warning: commands will be executed using /bin/sh
job 3014 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
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 3031049 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 53075 members 
Mstep: Class 3 contains 53225 members 
Mstep: Class 4 contains 52866 members 
Mstep: Class 5 contains 53042 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 53209 members 
Mstep: Class 8 contains 53237 members 
Mstep: Class 9 contains 52932 members 
Mstep: Class 10 contains 53185 members 
Mstep: Class 11 contains 53573 members 
Mstep: Class 12 contains 52866 members 
Mstep: Class 13 contains 53299 members 
Mstep: Class 14 contains 53127 members 
Mstep: Class 15 contains 53088 members 
Mstep: Class 16 contains 53632 members 
Mstep: Class 17 contains 53110 members 
Mstep: Class 18 contains 52983 members 
Mstep: Class 19 contains 53309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 706.304077 but Gain 3428.796875
Score: -128785016.000000 Penalty: 61718.402344
Iteration 0F: 19 clusters Score -1.28785e+08 nChanged 952301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2199 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 15637 members 
Mstep: Class 3 contains 78252 members 
Mstep: Class 4 contains 63394 members 
Mstep: Class 5 contains 37372 members 
Mstep: Class 6 contains 25393 members 
Mstep: Class 7 contains 61941 members 
Mstep: Class 8 contains 87333 members 
Mstep: Class 9 contains 147099 members 
Mstep: Class 10 contains 29532 members 
Mstep: Class 11 contains 25047 members 
Mstep: Class 12 contains 64102 members 
Mstep: Class 13 contains 29492 members 
Mstep: Class 15 contains 84109 members 
Mstep: Class 16 contains 38734 members 
Mstep: Class 17 contains 111817 members 
Mstep: Class 18 contains 45278 members 
Mstep: Class 19 contains 36903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131550464.000000 Penalty: 61718.402344
Iteration 1F: 19 clusters Score -1.315505e+08 nChanged 399211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2294 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 96882 members 
Mstep: Class 4 contains 71882 members 
Mstep: Class 5 contains 30382 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 76333 members 
Mstep: Class 8 contains 51967 members 
Mstep: Class 9 contains 195768 members 
Mstep: Class 10 contains 34710 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 42676 members 
Mstep: Class 13 contains 23453 members 
Mstep: Class 15 contains 121338 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 17 contains 105888 members 
Mstep: Class 18 contains 42858 members 
Mstep: Class 19 contains 34911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132579000.000000 Penalty: 61718.402344
Iteration 2F: 19 clusters Score -1.32579e+08 nChanged 300462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1925 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 97769 members 
Mstep: Class 4 contains 77769 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 84335 members 
Mstep: Class 8 contains 21372 members 
Mstep: Class 9 contains 204817 members 
Mstep: Class 10 contains 44129 members 
Mstep: Class 11 contains 24263 members 
Mstep: Class 12 contains 37482 members 
Mstep: Class 13 contains 24795 members 
Mstep: Class 15 contains 158540 members 
Mstep: Class 16 contains 10408 members 
Mstep: Class 17 contains 108825 members 
Mstep: Class 18 contains 38323 members 
Mstep: Class 19 contains 29967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133157496.000000 Penalty: 61718.402344
Iteration 3F: 19 clusters Score -1.331575e+08 nChanged 218081
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 93645 members 
Mstep: Class 4 contains 80958 members 
Mstep: Class 5 contains 15786 members 
Mstep: Class 6 contains 5438 members 
Mstep: Class 7 contains 82492 members 
Mstep: Class 8 contains 10107 members 
Mstep: Class 9 contains 185271 members 
Mstep: Class 10 contains 56651 members 
Mstep: Class 11 contains 33678 members 
Mstep: Class 12 contains 32402 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 15 contains 189910 members 
Mstep: Class 16 contains 9596 members 
Mstep: Class 17 contains 122983 members 
Mstep: Class 18 contains 31082 members 
Mstep: Class 19 contains 19080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133510088.000000 Penalty: 61718.402344
Iteration 4F: 19 clusters Score -1.335101e+08 nChanged 161715
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 94811 members 
Mstep: Class 4 contains 82942 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 80695 members 
Mstep: Class 8 contains 7478 members 
Mstep: Class 9 contains 165183 members 
Mstep: Class 10 contains 66405 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 13 contains 39030 members 
Mstep: Class 15 contains 206723 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 135427 members 
Mstep: Class 18 contains 25477 members 
Mstep: Class 19 contains 9070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133639496.000000 Penalty: 61718.402344
Iteration 5F: 19 clusters Score -1.336395e+08 nChanged 116986
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 102273 members 
Mstep: Class 4 contains 85002 members 
Mstep: Class 5 contains 8743 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 80965 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 153310 members 
Mstep: Class 10 contains 71965 members 
Mstep: Class 11 contains 40456 members 
Mstep: Class 12 contains 22604 members 
Mstep: Class 13 contains 42910 members 
Mstep: Class 15 contains 201012 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 148420 members 
Mstep: Class 18 contains 21371 members 
Mstep: Class 19 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1953.502441 but Gain 3428.800781
Score: -133717360.000000 Penalty: 58289.601562
Iteration 6F: 18 clusters Score -1.337174e+08 nChanged 90926
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 112898 members 
Mstep: Class 4 contains 87746 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 82005 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 144833 members 
Mstep: Class 10 contains 75561 members 
Mstep: Class 11 contains 41449 members 
Mstep: Class 12 contains 20150 members 
Mstep: Class 13 contains 45222 members 
Mstep: Class 15 contains 185090 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 161594 members 
Mstep: Class 18 contains 18462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133779280.000000 Penalty: 58289.601562
Iteration 7F: 18 clusters Score -1.337793e+08 nChanged 72864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 124734 members 
Mstep: Class 4 contains 90229 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 83081 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 136967 members 
Mstep: Class 10 contains 76890 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 46643 members 
Mstep: Class 15 contains 167673 members 
Mstep: Class 16 contains 8175 members 
Mstep: Class 17 contains 172329 members 
Mstep: Class 18 contains 16526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133827944.000000 Penalty: 58289.601562
Iteration 8F: 18 clusters Score -1.338279e+08 nChanged 60997
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 136696 members 
Mstep: Class 4 contains 92216 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 84167 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 129070 members 
Mstep: Class 10 contains 77764 members 
Mstep: Class 11 contains 42083 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 47431 members 
Mstep: Class 15 contains 152589 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 180075 members 
Mstep: Class 18 contains 15393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133861800.000000 Penalty: 58289.601562
Iteration 9F: 18 clusters Score -1.338618e+08 nChanged 53291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 148757 members 
Mstep: Class 4 contains 93539 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 7469 members 
Mstep: Class 7 contains 85220 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 121365 members 
Mstep: Class 10 contains 78330 members 
Mstep: Class 11 contains 42076 members 
Mstep: Class 12 contains 15585 members 
Mstep: Class 13 contains 47793 members 
Mstep: Class 15 contains 140262 members 
Mstep: Class 16 contains 7926 members 
Mstep: Class 17 contains 184984 members 
Mstep: Class 18 contains 14514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133887280.000000 Penalty: 58289.601562
Iteration 10F: 18 clusters Score -1.338873e+08 nChanged 48117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 160291 members 
Mstep: Class 4 contains 94445 members 
Mstep: Class 5 contains 10860 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 114367 members 
Mstep: Class 10 contains 78658 members 
Mstep: Class 11 contains 41950 members 
Mstep: Class 12 contains 15038 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 15 contains 130102 members 
Mstep: Class 16 contains 7828 members 
Mstep: Class 17 contains 187509 members 
Mstep: Class 18 contains 13654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133905032.000000 Penalty: 58289.601562
Iteration 11Q: 18 clusters Score -1.33905e+08 nChanged 45494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 170816 members 
Mstep: Class 4 contains 95556 members 
Mstep: Class 5 contains 12073 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 89015 members 
Mstep: Class 8 contains 7702 members 
Mstep: Class 9 contains 107787 members 
Mstep: Class 10 contains 78855 members 
Mstep: Class 11 contains 41896 members 
Mstep: Class 12 contains 14727 members 
Mstep: Class 13 contains 47767 members 
Mstep: Class 15 contains 120396 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 188663 members 
Mstep: Class 18 contains 12798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133914896.000000 Penalty: 58289.601562
Iteration 12Q: 18 clusters Score -1.339149e+08 nChanged 43166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 177740 members 
Mstep: Class 4 contains 97108 members 
Mstep: Class 5 contains 13021 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 92934 members 
Mstep: Class 8 contains 8162 members 
Mstep: Class 9 contains 101900 members 
Mstep: Class 10 contains 78977 members 
Mstep: Class 11 contains 41920 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 47450 members 
Mstep: Class 15 contains 112854 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 188994 members 
Mstep: Class 18 contains 11934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133922184.000000 Penalty: 58289.601562
Iteration 13Q: 18 clusters Score -1.339222e+08 nChanged 38328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 180276 members 
Mstep: Class 4 contains 99476 members 
Mstep: Class 5 contains 13738 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 97763 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 97421 members 
Mstep: Class 10 contains 79061 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 46924 members 
Mstep: Class 15 contains 107655 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 17 contains 188975 members 
Mstep: Class 18 contains 11004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133930184.000000 Penalty: 58289.601562
Iteration 14Q: 18 clusters Score -1.339302e+08 nChanged 32117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 179571 members 
Mstep: Class 4 contains 102265 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 102847 members 
Mstep: Class 8 contains 9067 members 
Mstep: Class 9 contains 94525 members 
Mstep: Class 10 contains 79113 members 
Mstep: Class 11 contains 41338 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 13 contains 46081 members 
Mstep: Class 15 contains 104562 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 188563 members 
Mstep: Class 18 contains 10137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133936560.000000 Penalty: 58289.601562
Iteration 15Q: 18 clusters Score -1.339366e+08 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 176796 members 
Mstep: Class 4 contains 105118 members 
Mstep: Class 5 contains 14650 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 108178 members 
Mstep: Class 8 contains 9430 members 
Mstep: Class 9 contains 92867 members 
Mstep: Class 10 contains 79161 members 
Mstep: Class 11 contains 40668 members 
Mstep: Class 12 contains 14298 members 
Mstep: Class 13 contains 44952 members 
Mstep: Class 15 contains 103217 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 187574 members 
Mstep: Class 18 contains 9503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133942648.000000 Penalty: 58289.601562
Iteration 16Q: 18 clusters Score -1.339426e+08 nChanged 23585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 173275 members 
Mstep: Class 4 contains 107836 members 
Mstep: Class 5 contains 14907 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 113418 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 91948 members 
Mstep: Class 10 contains 79200 members 
Mstep: Class 11 contains 39871 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 15 contains 102897 members 
Mstep: Class 16 contains 7487 members 
Mstep: Class 17 contains 186076 members 
Mstep: Class 18 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133947624.000000 Penalty: 58289.601562
Iteration 17Q: 18 clusters Score -1.339476e+08 nChanged 21325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 169312 members 
Mstep: Class 4 contains 110418 members 
Mstep: Class 5 contains 15041 members 
Mstep: Class 6 contains 10127 members 
Mstep: Class 7 contains 118700 members 
Mstep: Class 8 contains 9869 members 
Mstep: Class 9 contains 91424 members 
Mstep: Class 10 contains 79232 members 
Mstep: Class 11 contains 39108 members 
Mstep: Class 12 contains 14223 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 15 contains 103352 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 184316 members 
Mstep: Class 18 contains 8702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133952560.000000 Penalty: 58289.601562
Iteration 18Q: 18 clusters Score -1.339526e+08 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 165331 members 
Mstep: Class 4 contains 112583 members 
Mstep: Class 5 contains 15091 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 123968 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 91120 members 
Mstep: Class 10 contains 79267 members 
Mstep: Class 11 contains 38284 members 
Mstep: Class 12 contains 14187 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 15 contains 104474 members 
Mstep: Class 16 contains 7424 members 
Mstep: Class 17 contains 182338 members 
Mstep: Class 18 contains 8481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133958328.000000 Penalty: 58289.601562
Iteration 19Q: 18 clusters Score -1.339583e+08 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 161180 members 
Mstep: Class 4 contains 114451 members 
Mstep: Class 5 contains 15058 members 
Mstep: Class 6 contains 10644 members 
Mstep: Class 7 contains 129545 members 
Mstep: Class 8 contains 9915 members 
Mstep: Class 9 contains 90893 members 
Mstep: Class 10 contains 79304 members 
Mstep: Class 11 contains 37441 members 
Mstep: Class 12 contains 14137 members 
Mstep: Class 13 contains 38567 members 
Mstep: Class 15 contains 106081 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 180157 members 
Mstep: Class 18 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133963192.000000 Penalty: 58289.601562
Iteration 20F: 18 clusters Score -1.339632e+08 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 157246 members 
Mstep: Class 4 contains 116075 members 
Mstep: Class 5 contains 14965 members 
Mstep: Class 6 contains 10912 members 
Mstep: Class 7 contains 135226 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 90713 members 
Mstep: Class 10 contains 79331 members 
Mstep: Class 11 contains 36605 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 36740 members 
Mstep: Class 15 contains 107923 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 177741 members 
Mstep: Class 18 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133968416.000000 Penalty: 58289.601562
Iteration 21Q: 18 clusters Score -1.339684e+08 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 153545 members 
Mstep: Class 4 contains 117330 members 
Mstep: Class 5 contains 14830 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 140966 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 90599 members 
Mstep: Class 10 contains 79358 members 
Mstep: Class 11 contains 35926 members 
Mstep: Class 12 contains 14055 members 
Mstep: Class 13 contains 34748 members 
Mstep: Class 15 contains 110025 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 175152 members 
Mstep: Class 18 contains 8181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133974592.000000 Penalty: 58289.601562
Iteration 22Q: 18 clusters Score -1.339746e+08 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 150323 members 
Mstep: Class 4 contains 118323 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 146580 members 
Mstep: Class 8 contains 9549 members 
Mstep: Class 9 contains 90513 members 
Mstep: Class 10 contains 79378 members 
Mstep: Class 11 contains 35281 members 
Mstep: Class 12 contains 14028 members 
Mstep: Class 13 contains 32670 members 
Mstep: Class 15 contains 112303 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 17 contains 172450 members 
Mstep: Class 18 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133979824.000000 Penalty: 58289.601562
Iteration 23Q: 18 clusters Score -1.339798e+08 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 147318 members 
Mstep: Class 4 contains 119106 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 151876 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 90476 members 
Mstep: Class 10 contains 79399 members 
Mstep: Class 11 contains 34713 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 30648 members 
Mstep: Class 15 contains 114812 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 169673 members 
Mstep: Class 18 contains 8124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133985440.000000 Penalty: 58289.601562
Iteration 24Q: 18 clusters Score -1.339854e+08 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 144748 members 
Mstep: Class 4 contains 119719 members 
Mstep: Class 5 contains 14245 members 
Mstep: Class 6 contains 11694 members 
Mstep: Class 7 contains 156869 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 90456 members 
Mstep: Class 10 contains 79409 members 
Mstep: Class 11 contains 34281 members 
Mstep: Class 12 contains 13975 members 
Mstep: Class 13 contains 28611 members 
Mstep: Class 15 contains 117503 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133990736.000000 Penalty: 58289.601562
Iteration 25Q: 18 clusters Score -1.339907e+08 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 142605 members 
Mstep: Class 4 contains 120285 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 161391 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 90446 members 
Mstep: Class 10 contains 79417 members 
Mstep: Class 11 contains 33921 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 15 contains 120455 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 163335 members 
Mstep: Class 18 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133994912.000000 Penalty: 58289.601562
Iteration 26Q: 18 clusters Score -1.339949e+08 nChanged 16293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 140914 members 
Mstep: Class 4 contains 120859 members 
Mstep: Class 5 contains 13814 members 
Mstep: Class 6 contains 12020 members 
Mstep: Class 7 contains 165213 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 90458 members 
Mstep: Class 10 contains 79430 members 
Mstep: Class 11 contains 33751 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 24623 members 
Mstep: Class 15 contains 123518 members 
Mstep: Class 16 contains 7198 members 
Mstep: Class 17 contains 159939 members 
Mstep: Class 18 contains 8108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133999344.000000 Penalty: 58289.601562
Iteration 27Q: 18 clusters Score -1.339993e+08 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 139600 members 
Mstep: Class 4 contains 121489 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 168570 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 90474 members 
Mstep: Class 10 contains 79441 members 
Mstep: Class 11 contains 33606 members 
Mstep: Class 12 contains 13905 members 
Mstep: Class 13 contains 22806 members 
Mstep: Class 15 contains 126531 members 
Mstep: Class 16 contains 7167 members 
Mstep: Class 17 contains 156447 members 
Mstep: Class 18 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134002840.000000 Penalty: 58289.601562
Iteration 28Q: 18 clusters Score -1.340028e+08 nChanged 14795
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 138476 members 
Mstep: Class 4 contains 122174 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 12274 members 
Mstep: Class 7 contains 171621 members 
Mstep: Class 8 contains 8168 members 
Mstep: Class 9 contains 90492 members 
Mstep: Class 10 contains 79448 members 
Mstep: Class 11 contains 33556 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 21105 members 
Mstep: Class 15 contains 129332 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 152967 members 
Mstep: Class 18 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134005384.000000 Penalty: 58289.601562
Iteration 29Q: 18 clusters Score -1.340054e+08 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 137522 members 
Mstep: Class 4 contains 122860 members 
Mstep: Class 5 contains 13195 members 
Mstep: Class 6 contains 12420 members 
Mstep: Class 7 contains 174395 members 
Mstep: Class 8 contains 7914 members 
Mstep: Class 9 contains 90511 members 
Mstep: Class 10 contains 79449 members 
Mstep: Class 11 contains 33543 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 19549 members 
Mstep: Class 15 contains 131958 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 149624 members 
Mstep: Class 18 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134007200.000000 Penalty: 58289.601562
Iteration 30Q: 18 clusters Score -1.340072e+08 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 136883 members 
Mstep: Class 4 contains 123733 members 
Mstep: Class 5 contains 13039 members 
Mstep: Class 6 contains 12543 members 
Mstep: Class 7 contains 176587 members 
Mstep: Class 8 contains 7688 members 
Mstep: Class 9 contains 90554 members 
Mstep: Class 10 contains 79451 members 
Mstep: Class 11 contains 33599 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 15 contains 134226 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 146398 members 
Mstep: Class 18 contains 8373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134009400.000000 Penalty: 58289.601562
Iteration 31Q: 18 clusters Score -1.340094e+08 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 136474 members 
Mstep: Class 4 contains 124783 members 
Mstep: Class 5 contains 12909 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 178325 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 90585 members 
Mstep: Class 10 contains 79457 members 
Mstep: Class 11 contains 33686 members 
Mstep: Class 12 contains 13856 members 
Mstep: Class 13 contains 16900 members 
Mstep: Class 15 contains 136268 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 143200 members 
Mstep: Class 18 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134011640.000000 Penalty: 58289.601562
Iteration 32Q: 18 clusters Score -1.340116e+08 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 136458 members 
Mstep: Class 4 contains 125799 members 
Mstep: Class 5 contains 12828 members 
Mstep: Class 6 contains 12810 members 
Mstep: Class 7 contains 179720 members 
Mstep: Class 8 contains 7274 members 
Mstep: Class 9 contains 90616 members 
Mstep: Class 10 contains 79463 members 
Mstep: Class 11 contains 33845 members 
Mstep: Class 12 contains 13845 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 15 contains 138021 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 139997 members 
Mstep: Class 18 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134013480.000000 Penalty: 58289.601562
Iteration 33Q: 18 clusters Score -1.340135e+08 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 136732 members 
Mstep: Class 4 contains 126768 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 180842 members 
Mstep: Class 8 contains 7085 members 
Mstep: Class 9 contains 90654 members 
Mstep: Class 10 contains 79463 members 
Mstep: Class 11 contains 33976 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 15 contains 139494 members 
Mstep: Class 16 contains 7058 members 
Mstep: Class 17 contains 136887 members 
Mstep: Class 18 contains 8872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134015680.000000 Penalty: 58289.601562
Iteration 34Q: 18 clusters Score -1.340157e+08 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 137129 members 
Mstep: Class 4 contains 127763 members 
Mstep: Class 5 contains 12815 members 
Mstep: Class 6 contains 13084 members 
Mstep: Class 7 contains 181760 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 90721 members 
Mstep: Class 10 contains 79466 members 
Mstep: Class 11 contains 34143 members 
Mstep: Class 12 contains 13826 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 15 contains 140658 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 133942 members 
Mstep: Class 18 contains 9127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134017424.000000 Penalty: 58289.601562
Iteration 35Q: 18 clusters Score -1.340174e+08 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 128638 members 
Mstep: Class 5 contains 12862 members 
Mstep: Class 6 contains 13200 members 
Mstep: Class 7 contains 182592 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 90777 members 
Mstep: Class 10 contains 79467 members 
Mstep: Class 11 contains 34250 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 13022 members 
Mstep: Class 15 contains 141692 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 131041 members 
Mstep: Class 18 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134018376.000000 Penalty: 58289.601562
Iteration 36Q: 18 clusters Score -1.340184e+08 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 138425 members 
Mstep: Class 4 contains 129416 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 13337 members 
Mstep: Class 7 contains 183219 members 
Mstep: Class 8 contains 6680 members 
Mstep: Class 9 contains 90814 members 
Mstep: Class 10 contains 79468 members 
Mstep: Class 11 contains 34355 members 
Mstep: Class 12 contains 13802 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 15 contains 142599 members 
Mstep: Class 16 contains 7046 members 
Mstep: Class 17 contains 128244 members 
Mstep: Class 18 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134019560.000000 Penalty: 58289.601562
Iteration 37Q: 18 clusters Score -1.340196e+08 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 139216 members 
Mstep: Class 4 contains 130045 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 13436 members 
Mstep: Class 7 contains 183812 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 90842 members 
Mstep: Class 10 contains 79464 members 
Mstep: Class 11 contains 34438 members 
Mstep: Class 12 contains 13800 members 
Mstep: Class 13 contains 11603 members 
Mstep: Class 15 contains 143438 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 125497 members 
Mstep: Class 18 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134020576.000000 Penalty: 58289.601562
Iteration 38Q: 18 clusters Score -1.340206e+08 nChanged 8190
Entering ConstructFrom: 
Score: -134020576.000000 Penalty: 58289.601562
Entering ConstructFrom: 
Trying to split cluster 1 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -607679.000000 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -607679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -603293.500000 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -603293.5 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -604956.375000 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -604956.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -606492.875000 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -606492.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -608296.250000 Penalty: 4203.452637
	Iteration 3F: 3 clusters Score -608296.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -609555.937500 Penalty: 4203.452637
	Iteration 4F: 3 clusters Score -609555.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -610262.312500 Penalty: 4203.452637
	Iteration 5F: 3 clusters Score -610262.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -610731.500000 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -610731.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -611246.875000 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -611246.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -612121.687500 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -612121.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -612976.750000 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -612976.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -613147.812500 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -613147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -613188.500000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -613188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -613197.500000 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -613197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -613198.250000 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -613198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -613198.812500 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -613198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -613198.812500 Penalty: 4203.452637
	Iteration 15F: 3 clusters Score -613198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Entering Unmasked Estep 
Score: -134024904.000000 Penalty: 61718.402344
Splitting cluster 1 changes total score from -134020576.000000 to -134024904.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -365159.531250 Penalty: 1996.732544
	Iteration 0F: 2 clusters Score -365159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -362261.968750 Penalty: 3993.465088
	Iteration 0F: 3 clusters Score -362262 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -366238.125000 Penalty: 3993.465088
	Iteration 1F: 3 clusters Score -366238.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -368528.000000 Penalty: 3993.465088
	Iteration 2F: 3 clusters Score -368528 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -369516.875000 Penalty: 3993.465088
	Iteration 3F: 3 clusters Score -369516.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -370291.750000 Penalty: 3993.465088
	Iteration 4F: 3 clusters Score -370291.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -370954.593750 Penalty: 3993.465088
	Iteration 5Q: 3 clusters Score -370954.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371272.625000 Penalty: 3993.465088
	Iteration 6Q: 3 clusters Score -371272.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -371415.218750 Penalty: 3993.465088
	Iteration 7Q: 3 clusters Score -371415.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -371532.156250 Penalty: 3993.465088
	Iteration 8Q: 3 clusters Score -371532.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -371631.281250 Penalty: 3993.465088
	Iteration 9Q: 3 clusters Score -371631.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -371703.281250 Penalty: 3993.465088
	Iteration 10Q: 3 clusters Score -371703.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -371810.531250 Penalty: 3993.465088
	Iteration 11Q: 3 clusters Score -371810.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -372062.406250 Penalty: 3993.465088
	Iteration 12Q: 3 clusters Score -372062.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -372413.375000 Penalty: 3993.465088
	Iteration 13Q: 3 clusters Score -372413.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -372513.437500 Penalty: 3993.465088
	Iteration 14Q: 3 clusters Score -372513.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -372636.406250 Penalty: 3993.465088
	Iteration 15Q: 3 clusters Score -372636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -372794.812500 Penalty: 3993.465088
	Iteration 16Q: 3 clusters Score -372794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -372884.875000 Penalty: 3993.465088
	Iteration 17Q: 3 clusters Score -372884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -372954.375000 Penalty: 3993.465088
	Iteration 18Q: 3 clusters Score -372954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -373053.437500 Penalty: 3993.465088
	Iteration 19Q: 3 clusters Score -373053.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -373282.312500 Penalty: 3993.465088
	Iteration 20F: 3 clusters Score -373282.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -373753.343750 Penalty: 3993.465088
	Iteration 21Q: 3 clusters Score -373753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -373761.656250 Penalty: 3993.465088
	Iteration 22Q: 3 clusters Score -373761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373763.187500 Penalty: 3993.465088
	Iteration 23Q: 3 clusters Score -373763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -373763.250000 Penalty: 3993.465088
	Iteration 24Q: 3 clusters Score -373763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -373763.843750 Penalty: 3993.465088
	Iteration 25Q: 3 clusters Score -373763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -373763.843750 Penalty: 3993.465088
	Iteration 26F: 3 clusters Score -373763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 13580 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Entering Unmasked Estep 
Score: -134032232.000000 Penalty: 65147.199219
Splitting cluster 2 changes total score from -134020576.000000 to -134032232.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (140067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Entering Unmasked Estep 
Score: -19161420.000000 Penalty: 2938.769287
	Iteration 0F: 2 clusters Score -1.916142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -19070446.000000 Penalty: 5877.538574
	Iteration 0F: 3 clusters Score -1.907045e+07 nChanged 66664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -19109072.000000 Penalty: 5877.538574
	Iteration 1F: 3 clusters Score -1.910907e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -19110124.000000 Penalty: 5877.538574
	Iteration 2Q: 3 clusters Score -1.911012e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -19111772.000000 Penalty: 5877.538574
	Iteration 3Q: 3 clusters Score -1.911177e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -19113778.000000 Penalty: 5877.538574
	Iteration 4Q: 3 clusters Score -1.911378e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -19116476.000000 Penalty: 5877.538574
	Iteration 5Q: 3 clusters Score -1.911648e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -19119314.000000 Penalty: 5877.538574
	Iteration 6Q: 3 clusters Score -1.911931e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -19122898.000000 Penalty: 5877.538574
	Iteration 7Q: 3 clusters Score -1.91229e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -19126974.000000 Penalty: 5877.538574
	Iteration 8F: 3 clusters Score -1.912697e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -19132266.000000 Penalty: 5877.538574
	Iteration 9F: 3 clusters Score -1.913227e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -19138406.000000 Penalty: 5877.538574
	Iteration 10F: 3 clusters Score -1.913841e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -19145100.000000 Penalty: 5877.538574
	Iteration 11F: 3 clusters Score -1.91451e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -19150868.000000 Penalty: 5877.538574
	Iteration 12F: 3 clusters Score -1.915087e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133607 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -19154648.000000 Penalty: 5877.538574
	Iteration 13Q: 3 clusters Score -1.915465e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -19156890.000000 Penalty: 5877.538574
	Iteration 14Q: 3 clusters Score -1.915689e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19157928.000000 Penalty: 5877.538574
	Iteration 15Q: 3 clusters Score -1.915793e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19158376.000000 Penalty: 5877.538574
	Iteration 16Q: 3 clusters Score -1.915838e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139548 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19158578.000000 Penalty: 5877.538574
	Iteration 17Q: 3 clusters Score -1.915858e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19158682.000000 Penalty: 5877.538574
	Iteration 18Q: 3 clusters Score -1.915868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19158738.000000 Penalty: 5877.538574
	Iteration 19Q: 3 clusters Score -1.915874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19158796.000000 Penalty: 5877.538574
	Iteration 20F: 3 clusters Score -1.91588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19158816.000000 Penalty: 5877.538574
	Iteration 21Q: 3 clusters Score -1.915882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139737 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19158844.000000 Penalty: 5877.538574
	Iteration 22Q: 3 clusters Score -1.915884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19158850.000000 Penalty: 5877.538574
	Iteration 23Q: 3 clusters Score -1.915885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139748 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19158860.000000 Penalty: 5877.538574
	Iteration 24Q: 3 clusters Score -1.915886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19158862.000000 Penalty: 5877.538574
	Iteration 25Q: 3 clusters Score -1.915886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19158874.000000 Penalty: 5877.538574
	Iteration 26Q: 3 clusters Score -1.915887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19158868.000000 Penalty: 5877.538574
	Iteration 27Q: 3 clusters Score -1.915887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19158868.000000 Penalty: 5877.538574
	Iteration 28F: 3 clusters Score -1.915887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130569 members 
Entering Unmasked Estep 
Score: -17827970.000000 Penalty: 2921.354980
	Iteration 0F: 2 clusters Score -1.782797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -17741280.000000 Penalty: 5842.709961
	Iteration 0F: 3 clusters Score -1.774128e+07 nChanged 62140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -17777622.000000 Penalty: 5842.709961
	Iteration 1F: 3 clusters Score -1.777762e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -17779086.000000 Penalty: 5842.709961
	Iteration 2Q: 3 clusters Score -1.777909e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -17781280.000000 Penalty: 5842.709961
	Iteration 3Q: 3 clusters Score -1.778128e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -17785080.000000 Penalty: 5842.709961
	Iteration 4F: 3 clusters Score -1.778508e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -17790512.000000 Penalty: 5842.709961
	Iteration 5F: 3 clusters Score -1.779051e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -17797634.000000 Penalty: 5842.709961
	Iteration 6F: 3 clusters Score -1.779763e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -17805048.000000 Penalty: 5842.709961
	Iteration 7F: 3 clusters Score -1.780505e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -17810380.000000 Penalty: 5842.709961
	Iteration 8F: 3 clusters Score -1.781038e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -17813428.000000 Penalty: 5842.709961
	Iteration 9Q: 3 clusters Score -1.781343e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -17815290.000000 Penalty: 5842.709961
	Iteration 10Q: 3 clusters Score -1.781529e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -17816472.000000 Penalty: 5842.709961
	Iteration 11Q: 3 clusters Score -1.781647e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -17817434.000000 Penalty: 5842.709961
	Iteration 12Q: 3 clusters Score -1.781743e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -17818292.000000 Penalty: 5842.709961
	Iteration 13Q: 3 clusters Score -1.781829e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -17819114.000000 Penalty: 5842.709961
	Iteration 14Q: 3 clusters Score -1.781911e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -17819980.000000 Penalty: 5842.709961
	Iteration 15Q: 3 clusters Score -1.781998e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -17820816.000000 Penalty: 5842.709961
	Iteration 16Q: 3 clusters Score -1.782082e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -17821566.000000 Penalty: 5842.709961
	Iteration 17Q: 3 clusters Score -1.782157e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117167 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -17822300.000000 Penalty: 5842.709961
	Iteration 18Q: 3 clusters Score -1.78223e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -17823080.000000 Penalty: 5842.709961
	Iteration 19Q: 3 clusters Score -1.782308e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -17823772.000000 Penalty: 5842.709961
	Iteration 20F: 3 clusters Score -1.782377e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -17824488.000000 Penalty: 5842.709961
	Iteration 21Q: 3 clusters Score -1.782449e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -17825118.000000 Penalty: 5842.709961
	Iteration 22Q: 3 clusters Score -1.782512e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -17825706.000000 Penalty: 5842.709961
	Iteration 23Q: 3 clusters Score -1.782571e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -17826110.000000 Penalty: 5842.709961
	Iteration 24Q: 3 clusters Score -1.782611e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -17826488.000000 Penalty: 5842.709961
	Iteration 25Q: 3 clusters Score -1.782649e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -17826782.000000 Penalty: 5842.709961
	Iteration 26Q: 3 clusters Score -1.782678e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -17826972.000000 Penalty: 5842.709961
	Iteration 27Q: 3 clusters Score -1.782697e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -17827072.000000 Penalty: 5842.709961
	Iteration 28Q: 3 clusters Score -1.782707e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -17827170.000000 Penalty: 5842.709961
	Iteration 29Q: 3 clusters Score -1.782717e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -17827244.000000 Penalty: 5842.709961
	Iteration 30Q: 3 clusters Score -1.782724e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -17827310.000000 Penalty: 5842.709961
	Iteration 31Q: 3 clusters Score -1.782731e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125820 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -17827362.000000 Penalty: 5842.709961
	Iteration 32Q: 3 clusters Score -1.782736e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -17827390.000000 Penalty: 5842.709961
	Iteration 33Q: 3 clusters Score -1.782739e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -17827472.000000 Penalty: 5842.709961
	Iteration 34Q: 3 clusters Score -1.782747e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -17827482.000000 Penalty: 5842.709961
	Iteration 35Q: 3 clusters Score -1.782748e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -17827514.000000 Penalty: 5842.709961
	Iteration 36Q: 3 clusters Score -1.782751e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -17827490.000000 Penalty: 5842.709961
	Iteration 37Q: 3 clusters Score -1.782749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -17827502.000000 Penalty: 5842.709961
	Iteration 38Q: 3 clusters Score -1.78275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -17827508.000000 Penalty: 5842.709961
	Iteration 39Q: 3 clusters Score -1.782751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -17827542.000000 Penalty: 5842.709961
	Iteration 40F: 3 clusters Score -1.782754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -17827544.000000 Penalty: 5842.709961
	Iteration 41Q: 3 clusters Score -1.782754e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -17827510.000000 Penalty: 5842.709961
	Iteration 42Q: 3 clusters Score -1.782751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -17827524.000000 Penalty: 5842.709961
	Iteration 43Q: 3 clusters Score -1.782752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -17827498.000000 Penalty: 5842.709961
	Iteration 44Q: 3 clusters Score -1.78275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -17827510.000000 Penalty: 5842.709961
	Iteration 45Q: 3 clusters Score -1.782751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -17827532.000000 Penalty: 5842.709961
	Iteration 46Q: 3 clusters Score -1.782753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -17827530.000000 Penalty: 5842.709961
	Iteration 47Q: 3 clusters Score -1.782753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126601 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 48Q: 3 clusters Score -1.782752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126608 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 49Q: 3 clusters Score -1.782752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -17827526.000000 Penalty: 5842.709961
	Iteration 50Q: 3 clusters Score -1.782753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126616 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 51Q: 3 clusters Score -1.782752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 52Q: 3 clusters Score -1.782752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -17827512.000000 Penalty: 5842.709961
	Iteration 53Q: 3 clusters Score -1.782751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -17827518.000000 Penalty: 5842.709961
	Iteration 54Q: 3 clusters Score -1.782752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -17827528.000000 Penalty: 5842.709961
	Iteration 55Q: 3 clusters Score -1.782753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 56Q: 3 clusters Score -1.782752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126641 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -17827514.000000 Penalty: 5842.709961
	Iteration 57Q: 3 clusters Score -1.782751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 58Q: 3 clusters Score -1.782752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -17827512.000000 Penalty: 5842.709961
	Iteration 59Q: 3 clusters Score -1.782751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -17827514.000000 Penalty: 5842.709961
	Iteration 60F: 3 clusters Score -1.782751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 61Q: 3 clusters Score -1.782752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -17827510.000000 Penalty: 5842.709961
	Iteration 62Q: 3 clusters Score -1.782751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -17827512.000000 Penalty: 5842.709961
	Iteration 63Q: 3 clusters Score -1.782751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -17827508.000000 Penalty: 5842.709961
	Iteration 64Q: 3 clusters Score -1.782751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -17827506.000000 Penalty: 5842.709961
	Iteration 65Q: 3 clusters Score -1.782751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -17827502.000000 Penalty: 5842.709961
	Iteration 66Q: 3 clusters Score -1.78275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -17827496.000000 Penalty: 5842.709961
	Iteration 67Q: 3 clusters Score -1.78275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -17827514.000000 Penalty: 5842.709961
	Iteration 68Q: 3 clusters Score -1.782751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -17827498.000000 Penalty: 5842.709961
	Iteration 69Q: 3 clusters Score -1.78275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -17827508.000000 Penalty: 5842.709961
	Iteration 70Q: 3 clusters Score -1.782751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 71Q: 3 clusters Score -1.782752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 72Q: 3 clusters Score -1.782752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -17827526.000000 Penalty: 5842.709961
	Iteration 73Q: 3 clusters Score -1.782753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 74Q: 3 clusters Score -1.782752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -17827510.000000 Penalty: 5842.709961
	Iteration 75Q: 3 clusters Score -1.782751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126702 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -17827524.000000 Penalty: 5842.709961
	Iteration 76Q: 3 clusters Score -1.782752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126706 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 77Q: 3 clusters Score -1.782752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -17827526.000000 Penalty: 5842.709961
	Iteration 78Q: 3 clusters Score -1.782753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -17827528.000000 Penalty: 5842.709961
	Iteration 79Q: 3 clusters Score -1.782753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -17827530.000000 Penalty: 5842.709961
	Iteration 80F: 3 clusters Score -1.782753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17827536.000000 Penalty: 5842.709961
	Iteration 81Q: 3 clusters Score -1.782754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17827528.000000 Penalty: 5842.709961
	Iteration 82Q: 3 clusters Score -1.782753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -17827520.000000 Penalty: 5842.709961
	Iteration 83Q: 3 clusters Score -1.782752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126722 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -17827512.000000 Penalty: 5842.709961
	Iteration 84Q: 3 clusters Score -1.782751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -17827528.000000 Penalty: 5842.709961
	Iteration 85Q: 3 clusters Score -1.782753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -17827526.000000 Penalty: 5842.709961
	Iteration 86Q: 3 clusters Score -1.782753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -17827520.000000 Penalty: 5842.709961
	Iteration 87Q: 3 clusters Score -1.782752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -17827516.000000 Penalty: 5842.709961
	Iteration 88Q: 3 clusters Score -1.782752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 89Q: 3 clusters Score -1.782752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -17827520.000000 Penalty: 5842.709961
	Iteration 90Q: 3 clusters Score -1.782752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -17827522.000000 Penalty: 5842.709961
	Iteration 91Q: 3 clusters Score -1.782752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -17827542.000000 Penalty: 5842.709961
	Iteration 92Q: 3 clusters Score -1.782754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -17827544.000000 Penalty: 5842.709961
	Iteration 93Q: 3 clusters Score -1.782754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17827548.000000 Penalty: 5842.709961
	Iteration 94Q: 3 clusters Score -1.782755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17827548.000000 Penalty: 5842.709961
	Iteration 95F: 3 clusters Score -1.782755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Entering Unmasked Estep 
Score: -1861145.000000 Penalty: 2358.259277
	Iteration 0F: 2 clusters Score -1861145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1851227.375000 Penalty: 4716.518555
	Iteration 0F: 3 clusters Score -1851227 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1854316.000000 Penalty: 4716.518555
	Iteration 1F: 3 clusters Score -1854316 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1854580.250000 Penalty: 4716.518555
	Iteration 2F: 3 clusters Score -1854580 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1854766.375000 Penalty: 4716.518555
	Iteration 3Q: 3 clusters Score -1854766 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1854903.750000 Penalty: 4716.518555
	Iteration 4Q: 3 clusters Score -1854904 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1854994.500000 Penalty: 4716.518555
	Iteration 5Q: 3 clusters Score -1854994 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1855065.250000 Penalty: 4716.518555
	Iteration 6Q: 3 clusters Score -1855065 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1855140.750000 Penalty: 4716.518555
	Iteration 7Q: 3 clusters Score -1855141 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1855200.625000 Penalty: 4716.518555
	Iteration 8Q: 3 clusters Score -1855201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1855263.625000 Penalty: 4716.518555
	Iteration 9Q: 3 clusters Score -1855264 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1855339.875000 Penalty: 4716.518555
	Iteration 10Q: 3 clusters Score -1855340 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1855420.375000 Penalty: 4716.518555
	Iteration 11Q: 3 clusters Score -1855420 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1855505.250000 Penalty: 4716.518555
	Iteration 12Q: 3 clusters Score -1855505 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1855597.125000 Penalty: 4716.518555
	Iteration 13Q: 3 clusters Score -1855597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1855734.750000 Penalty: 4716.518555
	Iteration 14Q: 3 clusters Score -1855735 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1855929.875000 Penalty: 4716.518555
	Iteration 15Q: 3 clusters Score -1855930 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1856205.250000 Penalty: 4716.518555
	Iteration 16Q: 3 clusters Score -1856205 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1856572.375000 Penalty: 4716.518555
	Iteration 17Q: 3 clusters Score -1856572 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1857022.625000 Penalty: 4716.518555
	Iteration 18Q: 3 clusters Score -1857023 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1857539.250000 Penalty: 4716.518555
	Iteration 19Q: 3 clusters Score -1857539 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1858011.250000 Penalty: 4716.518555
	Iteration 20F: 3 clusters Score -1858011 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1858398.750000 Penalty: 4716.518555
	Iteration 21Q: 3 clusters Score -1858399 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1858635.250000 Penalty: 4716.518555
	Iteration 22Q: 3 clusters Score -1858635 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1858781.250000 Penalty: 4716.518555
	Iteration 23Q: 3 clusters Score -1858781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1858856.250000 Penalty: 4716.518555
	Iteration 24Q: 3 clusters Score -1858856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1858927.000000 Penalty: 4716.518555
	Iteration 25Q: 3 clusters Score -1858927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1858967.125000 Penalty: 4716.518555
	Iteration 26Q: 3 clusters Score -1858967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1858984.375000 Penalty: 4716.518555
	Iteration 27Q: 3 clusters Score -1858984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1858991.875000 Penalty: 4716.518555
	Iteration 28Q: 3 clusters Score -1858992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1858995.500000 Penalty: 4716.518555
	Iteration 29Q: 3 clusters Score -1858996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1859006.750000 Penalty: 4716.518555
	Iteration 30Q: 3 clusters Score -1859007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1859012.250000 Penalty: 4716.518555
	Iteration 31Q: 3 clusters Score -1859012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1859015.250000 Penalty: 4716.518555
	Iteration 32Q: 3 clusters Score -1859015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1859018.250000 Penalty: 4716.518555
	Iteration 33Q: 3 clusters Score -1859018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1859018.875000 Penalty: 4716.518555
	Iteration 34Q: 3 clusters Score -1859019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1859021.875000 Penalty: 4716.518555
	Iteration 35Q: 3 clusters Score -1859022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1859021.625000 Penalty: 4716.518555
	Iteration 36Q: 3 clusters Score -1859022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1859021.875000 Penalty: 4716.518555
	Iteration 37Q: 3 clusters Score -1859022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1859021.875000 Penalty: 4716.518555
	Iteration 38Q: 3 clusters Score -1859022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1859021.875000 Penalty: 4716.518555
	Iteration 39F: 3 clusters Score -1859022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Entering Unmasked Estep 
Score: -1778852.625000 Penalty: 2360.055664
	Iteration 0F: 2 clusters Score -1778853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1768881.875000 Penalty: 4720.111328
	Iteration 0F: 3 clusters Score -1768882 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1772078.250000 Penalty: 4720.111328
	Iteration 1F: 3 clusters Score -1772078 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1772799.875000 Penalty: 4720.111328
	Iteration 2F: 3 clusters Score -1772800 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1773857.375000 Penalty: 4720.111328
	Iteration 3F: 3 clusters Score -1773857 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1775243.500000 Penalty: 4720.111328
	Iteration 4F: 3 clusters Score -1775244 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1776573.000000 Penalty: 4720.111328
	Iteration 5F: 3 clusters Score -1776573 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1777574.375000 Penalty: 4720.111328
	Iteration 6F: 3 clusters Score -1777574 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1778350.125000 Penalty: 4720.111328
	Iteration 7F: 3 clusters Score -1778350 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1779006.375000 Penalty: 4720.111328
	Iteration 8Q: 3 clusters Score -1779006 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1779490.000000 Penalty: 4720.111328
	Iteration 9Q: 3 clusters Score -1779490 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1779848.000000 Penalty: 4720.111328
	Iteration 10Q: 3 clusters Score -1779848 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1780084.500000 Penalty: 4720.111328
	Iteration 11Q: 3 clusters Score -1780084 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1780253.375000 Penalty: 4720.111328
	Iteration 12Q: 3 clusters Score -1780253 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1780411.750000 Penalty: 4720.111328
	Iteration 13Q: 3 clusters Score -1780412 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1780543.000000 Penalty: 4720.111328
	Iteration 14Q: 3 clusters Score -1780543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1780686.125000 Penalty: 4720.111328
	Iteration 15Q: 3 clusters Score -1780686 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1780825.750000 Penalty: 4720.111328
	Iteration 16Q: 3 clusters Score -1780826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1780933.125000 Penalty: 4720.111328
	Iteration 17Q: 3 clusters Score -1780933 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1781003.125000 Penalty: 4720.111328
	Iteration 18Q: 3 clusters Score -1781003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1781066.500000 Penalty: 4720.111328
	Iteration 19Q: 3 clusters Score -1781066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1781123.875000 Penalty: 4720.111328
	Iteration 20F: 3 clusters Score -1781124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1781154.625000 Penalty: 4720.111328
	Iteration 21Q: 3 clusters Score -1781155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1781170.875000 Penalty: 4720.111328
	Iteration 22Q: 3 clusters Score -1781171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1781193.125000 Penalty: 4720.111328
	Iteration 23Q: 3 clusters Score -1781193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1781215.125000 Penalty: 4720.111328
	Iteration 24Q: 3 clusters Score -1781215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1781221.875000 Penalty: 4720.111328
	Iteration 25Q: 3 clusters Score -1781222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1781227.750000 Penalty: 4720.111328
	Iteration 26Q: 3 clusters Score -1781228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1781240.125000 Penalty: 4720.111328
	Iteration 27Q: 3 clusters Score -1781240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1781245.000000 Penalty: 4720.111328
	Iteration 28Q: 3 clusters Score -1781245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1781252.750000 Penalty: 4720.111328
	Iteration 29Q: 3 clusters Score -1781253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1781253.625000 Penalty: 4720.111328
	Iteration 30Q: 3 clusters Score -1781254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1781262.000000 Penalty: 4720.111328
	Iteration 31Q: 3 clusters Score -1781262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1781264.750000 Penalty: 4720.111328
	Iteration 32Q: 3 clusters Score -1781265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1781263.625000 Penalty: 4720.111328
	Iteration 33Q: 3 clusters Score -1781264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1781268.875000 Penalty: 4720.111328
	Iteration 34Q: 3 clusters Score -1781269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1781272.500000 Penalty: 4720.111328
	Iteration 35Q: 3 clusters Score -1781272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1781276.000000 Penalty: 4720.111328
	Iteration 36Q: 3 clusters Score -1781276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1781274.000000 Penalty: 4720.111328
	Iteration 37Q: 3 clusters Score -1781274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1781272.625000 Penalty: 4720.111328
	Iteration 38Q: 3 clusters Score -1781273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1781275.875000 Penalty: 4720.111328
	Iteration 39Q: 3 clusters Score -1781276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1781273.625000 Penalty: 4720.111328
	Iteration 40F: 3 clusters Score -1781274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9800 members 
Entering Unmasked Estep 
Score: -134034016.000000 Penalty: 68576.000000
Splitting cluster 6 changes total score from -134020576.000000 to -134034016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (184377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184377 members 
Entering Unmasked Estep 
Score: -25277154.000000 Penalty: 3006.935059
	Iteration 0F: 2 clusters Score -2.527715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -25159800.000000 Penalty: 6013.870117
	Iteration 0F: 3 clusters Score -2.51598e+07 nChanged 88448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -25211162.000000 Penalty: 6013.870117
	Iteration 1F: 3 clusters Score -2.521116e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -25212516.000000 Penalty: 6013.870117
	Iteration 2Q: 3 clusters Score -2.521252e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -25213842.000000 Penalty: 6013.870117
	Iteration 3Q: 3 clusters Score -2.521384e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -25216028.000000 Penalty: 6013.870117
	Iteration 4Q: 3 clusters Score -2.521603e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -25219268.000000 Penalty: 6013.870117
	Iteration 5Q: 3 clusters Score -2.521927e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -25224698.000000 Penalty: 6013.870117
	Iteration 6F: 3 clusters Score -2.52247e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -25233176.000000 Penalty: 6013.870117
	Iteration 7F: 3 clusters Score -2.523318e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -25244232.000000 Penalty: 6013.870117
	Iteration 8F: 3 clusters Score -2.524423e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -25255270.000000 Penalty: 6013.870117
	Iteration 9F: 3 clusters Score -2.525527e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -25263352.000000 Penalty: 6013.870117
	Iteration 10F: 3 clusters Score -2.526335e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -25268112.000000 Penalty: 6013.870117
	Iteration 11Q: 3 clusters Score -2.526811e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -25270722.000000 Penalty: 6013.870117
	Iteration 12Q: 3 clusters Score -2.527072e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 180611 members 
Entering Unmasked Estep 
Score: -25272470.000000 Penalty: 6013.870117
	Iteration 13Q: 3 clusters Score -2.527247e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -25273566.000000 Penalty: 6013.870117
	Iteration 14Q: 3 clusters Score -2.527357e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -25274128.000000 Penalty: 6013.870117
	Iteration 15Q: 3 clusters Score -2.527413e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 183810 members 
Entering Unmasked Estep 
Score: -25274294.000000 Penalty: 6013.870117
	Iteration 16Q: 3 clusters Score -2.527429e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 183970 members 
Entering Unmasked Estep 
Score: -25274408.000000 Penalty: 6013.870117
	Iteration 17Q: 3 clusters Score -2.527441e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 184032 members 
Entering Unmasked Estep 
Score: -25274468.000000 Penalty: 6013.870117
	Iteration 18Q: 3 clusters Score -2.527447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 184054 members 
Entering Unmasked Estep 
Score: -25274532.000000 Penalty: 6013.870117
	Iteration 19Q: 3 clusters Score -2.527453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -25274564.000000 Penalty: 6013.870117
	Iteration 20F: 3 clusters Score -2.527456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 184082 members 
Entering Unmasked Estep 
Score: -25274570.000000 Penalty: 6013.870117
	Iteration 21Q: 3 clusters Score -2.527457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 184090 members 
Entering Unmasked Estep 
Score: -25274584.000000 Penalty: 6013.870117
	Iteration 22Q: 3 clusters Score -2.527458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 184097 members 
Entering Unmasked Estep 
Score: -25274576.000000 Penalty: 6013.870117
	Iteration 23Q: 3 clusters Score -2.527458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 184098 members 
Entering Unmasked Estep 
Score: -25274578.000000 Penalty: 6013.870117
	Iteration 24Q: 3 clusters Score -2.527458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184101 members 
Entering Unmasked Estep 
Score: -25274594.000000 Penalty: 6013.870117
	Iteration 25Q: 3 clusters Score -2.527459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 184102 members 
Entering Unmasked Estep 
Score: -25274598.000000 Penalty: 6013.870117
	Iteration 26Q: 3 clusters Score -2.52746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 184104 members 
Entering Unmasked Estep 
Score: -25274606.000000 Penalty: 6013.870117
	Iteration 27Q: 3 clusters Score -2.527461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184105 members 
Entering Unmasked Estep 
Score: -25274598.000000 Penalty: 6013.870117
	Iteration 28Q: 3 clusters Score -2.52746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184105 members 
Entering Unmasked Estep 
Score: -25274602.000000 Penalty: 6013.870117
	Iteration 29Q: 3 clusters Score -2.52746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -25274594.000000 Penalty: 6013.870117
	Iteration 30Q: 3 clusters Score -2.527459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184108 members 
Entering Unmasked Estep 
Score: -25274584.000000 Penalty: 6013.870117
	Iteration 31Q: 3 clusters Score -2.527458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184114 members 
Entering Unmasked Estep 
Score: -25274574.000000 Penalty: 6013.870117
	Iteration 32Q: 3 clusters Score -2.527457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -25274588.000000 Penalty: 6013.870117
	Iteration 33Q: 3 clusters Score -2.527459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184117 members 
Entering Unmasked Estep 
Score: -25274592.000000 Penalty: 6013.870117
	Iteration 34Q: 3 clusters Score -2.527459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 184118 members 
Entering Unmasked Estep 
Score: -25274596.000000 Penalty: 6013.870117
	Iteration 35Q: 3 clusters Score -2.52746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -25274590.000000 Penalty: 6013.870117
	Iteration 36Q: 3 clusters Score -2.527459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -25274590.000000 Penalty: 6013.870117
	Iteration 37F: 3 clusters Score -2.527459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Entering Unmasked Estep 
Score: -835037.625000 Penalty: 2178.548340
	Iteration 0F: 2 clusters Score -835037.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -829581.250000 Penalty: 4357.096680
	Iteration 0F: 3 clusters Score -829581.2 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -831179.437500 Penalty: 4357.096680
	Iteration 1F: 3 clusters Score -831179.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -831633.375000 Penalty: 4357.096680
	Iteration 2F: 3 clusters Score -831633.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -832194.562500 Penalty: 4357.096680
	Iteration 3F: 3 clusters Score -832194.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -833206.937500 Penalty: 4357.096680
	Iteration 4F: 3 clusters Score -833206.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -835237.625000 Penalty: 4357.096680
	Iteration 5F: 3 clusters Score -835237.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -836910.187500 Penalty: 4357.096680
	Iteration 6F: 3 clusters Score -836910.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -837699.750000 Penalty: 4357.096680
	Iteration 7F: 3 clusters Score -837699.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -838065.625000 Penalty: 4357.096680
	Iteration 8Q: 3 clusters Score -838065.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -838186.687500 Penalty: 4357.096680
	Iteration 9Q: 3 clusters Score -838186.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -838240.375000 Penalty: 4357.096680
	Iteration 10Q: 3 clusters Score -838240.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -838287.812500 Penalty: 4357.096680
	Iteration 11Q: 3 clusters Score -838287.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -838326.062500 Penalty: 4357.096680
	Iteration 12Q: 3 clusters Score -838326.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -838365.000000 Penalty: 4357.096680
	Iteration 13Q: 3 clusters Score -838365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -838415.000000 Penalty: 4357.096680
	Iteration 14Q: 3 clusters Score -838415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -838480.500000 Penalty: 4357.096680
	Iteration 15Q: 3 clusters Score -838480.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -838566.187500 Penalty: 4357.096680
	Iteration 16Q: 3 clusters Score -838566.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -838640.000000 Penalty: 4357.096680
	Iteration 17Q: 3 clusters Score -838640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -838709.125000 Penalty: 4357.096680
	Iteration 18Q: 3 clusters Score -838709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -838773.062500 Penalty: 4357.096680
	Iteration 19Q: 3 clusters Score -838773.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -838859.250000 Penalty: 4357.096680
	Iteration 20F: 3 clusters Score -838859.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -838976.812500 Penalty: 4357.096680
	Iteration 21Q: 3 clusters Score -838976.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -839146.562500 Penalty: 4357.096680
	Iteration 22Q: 3 clusters Score -839146.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -839349.750000 Penalty: 4357.096680
	Iteration 23Q: 3 clusters Score -839349.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -839497.437500 Penalty: 4357.096680
	Iteration 24Q: 3 clusters Score -839497.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -839613.687500 Penalty: 4357.096680
	Iteration 25Q: 3 clusters Score -839613.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -839715.875000 Penalty: 4357.096680
	Iteration 26Q: 3 clusters Score -839715.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -839809.125000 Penalty: 4357.096680
	Iteration 27Q: 3 clusters Score -839809.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -839918.750000 Penalty: 4357.096680
	Iteration 28Q: 3 clusters Score -839918.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -840122.687500 Penalty: 4357.096680
	Iteration 29Q: 3 clusters Score -840122.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -840298.187500 Penalty: 4357.096680
	Iteration 30Q: 3 clusters Score -840298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -840343.250000 Penalty: 4357.096680
	Iteration 31Q: 3 clusters Score -840343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -840350.125000 Penalty: 4357.096680
	Iteration 32Q: 3 clusters Score -840350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -840349.000000 Penalty: 4357.096680
	Iteration 33Q: 3 clusters Score -840349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -840349.000000 Penalty: 4357.096680
	Iteration 34F: 3 clusters Score -840349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 5370 members 
Entering Unmasked Estep 
Score: -134038096.000000 Penalty: 72004.804688
Splitting cluster 8 changes total score from -134020576.000000 to -134038096.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (90883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Entering Unmasked Estep 
Score: -12434304.000000 Penalty: 2831.497314
	Iteration 0F: 2 clusters Score -1.24343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -12373403.000000 Penalty: 5662.994629
	Iteration 0F: 3 clusters Score -1.23734e+07 nChanged 42902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -12398164.000000 Penalty: 5662.994629
	Iteration 1F: 3 clusters Score -1.239816e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -12399129.000000 Penalty: 5662.994629
	Iteration 2Q: 3 clusters Score -1.239913e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -12400387.000000 Penalty: 5662.994629
	Iteration 3Q: 3 clusters Score -1.240039e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -12402006.000000 Penalty: 5662.994629
	Iteration 4Q: 3 clusters Score -1.240201e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -12404230.000000 Penalty: 5662.994629
	Iteration 5F: 3 clusters Score -1.240423e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -12407020.000000 Penalty: 5662.994629
	Iteration 6F: 3 clusters Score -1.240702e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -12410537.000000 Penalty: 5662.994629
	Iteration 7F: 3 clusters Score -1.241054e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -12414226.000000 Penalty: 5662.994629
	Iteration 8F: 3 clusters Score -1.241423e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -12418070.000000 Penalty: 5662.994629
	Iteration 9F: 3 clusters Score -1.241807e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -12421529.000000 Penalty: 5662.994629
	Iteration 10Q: 3 clusters Score -1.242153e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -12424294.000000 Penalty: 5662.994629
	Iteration 11Q: 3 clusters Score -1.242429e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -12426527.000000 Penalty: 5662.994629
	Iteration 12Q: 3 clusters Score -1.242653e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -12428272.000000 Penalty: 5662.994629
	Iteration 13Q: 3 clusters Score -1.242827e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -12429572.000000 Penalty: 5662.994629
	Iteration 14Q: 3 clusters Score -1.242957e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12430525.000000 Penalty: 5662.994629
	Iteration 15Q: 3 clusters Score -1.243052e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12431089.000000 Penalty: 5662.994629
	Iteration 16Q: 3 clusters Score -1.243109e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12431465.000000 Penalty: 5662.994629
	Iteration 17Q: 3 clusters Score -1.243146e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12431671.000000 Penalty: 5662.994629
	Iteration 18Q: 3 clusters Score -1.243167e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12431800.000000 Penalty: 5662.994629
	Iteration 19Q: 3 clusters Score -1.24318e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12431900.000000 Penalty: 5662.994629
	Iteration 20F: 3 clusters Score -1.24319e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12431926.000000 Penalty: 5662.994629
	Iteration 21Q: 3 clusters Score -1.243193e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12431980.000000 Penalty: 5662.994629
	Iteration 22Q: 3 clusters Score -1.243198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12432036.000000 Penalty: 5662.994629
	Iteration 23Q: 3 clusters Score -1.243204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12432080.000000 Penalty: 5662.994629
	Iteration 24Q: 3 clusters Score -1.243208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12432111.000000 Penalty: 5662.994629
	Iteration 25Q: 3 clusters Score -1.243211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12432132.000000 Penalty: 5662.994629
	Iteration 26Q: 3 clusters Score -1.243213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12432143.000000 Penalty: 5662.994629
	Iteration 27Q: 3 clusters Score -1.243214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12432147.000000 Penalty: 5662.994629
	Iteration 28Q: 3 clusters Score -1.243215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12432159.000000 Penalty: 5662.994629
	Iteration 29Q: 3 clusters Score -1.243216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12432173.000000 Penalty: 5662.994629
	Iteration 30Q: 3 clusters Score -1.243217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12432188.000000 Penalty: 5662.994629
	Iteration 31Q: 3 clusters Score -1.243219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12432219.000000 Penalty: 5662.994629
	Iteration 32Q: 3 clusters Score -1.243222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12432233.000000 Penalty: 5662.994629
	Iteration 33Q: 3 clusters Score -1.243223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12432258.000000 Penalty: 5662.994629
	Iteration 34Q: 3 clusters Score -1.243226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12432281.000000 Penalty: 5662.994629
	Iteration 35Q: 3 clusters Score -1.243228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12432277.000000 Penalty: 5662.994629
	Iteration 36Q: 3 clusters Score -1.243228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12432313.000000 Penalty: 5662.994629
	Iteration 37Q: 3 clusters Score -1.243231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12432308.000000 Penalty: 5662.994629
	Iteration 38Q: 3 clusters Score -1.243231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12432327.000000 Penalty: 5662.994629
	Iteration 39Q: 3 clusters Score -1.243233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12432321.000000 Penalty: 5662.994629
	Iteration 40F: 3 clusters Score -1.243232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12432339.000000 Penalty: 5662.994629
	Iteration 41Q: 3 clusters Score -1.243234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12432350.000000 Penalty: 5662.994629
	Iteration 42Q: 3 clusters Score -1.243235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12432356.000000 Penalty: 5662.994629
	Iteration 43Q: 3 clusters Score -1.243236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12432358.000000 Penalty: 5662.994629
	Iteration 44Q: 3 clusters Score -1.243236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12432350.000000 Penalty: 5662.994629
	Iteration 45Q: 3 clusters Score -1.243235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12432349.000000 Penalty: 5662.994629
	Iteration 46Q: 3 clusters Score -1.243235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12432364.000000 Penalty: 5662.994629
	Iteration 47Q: 3 clusters Score -1.243236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12432369.000000 Penalty: 5662.994629
	Iteration 48Q: 3 clusters Score -1.243237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12432367.000000 Penalty: 5662.994629
	Iteration 49Q: 3 clusters Score -1.243237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12432365.000000 Penalty: 5662.994629
	Iteration 50Q: 3 clusters Score -1.243236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12432371.000000 Penalty: 5662.994629
	Iteration 51Q: 3 clusters Score -1.243237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12432370.000000 Penalty: 5662.994629
	Iteration 52Q: 3 clusters Score -1.243237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12432377.000000 Penalty: 5662.994629
	Iteration 53Q: 3 clusters Score -1.243238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12432372.000000 Penalty: 5662.994629
	Iteration 54Q: 3 clusters Score -1.243237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12432376.000000 Penalty: 5662.994629
	Iteration 55Q: 3 clusters Score -1.243238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12432380.000000 Penalty: 5662.994629
	Iteration 56Q: 3 clusters Score -1.243238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12432380.000000 Penalty: 5662.994629
	Iteration 57Q: 3 clusters Score -1.243238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12432389.000000 Penalty: 5662.994629
	Iteration 58Q: 3 clusters Score -1.243239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12432390.000000 Penalty: 5662.994629
	Iteration 59Q: 3 clusters Score -1.243239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12432390.000000 Penalty: 5662.994629
	Iteration 60F: 3 clusters Score -1.243239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Entering Unmasked Estep 
Score: -10589185.000000 Penalty: 2798.183105
	Iteration 0F: 2 clusters Score -1.058918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -10535869.000000 Penalty: 5596.366211
	Iteration 0F: 3 clusters Score -1.053587e+07 nChanged 37337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -10557035.000000 Penalty: 5596.366211
	Iteration 1F: 3 clusters Score -1.055704e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -10557900.000000 Penalty: 5596.366211
	Iteration 2Q: 3 clusters Score -1.05579e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -10559026.000000 Penalty: 5596.366211
	Iteration 3Q: 3 clusters Score -1.055903e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10560631.000000 Penalty: 5596.366211
	Iteration 4Q: 3 clusters Score -1.056063e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -10562312.000000 Penalty: 5596.366211
	Iteration 5Q: 3 clusters Score -1.056231e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -10564532.000000 Penalty: 5596.366211
	Iteration 6F: 3 clusters Score -1.056453e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -10567174.000000 Penalty: 5596.366211
	Iteration 7F: 3 clusters Score -1.056717e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -10570282.000000 Penalty: 5596.366211
	Iteration 8F: 3 clusters Score -1.057028e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -10573770.000000 Penalty: 5596.366211
	Iteration 9F: 3 clusters Score -1.057377e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -10576983.000000 Penalty: 5596.366211
	Iteration 10F: 3 clusters Score -1.057698e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -10579337.000000 Penalty: 5596.366211
	Iteration 11Q: 3 clusters Score -1.057934e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -10580739.000000 Penalty: 5596.366211
	Iteration 12Q: 3 clusters Score -1.058074e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10581718.000000 Penalty: 5596.366211
	Iteration 13Q: 3 clusters Score -1.058172e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -10582572.000000 Penalty: 5596.366211
	Iteration 14Q: 3 clusters Score -1.058257e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -10583337.000000 Penalty: 5596.366211
	Iteration 15Q: 3 clusters Score -1.058334e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -10583943.000000 Penalty: 5596.366211
	Iteration 16Q: 3 clusters Score -1.058394e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -10584487.000000 Penalty: 5596.366211
	Iteration 17Q: 3 clusters Score -1.058449e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -10585015.000000 Penalty: 5596.366211
	Iteration 18Q: 3 clusters Score -1.058502e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -10585563.000000 Penalty: 5596.366211
	Iteration 19Q: 3 clusters Score -1.058556e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -10585904.000000 Penalty: 5596.366211
	Iteration 20F: 3 clusters Score -1.05859e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -10586178.000000 Penalty: 5596.366211
	Iteration 21Q: 3 clusters Score -1.058618e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -10586409.000000 Penalty: 5596.366211
	Iteration 22Q: 3 clusters Score -1.058641e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -10586505.000000 Penalty: 5596.366211
	Iteration 23Q: 3 clusters Score -1.05865e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -10586666.000000 Penalty: 5596.366211
	Iteration 24Q: 3 clusters Score -1.058667e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -10586765.000000 Penalty: 5596.366211
	Iteration 25Q: 3 clusters Score -1.058676e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -10586861.000000 Penalty: 5596.366211
	Iteration 26Q: 3 clusters Score -1.058686e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -10586945.000000 Penalty: 5596.366211
	Iteration 27Q: 3 clusters Score -1.058694e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -10586981.000000 Penalty: 5596.366211
	Iteration 28Q: 3 clusters Score -1.058698e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -10587011.000000 Penalty: 5596.366211
	Iteration 29Q: 3 clusters Score -1.058701e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -10587065.000000 Penalty: 5596.366211
	Iteration 30Q: 3 clusters Score -1.058706e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -10587107.000000 Penalty: 5596.366211
	Iteration 31Q: 3 clusters Score -1.058711e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -10587142.000000 Penalty: 5596.366211
	Iteration 32Q: 3 clusters Score -1.058714e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -10587177.000000 Penalty: 5596.366211
	Iteration 33Q: 3 clusters Score -1.058718e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -10587228.000000 Penalty: 5596.366211
	Iteration 34Q: 3 clusters Score -1.058723e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -10587250.000000 Penalty: 5596.366211
	Iteration 35Q: 3 clusters Score -1.058725e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -10587266.000000 Penalty: 5596.366211
	Iteration 36Q: 3 clusters Score -1.058727e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -10587297.000000 Penalty: 5596.366211
	Iteration 37Q: 3 clusters Score -1.05873e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -10587289.000000 Penalty: 5596.366211
	Iteration 38Q: 3 clusters Score -1.058729e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -10587292.000000 Penalty: 5596.366211
	Iteration 39Q: 3 clusters Score -1.058729e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -10587308.000000 Penalty: 5596.366211
	Iteration 40F: 3 clusters Score -1.058731e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -10587328.000000 Penalty: 5596.366211
	Iteration 41Q: 3 clusters Score -1.058733e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -10587348.000000 Penalty: 5596.366211
	Iteration 42Q: 3 clusters Score -1.058735e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -10587352.000000 Penalty: 5596.366211
	Iteration 43Q: 3 clusters Score -1.058735e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -10587353.000000 Penalty: 5596.366211
	Iteration 44Q: 3 clusters Score -1.058735e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -10587347.000000 Penalty: 5596.366211
	Iteration 45Q: 3 clusters Score -1.058735e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -10587363.000000 Penalty: 5596.366211
	Iteration 46Q: 3 clusters Score -1.058736e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -10587366.000000 Penalty: 5596.366211
	Iteration 47Q: 3 clusters Score -1.058737e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -10587371.000000 Penalty: 5596.366211
	Iteration 48Q: 3 clusters Score -1.058737e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -10587379.000000 Penalty: 5596.366211
	Iteration 49Q: 3 clusters Score -1.058738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -10587391.000000 Penalty: 5596.366211
	Iteration 50Q: 3 clusters Score -1.058739e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -10587391.000000 Penalty: 5596.366211
	Iteration 51Q: 3 clusters Score -1.058739e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -10587400.000000 Penalty: 5596.366211
	Iteration 52Q: 3 clusters Score -1.05874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -10587431.000000 Penalty: 5596.366211
	Iteration 53Q: 3 clusters Score -1.058743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -10587448.000000 Penalty: 5596.366211
	Iteration 54Q: 3 clusters Score -1.058745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -10587448.000000 Penalty: 5596.366211
	Iteration 55Q: 3 clusters Score -1.058745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -10587464.000000 Penalty: 5596.366211
	Iteration 56Q: 3 clusters Score -1.058746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -10587466.000000 Penalty: 5596.366211
	Iteration 57Q: 3 clusters Score -1.058747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -10587471.000000 Penalty: 5596.366211
	Iteration 58Q: 3 clusters Score -1.058747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -10587481.000000 Penalty: 5596.366211
	Iteration 59Q: 3 clusters Score -1.058748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -10587485.000000 Penalty: 5596.366211
	Iteration 60F: 3 clusters Score -1.058748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -10587480.000000 Penalty: 5596.366211
	Iteration 61Q: 3 clusters Score -1.058748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -10587479.000000 Penalty: 5596.366211
	Iteration 62Q: 3 clusters Score -1.058748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -10587476.000000 Penalty: 5596.366211
	Iteration 63Q: 3 clusters Score -1.058748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -10587480.000000 Penalty: 5596.366211
	Iteration 64Q: 3 clusters Score -1.058748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -10587493.000000 Penalty: 5596.366211
	Iteration 65Q: 3 clusters Score -1.058749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10587483.000000 Penalty: 5596.366211
	Iteration 66Q: 3 clusters Score -1.058748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -10587487.000000 Penalty: 5596.366211
	Iteration 67Q: 3 clusters Score -1.058749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -10587483.000000 Penalty: 5596.366211
	Iteration 68Q: 3 clusters Score -1.058748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10587485.000000 Penalty: 5596.366211
	Iteration 69Q: 3 clusters Score -1.058748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -10587492.000000 Penalty: 5596.366211
	Iteration 70Q: 3 clusters Score -1.058749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -10587497.000000 Penalty: 5596.366211
	Iteration 71Q: 3 clusters Score -1.05875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -10587502.000000 Penalty: 5596.366211
	Iteration 72Q: 3 clusters Score -1.05875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -10587499.000000 Penalty: 5596.366211
	Iteration 73Q: 3 clusters Score -1.05875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -10587501.000000 Penalty: 5596.366211
	Iteration 74Q: 3 clusters Score -1.05875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -10587502.000000 Penalty: 5596.366211
	Iteration 75Q: 3 clusters Score -1.05875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -10587497.000000 Penalty: 5596.366211
	Iteration 76Q: 3 clusters Score -1.05875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -10587515.000000 Penalty: 5596.366211
	Iteration 77Q: 3 clusters Score -1.058752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -10587498.000000 Penalty: 5596.366211
	Iteration 78Q: 3 clusters Score -1.05875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -10587488.000000 Penalty: 5596.366211
	Iteration 79Q: 3 clusters Score -1.058749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 74703 members 
Entering Unmasked Estep 
Score: -10587488.000000 Penalty: 5596.366211
	Iteration 80F: 3 clusters Score -1.058749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -10587499.000000 Penalty: 5596.366211
	Iteration 81Q: 3 clusters Score -1.05875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -10587499.000000 Penalty: 5596.366211
	Iteration 82Q: 3 clusters Score -1.05875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -10587501.000000 Penalty: 5596.366211
	Iteration 83Q: 3 clusters Score -1.05875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -10587488.000000 Penalty: 5596.366211
	Iteration 84Q: 3 clusters Score -1.058749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -10587490.000000 Penalty: 5596.366211
	Iteration 85Q: 3 clusters Score -1.058749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -10587491.000000 Penalty: 5596.366211
	Iteration 86Q: 3 clusters Score -1.058749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -10587482.000000 Penalty: 5596.366211
	Iteration 87Q: 3 clusters Score -1.058748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -10587481.000000 Penalty: 5596.366211
	Iteration 88Q: 3 clusters Score -1.058748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -10587484.000000 Penalty: 5596.366211
	Iteration 89Q: 3 clusters Score -1.058748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -10587482.000000 Penalty: 5596.366211
	Iteration 90Q: 3 clusters Score -1.058748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -10587479.000000 Penalty: 5596.366211
	Iteration 91Q: 3 clusters Score -1.058748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -10587487.000000 Penalty: 5596.366211
	Iteration 92Q: 3 clusters Score -1.058749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -10587493.000000 Penalty: 5596.366211
	Iteration 93Q: 3 clusters Score -1.058749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -10587500.000000 Penalty: 5596.366211
	Iteration 94Q: 3 clusters Score -1.05875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -10587500.000000 Penalty: 5596.366211
	Iteration 95Q: 3 clusters Score -1.05875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -10587502.000000 Penalty: 5596.366211
	Iteration 96Q: 3 clusters Score -1.05875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -10587500.000000 Penalty: 5596.366211
	Iteration 97Q: 3 clusters Score -1.05875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -10587503.000000 Penalty: 5596.366211
	Iteration 98Q: 3 clusters Score -1.05875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -10587503.000000 Penalty: 5596.366211
	Iteration 99F: 3 clusters Score -1.05875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Entering Unmasked Estep 
Score: -4652009.000000 Penalty: 2591.367432
	Iteration 0F: 2 clusters Score -4652009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4628456.000000 Penalty: 5182.734863
	Iteration 0F: 3 clusters Score -4628456 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4637037.500000 Penalty: 5182.734863
	Iteration 1F: 3 clusters Score -4637038 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4637450.000000 Penalty: 5182.734863
	Iteration 2Q: 3 clusters Score -4637450 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4637889.500000 Penalty: 5182.734863
	Iteration 3Q: 3 clusters Score -4637890 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4638324.000000 Penalty: 5182.734863
	Iteration 4Q: 3 clusters Score -4638324 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4638909.500000 Penalty: 5182.734863
	Iteration 5Q: 3 clusters Score -4638910 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4639632.000000 Penalty: 5182.734863
	Iteration 6Q: 3 clusters Score -4639632 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4640604.500000 Penalty: 5182.734863
	Iteration 7Q: 3 clusters Score -4640604 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4641746.500000 Penalty: 5182.734863
	Iteration 8Q: 3 clusters Score -4641746 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4642935.000000 Penalty: 5182.734863
	Iteration 9Q: 3 clusters Score -4642935 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4644105.500000 Penalty: 5182.734863
	Iteration 10Q: 3 clusters Score -4644106 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4645071.000000 Penalty: 5182.734863
	Iteration 11Q: 3 clusters Score -4645071 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4645878.000000 Penalty: 5182.734863
	Iteration 12Q: 3 clusters Score -4645878 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4646499.500000 Penalty: 5182.734863
	Iteration 13Q: 3 clusters Score -4646500 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4647047.500000 Penalty: 5182.734863
	Iteration 14Q: 3 clusters Score -4647048 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4647513.500000 Penalty: 5182.734863
	Iteration 15Q: 3 clusters Score -4647514 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4647919.500000 Penalty: 5182.734863
	Iteration 16Q: 3 clusters Score -4647920 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4648191.500000 Penalty: 5182.734863
	Iteration 17Q: 3 clusters Score -4648192 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4648460.500000 Penalty: 5182.734863
	Iteration 18Q: 3 clusters Score -4648460 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4648683.000000 Penalty: 5182.734863
	Iteration 19Q: 3 clusters Score -4648683 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4648849.500000 Penalty: 5182.734863
	Iteration 20F: 3 clusters Score -4648850 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4648995.000000 Penalty: 5182.734863
	Iteration 21Q: 3 clusters Score -4648995 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4649143.500000 Penalty: 5182.734863
	Iteration 22Q: 3 clusters Score -4649144 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4649213.500000 Penalty: 5182.734863
	Iteration 23Q: 3 clusters Score -4649214 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4649296.500000 Penalty: 5182.734863
	Iteration 24Q: 3 clusters Score -4649296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4649376.000000 Penalty: 5182.734863
	Iteration 25Q: 3 clusters Score -4649376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4649425.500000 Penalty: 5182.734863
	Iteration 26Q: 3 clusters Score -4649426 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4649486.500000 Penalty: 5182.734863
	Iteration 27Q: 3 clusters Score -4649486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4649522.000000 Penalty: 5182.734863
	Iteration 28Q: 3 clusters Score -4649522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4649562.500000 Penalty: 5182.734863
	Iteration 29Q: 3 clusters Score -4649562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4649578.500000 Penalty: 5182.734863
	Iteration 30Q: 3 clusters Score -4649578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4649618.000000 Penalty: 5182.734863
	Iteration 31Q: 3 clusters Score -4649618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4649647.000000 Penalty: 5182.734863
	Iteration 32Q: 3 clusters Score -4649647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4649670.500000 Penalty: 5182.734863
	Iteration 33Q: 3 clusters Score -4649670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4649698.500000 Penalty: 5182.734863
	Iteration 34Q: 3 clusters Score -4649698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4649721.500000 Penalty: 5182.734863
	Iteration 35Q: 3 clusters Score -4649722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4649736.000000 Penalty: 5182.734863
	Iteration 36Q: 3 clusters Score -4649736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4649755.000000 Penalty: 5182.734863
	Iteration 37Q: 3 clusters Score -4649755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4649763.000000 Penalty: 5182.734863
	Iteration 38Q: 3 clusters Score -4649763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4649774.500000 Penalty: 5182.734863
	Iteration 39Q: 3 clusters Score -4649774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4649781.000000 Penalty: 5182.734863
	Iteration 40F: 3 clusters Score -4649781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4649785.000000 Penalty: 5182.734863
	Iteration 41Q: 3 clusters Score -4649785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4649781.000000 Penalty: 5182.734863
	Iteration 42Q: 3 clusters Score -4649781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4649790.500000 Penalty: 5182.734863
	Iteration 43Q: 3 clusters Score -4649790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4649797.000000 Penalty: 5182.734863
	Iteration 44Q: 3 clusters Score -4649797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4649803.000000 Penalty: 5182.734863
	Iteration 45Q: 3 clusters Score -4649803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4649809.000000 Penalty: 5182.734863
	Iteration 46Q: 3 clusters Score -4649809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4649817.000000 Penalty: 5182.734863
	Iteration 47Q: 3 clusters Score -4649817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4649817.500000 Penalty: 5182.734863
	Iteration 48Q: 3 clusters Score -4649818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4649826.500000 Penalty: 5182.734863
	Iteration 49Q: 3 clusters Score -4649826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4649822.000000 Penalty: 5182.734863
	Iteration 50Q: 3 clusters Score -4649822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4649829.500000 Penalty: 5182.734863
	Iteration 51Q: 3 clusters Score -4649830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4649834.000000 Penalty: 5182.734863
	Iteration 52Q: 3 clusters Score -4649834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4649839.000000 Penalty: 5182.734863
	Iteration 53Q: 3 clusters Score -4649839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4649841.000000 Penalty: 5182.734863
	Iteration 54Q: 3 clusters Score -4649841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4649848.000000 Penalty: 5182.734863
	Iteration 55Q: 3 clusters Score -4649848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4649855.500000 Penalty: 5182.734863
	Iteration 56Q: 3 clusters Score -4649856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4649850.000000 Penalty: 5182.734863
	Iteration 57Q: 3 clusters Score -4649850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4649856.000000 Penalty: 5182.734863
	Iteration 58Q: 3 clusters Score -4649856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4649851.500000 Penalty: 5182.734863
	Iteration 59Q: 3 clusters Score -4649852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4649856.500000 Penalty: 5182.734863
	Iteration 60F: 3 clusters Score -4649856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4649853.000000 Penalty: 5182.734863
	Iteration 61Q: 3 clusters Score -4649853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4649853.500000 Penalty: 5182.734863
	Iteration 62Q: 3 clusters Score -4649854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4649860.500000 Penalty: 5182.734863
	Iteration 63Q: 3 clusters Score -4649860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4649866.500000 Penalty: 5182.734863
	Iteration 64Q: 3 clusters Score -4649866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4649863.000000 Penalty: 5182.734863
	Iteration 65Q: 3 clusters Score -4649863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4649865.500000 Penalty: 5182.734863
	Iteration 66Q: 3 clusters Score -4649866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4649860.500000 Penalty: 5182.734863
	Iteration 67Q: 3 clusters Score -4649860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4649867.000000 Penalty: 5182.734863
	Iteration 68Q: 3 clusters Score -4649867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4649867.000000 Penalty: 5182.734863
	Iteration 69Q: 3 clusters Score -4649867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4649867.000000 Penalty: 5182.734863
	Iteration 70Q: 3 clusters Score -4649867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4649864.500000 Penalty: 5182.734863
	Iteration 71Q: 3 clusters Score -4649864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4649867.000000 Penalty: 5182.734863
	Iteration 72Q: 3 clusters Score -4649867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4649874.500000 Penalty: 5182.734863
	Iteration 73Q: 3 clusters Score -4649874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4649873.500000 Penalty: 5182.734863
	Iteration 74Q: 3 clusters Score -4649874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4649869.000000 Penalty: 5182.734863
	Iteration 75Q: 3 clusters Score -4649869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4649881.000000 Penalty: 5182.734863
	Iteration 76Q: 3 clusters Score -4649881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4649886.000000 Penalty: 5182.734863
	Iteration 77Q: 3 clusters Score -4649886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4649893.000000 Penalty: 5182.734863
	Iteration 78Q: 3 clusters Score -4649893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4649888.500000 Penalty: 5182.734863
	Iteration 79Q: 3 clusters Score -4649888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4649888.500000 Penalty: 5182.734863
	Iteration 80F: 3 clusters Score -4649888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4649884.500000 Penalty: 5182.734863
	Iteration 81Q: 3 clusters Score -4649884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4649884.500000 Penalty: 5182.734863
	Iteration 82F: 3 clusters Score -4649884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -1716365.250000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -1716365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1706367.625000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -1706368 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1710610.125000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -1710610 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1712124.000000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -1712124 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1713274.750000 Penalty: 4728.010254
	Iteration 3F: 3 clusters Score -1713275 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1714310.125000 Penalty: 4728.010254
	Iteration 4F: 3 clusters Score -1714310 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1715180.000000 Penalty: 4728.010254
	Iteration 5F: 3 clusters Score -1715180 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1715781.500000 Penalty: 4728.010254
	Iteration 6F: 3 clusters Score -1715782 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1716154.375000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -1716154 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1716390.125000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -1716390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1716578.250000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -1716578 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1716713.875000 Penalty: 4728.010254
	Iteration 10Q: 3 clusters Score -1716714 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1716825.500000 Penalty: 4728.010254
	Iteration 11Q: 3 clusters Score -1716826 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1716904.250000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -1716904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1716967.000000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -1716967 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1717023.375000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -1717023 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1717073.375000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -1717073 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1717122.625000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -1717123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1717148.375000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -1717148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1717176.750000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -1717177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1717205.875000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -1717206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1717233.000000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -1717233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1717254.250000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -1717254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1717286.000000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -1717286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1717308.625000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -1717309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1717317.625000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -1717318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1717335.875000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -1717336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1717341.500000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -1717342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1717352.625000 Penalty: 4728.010254
	Iteration 27Q: 3 clusters Score -1717353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1717364.000000 Penalty: 4728.010254
	Iteration 28Q: 3 clusters Score -1717364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1717377.500000 Penalty: 4728.010254
	Iteration 29Q: 3 clusters Score -1717378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1717381.875000 Penalty: 4728.010254
	Iteration 30Q: 3 clusters Score -1717382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1717389.625000 Penalty: 4728.010254
	Iteration 31Q: 3 clusters Score -1717390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1717400.875000 Penalty: 4728.010254
	Iteration 32Q: 3 clusters Score -1717401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1717413.375000 Penalty: 4728.010254
	Iteration 33Q: 3 clusters Score -1717413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1717418.250000 Penalty: 4728.010254
	Iteration 34Q: 3 clusters Score -1717418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1717432.875000 Penalty: 4728.010254
	Iteration 35Q: 3 clusters Score -1717433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1717443.750000 Penalty: 4728.010254
	Iteration 36Q: 3 clusters Score -1717444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1717458.500000 Penalty: 4728.010254
	Iteration 37Q: 3 clusters Score -1717458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1717475.000000 Penalty: 4728.010254
	Iteration 38Q: 3 clusters Score -1717475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1717507.500000 Penalty: 4728.010254
	Iteration 39Q: 3 clusters Score -1717508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1717539.375000 Penalty: 4728.010254
	Iteration 40F: 3 clusters Score -1717539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1717592.875000 Penalty: 4728.010254
	Iteration 41Q: 3 clusters Score -1717593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1717630.000000 Penalty: 4728.010254
	Iteration 42Q: 3 clusters Score -1717630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1717646.875000 Penalty: 4728.010254
	Iteration 43Q: 3 clusters Score -1717647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1717653.500000 Penalty: 4728.010254
	Iteration 44Q: 3 clusters Score -1717654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1717659.750000 Penalty: 4728.010254
	Iteration 45Q: 3 clusters Score -1717660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1717671.875000 Penalty: 4728.010254
	Iteration 46Q: 3 clusters Score -1717672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1717670.000000 Penalty: 4728.010254
	Iteration 47Q: 3 clusters Score -1717670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1717682.875000 Penalty: 4728.010254
	Iteration 48Q: 3 clusters Score -1717683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1717693.625000 Penalty: 4728.010254
	Iteration 49Q: 3 clusters Score -1717694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1717710.250000 Penalty: 4728.010254
	Iteration 50Q: 3 clusters Score -1717710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1717724.625000 Penalty: 4728.010254
	Iteration 51Q: 3 clusters Score -1717725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1717748.750000 Penalty: 4728.010254
	Iteration 52Q: 3 clusters Score -1717749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1717774.875000 Penalty: 4728.010254
	Iteration 53Q: 3 clusters Score -1717775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1717799.000000 Penalty: 4728.010254
	Iteration 54Q: 3 clusters Score -1717799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1717801.625000 Penalty: 4728.010254
	Iteration 55Q: 3 clusters Score -1717802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1717807.250000 Penalty: 4728.010254
	Iteration 56Q: 3 clusters Score -1717807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1717810.250000 Penalty: 4728.010254
	Iteration 57Q: 3 clusters Score -1717810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1717809.500000 Penalty: 4728.010254
	Iteration 58Q: 3 clusters Score -1717810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1717809.875000 Penalty: 4728.010254
	Iteration 59Q: 3 clusters Score -1717810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1717809.875000 Penalty: 4728.010254
	Iteration 60F: 3 clusters Score -1717810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 1139 members 
Entering Unmasked Estep 
Score: -134038760.000000 Penalty: 75433.601562
Splitting cluster 12 changes total score from -134020576.000000 to -134038760.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1502735.000000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -1502735 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 5513 members 
Entering Unmasked Estep 
Score: -1494388.125000 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -1494388 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1496861.250000 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -1496861 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1497148.125000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -1497148 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1497336.375000 Penalty: 4616.008301
	Iteration 3Q: 3 clusters Score -1497336 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1497480.375000 Penalty: 4616.008301
	Iteration 4Q: 3 clusters Score -1497480 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1497596.125000 Penalty: 4616.008301
	Iteration 5Q: 3 clusters Score -1497596 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1497723.375000 Penalty: 4616.008301
	Iteration 6Q: 3 clusters Score -1497723 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1497843.250000 Penalty: 4616.008301
	Iteration 7Q: 3 clusters Score -1497843 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1497963.500000 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -1497964 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1498105.875000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -1498106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1498250.250000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -1498250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1498433.500000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -1498434 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1498613.625000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -1498614 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1498794.000000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -1498794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1498969.375000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -1498969 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1499116.625000 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -1499117 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1499237.625000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -1499238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1499341.250000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -1499341 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1499438.375000 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -1499438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1499515.750000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -1499516 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1499579.000000 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -1499579 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1499625.625000 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -1499626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1499671.500000 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -1499672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1499706.500000 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -1499706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1499754.500000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -1499754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1499786.000000 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -1499786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1499807.750000 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -1499808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1499844.750000 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -1499845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1499871.625000 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -1499872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1499904.250000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -1499904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1499937.750000 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -1499938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1499972.125000 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -1499972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1500021.000000 Penalty: 4616.008301
	Iteration 32Q: 3 clusters Score -1500021 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1500079.250000 Penalty: 4616.008301
	Iteration 33Q: 3 clusters Score -1500079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1500136.375000 Penalty: 4616.008301
	Iteration 34Q: 3 clusters Score -1500136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1500189.750000 Penalty: 4616.008301
	Iteration 35Q: 3 clusters Score -1500190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1500250.750000 Penalty: 4616.008301
	Iteration 36Q: 3 clusters Score -1500251 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1500348.750000 Penalty: 4616.008301
	Iteration 37Q: 3 clusters Score -1500349 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1500451.000000 Penalty: 4616.008301
	Iteration 38Q: 3 clusters Score -1500451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1500548.875000 Penalty: 4616.008301
	Iteration 39Q: 3 clusters Score -1500549 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1500652.250000 Penalty: 4616.008301
	Iteration 40F: 3 clusters Score -1500652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1500739.750000 Penalty: 4616.008301
	Iteration 41Q: 3 clusters Score -1500740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1500801.125000 Penalty: 4616.008301
	Iteration 42Q: 3 clusters Score -1500801 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1500849.875000 Penalty: 4616.008301
	Iteration 43Q: 3 clusters Score -1500850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1500886.000000 Penalty: 4616.008301
	Iteration 44Q: 3 clusters Score -1500886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1500909.125000 Penalty: 4616.008301
	Iteration 45Q: 3 clusters Score -1500909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1500930.625000 Penalty: 4616.008301
	Iteration 46Q: 3 clusters Score -1500931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1500953.500000 Penalty: 4616.008301
	Iteration 47Q: 3 clusters Score -1500954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1500973.125000 Penalty: 4616.008301
	Iteration 48Q: 3 clusters Score -1500973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1500983.000000 Penalty: 4616.008301
	Iteration 49Q: 3 clusters Score -1500983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1500984.125000 Penalty: 4616.008301
	Iteration 50Q: 3 clusters Score -1500984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1500989.500000 Penalty: 4616.008301
	Iteration 51Q: 3 clusters Score -1500990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1500995.750000 Penalty: 4616.008301
	Iteration 52Q: 3 clusters Score -1500996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1500999.125000 Penalty: 4616.008301
	Iteration 53Q: 3 clusters Score -1500999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1501001.125000 Penalty: 4616.008301
	Iteration 54Q: 3 clusters Score -1501001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1501005.000000 Penalty: 4616.008301
	Iteration 55Q: 3 clusters Score -1501005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1501002.750000 Penalty: 4616.008301
	Iteration 56Q: 3 clusters Score -1501003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1501007.125000 Penalty: 4616.008301
	Iteration 57Q: 3 clusters Score -1501007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1501008.750000 Penalty: 4616.008301
	Iteration 58Q: 3 clusters Score -1501009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1501011.500000 Penalty: 4616.008301
	Iteration 59Q: 3 clusters Score -1501012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1501012.250000 Penalty: 4616.008301
	Iteration 60F: 3 clusters Score -1501012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1501015.250000 Penalty: 4616.008301
	Iteration 61Q: 3 clusters Score -1501015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1501016.250000 Penalty: 4616.008301
	Iteration 62Q: 3 clusters Score -1501016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1501013.500000 Penalty: 4616.008301
	Iteration 63Q: 3 clusters Score -1501014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1501012.875000 Penalty: 4616.008301
	Iteration 64Q: 3 clusters Score -1501013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1501013.875000 Penalty: 4616.008301
	Iteration 65Q: 3 clusters Score -1501014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1501015.125000 Penalty: 4616.008301
	Iteration 66Q: 3 clusters Score -1501015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1501014.750000 Penalty: 4616.008301
	Iteration 67Q: 3 clusters Score -1501015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1501016.375000 Penalty: 4616.008301
	Iteration 68Q: 3 clusters Score -1501016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1501015.125000 Penalty: 4616.008301
	Iteration 69Q: 3 clusters Score -1501015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1501017.500000 Penalty: 4616.008301
	Iteration 70Q: 3 clusters Score -1501018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1501016.500000 Penalty: 4616.008301
	Iteration 71Q: 3 clusters Score -1501016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1501016.500000 Penalty: 4616.008301
	Iteration 72F: 3 clusters Score -1501016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Entering Unmasked Estep 
Score: -19610466.000000 Penalty: 2945.836670
	Iteration 0F: 2 clusters Score -1.961047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -19517988.000000 Penalty: 5891.673340
	Iteration 0F: 3 clusters Score -1.951799e+07 nChanged 69075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -19557916.000000 Penalty: 5891.673340
	Iteration 1F: 3 clusters Score -1.955792e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -19559098.000000 Penalty: 5891.673340
	Iteration 2Q: 3 clusters Score -1.95591e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -19560692.000000 Penalty: 5891.673340
	Iteration 3Q: 3 clusters Score -1.956069e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -19564124.000000 Penalty: 5891.673340
	Iteration 4Q: 3 clusters Score -1.956412e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -19569914.000000 Penalty: 5891.673340
	Iteration 5F: 3 clusters Score -1.956991e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -19579420.000000 Penalty: 5891.673340
	Iteration 6F: 3 clusters Score -1.957942e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -19591132.000000 Penalty: 5891.673340
	Iteration 7F: 3 clusters Score -1.959113e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -19599574.000000 Penalty: 5891.673340
	Iteration 8F: 3 clusters Score -1.959957e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 135847 members 
Entering Unmasked Estep 
Score: -19604342.000000 Penalty: 5891.673340
	Iteration 9Q: 3 clusters Score -1.960434e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 138512 members 
Entering Unmasked Estep 
Score: -19606432.000000 Penalty: 5891.673340
	Iteration 10Q: 3 clusters Score -1.960643e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -19607212.000000 Penalty: 5891.673340
	Iteration 11Q: 3 clusters Score -1.960721e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -19607614.000000 Penalty: 5891.673340
	Iteration 12Q: 3 clusters Score -1.960761e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -19607812.000000 Penalty: 5891.673340
	Iteration 13Q: 3 clusters Score -1.960781e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -19607932.000000 Penalty: 5891.673340
	Iteration 14Q: 3 clusters Score -1.960793e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 141977 members 
Entering Unmasked Estep 
Score: -19608018.000000 Penalty: 5891.673340
	Iteration 15Q: 3 clusters Score -1.960802e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 142212 members 
Entering Unmasked Estep 
Score: -19608036.000000 Penalty: 5891.673340
	Iteration 16Q: 3 clusters Score -1.960804e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -19608050.000000 Penalty: 5891.673340
	Iteration 17Q: 3 clusters Score -1.960805e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -19608082.000000 Penalty: 5891.673340
	Iteration 18Q: 3 clusters Score -1.960808e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 142633 members 
Entering Unmasked Estep 
Score: -19608148.000000 Penalty: 5891.673340
	Iteration 19Q: 3 clusters Score -1.960815e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 142724 members 
Entering Unmasked Estep 
Score: -19608174.000000 Penalty: 5891.673340
	Iteration 20F: 3 clusters Score -1.960817e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 142805 members 
Entering Unmasked Estep 
Score: -19608162.000000 Penalty: 5891.673340
	Iteration 21Q: 3 clusters Score -1.960816e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -19608176.000000 Penalty: 5891.673340
	Iteration 22Q: 3 clusters Score -1.960818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -19608166.000000 Penalty: 5891.673340
	Iteration 23Q: 3 clusters Score -1.960817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 142941 members 
Entering Unmasked Estep 
Score: -19608182.000000 Penalty: 5891.673340
	Iteration 24Q: 3 clusters Score -1.960818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -19608194.000000 Penalty: 5891.673340
	Iteration 25Q: 3 clusters Score -1.960819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 142990 members 
Entering Unmasked Estep 
Score: -19608178.000000 Penalty: 5891.673340
	Iteration 26Q: 3 clusters Score -1.960818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 143008 members 
Entering Unmasked Estep 
Score: -19608188.000000 Penalty: 5891.673340
	Iteration 27Q: 3 clusters Score -1.960819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -19608180.000000 Penalty: 5891.673340
	Iteration 28Q: 3 clusters Score -1.960818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 143055 members 
Entering Unmasked Estep 
Score: -19608190.000000 Penalty: 5891.673340
	Iteration 29Q: 3 clusters Score -1.960819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -19608176.000000 Penalty: 5891.673340
	Iteration 30Q: 3 clusters Score -1.960818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 143096 members 
Entering Unmasked Estep 
Score: -19608184.000000 Penalty: 5891.673340
	Iteration 31Q: 3 clusters Score -1.960818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -19608172.000000 Penalty: 5891.673340
	Iteration 32Q: 3 clusters Score -1.960817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 143122 members 
Entering Unmasked Estep 
Score: -19608174.000000 Penalty: 5891.673340
	Iteration 33Q: 3 clusters Score -1.960817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -19608186.000000 Penalty: 5891.673340
	Iteration 34Q: 3 clusters Score -1.960819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -19608192.000000 Penalty: 5891.673340
	Iteration 35Q: 3 clusters Score -1.960819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -19608186.000000 Penalty: 5891.673340
	Iteration 36Q: 3 clusters Score -1.960819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -19608190.000000 Penalty: 5891.673340
	Iteration 37Q: 3 clusters Score -1.960819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -19608186.000000 Penalty: 5891.673340
	Iteration 38Q: 3 clusters Score -1.960819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -19608192.000000 Penalty: 5891.673340
	Iteration 39Q: 3 clusters Score -1.960819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -19608182.000000 Penalty: 5891.673340
	Iteration 40F: 3 clusters Score -1.960818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -19608184.000000 Penalty: 5891.673340
	Iteration 41Q: 3 clusters Score -1.960818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -19608186.000000 Penalty: 5891.673340
	Iteration 42Q: 3 clusters Score -1.960819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -19608204.000000 Penalty: 5891.673340
	Iteration 43Q: 3 clusters Score -1.96082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -19608190.000000 Penalty: 5891.673340
	Iteration 44Q: 3 clusters Score -1.960819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -19608178.000000 Penalty: 5891.673340
	Iteration 45Q: 3 clusters Score -1.960818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 143280 members 
Entering Unmasked Estep 
Score: -19608178.000000 Penalty: 5891.673340
	Iteration 46Q: 3 clusters Score -1.960818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -19608188.000000 Penalty: 5891.673340
	Iteration 47Q: 3 clusters Score -1.960819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -19608184.000000 Penalty: 5891.673340
	Iteration 48Q: 3 clusters Score -1.960818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 143304 members 
Entering Unmasked Estep 
Score: -19608190.000000 Penalty: 5891.673340
	Iteration 49Q: 3 clusters Score -1.960819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -19608206.000000 Penalty: 5891.673340
	Iteration 50Q: 3 clusters Score -1.960821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 143313 members 
Entering Unmasked Estep 
Score: -19608196.000000 Penalty: 5891.673340
	Iteration 51Q: 3 clusters Score -1.96082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -19608202.000000 Penalty: 5891.673340
	Iteration 52Q: 3 clusters Score -1.96082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -19608196.000000 Penalty: 5891.673340
	Iteration 53Q: 3 clusters Score -1.96082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -19608196.000000 Penalty: 5891.673340
	Iteration 54F: 3 clusters Score -1.96082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -932524.000000 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -932524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -926732.062500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -926732.1 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -928682.875000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -928682.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -930333.750000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -930333.8 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -934846.312500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -934846.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -938280.750000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -938280.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -939188.062500 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -939188.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -939562.125000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -939562.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -939896.312500 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -939896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -940026.062500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -940026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -940054.062500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -940054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -940060.500000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -940060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -940061.937500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -940061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -940061.000000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -940061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -940061.000000 Penalty: 4393.892090
	Iteration 13F: 3 clusters Score -940061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 122794 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 5865 members 
Entering Unmasked Estep 
Score: -134045448.000000 Penalty: 78862.398438
Splitting cluster 16 changes total score from -134020576.000000 to -134045448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (122794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Entering Unmasked Estep 
Score: -15836482.000000 Penalty: 2906.129395
	Iteration 0F: 2 clusters Score -1.583648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -15754236.000000 Penalty: 5812.258789
	Iteration 0F: 3 clusters Score -1.575424e+07 nChanged 58682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -15788785.000000 Penalty: 5812.258789
	Iteration 1F: 3 clusters Score -1.578878e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -15791192.000000 Penalty: 5812.258789
	Iteration 2Q: 3 clusters Score -1.579119e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -15795322.000000 Penalty: 5812.258789
	Iteration 3F: 3 clusters Score -1.579532e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -15800289.000000 Penalty: 5812.258789
	Iteration 4F: 3 clusters Score -1.580029e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -15805815.000000 Penalty: 5812.258789
	Iteration 5F: 3 clusters Score -1.580582e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -15811782.000000 Penalty: 5812.258789
	Iteration 6F: 3 clusters Score -1.581178e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -15818111.000000 Penalty: 5812.258789
	Iteration 7F: 3 clusters Score -1.581811e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -15824020.000000 Penalty: 5812.258789
	Iteration 8F: 3 clusters Score -1.582402e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -15828571.000000 Penalty: 5812.258789
	Iteration 9Q: 3 clusters Score -1.582857e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -15831692.000000 Penalty: 5812.258789
	Iteration 10Q: 3 clusters Score -1.583169e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -15833854.000000 Penalty: 5812.258789
	Iteration 11Q: 3 clusters Score -1.583385e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -15835382.000000 Penalty: 5812.258789
	Iteration 12Q: 3 clusters Score -1.583538e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -15836457.000000 Penalty: 5812.258789
	Iteration 13Q: 3 clusters Score -1.583646e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -15837381.000000 Penalty: 5812.258789
	Iteration 14Q: 3 clusters Score -1.583738e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -15838121.000000 Penalty: 5812.258789
	Iteration 15Q: 3 clusters Score -1.583812e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -15838883.000000 Penalty: 5812.258789
	Iteration 16Q: 3 clusters Score -1.583888e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -15839624.000000 Penalty: 5812.258789
	Iteration 17Q: 3 clusters Score -1.583962e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -15840462.000000 Penalty: 5812.258789
	Iteration 18Q: 3 clusters Score -1.584046e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -15841466.000000 Penalty: 5812.258789
	Iteration 19Q: 3 clusters Score -1.584147e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -15842366.000000 Penalty: 5812.258789
	Iteration 20F: 3 clusters Score -1.584237e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -15843158.000000 Penalty: 5812.258789
	Iteration 21Q: 3 clusters Score -1.584316e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -15844074.000000 Penalty: 5812.258789
	Iteration 22Q: 3 clusters Score -1.584407e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -15844840.000000 Penalty: 5812.258789
	Iteration 23Q: 3 clusters Score -1.584484e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 116767 members 
Entering Unmasked Estep 
Score: -15845607.000000 Penalty: 5812.258789
	Iteration 24Q: 3 clusters Score -1.584561e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -15846420.000000 Penalty: 5812.258789
	Iteration 25Q: 3 clusters Score -1.584642e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -15846934.000000 Penalty: 5812.258789
	Iteration 26Q: 3 clusters Score -1.584693e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -15847201.000000 Penalty: 5812.258789
	Iteration 27Q: 3 clusters Score -1.58472e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -15847384.000000 Penalty: 5812.258789
	Iteration 28Q: 3 clusters Score -1.584738e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -15847479.000000 Penalty: 5812.258789
	Iteration 29Q: 3 clusters Score -1.584748e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -15847509.000000 Penalty: 5812.258789
	Iteration 30Q: 3 clusters Score -1.584751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -15847492.000000 Penalty: 5812.258789
	Iteration 31Q: 3 clusters Score -1.584749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -15847524.000000 Penalty: 5812.258789
	Iteration 32Q: 3 clusters Score -1.584752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -15847524.000000 Penalty: 5812.258789
	Iteration 33Q: 3 clusters Score -1.584752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -15847542.000000 Penalty: 5812.258789
	Iteration 34Q: 3 clusters Score -1.584754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -15847542.000000 Penalty: 5812.258789
	Iteration 35Q: 3 clusters Score -1.584754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -15847544.000000 Penalty: 5812.258789
	Iteration 36F: 3 clusters Score -1.584754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -15847558.000000 Penalty: 5812.258789
	Iteration 37Q: 3 clusters Score -1.584756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -15847555.000000 Penalty: 5812.258789
	Iteration 38Q: 3 clusters Score -1.584756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -15847561.000000 Penalty: 5812.258789
	Iteration 39Q: 3 clusters Score -1.584756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -15847564.000000 Penalty: 5812.258789
	Iteration 40F: 3 clusters Score -1.584756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -15847556.000000 Penalty: 5812.258789
	Iteration 41Q: 3 clusters Score -1.584756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -15847556.000000 Penalty: 5812.258789
	Iteration 42F: 3 clusters Score -1.584756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 118551 members 
Entering Unmasked Estep 
Score: -134056328.000000 Penalty: 82291.203125
Splitting cluster 17 changes total score from -134020576.000000 to -134056328.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (10192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Entering Unmasked Estep 
Score: -1383810.000000 Penalty: 2288.880859
	Iteration 0F: 2 clusters Score -1383810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1375970.875000 Penalty: 4577.761719
	Iteration 0F: 3 clusters Score -1375971 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1378278.750000 Penalty: 4577.761719
	Iteration 1F: 3 clusters Score -1378279 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1378605.375000 Penalty: 4577.761719
	Iteration 2F: 3 clusters Score -1378605 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1378852.375000 Penalty: 4577.761719
	Iteration 3F: 3 clusters Score -1378852 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1379040.750000 Penalty: 4577.761719
	Iteration 4Q: 3 clusters Score -1379041 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1379194.000000 Penalty: 4577.761719
	Iteration 5Q: 3 clusters Score -1379194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1379319.125000 Penalty: 4577.761719
	Iteration 6Q: 3 clusters Score -1379319 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1379431.500000 Penalty: 4577.761719
	Iteration 7Q: 3 clusters Score -1379432 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1379549.125000 Penalty: 4577.761719
	Iteration 8Q: 3 clusters Score -1379549 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1379662.375000 Penalty: 4577.761719
	Iteration 9Q: 3 clusters Score -1379662 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1379781.250000 Penalty: 4577.761719
	Iteration 10Q: 3 clusters Score -1379781 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1379932.750000 Penalty: 4577.761719
	Iteration 11Q: 3 clusters Score -1379933 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1380075.750000 Penalty: 4577.761719
	Iteration 12Q: 3 clusters Score -1380076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1380209.125000 Penalty: 4577.761719
	Iteration 13Q: 3 clusters Score -1380209 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1380361.250000 Penalty: 4577.761719
	Iteration 14Q: 3 clusters Score -1380361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1380516.500000 Penalty: 4577.761719
	Iteration 15Q: 3 clusters Score -1380516 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1380664.750000 Penalty: 4577.761719
	Iteration 16Q: 3 clusters Score -1380665 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1380804.750000 Penalty: 4577.761719
	Iteration 17Q: 3 clusters Score -1380805 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1380929.375000 Penalty: 4577.761719
	Iteration 18Q: 3 clusters Score -1380929 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1381044.875000 Penalty: 4577.761719
	Iteration 19Q: 3 clusters Score -1381045 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1381190.625000 Penalty: 4577.761719
	Iteration 20F: 3 clusters Score -1381191 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1381365.375000 Penalty: 4577.761719
	Iteration 21Q: 3 clusters Score -1381365 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1381556.375000 Penalty: 4577.761719
	Iteration 22Q: 3 clusters Score -1381556 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1381797.625000 Penalty: 4577.761719
	Iteration 23Q: 3 clusters Score -1381798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1382012.750000 Penalty: 4577.761719
	Iteration 24Q: 3 clusters Score -1382013 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1382149.250000 Penalty: 4577.761719
	Iteration 25Q: 3 clusters Score -1382149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1382231.875000 Penalty: 4577.761719
	Iteration 26Q: 3 clusters Score -1382232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1382283.750000 Penalty: 4577.761719
	Iteration 27Q: 3 clusters Score -1382284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1382310.250000 Penalty: 4577.761719
	Iteration 28Q: 3 clusters Score -1382310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1382338.875000 Penalty: 4577.761719
	Iteration 29Q: 3 clusters Score -1382339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1382352.500000 Penalty: 4577.761719
	Iteration 30Q: 3 clusters Score -1382352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1382359.625000 Penalty: 4577.761719
	Iteration 31Q: 3 clusters Score -1382360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1382363.000000 Penalty: 4577.761719
	Iteration 32Q: 3 clusters Score -1382363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1382373.125000 Penalty: 4577.761719
	Iteration 33Q: 3 clusters Score -1382373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1382375.625000 Penalty: 4577.761719
	Iteration 34Q: 3 clusters Score -1382376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1382375.500000 Penalty: 4577.761719
	Iteration 35Q: 3 clusters Score -1382376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1382380.375000 Penalty: 4577.761719
	Iteration 36Q: 3 clusters Score -1382380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1382383.500000 Penalty: 4577.761719
	Iteration 37Q: 3 clusters Score -1382384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1382392.250000 Penalty: 4577.761719
	Iteration 38Q: 3 clusters Score -1382392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1382396.500000 Penalty: 4577.761719
	Iteration 39Q: 3 clusters Score -1382396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1382397.250000 Penalty: 4577.761719
	Iteration 40F: 3 clusters Score -1382397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1382396.250000 Penalty: 4577.761719
	Iteration 41Q: 3 clusters Score -1382396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1382397.000000 Penalty: 4577.761719
	Iteration 42Q: 3 clusters Score -1382397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1382400.375000 Penalty: 4577.761719
	Iteration 43Q: 3 clusters Score -1382400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1382403.750000 Penalty: 4577.761719
	Iteration 44Q: 3 clusters Score -1382404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1382399.750000 Penalty: 4577.761719
	Iteration 45Q: 3 clusters Score -1382400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1382403.125000 Penalty: 4577.761719
	Iteration 46Q: 3 clusters Score -1382403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1382402.375000 Penalty: 4577.761719
	Iteration 47Q: 3 clusters Score -1382402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1382403.250000 Penalty: 4577.761719
	Iteration 48Q: 3 clusters Score -1382403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1382403.250000 Penalty: 4577.761719
	Iteration 49F: 3 clusters Score -1382403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140067 members 
Mstep: Class 4 contains 130569 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 184377 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 90883 members 
Mstep: Class 10 contains 79459 members 
Mstep: Class 11 contains 34512 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 15 contains 144116 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 10192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134062824.000000 Penalty: 82291.203125
Iteration 39Q: 25 clusters Score -1.340628e+08 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140632 members 
Mstep: Class 4 contains 130789 members 
Mstep: Class 5 contains 13797 members 
Mstep: Class 6 contains 4691 members 
Mstep: Class 7 contains 184747 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 91411 members 
Mstep: Class 10 contains 79115 members 
Mstep: Class 11 contains 34806 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 144905 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 10384 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 8756 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 115560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134069288.000000 Penalty: 82291.203125
Iteration 40F: 25 clusters Score -1.340693e+08 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 140931 members 
Mstep: Class 4 contains 130731 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 185059 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 91570 members 
Mstep: Class 10 contains 78784 members 
Mstep: Class 11 contains 34795 members 
Mstep: Class 12 contains 13276 members 
Mstep: Class 13 contains 9886 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 145086 members 
Mstep: Class 16 contains 1092 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 114532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134071864.000000 Penalty: 82291.203125
Iteration 41Q: 25 clusters Score -1.340719e+08 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 141238 members 
Mstep: Class 4 contains 130660 members 
Mstep: Class 5 contains 14382 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 185605 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 91678 members 
Mstep: Class 10 contains 78488 members 
Mstep: Class 11 contains 34855 members 
Mstep: Class 12 contains 13537 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 145172 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 10304 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 1319 members 
Mstep: Class 23 contains 6153 members 
Mstep: Class 24 contains 113343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073224.000000 Penalty: 82291.203125
Iteration 42Q: 25 clusters Score -1.340732e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 141573 members 
Mstep: Class 4 contains 130572 members 
Mstep: Class 5 contains 14762 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 186250 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 91782 members 
Mstep: Class 10 contains 78209 members 
Mstep: Class 11 contains 34950 members 
Mstep: Class 12 contains 13810 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 145122 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 7879 members 
Mstep: Class 21 contains 4781 members 
Mstep: Class 22 contains 1336 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 112123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075016.000000 Penalty: 82291.203125
Iteration 43Q: 25 clusters Score -1.34075e+08 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 141873 members 
Mstep: Class 4 contains 130494 members 
Mstep: Class 5 contains 15223 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 186919 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 91882 members 
Mstep: Class 10 contains 77948 members 
Mstep: Class 11 contains 35055 members 
Mstep: Class 12 contains 14069 members 
Mstep: Class 13 contains 8404 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 144960 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 4749 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 111032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076136.000000 Penalty: 82291.203125
Iteration 44Q: 25 clusters Score -1.340761e+08 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 142118 members 
Mstep: Class 4 contains 130372 members 
Mstep: Class 5 contains 15794 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 187616 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 91969 members 
Mstep: Class 10 contains 77711 members 
Mstep: Class 11 contains 35165 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 144703 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 10014 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 110011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076880.000000 Penalty: 82291.203125
Iteration 45Q: 25 clusters Score -1.340769e+08 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 142293 members 
Mstep: Class 4 contains 130221 members 
Mstep: Class 5 contains 16432 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 188378 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92037 members 
Mstep: Class 10 contains 77506 members 
Mstep: Class 11 contains 35259 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 7632 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 144398 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 7406 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 108972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076952.000000 Penalty: 82291.203125
Iteration 46Q: 25 clusters Score -1.34077e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 142417 members 
Mstep: Class 4 contains 130166 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 189049 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92074 members 
Mstep: Class 10 contains 77318 members 
Mstep: Class 11 contains 35370 members 
Mstep: Class 12 contains 14692 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 144073 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 4597 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 107902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134077640.000000 Penalty: 82291.203125
Iteration 47Q: 25 clusters Score -1.340776e+08 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 142529 members 
Mstep: Class 4 contains 130162 members 
Mstep: Class 5 contains 17872 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 189642 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92125 members 
Mstep: Class 10 contains 77151 members 
Mstep: Class 11 contains 35411 members 
Mstep: Class 12 contains 14858 members 
Mstep: Class 13 contains 7087 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 143679 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 6284 members 
Mstep: Class 24 contains 106867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134078216.000000 Penalty: 82291.203125
Iteration 48Q: 25 clusters Score -1.340782e+08 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 142620 members 
Mstep: Class 4 contains 130242 members 
Mstep: Class 5 contains 18653 members 
Mstep: Class 6 contains 6510 members 
Mstep: Class 7 contains 190168 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92150 members 
Mstep: Class 10 contains 76993 members 
Mstep: Class 11 contains 35463 members 
Mstep: Class 12 contains 15018 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 143289 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 18 contains 9651 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 105747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079768.000000 Penalty: 82291.203125
Iteration 49Q: 25 clusters Score -1.340798e+08 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 142658 members 
Mstep: Class 4 contains 130401 members 
Mstep: Class 5 contains 19488 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 190610 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92183 members 
Mstep: Class 10 contains 76867 members 
Mstep: Class 11 contains 35498 members 
Mstep: Class 12 contains 15142 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 142845 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 104645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134080400.000000 Penalty: 82291.203125
Iteration 50Q: 25 clusters Score -1.340804e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 142630 members 
Mstep: Class 4 contains 130678 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 190977 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92227 members 
Mstep: Class 10 contains 76767 members 
Mstep: Class 11 contains 35548 members 
Mstep: Class 12 contains 15242 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 142399 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 6306 members 
Mstep: Class 24 contains 103539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134080920.000000 Penalty: 82291.203125
Iteration 51Q: 25 clusters Score -1.340809e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 142417 members 
Mstep: Class 4 contains 131118 members 
Mstep: Class 5 contains 21185 members 
Mstep: Class 6 contains 6683 members 
Mstep: Class 7 contains 191366 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92263 members 
Mstep: Class 10 contains 76679 members 
Mstep: Class 11 contains 35576 members 
Mstep: Class 12 contains 15328 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 6380 members 
Mstep: Class 15 contains 142084 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 9328 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 7081 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 102341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134081544.000000 Penalty: 82291.203125
Iteration 52Q: 25 clusters Score -1.340815e+08 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 142119 members 
Mstep: Class 4 contains 131658 members 
Mstep: Class 5 contains 22030 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 191791 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92298 members 
Mstep: Class 10 contains 76596 members 
Mstep: Class 11 contains 35597 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 141689 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 6325 members 
Mstep: Class 24 contains 101177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134082024.000000 Penalty: 82291.203125
Iteration 53Q: 25 clusters Score -1.34082e+08 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 141716 members 
Mstep: Class 4 contains 132308 members 
Mstep: Class 5 contains 22932 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 192161 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92350 members 
Mstep: Class 10 contains 76516 members 
Mstep: Class 11 contains 35607 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 141316 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 9151 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 7013 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 6330 members 
Mstep: Class 24 contains 99968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134083000.000000 Penalty: 82291.203125
Iteration 54Q: 25 clusters Score -1.34083e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 141175 members 
Mstep: Class 4 contains 133042 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 192522 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92401 members 
Mstep: Class 10 contains 76453 members 
Mstep: Class 11 contains 35623 members 
Mstep: Class 12 contains 15551 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 7000 members 
Mstep: Class 15 contains 140943 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 9080 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 98853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134084296.000000 Penalty: 82291.203125
Iteration 55Q: 25 clusters Score -1.340843e+08 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 140600 members 
Mstep: Class 4 contains 133852 members 
Mstep: Class 5 contains 24727 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 192894 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92447 members 
Mstep: Class 10 contains 76401 members 
Mstep: Class 11 contains 35656 members 
Mstep: Class 12 contains 15600 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 7145 members 
Mstep: Class 15 contains 140447 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4145 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 4356 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 97841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134085440.000000 Penalty: 82291.203125
Iteration 56Q: 25 clusters Score -1.340854e+08 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 140022 members 
Mstep: Class 4 contains 134697 members 
Mstep: Class 5 contains 25536 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 193211 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92505 members 
Mstep: Class 10 contains 76359 members 
Mstep: Class 11 contains 35667 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 7273 members 
Mstep: Class 15 contains 140069 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 96808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087504.000000 Penalty: 82291.203125
Iteration 57Q: 25 clusters Score -1.340875e+08 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 139432 members 
Mstep: Class 4 contains 135555 members 
Mstep: Class 5 contains 26349 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 193483 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92553 members 
Mstep: Class 10 contains 76323 members 
Mstep: Class 11 contains 35693 members 
Mstep: Class 12 contains 15676 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 7395 members 
Mstep: Class 15 contains 139736 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 6889 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 95748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088352.000000 Penalty: 82291.203125
Iteration 58Q: 25 clusters Score -1.340884e+08 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 138916 members 
Mstep: Class 4 contains 136360 members 
Mstep: Class 5 contains 27105 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 193755 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92591 members 
Mstep: Class 10 contains 76294 members 
Mstep: Class 11 contains 35702 members 
Mstep: Class 12 contains 15704 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 139420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 4318 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 94717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089872.000000 Penalty: 82291.203125
Iteration 59Q: 25 clusters Score -1.340899e+08 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 138502 members 
Mstep: Class 4 contains 137064 members 
Mstep: Class 5 contains 27820 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 194018 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92602 members 
Mstep: Class 10 contains 76266 members 
Mstep: Class 11 contains 35704 members 
Mstep: Class 12 contains 15732 members 
Mstep: Class 13 contains 5580 members 
Mstep: Class 14 contains 7557 members 
Mstep: Class 15 contains 139173 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 93702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091304.000000 Penalty: 82291.203125
Iteration 60F: 25 clusters Score -1.340913e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 138070 members 
Mstep: Class 4 contains 137609 members 
Mstep: Class 5 contains 29168 members 
Mstep: Class 6 contains 6937 members 
Mstep: Class 7 contains 193945 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92633 members 
Mstep: Class 10 contains 76246 members 
Mstep: Class 11 contains 35693 members 
Mstep: Class 12 contains 15752 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 8152 members 
Mstep: Class 15 contains 138499 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 92516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092976.000000 Penalty: 82291.203125
Iteration 61Q: 25 clusters Score -1.34093e+08 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137723 members 
Mstep: Class 4 contains 138057 members 
Mstep: Class 5 contains 30553 members 
Mstep: Class 6 contains 6950 members 
Mstep: Class 7 contains 193743 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92648 members 
Mstep: Class 10 contains 76226 members 
Mstep: Class 11 contains 35684 members 
Mstep: Class 12 contains 15785 members 
Mstep: Class 13 contains 5432 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 137807 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 8587 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 4307 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 91378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134094216.000000 Penalty: 82291.203125
Iteration 62Q: 25 clusters Score -1.340942e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137566 members 
Mstep: Class 4 contains 138362 members 
Mstep: Class 5 contains 31967 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 193410 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92660 members 
Mstep: Class 10 contains 76197 members 
Mstep: Class 11 contains 35687 members 
Mstep: Class 12 contains 15814 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 9538 members 
Mstep: Class 15 contains 137016 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 4421 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 90263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134095720.000000 Penalty: 82291.203125
Iteration 63Q: 25 clusters Score -1.340957e+08 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137524 members 
Mstep: Class 4 contains 138480 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 193065 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92673 members 
Mstep: Class 10 contains 76164 members 
Mstep: Class 11 contains 35688 members 
Mstep: Class 12 contains 15839 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 10277 members 
Mstep: Class 15 contains 136249 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 18 contains 8441 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 89200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134097136.000000 Penalty: 82291.203125
Iteration 64Q: 25 clusters Score -1.340971e+08 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137403 members 
Mstep: Class 4 contains 138567 members 
Mstep: Class 5 contains 34818 members 
Mstep: Class 6 contains 6995 members 
Mstep: Class 7 contains 192716 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92699 members 
Mstep: Class 10 contains 76126 members 
Mstep: Class 11 contains 35678 members 
Mstep: Class 12 contains 15861 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 15 contains 135532 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 88114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134098800.000000 Penalty: 82291.203125
Iteration 65Q: 25 clusters Score -1.340988e+08 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137342 members 
Mstep: Class 4 contains 138468 members 
Mstep: Class 5 contains 36316 members 
Mstep: Class 6 contains 7000 members 
Mstep: Class 7 contains 192471 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92722 members 
Mstep: Class 10 contains 76088 members 
Mstep: Class 11 contains 35638 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 11646 members 
Mstep: Class 15 contains 134733 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 4292 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 87094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134100376.000000 Penalty: 82291.203125
Iteration 66Q: 25 clusters Score -1.341004e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137331 members 
Mstep: Class 4 contains 138247 members 
Mstep: Class 5 contains 37815 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 192366 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92745 members 
Mstep: Class 10 contains 76042 members 
Mstep: Class 11 contains 35607 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 133928 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 6739 members 
Mstep: Class 21 contains 4292 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 86083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134101424.000000 Penalty: 82291.203125
Iteration 67Q: 25 clusters Score -1.341014e+08 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137323 members 
Mstep: Class 4 contains 138043 members 
Mstep: Class 5 contains 39351 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 192302 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92735 members 
Mstep: Class 10 contains 76007 members 
Mstep: Class 11 contains 35577 members 
Mstep: Class 12 contains 15945 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 133085 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 8237 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 6736 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 85139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134102336.000000 Penalty: 82291.203125
Iteration 68Q: 25 clusters Score -1.341023e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137275 members 
Mstep: Class 4 contains 137836 members 
Mstep: Class 5 contains 40883 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 192266 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92715 members 
Mstep: Class 10 contains 75951 members 
Mstep: Class 11 contains 35546 members 
Mstep: Class 12 contains 15998 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 132347 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 6353 members 
Mstep: Class 24 contains 84249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134103264.000000 Penalty: 82291.203125
Iteration 69Q: 25 clusters Score -1.341033e+08 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137216 members 
Mstep: Class 4 contains 137612 members 
Mstep: Class 5 contains 42428 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 192281 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92718 members 
Mstep: Class 10 contains 75905 members 
Mstep: Class 11 contains 35517 members 
Mstep: Class 12 contains 16048 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 13670 members 
Mstep: Class 15 contains 131542 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 6722 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 83459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134104560.000000 Penalty: 82291.203125
Iteration 70Q: 25 clusters Score -1.341046e+08 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137230 members 
Mstep: Class 4 contains 137340 members 
Mstep: Class 5 contains 43977 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 7 contains 192327 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92715 members 
Mstep: Class 10 contains 75860 members 
Mstep: Class 11 contains 35480 members 
Mstep: Class 12 contains 16098 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 14031 members 
Mstep: Class 15 contains 130695 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 6355 members 
Mstep: Class 24 contains 82738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134105472.000000 Penalty: 82291.203125
Iteration 71Q: 25 clusters Score -1.341055e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137207 members 
Mstep: Class 4 contains 137057 members 
Mstep: Class 5 contains 45573 members 
Mstep: Class 6 contains 7019 members 
Mstep: Class 7 contains 192433 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75812 members 
Mstep: Class 11 contains 35449 members 
Mstep: Class 12 contains 16145 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 14343 members 
Mstep: Class 15 contains 129837 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 82005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134106896.000000 Penalty: 82291.203125
Iteration 72Q: 25 clusters Score -1.341069e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137178 members 
Mstep: Class 4 contains 136739 members 
Mstep: Class 5 contains 47250 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 7 contains 192618 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92729 members 
Mstep: Class 10 contains 75760 members 
Mstep: Class 11 contains 35421 members 
Mstep: Class 12 contains 16206 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 128896 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 81286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134108496.000000 Penalty: 82291.203125
Iteration 73Q: 25 clusters Score -1.341085e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137142 members 
Mstep: Class 4 contains 136404 members 
Mstep: Class 5 contains 48933 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 192826 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92735 members 
Mstep: Class 10 contains 75732 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 16248 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 127923 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5864 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 1339 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 80646 members 
Entering Unmasked Estep 
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Score: -134109080.000000 Penalty: 82291.203125
Iteration 74Q: 25 clusters Score -1.341091e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 137152 members 
Mstep: Class 4 contains 136070 members 
Mstep: Class 5 contains 50683 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 192991 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92738 members 
Mstep: Class 10 contains 75691 members 
Mstep: Class 11 contains 35401 members 
Mstep: Class 12 contains 16298 members 
Mstep: Class 13 contains 3910 members 
Mstep: Class 14 contains 15001 members 
Mstep: Class 15 contains 126887 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 1328 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 79988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134110200.000000 Penalty: 82291.203125
Iteration 75Q: 25 clusters Score -1.341102e+08 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 137210 members 
Mstep: Class 4 contains 135748 members 
Mstep: Class 5 contains 52434 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 193156 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92741 members 
Mstep: Class 10 contains 75656 members 
Mstep: Class 11 contains 35393 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 15170 members 
Mstep: Class 15 contains 125781 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5888 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 79364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134111168.000000 Penalty: 82291.203125
Iteration 76Q: 25 clusters Score -1.341112e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 137287 members 
Mstep: Class 4 contains 135385 members 
Mstep: Class 5 contains 54206 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 193371 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92745 members 
Mstep: Class 10 contains 75634 members 
Mstep: Class 11 contains 35370 members 
Mstep: Class 12 contains 16365 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 15 contains 124589 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5902 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 1321 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 78780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134111656.000000 Penalty: 82291.203125
Iteration 77Q: 25 clusters Score -1.341117e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 137373 members 
Mstep: Class 4 contains 135000 members 
Mstep: Class 5 contains 55976 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 193602 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92736 members 
Mstep: Class 10 contains 75608 members 
Mstep: Class 11 contains 35339 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 15470 members 
Mstep: Class 15 contains 123370 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 4269 members 
Mstep: Class 22 contains 1318 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 78266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134112192.000000 Penalty: 82291.203125
Iteration 78Q: 25 clusters Score -1.341122e+08 nChanged 4366
Entering ConstructFrom: 
Score: -134112192.000000 Penalty: 82291.203125
Entering ConstructFrom: 
Trying to split cluster 1 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -289966.343750 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -289966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287194.562500 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -287194.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287948.437500 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -287948.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288156.843750 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -288156.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288270.125000 Penalty: 3844.091309
	Iteration 3Q: 3 clusters Score -288270.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -288350.562500 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -288350.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -288430.937500 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -288430.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -288529.218750 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -288529.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288634.062500 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -288634.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288746.187500 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -288746.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288882.375000 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -288882.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289014.687500 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -289014.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -289149.656250 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -289149.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -289265.875000 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -289265.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -289341.937500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -289341.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289410.625000 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -289410.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289489.750000 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -289489.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289573.031250 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -289573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -289647.281250 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -289647.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -289710.000000 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -289710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289749.687500 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -289749.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289790.687500 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -289790.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289814.000000 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -289814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -289841.312500 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -289841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289884.406250 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -289884.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289964.156250 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -289964.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290066.218750 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -290066.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -290173.781250 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -290173.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -290311.562500 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -290311.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -290434.781250 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -290434.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -290534.625000 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -290534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -290598.875000 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -290598.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -290631.187500 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -290631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -290655.125000 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -290655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -290666.625000 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -290666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -290671.687500 Penalty: 3844.091309
	Iteration 34Q: 3 clusters Score -290671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -290677.437500 Penalty: 3844.091309
	Iteration 35Q: 3 clusters Score -290677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290681.812500 Penalty: 3844.091309
	Iteration 36Q: 3 clusters Score -290681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290685.531250 Penalty: 3844.091309
	Iteration 37Q: 3 clusters Score -290685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -290688.000000 Penalty: 3844.091309
	Iteration 38Q: 3 clusters Score -290688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290696.812500 Penalty: 3844.091309
	Iteration 39Q: 3 clusters Score -290696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290709.093750 Penalty: 3844.091309
	Iteration 40F: 3 clusters Score -290709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290738.781250 Penalty: 3844.091309
	Iteration 41Q: 3 clusters Score -290738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -290807.375000 Penalty: 3844.091309
	Iteration 42Q: 3 clusters Score -290807.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -290959.750000 Penalty: 3844.091309
	Iteration 43Q: 3 clusters Score -290959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -291006.750000 Penalty: 3844.091309
	Iteration 44Q: 3 clusters Score -291006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -291012.000000 Penalty: 3844.091309
	Iteration 45Q: 3 clusters Score -291012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -291012.000000 Penalty: 3844.091309
	Iteration 46F: 3 clusters Score -291012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 137393 members 
Mstep: Class 4 contains 134622 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 193885 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75579 members 
Mstep: Class 11 contains 35314 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 122117 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77839 members 
Mstep: Class 25 contains 886 members 
Entering Unmasked Estep 
Score: -134111448.000000 Penalty: 85720.000000
Splitting cluster 1 changes total score from -134112192.000000 to -134111448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -151407.250000 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -151407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -149328.765625 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -149328.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150001.468750 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -150001.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150577.906250 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -150577.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151739.000000 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -151739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152520.031250 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -152520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152779.437500 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -152779.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -152938.140625 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -152938.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153020.562500 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -153020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153036.593750 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -153036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153047.187500 Penalty: 3544.408447
	Iteration 9F: 3 clusters Score -153047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153125.000000 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -153125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -153125.906250 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -153125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -153125.906250 Penalty: 3544.408447
	Iteration 12F: 3 clusters Score -153125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137393 members 
Mstep: Class 4 contains 134622 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 193885 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75579 members 
Mstep: Class 11 contains 35314 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 122117 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77839 members 
Mstep: Class 25 contains 393 members 
Entering Unmasked Estep 
Score: -134112264.000000 Penalty: 85720.000000
Splitting cluster 2 changes total score from -134112192.000000 to -134112264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (137393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Entering Unmasked Estep 
Score: -18752986.000000 Penalty: 2933.989014
	Iteration 0F: 2 clusters Score -1.875299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -18663096.000000 Penalty: 5867.978027
	Iteration 0F: 3 clusters Score -1.86631e+07 nChanged 65274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -18700836.000000 Penalty: 5867.978027
	Iteration 1F: 3 clusters Score -1.870084e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -18702264.000000 Penalty: 5867.978027
	Iteration 2Q: 3 clusters Score -1.870226e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -18704568.000000 Penalty: 5867.978027
	Iteration 3Q: 3 clusters Score -1.870457e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -18708414.000000 Penalty: 5867.978027
	Iteration 4F: 3 clusters Score -1.870841e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -18715300.000000 Penalty: 5867.978027
	Iteration 5F: 3 clusters Score -1.87153e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -18725692.000000 Penalty: 5867.978027
	Iteration 6F: 3 clusters Score -1.872569e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -18737668.000000 Penalty: 5867.978027
	Iteration 7F: 3 clusters Score -1.873767e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131693 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -18745482.000000 Penalty: 5867.978027
	Iteration 8F: 3 clusters Score -1.874548e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135475 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -18748728.000000 Penalty: 5867.978027
	Iteration 9Q: 3 clusters Score -1.874873e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136700 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18749808.000000 Penalty: 5867.978027
	Iteration 10Q: 3 clusters Score -1.874981e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18750088.000000 Penalty: 5867.978027
	Iteration 11Q: 3 clusters Score -1.875009e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18750192.000000 Penalty: 5867.978027
	Iteration 12Q: 3 clusters Score -1.875019e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137126 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18750232.000000 Penalty: 5867.978027
	Iteration 13Q: 3 clusters Score -1.875023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18750278.000000 Penalty: 5867.978027
	Iteration 14Q: 3 clusters Score -1.875028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18750264.000000 Penalty: 5867.978027
	Iteration 15Q: 3 clusters Score -1.875026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18750280.000000 Penalty: 5867.978027
	Iteration 16Q: 3 clusters Score -1.875028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18750284.000000 Penalty: 5867.978027
	Iteration 17Q: 3 clusters Score -1.875028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18750308.000000 Penalty: 5867.978027
	Iteration 18Q: 3 clusters Score -1.875031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18750306.000000 Penalty: 5867.978027
	Iteration 19Q: 3 clusters Score -1.875031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18750312.000000 Penalty: 5867.978027
	Iteration 20F: 3 clusters Score -1.875031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18750316.000000 Penalty: 5867.978027
	Iteration 21Q: 3 clusters Score -1.875032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18750328.000000 Penalty: 5867.978027
	Iteration 22Q: 3 clusters Score -1.875033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18750350.000000 Penalty: 5867.978027
	Iteration 23Q: 3 clusters Score -1.875035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18750350.000000 Penalty: 5867.978027
	Iteration 24F: 3 clusters Score -1.875035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134622 members 
Entering Unmasked Estep 
Score: -18377510.000000 Penalty: 2928.936035
	Iteration 0F: 2 clusters Score -1.837751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -18288750.000000 Penalty: 5857.872070
	Iteration 0F: 3 clusters Score -1.828875e+07 nChanged 63938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -18326496.000000 Penalty: 5857.872070
	Iteration 1F: 3 clusters Score -1.83265e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -18328502.000000 Penalty: 5857.872070
	Iteration 2Q: 3 clusters Score -1.83285e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -18331360.000000 Penalty: 5857.872070
	Iteration 3Q: 3 clusters Score -1.833136e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -18335956.000000 Penalty: 5857.872070
	Iteration 4F: 3 clusters Score -1.833596e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -18341816.000000 Penalty: 5857.872070
	Iteration 5F: 3 clusters Score -1.834182e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -18348796.000000 Penalty: 5857.872070
	Iteration 6F: 3 clusters Score -1.83488e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -18356340.000000 Penalty: 5857.872070
	Iteration 7F: 3 clusters Score -1.835634e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -18362478.000000 Penalty: 5857.872070
	Iteration 8F: 3 clusters Score -1.836248e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -18366050.000000 Penalty: 5857.872070
	Iteration 9Q: 3 clusters Score -1.836605e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -18367818.000000 Penalty: 5857.872070
	Iteration 10Q: 3 clusters Score -1.836782e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -18368854.000000 Penalty: 5857.872070
	Iteration 11Q: 3 clusters Score -1.836885e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -18369522.000000 Penalty: 5857.872070
	Iteration 12Q: 3 clusters Score -1.836952e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -18370178.000000 Penalty: 5857.872070
	Iteration 13Q: 3 clusters Score -1.837018e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -18370650.000000 Penalty: 5857.872070
	Iteration 14Q: 3 clusters Score -1.837065e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -18370986.000000 Penalty: 5857.872070
	Iteration 15Q: 3 clusters Score -1.837099e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -18371316.000000 Penalty: 5857.872070
	Iteration 16Q: 3 clusters Score -1.837132e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -18371642.000000 Penalty: 5857.872070
	Iteration 17Q: 3 clusters Score -1.837164e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -18371858.000000 Penalty: 5857.872070
	Iteration 18Q: 3 clusters Score -1.837186e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -18371960.000000 Penalty: 5857.872070
	Iteration 19Q: 3 clusters Score -1.837196e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -18372156.000000 Penalty: 5857.872070
	Iteration 20F: 3 clusters Score -1.837216e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -18372362.000000 Penalty: 5857.872070
	Iteration 21Q: 3 clusters Score -1.837236e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -18372578.000000 Penalty: 5857.872070
	Iteration 22Q: 3 clusters Score -1.837258e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -18372740.000000 Penalty: 5857.872070
	Iteration 23Q: 3 clusters Score -1.837274e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -18372868.000000 Penalty: 5857.872070
	Iteration 24Q: 3 clusters Score -1.837287e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -18373086.000000 Penalty: 5857.872070
	Iteration 25Q: 3 clusters Score -1.837309e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -18373254.000000 Penalty: 5857.872070
	Iteration 26Q: 3 clusters Score -1.837325e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -18373450.000000 Penalty: 5857.872070
	Iteration 27Q: 3 clusters Score -1.837345e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -18373656.000000 Penalty: 5857.872070
	Iteration 28Q: 3 clusters Score -1.837366e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -18373758.000000 Penalty: 5857.872070
	Iteration 29Q: 3 clusters Score -1.837376e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -18373936.000000 Penalty: 5857.872070
	Iteration 30Q: 3 clusters Score -1.837394e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -18374150.000000 Penalty: 5857.872070
	Iteration 31Q: 3 clusters Score -1.837415e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -18374412.000000 Penalty: 5857.872070
	Iteration 32Q: 3 clusters Score -1.837441e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 120862 members 
Entering Unmasked Estep 
Score: -18374666.000000 Penalty: 5857.872070
	Iteration 33Q: 3 clusters Score -1.837467e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -18375010.000000 Penalty: 5857.872070
	Iteration 34Q: 3 clusters Score -1.837501e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 122252 members 
Entering Unmasked Estep 
Score: -18375404.000000 Penalty: 5857.872070
	Iteration 35Q: 3 clusters Score -1.83754e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -18376044.000000 Penalty: 5857.872070
	Iteration 36Q: 3 clusters Score -1.837604e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -18376774.000000 Penalty: 5857.872070
	Iteration 37Q: 3 clusters Score -1.837677e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 124254 members 
Entering Unmasked Estep 
Score: -18377502.000000 Penalty: 5857.872070
	Iteration 38Q: 3 clusters Score -1.83775e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -18377880.000000 Penalty: 5857.872070
	Iteration 39Q: 3 clusters Score -1.837788e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 125024 members 
Entering Unmasked Estep 
Score: -18378028.000000 Penalty: 5857.872070
	Iteration 40F: 3 clusters Score -1.837803e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 125270 members 
Entering Unmasked Estep 
Score: -18378138.000000 Penalty: 5857.872070
	Iteration 41Q: 3 clusters Score -1.837814e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 125448 members 
Entering Unmasked Estep 
Score: -18378160.000000 Penalty: 5857.872070
	Iteration 42Q: 3 clusters Score -1.837816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -18378148.000000 Penalty: 5857.872070
	Iteration 43Q: 3 clusters Score -1.837815e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -18378150.000000 Penalty: 5857.872070
	Iteration 44Q: 3 clusters Score -1.837815e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 125739 members 
Entering Unmasked Estep 
Score: -18378174.000000 Penalty: 5857.872070
	Iteration 45Q: 3 clusters Score -1.837817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -18378200.000000 Penalty: 5857.872070
	Iteration 46Q: 3 clusters Score -1.83782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -18378176.000000 Penalty: 5857.872070
	Iteration 47Q: 3 clusters Score -1.837818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -18378182.000000 Penalty: 5857.872070
	Iteration 48Q: 3 clusters Score -1.837818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -18378192.000000 Penalty: 5857.872070
	Iteration 49Q: 3 clusters Score -1.837819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 125893 members 
Entering Unmasked Estep 
Score: -18378168.000000 Penalty: 5857.872070
	Iteration 50Q: 3 clusters Score -1.837817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 125911 members 
Entering Unmasked Estep 
Score: -18378170.000000 Penalty: 5857.872070
	Iteration 51Q: 3 clusters Score -1.837817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -18378152.000000 Penalty: 5857.872070
	Iteration 52Q: 3 clusters Score -1.837815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -18378164.000000 Penalty: 5857.872070
	Iteration 53Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 125934 members 
Entering Unmasked Estep 
Score: -18378160.000000 Penalty: 5857.872070
	Iteration 54Q: 3 clusters Score -1.837816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 125938 members 
Entering Unmasked Estep 
Score: -18378160.000000 Penalty: 5857.872070
	Iteration 55Q: 3 clusters Score -1.837816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -18378160.000000 Penalty: 5857.872070
	Iteration 56Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -18378158.000000 Penalty: 5857.872070
	Iteration 57Q: 3 clusters Score -1.837816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -18378158.000000 Penalty: 5857.872070
	Iteration 58Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -18378166.000000 Penalty: 5857.872070
	Iteration 59Q: 3 clusters Score -1.837817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 125954 members 
Entering Unmasked Estep 
Score: -18378162.000000 Penalty: 5857.872070
	Iteration 60F: 3 clusters Score -1.837816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 125958 members 
Entering Unmasked Estep 
Score: -18378156.000000 Penalty: 5857.872070
	Iteration 61Q: 3 clusters Score -1.837816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 125965 members 
Entering Unmasked Estep 
Score: -18378150.000000 Penalty: 5857.872070
	Iteration 62Q: 3 clusters Score -1.837815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -18378142.000000 Penalty: 5857.872070
	Iteration 63Q: 3 clusters Score -1.837814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -18378152.000000 Penalty: 5857.872070
	Iteration 64Q: 3 clusters Score -1.837815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -18378146.000000 Penalty: 5857.872070
	Iteration 65Q: 3 clusters Score -1.837815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -18378154.000000 Penalty: 5857.872070
	Iteration 66Q: 3 clusters Score -1.837815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -18378156.000000 Penalty: 5857.872070
	Iteration 67Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -18378164.000000 Penalty: 5857.872070
	Iteration 68Q: 3 clusters Score -1.837816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -18378162.000000 Penalty: 5857.872070
	Iteration 69Q: 3 clusters Score -1.837816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -18378160.000000 Penalty: 5857.872070
	Iteration 70Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -18378166.000000 Penalty: 5857.872070
	Iteration 71Q: 3 clusters Score -1.837817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -18378164.000000 Penalty: 5857.872070
	Iteration 72Q: 3 clusters Score -1.837816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -18378166.000000 Penalty: 5857.872070
	Iteration 73Q: 3 clusters Score -1.837817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -18378166.000000 Penalty: 5857.872070
	Iteration 74F: 3 clusters Score -1.837817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137393 members 
Mstep: Class 4 contains 8613 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 193885 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75579 members 
Mstep: Class 11 contains 35314 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 122117 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77839 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 126009 members 
Entering Unmasked Estep 
Score: -134112368.000000 Penalty: 89148.804688
Splitting cluster 4 changes total score from -134112192.000000 to -134112368.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (57743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Entering Unmasked Estep 
Score: -7888681.000000 Penalty: 2719.011963
	Iteration 0F: 2 clusters Score -7888681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -7849965.000000 Penalty: 5438.023926
	Iteration 0F: 3 clusters Score -7849965 nChanged 26707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -7864676.000000 Penalty: 5438.023926
	Iteration 1F: 3 clusters Score -7864676 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -7865206.500000 Penalty: 5438.023926
	Iteration 2Q: 3 clusters Score -7865206 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -7865821.500000 Penalty: 5438.023926
	Iteration 3Q: 3 clusters Score -7865822 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -7866547.500000 Penalty: 5438.023926
	Iteration 4Q: 3 clusters Score -7866548 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -7867421.500000 Penalty: 5438.023926
	Iteration 5Q: 3 clusters Score -7867422 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7868759.500000 Penalty: 5438.023926
	Iteration 6Q: 3 clusters Score -7868760 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -7870565.500000 Penalty: 5438.023926
	Iteration 7F: 3 clusters Score -7870566 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -7873282.500000 Penalty: 5438.023926
	Iteration 8F: 3 clusters Score -7873282 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7876661.000000 Penalty: 5438.023926
	Iteration 9F: 3 clusters Score -7876661 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -7880182.500000 Penalty: 5438.023926
	Iteration 10F: 3 clusters Score -7880182 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7883110.500000 Penalty: 5438.023926
	Iteration 11F: 3 clusters Score -7883110 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7884824.000000 Penalty: 5438.023926
	Iteration 12Q: 3 clusters Score -7884824 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7885580.500000 Penalty: 5438.023926
	Iteration 13Q: 3 clusters Score -7885580 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7885907.500000 Penalty: 5438.023926
	Iteration 14Q: 3 clusters Score -7885908 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7886074.000000 Penalty: 5438.023926
	Iteration 15Q: 3 clusters Score -7886074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7886146.500000 Penalty: 5438.023926
	Iteration 16Q: 3 clusters Score -7886146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7886183.500000 Penalty: 5438.023926
	Iteration 17Q: 3 clusters Score -7886184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7886205.000000 Penalty: 5438.023926
	Iteration 18Q: 3 clusters Score -7886205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7886225.500000 Penalty: 5438.023926
	Iteration 19Q: 3 clusters Score -7886226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7886234.500000 Penalty: 5438.023926
	Iteration 20F: 3 clusters Score -7886234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7886243.000000 Penalty: 5438.023926
	Iteration 21Q: 3 clusters Score -7886243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7886251.500000 Penalty: 5438.023926
	Iteration 22Q: 3 clusters Score -7886252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7886253.500000 Penalty: 5438.023926
	Iteration 23Q: 3 clusters Score -7886254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7886260.500000 Penalty: 5438.023926
	Iteration 24Q: 3 clusters Score -7886260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7886258.500000 Penalty: 5438.023926
	Iteration 25Q: 3 clusters Score -7886258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7886259.000000 Penalty: 5438.023926
	Iteration 26Q: 3 clusters Score -7886259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7886259.000000 Penalty: 5438.023926
	Iteration 27F: 3 clusters Score -7886259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -967037.437500 Penalty: 2198.527344
	Iteration 0F: 2 clusters Score -967037.4 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 3499 members 
Entering Unmasked Estep 
Score: -961193.750000 Penalty: 4397.054688
	Iteration 0F: 3 clusters Score -961193.8 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -962744.625000 Penalty: 4397.054688
	Iteration 1F: 3 clusters Score -962744.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -962994.062500 Penalty: 4397.054688
	Iteration 2F: 3 clusters Score -962994.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -963204.250000 Penalty: 4397.054688
	Iteration 3F: 3 clusters Score -963204.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -963346.937500 Penalty: 4397.054688
	Iteration 4Q: 3 clusters Score -963346.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -963467.500000 Penalty: 4397.054688
	Iteration 5Q: 3 clusters Score -963467.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -963569.687500 Penalty: 4397.054688
	Iteration 6Q: 3 clusters Score -963569.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -963658.375000 Penalty: 4397.054688
	Iteration 7Q: 3 clusters Score -963658.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -963758.000000 Penalty: 4397.054688
	Iteration 8Q: 3 clusters Score -963758 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -963843.000000 Penalty: 4397.054688
	Iteration 9Q: 3 clusters Score -963843 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -963916.000000 Penalty: 4397.054688
	Iteration 10Q: 3 clusters Score -963916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -963984.125000 Penalty: 4397.054688
	Iteration 11Q: 3 clusters Score -963984.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -964065.687500 Penalty: 4397.054688
	Iteration 12Q: 3 clusters Score -964065.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -964172.125000 Penalty: 4397.054688
	Iteration 13Q: 3 clusters Score -964172.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -964279.812500 Penalty: 4397.054688
	Iteration 14Q: 3 clusters Score -964279.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -964398.875000 Penalty: 4397.054688
	Iteration 15Q: 3 clusters Score -964398.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -964513.062500 Penalty: 4397.054688
	Iteration 16Q: 3 clusters Score -964513.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -964604.812500 Penalty: 4397.054688
	Iteration 17Q: 3 clusters Score -964604.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -964676.625000 Penalty: 4397.054688
	Iteration 18Q: 3 clusters Score -964676.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -964740.250000 Penalty: 4397.054688
	Iteration 19Q: 3 clusters Score -964740.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -964800.187500 Penalty: 4397.054688
	Iteration 20F: 3 clusters Score -964800.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -964852.125000 Penalty: 4397.054688
	Iteration 21Q: 3 clusters Score -964852.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -964890.437500 Penalty: 4397.054688
	Iteration 22Q: 3 clusters Score -964890.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -964929.250000 Penalty: 4397.054688
	Iteration 23Q: 3 clusters Score -964929.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -964957.687500 Penalty: 4397.054688
	Iteration 24Q: 3 clusters Score -964957.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -964985.062500 Penalty: 4397.054688
	Iteration 25Q: 3 clusters Score -964985.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -965011.750000 Penalty: 4397.054688
	Iteration 26Q: 3 clusters Score -965011.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -965032.250000 Penalty: 4397.054688
	Iteration 27Q: 3 clusters Score -965032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -965042.687500 Penalty: 4397.054688
	Iteration 28Q: 3 clusters Score -965042.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -965058.437500 Penalty: 4397.054688
	Iteration 29Q: 3 clusters Score -965058.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -965065.125000 Penalty: 4397.054688
	Iteration 30Q: 3 clusters Score -965065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -965073.000000 Penalty: 4397.054688
	Iteration 31Q: 3 clusters Score -965073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -965082.562500 Penalty: 4397.054688
	Iteration 32Q: 3 clusters Score -965082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -965088.062500 Penalty: 4397.054688
	Iteration 33Q: 3 clusters Score -965088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -965095.250000 Penalty: 4397.054688
	Iteration 34Q: 3 clusters Score -965095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -965099.375000 Penalty: 4397.054688
	Iteration 35Q: 3 clusters Score -965099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -965107.875000 Penalty: 4397.054688
	Iteration 36Q: 3 clusters Score -965107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -965110.125000 Penalty: 4397.054688
	Iteration 37Q: 3 clusters Score -965110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -965109.937500 Penalty: 4397.054688
	Iteration 38Q: 3 clusters Score -965109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -965113.562500 Penalty: 4397.054688
	Iteration 39Q: 3 clusters Score -965113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -965114.687500 Penalty: 4397.054688
	Iteration 40F: 3 clusters Score -965114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -965116.375000 Penalty: 4397.054688
	Iteration 41Q: 3 clusters Score -965116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -965117.812500 Penalty: 4397.054688
	Iteration 42Q: 3 clusters Score -965117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -965121.375000 Penalty: 4397.054688
	Iteration 43Q: 3 clusters Score -965121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -965124.625000 Penalty: 4397.054688
	Iteration 44Q: 3 clusters Score -965124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -965125.250000 Penalty: 4397.054688
	Iteration 45Q: 3 clusters Score -965125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -965126.437500 Penalty: 4397.054688
	Iteration 46Q: 3 clusters Score -965126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -965127.062500 Penalty: 4397.054688
	Iteration 47Q: 3 clusters Score -965127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -965127.125000 Penalty: 4397.054688
	Iteration 48Q: 3 clusters Score -965127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -965127.125000 Penalty: 4397.054688
	Iteration 49F: 3 clusters Score -965127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (193885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193885 members 
Entering Unmasked Estep 
Score: -26575068.000000 Penalty: 3019.405029
	Iteration 0F: 2 clusters Score -2.657507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -26452466.000000 Penalty: 6038.810059
	Iteration 0F: 3 clusters Score -2.645247e+07 nChanged 92744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -26506262.000000 Penalty: 6038.810059
	Iteration 1F: 3 clusters Score -2.650626e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -26507038.000000 Penalty: 6038.810059
	Iteration 2Q: 3 clusters Score -2.650704e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -26508156.000000 Penalty: 6038.810059
	Iteration 3Q: 3 clusters Score -2.650816e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -26509838.000000 Penalty: 6038.810059
	Iteration 4Q: 3 clusters Score -2.650984e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 112823 members 
Entering Unmasked Estep 
Score: -26512364.000000 Penalty: 6038.810059
	Iteration 5Q: 3 clusters Score -2.651236e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -26517384.000000 Penalty: 6038.810059
	Iteration 6Q: 3 clusters Score -2.651738e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -26525234.000000 Penalty: 6038.810059
	Iteration 7F: 3 clusters Score -2.652523e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -26536122.000000 Penalty: 6038.810059
	Iteration 8F: 3 clusters Score -2.653612e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 157655 members 
Entering Unmasked Estep 
Score: -26547334.000000 Penalty: 6038.810059
	Iteration 9F: 3 clusters Score -2.654733e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -26555158.000000 Penalty: 6038.810059
	Iteration 10F: 3 clusters Score -2.655516e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -26560234.000000 Penalty: 6038.810059
	Iteration 11Q: 3 clusters Score -2.656023e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -26563168.000000 Penalty: 6038.810059
	Iteration 12Q: 3 clusters Score -2.656317e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 182814 members 
Entering Unmasked Estep 
Score: -26565414.000000 Penalty: 6038.810059
	Iteration 13Q: 3 clusters Score -2.656541e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -26567166.000000 Penalty: 6038.810059
	Iteration 14Q: 3 clusters Score -2.656717e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 187787 members 
Entering Unmasked Estep 
Score: -26568620.000000 Penalty: 6038.810059
	Iteration 15Q: 3 clusters Score -2.656862e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -26569740.000000 Penalty: 6038.810059
	Iteration 16Q: 3 clusters Score -2.656974e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 190711 members 
Entering Unmasked Estep 
Score: -26570566.000000 Penalty: 6038.810059
	Iteration 17Q: 3 clusters Score -2.657057e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 191550 members 
Entering Unmasked Estep 
Score: -26571046.000000 Penalty: 6038.810059
	Iteration 18Q: 3 clusters Score -2.657105e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -26571504.000000 Penalty: 6038.810059
	Iteration 19Q: 3 clusters Score -2.65715e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 192498 members 
Entering Unmasked Estep 
Score: -26571778.000000 Penalty: 6038.810059
	Iteration 20F: 3 clusters Score -2.657178e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 192740 members 
Entering Unmasked Estep 
Score: -26571946.000000 Penalty: 6038.810059
	Iteration 21Q: 3 clusters Score -2.657195e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 192910 members 
Entering Unmasked Estep 
Score: -26572068.000000 Penalty: 6038.810059
	Iteration 22Q: 3 clusters Score -2.657207e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 193041 members 
Entering Unmasked Estep 
Score: -26572156.000000 Penalty: 6038.810059
	Iteration 23Q: 3 clusters Score -2.657216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 193120 members 
Entering Unmasked Estep 
Score: -26572232.000000 Penalty: 6038.810059
	Iteration 24Q: 3 clusters Score -2.657223e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 193165 members 
Entering Unmasked Estep 
Score: -26572242.000000 Penalty: 6038.810059
	Iteration 25Q: 3 clusters Score -2.657224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 193188 members 
Entering Unmasked Estep 
Score: -26572266.000000 Penalty: 6038.810059
	Iteration 26Q: 3 clusters Score -2.657227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 193216 members 
Entering Unmasked Estep 
Score: -26572314.000000 Penalty: 6038.810059
	Iteration 27Q: 3 clusters Score -2.657231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -26572336.000000 Penalty: 6038.810059
	Iteration 28Q: 3 clusters Score -2.657234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 193251 members 
Entering Unmasked Estep 
Score: -26572380.000000 Penalty: 6038.810059
	Iteration 29Q: 3 clusters Score -2.657238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 193258 members 
Entering Unmasked Estep 
Score: -26572370.000000 Penalty: 6038.810059
	Iteration 30Q: 3 clusters Score -2.657237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 193265 members 
Entering Unmasked Estep 
Score: -26572372.000000 Penalty: 6038.810059
	Iteration 31Q: 3 clusters Score -2.657237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 193273 members 
Entering Unmasked Estep 
Score: -26572380.000000 Penalty: 6038.810059
	Iteration 32Q: 3 clusters Score -2.657238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 193276 members 
Entering Unmasked Estep 
Score: -26572372.000000 Penalty: 6038.810059
	Iteration 33Q: 3 clusters Score -2.657237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -26572358.000000 Penalty: 6038.810059
	Iteration 34Q: 3 clusters Score -2.657236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 193276 members 
Entering Unmasked Estep 
Score: -26572340.000000 Penalty: 6038.810059
	Iteration 35Q: 3 clusters Score -2.657234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 193278 members 
Entering Unmasked Estep 
Score: -26572346.000000 Penalty: 6038.810059
	Iteration 36Q: 3 clusters Score -2.657235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 193280 members 
Entering Unmasked Estep 
Score: -26572340.000000 Penalty: 6038.810059
	Iteration 37Q: 3 clusters Score -2.657234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 193282 members 
Entering Unmasked Estep 
Score: -26572356.000000 Penalty: 6038.810059
	Iteration 38Q: 3 clusters Score -2.657236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 193286 members 
Entering Unmasked Estep 
Score: -26572354.000000 Penalty: 6038.810059
	Iteration 39Q: 3 clusters Score -2.657235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 193290 members 
Entering Unmasked Estep 
Score: -26572364.000000 Penalty: 6038.810059
	Iteration 40F: 3 clusters Score -2.657236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -26572366.000000 Penalty: 6038.810059
	Iteration 41Q: 3 clusters Score -2.657237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -26572366.000000 Penalty: 6038.810059
	Iteration 42Q: 3 clusters Score -2.657237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 193296 members 
Entering Unmasked Estep 
Score: -26572378.000000 Penalty: 6038.810059
	Iteration 43Q: 3 clusters Score -2.657238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 193298 members 
Entering Unmasked Estep 
Score: -26572366.000000 Penalty: 6038.810059
	Iteration 44Q: 3 clusters Score -2.657237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 193299 members 
Entering Unmasked Estep 
Score: -26572364.000000 Penalty: 6038.810059
	Iteration 45Q: 3 clusters Score -2.657236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 193299 members 
Entering Unmasked Estep 
Score: -26572364.000000 Penalty: 6038.810059
	Iteration 46F: 3 clusters Score -2.657236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -158241.578125 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -158241.6 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 620 members 
Entering Unmasked Estep 
Score: -156198.031250 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -156198 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156517.359375 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -156517.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156595.578125 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -156595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -156627.671875 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -156627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156641.781250 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -156641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -156646.265625 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -156646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -156653.250000 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -156653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156660.406250 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -156660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156662.093750 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -156662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156662.687500 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -156662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156662.687500 Penalty: 3500.290283
	Iteration 10F: 3 clusters Score -156662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Entering Unmasked Estep 
Score: -12679677.000000 Penalty: 2836.468262
	Iteration 0F: 2 clusters Score -1.267968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -12617352.000000 Penalty: 5672.936523
	Iteration 0F: 3 clusters Score -1.261735e+07 nChanged 43910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -12642517.000000 Penalty: 5672.936523
	Iteration 1F: 3 clusters Score -1.264252e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -12643453.000000 Penalty: 5672.936523
	Iteration 2Q: 3 clusters Score -1.264345e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -12644724.000000 Penalty: 5672.936523
	Iteration 3Q: 3 clusters Score -1.264472e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -12646545.000000 Penalty: 5672.936523
	Iteration 4Q: 3 clusters Score -1.264654e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -12649093.000000 Penalty: 5672.936523
	Iteration 5F: 3 clusters Score -1.264909e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -12652394.000000 Penalty: 5672.936523
	Iteration 6F: 3 clusters Score -1.265239e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -12656613.000000 Penalty: 5672.936523
	Iteration 7F: 3 clusters Score -1.265661e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -12661322.000000 Penalty: 5672.936523
	Iteration 8F: 3 clusters Score -1.266132e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -12665239.000000 Penalty: 5672.936523
	Iteration 9F: 3 clusters Score -1.266524e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -12667930.000000 Penalty: 5672.936523
	Iteration 10Q: 3 clusters Score -1.266793e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -12669647.000000 Penalty: 5672.936523
	Iteration 11Q: 3 clusters Score -1.266965e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -12670612.000000 Penalty: 5672.936523
	Iteration 12Q: 3 clusters Score -1.267061e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -12671113.000000 Penalty: 5672.936523
	Iteration 13Q: 3 clusters Score -1.267111e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -12671385.000000 Penalty: 5672.936523
	Iteration 14Q: 3 clusters Score -1.267138e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -12671589.000000 Penalty: 5672.936523
	Iteration 15Q: 3 clusters Score -1.267159e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -12671753.000000 Penalty: 5672.936523
	Iteration 16Q: 3 clusters Score -1.267175e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -12671886.000000 Penalty: 5672.936523
	Iteration 17Q: 3 clusters Score -1.267189e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -12671980.000000 Penalty: 5672.936523
	Iteration 18Q: 3 clusters Score -1.267198e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -12672091.000000 Penalty: 5672.936523
	Iteration 19Q: 3 clusters Score -1.267209e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -12672160.000000 Penalty: 5672.936523
	Iteration 20F: 3 clusters Score -1.267216e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -12672192.000000 Penalty: 5672.936523
	Iteration 21Q: 3 clusters Score -1.267219e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -12672257.000000 Penalty: 5672.936523
	Iteration 22Q: 3 clusters Score -1.267226e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -12672250.000000 Penalty: 5672.936523
	Iteration 23Q: 3 clusters Score -1.267225e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -12672248.000000 Penalty: 5672.936523
	Iteration 24Q: 3 clusters Score -1.267225e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -12672301.000000 Penalty: 5672.936523
	Iteration 25Q: 3 clusters Score -1.26723e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -12672332.000000 Penalty: 5672.936523
	Iteration 26Q: 3 clusters Score -1.267233e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -12672346.000000 Penalty: 5672.936523
	Iteration 27Q: 3 clusters Score -1.267235e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -12672388.000000 Penalty: 5672.936523
	Iteration 28Q: 3 clusters Score -1.267239e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -12672401.000000 Penalty: 5672.936523
	Iteration 29Q: 3 clusters Score -1.26724e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -12672415.000000 Penalty: 5672.936523
	Iteration 30Q: 3 clusters Score -1.267242e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -12672421.000000 Penalty: 5672.936523
	Iteration 31Q: 3 clusters Score -1.267242e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -12672400.000000 Penalty: 5672.936523
	Iteration 32Q: 3 clusters Score -1.26724e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -12672406.000000 Penalty: 5672.936523
	Iteration 33Q: 3 clusters Score -1.267241e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -12672438.000000 Penalty: 5672.936523
	Iteration 34Q: 3 clusters Score -1.267244e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -12672453.000000 Penalty: 5672.936523
	Iteration 35Q: 3 clusters Score -1.267245e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -12672489.000000 Penalty: 5672.936523
	Iteration 36Q: 3 clusters Score -1.267249e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -12672509.000000 Penalty: 5672.936523
	Iteration 37Q: 3 clusters Score -1.267251e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -12672517.000000 Penalty: 5672.936523
	Iteration 38Q: 3 clusters Score -1.267252e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -12672487.000000 Penalty: 5672.936523
	Iteration 39Q: 3 clusters Score -1.267249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -12672485.000000 Penalty: 5672.936523
	Iteration 40F: 3 clusters Score -1.267248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -12672490.000000 Penalty: 5672.936523
	Iteration 41Q: 3 clusters Score -1.267249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -12672481.000000 Penalty: 5672.936523
	Iteration 42Q: 3 clusters Score -1.267248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -12672461.000000 Penalty: 5672.936523
	Iteration 43Q: 3 clusters Score -1.267246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -12672487.000000 Penalty: 5672.936523
	Iteration 44Q: 3 clusters Score -1.267249e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -12672505.000000 Penalty: 5672.936523
	Iteration 45Q: 3 clusters Score -1.26725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -12672521.000000 Penalty: 5672.936523
	Iteration 46Q: 3 clusters Score -1.267252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -12672525.000000 Penalty: 5672.936523
	Iteration 47Q: 3 clusters Score -1.267252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -12672522.000000 Penalty: 5672.936523
	Iteration 48Q: 3 clusters Score -1.267252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -12672526.000000 Penalty: 5672.936523
	Iteration 49Q: 3 clusters Score -1.267253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -12672533.000000 Penalty: 5672.936523
	Iteration 50Q: 3 clusters Score -1.267253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -12672549.000000 Penalty: 5672.936523
	Iteration 51Q: 3 clusters Score -1.267255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -12672533.000000 Penalty: 5672.936523
	Iteration 52Q: 3 clusters Score -1.267253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -12672537.000000 Penalty: 5672.936523
	Iteration 53Q: 3 clusters Score -1.267254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -12672532.000000 Penalty: 5672.936523
	Iteration 54Q: 3 clusters Score -1.267253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -12672541.000000 Penalty: 5672.936523
	Iteration 55Q: 3 clusters Score -1.267254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -12672535.000000 Penalty: 5672.936523
	Iteration 56Q: 3 clusters Score -1.267254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -12672546.000000 Penalty: 5672.936523
	Iteration 57Q: 3 clusters Score -1.267255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -12672549.000000 Penalty: 5672.936523
	Iteration 58Q: 3 clusters Score -1.267255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -12672541.000000 Penalty: 5672.936523
	Iteration 59Q: 3 clusters Score -1.267254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -12672549.000000 Penalty: 5672.936523
	Iteration 60F: 3 clusters Score -1.267255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -12672547.000000 Penalty: 5672.936523
	Iteration 61Q: 3 clusters Score -1.267255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -12672538.000000 Penalty: 5672.936523
	Iteration 62Q: 3 clusters Score -1.267254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -12672546.000000 Penalty: 5672.936523
	Iteration 63Q: 3 clusters Score -1.267255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -12672538.000000 Penalty: 5672.936523
	Iteration 64Q: 3 clusters Score -1.267254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -12672543.000000 Penalty: 5672.936523
	Iteration 65Q: 3 clusters Score -1.267254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -12672557.000000 Penalty: 5672.936523
	Iteration 66Q: 3 clusters Score -1.267256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -12672554.000000 Penalty: 5672.936523
	Iteration 67Q: 3 clusters Score -1.267255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -12672549.000000 Penalty: 5672.936523
	Iteration 68Q: 3 clusters Score -1.267255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -12672561.000000 Penalty: 5672.936523
	Iteration 69Q: 3 clusters Score -1.267256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -12672558.000000 Penalty: 5672.936523
	Iteration 70Q: 3 clusters Score -1.267256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -12672564.000000 Penalty: 5672.936523
	Iteration 71Q: 3 clusters Score -1.267256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -12672556.000000 Penalty: 5672.936523
	Iteration 72Q: 3 clusters Score -1.267256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -12672560.000000 Penalty: 5672.936523
	Iteration 73Q: 3 clusters Score -1.267256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -12672560.000000 Penalty: 5672.936523
	Iteration 74F: 3 clusters Score -1.267256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Entering Unmasked Estep 
Score: -10098623.000000 Penalty: 2785.767578
	Iteration 0F: 2 clusters Score -1.009862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -10047870.000000 Penalty: 5571.535156
	Iteration 0F: 3 clusters Score -1.004787e+07 nChanged 35363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -10067578.000000 Penalty: 5571.535156
	Iteration 1F: 3 clusters Score -1.006758e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -10068345.000000 Penalty: 5571.535156
	Iteration 2Q: 3 clusters Score -1.006834e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -10069478.000000 Penalty: 5571.535156
	Iteration 3Q: 3 clusters Score -1.006948e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -10070998.000000 Penalty: 5571.535156
	Iteration 4Q: 3 clusters Score -1.0071e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -10072888.000000 Penalty: 5571.535156
	Iteration 5F: 3 clusters Score -1.007289e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -10074799.000000 Penalty: 5571.535156
	Iteration 6F: 3 clusters Score -1.00748e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -10076604.000000 Penalty: 5571.535156
	Iteration 7F: 3 clusters Score -1.00766e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -10077933.000000 Penalty: 5571.535156
	Iteration 8Q: 3 clusters Score -1.007793e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -10078920.000000 Penalty: 5571.535156
	Iteration 9Q: 3 clusters Score -1.007892e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -10079465.000000 Penalty: 5571.535156
	Iteration 10Q: 3 clusters Score -1.007946e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -10080019.000000 Penalty: 5571.535156
	Iteration 11Q: 3 clusters Score -1.008002e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -10080359.000000 Penalty: 5571.535156
	Iteration 12Q: 3 clusters Score -1.008036e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -10080656.000000 Penalty: 5571.535156
	Iteration 13Q: 3 clusters Score -1.008066e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -10080830.000000 Penalty: 5571.535156
	Iteration 14Q: 3 clusters Score -1.008083e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -10081082.000000 Penalty: 5571.535156
	Iteration 15Q: 3 clusters Score -1.008108e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -10081402.000000 Penalty: 5571.535156
	Iteration 16Q: 3 clusters Score -1.00814e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -10081836.000000 Penalty: 5571.535156
	Iteration 17Q: 3 clusters Score -1.008184e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -10082459.000000 Penalty: 5571.535156
	Iteration 18Q: 3 clusters Score -1.008246e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -10083229.000000 Penalty: 5571.535156
	Iteration 19Q: 3 clusters Score -1.008323e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -10084186.000000 Penalty: 5571.535156
	Iteration 20F: 3 clusters Score -1.008419e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -10085421.000000 Penalty: 5571.535156
	Iteration 21Q: 3 clusters Score -1.008542e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -10086957.000000 Penalty: 5571.535156
	Iteration 22Q: 3 clusters Score -1.008696e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -10088570.000000 Penalty: 5571.535156
	Iteration 23Q: 3 clusters Score -1.008857e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -10090372.000000 Penalty: 5571.535156
	Iteration 24Q: 3 clusters Score -1.009037e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -10092077.000000 Penalty: 5571.535156
	Iteration 25Q: 3 clusters Score -1.009208e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -10093495.000000 Penalty: 5571.535156
	Iteration 26Q: 3 clusters Score -1.00935e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -10094542.000000 Penalty: 5571.535156
	Iteration 27Q: 3 clusters Score -1.009454e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -10095289.000000 Penalty: 5571.535156
	Iteration 28Q: 3 clusters Score -1.009529e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -10095760.000000 Penalty: 5571.535156
	Iteration 29Q: 3 clusters Score -1.009576e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -10096103.000000 Penalty: 5571.535156
	Iteration 30Q: 3 clusters Score -1.00961e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -10096285.000000 Penalty: 5571.535156
	Iteration 31Q: 3 clusters Score -1.009628e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -10096457.000000 Penalty: 5571.535156
	Iteration 32Q: 3 clusters Score -1.009646e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -10096540.000000 Penalty: 5571.535156
	Iteration 33Q: 3 clusters Score -1.009654e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -10096642.000000 Penalty: 5571.535156
	Iteration 34Q: 3 clusters Score -1.009664e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -10096734.000000 Penalty: 5571.535156
	Iteration 35Q: 3 clusters Score -1.009673e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -10096753.000000 Penalty: 5571.535156
	Iteration 36Q: 3 clusters Score -1.009675e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -10096761.000000 Penalty: 5571.535156
	Iteration 37Q: 3 clusters Score -1.009676e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -10096798.000000 Penalty: 5571.535156
	Iteration 38Q: 3 clusters Score -1.00968e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -10096821.000000 Penalty: 5571.535156
	Iteration 39Q: 3 clusters Score -1.009682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -10096866.000000 Penalty: 5571.535156
	Iteration 40F: 3 clusters Score -1.009687e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -10096852.000000 Penalty: 5571.535156
	Iteration 41Q: 3 clusters Score -1.009685e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -10096853.000000 Penalty: 5571.535156
	Iteration 42Q: 3 clusters Score -1.009685e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -10096859.000000 Penalty: 5571.535156
	Iteration 43Q: 3 clusters Score -1.009686e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -10096888.000000 Penalty: 5571.535156
	Iteration 44Q: 3 clusters Score -1.009689e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -10096906.000000 Penalty: 5571.535156
	Iteration 45Q: 3 clusters Score -1.009691e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -10096898.000000 Penalty: 5571.535156
	Iteration 46Q: 3 clusters Score -1.00969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10096908.000000 Penalty: 5571.535156
	Iteration 47Q: 3 clusters Score -1.009691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -10096920.000000 Penalty: 5571.535156
	Iteration 48Q: 3 clusters Score -1.009692e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -10096919.000000 Penalty: 5571.535156
	Iteration 49Q: 3 clusters Score -1.009692e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -10096924.000000 Penalty: 5571.535156
	Iteration 50Q: 3 clusters Score -1.009692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -10096927.000000 Penalty: 5571.535156
	Iteration 51Q: 3 clusters Score -1.009693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -10096925.000000 Penalty: 5571.535156
	Iteration 52Q: 3 clusters Score -1.009692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -10096929.000000 Penalty: 5571.535156
	Iteration 53Q: 3 clusters Score -1.009693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -10096941.000000 Penalty: 5571.535156
	Iteration 54Q: 3 clusters Score -1.009694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -10096952.000000 Penalty: 5571.535156
	Iteration 55Q: 3 clusters Score -1.009695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -10096946.000000 Penalty: 5571.535156
	Iteration 56Q: 3 clusters Score -1.009695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -10096956.000000 Penalty: 5571.535156
	Iteration 57Q: 3 clusters Score -1.009696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10096950.000000 Penalty: 5571.535156
	Iteration 58Q: 3 clusters Score -1.009695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -10096941.000000 Penalty: 5571.535156
	Iteration 59Q: 3 clusters Score -1.009694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -10096949.000000 Penalty: 5571.535156
	Iteration 60F: 3 clusters Score -1.009695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -10096943.000000 Penalty: 5571.535156
	Iteration 61Q: 3 clusters Score -1.009694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -10096943.000000 Penalty: 5571.535156
	Iteration 62Q: 3 clusters Score -1.009694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71166 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -10096954.000000 Penalty: 5571.535156
	Iteration 63Q: 3 clusters Score -1.009695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -10096947.000000 Penalty: 5571.535156
	Iteration 64Q: 3 clusters Score -1.009695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -10096949.000000 Penalty: 5571.535156
	Iteration 65Q: 3 clusters Score -1.009695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10096947.000000 Penalty: 5571.535156
	Iteration 66Q: 3 clusters Score -1.009695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -10096956.000000 Penalty: 5571.535156
	Iteration 67Q: 3 clusters Score -1.009696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -10096944.000000 Penalty: 5571.535156
	Iteration 68Q: 3 clusters Score -1.009694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -10096959.000000 Penalty: 5571.535156
	Iteration 69Q: 3 clusters Score -1.009696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10096950.000000 Penalty: 5571.535156
	Iteration 70Q: 3 clusters Score -1.009695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -10096949.000000 Penalty: 5571.535156
	Iteration 71Q: 3 clusters Score -1.009695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -10096958.000000 Penalty: 5571.535156
	Iteration 72Q: 3 clusters Score -1.009696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -10096956.000000 Penalty: 5571.535156
	Iteration 73Q: 3 clusters Score -1.009696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -10096953.000000 Penalty: 5571.535156
	Iteration 74Q: 3 clusters Score -1.009695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -10096950.000000 Penalty: 5571.535156
	Iteration 75Q: 3 clusters Score -1.009695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10096954.000000 Penalty: 5571.535156
	Iteration 76Q: 3 clusters Score -1.009695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -10096959.000000 Penalty: 5571.535156
	Iteration 77Q: 3 clusters Score -1.009696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -10096959.000000 Penalty: 5571.535156
	Iteration 78Q: 3 clusters Score -1.009696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10096952.000000 Penalty: 5571.535156
	Iteration 79Q: 3 clusters Score -1.009695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -10096956.000000 Penalty: 5571.535156
	Iteration 80F: 3 clusters Score -1.009696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10096956.000000 Penalty: 5571.535156
	Iteration 81Q: 3 clusters Score -1.009696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10096955.000000 Penalty: 5571.535156
	Iteration 82Q: 3 clusters Score -1.009696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10096962.000000 Penalty: 5571.535156
	Iteration 83Q: 3 clusters Score -1.009696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10096962.000000 Penalty: 5571.535156
	Iteration 84Q: 3 clusters Score -1.009696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10096966.000000 Penalty: 5571.535156
	Iteration 85Q: 3 clusters Score -1.009697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -10096971.000000 Penalty: 5571.535156
	Iteration 86Q: 3 clusters Score -1.009697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10096965.000000 Penalty: 5571.535156
	Iteration 87Q: 3 clusters Score -1.009696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10096961.000000 Penalty: 5571.535156
	Iteration 88Q: 3 clusters Score -1.009696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -10096966.000000 Penalty: 5571.535156
	Iteration 89Q: 3 clusters Score -1.009697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -10096970.000000 Penalty: 5571.535156
	Iteration 90Q: 3 clusters Score -1.009697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -10096961.000000 Penalty: 5571.535156
	Iteration 91Q: 3 clusters Score -1.009696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -10096953.000000 Penalty: 5571.535156
	Iteration 92Q: 3 clusters Score -1.009695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -10096963.000000 Penalty: 5571.535156
	Iteration 93Q: 3 clusters Score -1.009696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -10096958.000000 Penalty: 5571.535156
	Iteration 94Q: 3 clusters Score -1.009696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -10096970.000000 Penalty: 5571.535156
	Iteration 95Q: 3 clusters Score -1.009697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10096980.000000 Penalty: 5571.535156
	Iteration 96Q: 3 clusters Score -1.009698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10096963.000000 Penalty: 5571.535156
	Iteration 97Q: 3 clusters Score -1.009696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10096976.000000 Penalty: 5571.535156
	Iteration 98Q: 3 clusters Score -1.009698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -10096971.000000 Penalty: 5571.535156
	Iteration 99Q: 3 clusters Score -1.009697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -10096968.000000 Penalty: 5571.535156
	Iteration 100F: 3 clusters Score -1.009697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -10096972.000000 Penalty: 5571.535156
	Iteration 101Q: 3 clusters Score -1.009697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -10096980.000000 Penalty: 5571.535156
	Iteration 102Q: 3 clusters Score -1.009698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -10096981.000000 Penalty: 5571.535156
	Iteration 103Q: 3 clusters Score -1.009698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -10096990.000000 Penalty: 5571.535156
	Iteration 104Q: 3 clusters Score -1.009699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10097000.000000 Penalty: 5571.535156
	Iteration 105Q: 3 clusters Score -1.0097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -10097008.000000 Penalty: 5571.535156
	Iteration 106Q: 3 clusters Score -1.009701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10097008.000000 Penalty: 5571.535156
	Iteration 107Q: 3 clusters Score -1.009701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10096999.000000 Penalty: 5571.535156
	Iteration 108Q: 3 clusters Score -1.0097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -10097024.000000 Penalty: 5571.535156
	Iteration 109Q: 3 clusters Score -1.009702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -10097022.000000 Penalty: 5571.535156
	Iteration 110Q: 3 clusters Score -1.009702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -10097014.000000 Penalty: 5571.535156
	Iteration 111Q: 3 clusters Score -1.009701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10097017.000000 Penalty: 5571.535156
	Iteration 112Q: 3 clusters Score -1.009702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -10097016.000000 Penalty: 5571.535156
	Iteration 113Q: 3 clusters Score -1.009702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10097017.000000 Penalty: 5571.535156
	Iteration 114Q: 3 clusters Score -1.009702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -10097016.000000 Penalty: 5571.535156
	Iteration 115Q: 3 clusters Score -1.009702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -10097011.000000 Penalty: 5571.535156
	Iteration 116Q: 3 clusters Score -1.009701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -10097019.000000 Penalty: 5571.535156
	Iteration 117Q: 3 clusters Score -1.009702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -10097020.000000 Penalty: 5571.535156
	Iteration 118Q: 3 clusters Score -1.009702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -10097029.000000 Penalty: 5571.535156
	Iteration 119Q: 3 clusters Score -1.009703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10097024.000000 Penalty: 5571.535156
	Iteration 120F: 3 clusters Score -1.009702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -10097022.000000 Penalty: 5571.535156
	Iteration 121Q: 3 clusters Score -1.009702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -10097018.000000 Penalty: 5571.535156
	Iteration 122Q: 3 clusters Score -1.009702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -10097015.000000 Penalty: 5571.535156
	Iteration 123Q: 3 clusters Score -1.009702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -10097014.000000 Penalty: 5571.535156
	Iteration 124Q: 3 clusters Score -1.009701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -10097012.000000 Penalty: 5571.535156
	Iteration 125Q: 3 clusters Score -1.009701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10097027.000000 Penalty: 5571.535156
	Iteration 126Q: 3 clusters Score -1.009703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -10097026.000000 Penalty: 5571.535156
	Iteration 127Q: 3 clusters Score -1.009703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -10097038.000000 Penalty: 5571.535156
	Iteration 128Q: 3 clusters Score -1.009704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10097038.000000 Penalty: 5571.535156
	Iteration 129Q: 3 clusters Score -1.009704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10097035.000000 Penalty: 5571.535156
	Iteration 130Q: 3 clusters Score -1.009704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -10097039.000000 Penalty: 5571.535156
	Iteration 131Q: 3 clusters Score -1.009704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -10097048.000000 Penalty: 5571.535156
	Iteration 132Q: 3 clusters Score -1.009705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -10097054.000000 Penalty: 5571.535156
	Iteration 133Q: 3 clusters Score -1.009705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -10097053.000000 Penalty: 5571.535156
	Iteration 134Q: 3 clusters Score -1.009705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -10097060.000000 Penalty: 5571.535156
	Iteration 135Q: 3 clusters Score -1.009706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -10097058.000000 Penalty: 5571.535156
	Iteration 136Q: 3 clusters Score -1.009706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10097053.000000 Penalty: 5571.535156
	Iteration 137Q: 3 clusters Score -1.009705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10097047.000000 Penalty: 5571.535156
	Iteration 138Q: 3 clusters Score -1.009705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10097047.000000 Penalty: 5571.535156
	Iteration 139F: 3 clusters Score -1.009705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Entering Unmasked Estep 
Score: -4755801.500000 Penalty: 2597.064453
	Iteration 0F: 2 clusters Score -4755802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4731948.500000 Penalty: 5194.128906
	Iteration 0F: 3 clusters Score -4731948 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4740506.500000 Penalty: 5194.128906
	Iteration 1F: 3 clusters Score -4740506 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4741078.000000 Penalty: 5194.128906
	Iteration 2Q: 3 clusters Score -4741078 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4741756.500000 Penalty: 5194.128906
	Iteration 3Q: 3 clusters Score -4741756 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4742764.000000 Penalty: 5194.128906
	Iteration 4F: 3 clusters Score -4742764 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4744016.500000 Penalty: 5194.128906
	Iteration 5F: 3 clusters Score -4744016 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4745541.500000 Penalty: 5194.128906
	Iteration 6F: 3 clusters Score -4745542 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4747082.000000 Penalty: 5194.128906
	Iteration 7F: 3 clusters Score -4747082 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4748432.500000 Penalty: 5194.128906
	Iteration 8F: 3 clusters Score -4748432 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4749679.000000 Penalty: 5194.128906
	Iteration 9F: 3 clusters Score -4749679 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4750688.500000 Penalty: 5194.128906
	Iteration 10Q: 3 clusters Score -4750688 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4751876.000000 Penalty: 5194.128906
	Iteration 11Q: 3 clusters Score -4751876 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4753394.500000 Penalty: 5194.128906
	Iteration 12Q: 3 clusters Score -4753394 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4753689.500000 Penalty: 5194.128906
	Iteration 13Q: 3 clusters Score -4753690 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4753816.500000 Penalty: 5194.128906
	Iteration 14Q: 3 clusters Score -4753816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4753917.000000 Penalty: 5194.128906
	Iteration 15Q: 3 clusters Score -4753917 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4754003.000000 Penalty: 5194.128906
	Iteration 16Q: 3 clusters Score -4754003 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4754054.500000 Penalty: 5194.128906
	Iteration 17Q: 3 clusters Score -4754054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4754100.500000 Penalty: 5194.128906
	Iteration 18Q: 3 clusters Score -4754100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4754146.000000 Penalty: 5194.128906
	Iteration 19Q: 3 clusters Score -4754146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4754159.500000 Penalty: 5194.128906
	Iteration 20F: 3 clusters Score -4754160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4754195.000000 Penalty: 5194.128906
	Iteration 21Q: 3 clusters Score -4754195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4754206.500000 Penalty: 5194.128906
	Iteration 22Q: 3 clusters Score -4754206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4754211.000000 Penalty: 5194.128906
	Iteration 23Q: 3 clusters Score -4754211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4754227.000000 Penalty: 5194.128906
	Iteration 24Q: 3 clusters Score -4754227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4754238.500000 Penalty: 5194.128906
	Iteration 25Q: 3 clusters Score -4754238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4754246.000000 Penalty: 5194.128906
	Iteration 26Q: 3 clusters Score -4754246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4754242.000000 Penalty: 5194.128906
	Iteration 27Q: 3 clusters Score -4754242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4754258.000000 Penalty: 5194.128906
	Iteration 28Q: 3 clusters Score -4754258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4754248.500000 Penalty: 5194.128906
	Iteration 29Q: 3 clusters Score -4754248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4754251.500000 Penalty: 5194.128906
	Iteration 30Q: 3 clusters Score -4754252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4754259.500000 Penalty: 5194.128906
	Iteration 31Q: 3 clusters Score -4754260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4754262.500000 Penalty: 5194.128906
	Iteration 32Q: 3 clusters Score -4754262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4754260.000000 Penalty: 5194.128906
	Iteration 33Q: 3 clusters Score -4754260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4754264.000000 Penalty: 5194.128906
	Iteration 34Q: 3 clusters Score -4754264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4754261.500000 Penalty: 5194.128906
	Iteration 35Q: 3 clusters Score -4754262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4754265.000000 Penalty: 5194.128906
	Iteration 36Q: 3 clusters Score -4754265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4754266.500000 Penalty: 5194.128906
	Iteration 37Q: 3 clusters Score -4754266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4754260.500000 Penalty: 5194.128906
	Iteration 38Q: 3 clusters Score -4754260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4754260.000000 Penalty: 5194.128906
	Iteration 39Q: 3 clusters Score -4754260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4754264.500000 Penalty: 5194.128906
	Iteration 40F: 3 clusters Score -4754264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4754270.000000 Penalty: 5194.128906
	Iteration 41Q: 3 clusters Score -4754270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4754273.500000 Penalty: 5194.128906
	Iteration 42Q: 3 clusters Score -4754274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4754276.000000 Penalty: 5194.128906
	Iteration 43Q: 3 clusters Score -4754276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4754282.500000 Penalty: 5194.128906
	Iteration 44Q: 3 clusters Score -4754282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4754282.500000 Penalty: 5194.128906
	Iteration 45Q: 3 clusters Score -4754282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4754281.500000 Penalty: 5194.128906
	Iteration 46Q: 3 clusters Score -4754282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4754279.500000 Penalty: 5194.128906
	Iteration 47Q: 3 clusters Score -4754280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4754284.000000 Penalty: 5194.128906
	Iteration 48Q: 3 clusters Score -4754284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4754285.000000 Penalty: 5194.128906
	Iteration 49Q: 3 clusters Score -4754285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4754279.500000 Penalty: 5194.128906
	Iteration 50Q: 3 clusters Score -4754280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4754280.500000 Penalty: 5194.128906
	Iteration 51Q: 3 clusters Score -4754280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4754275.000000 Penalty: 5194.128906
	Iteration 52Q: 3 clusters Score -4754275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4754284.500000 Penalty: 5194.128906
	Iteration 53Q: 3 clusters Score -4754284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4754279.000000 Penalty: 5194.128906
	Iteration 54Q: 3 clusters Score -4754279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4754281.000000 Penalty: 5194.128906
	Iteration 55Q: 3 clusters Score -4754281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4754282.500000 Penalty: 5194.128906
	Iteration 56Q: 3 clusters Score -4754282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4754280.500000 Penalty: 5194.128906
	Iteration 57Q: 3 clusters Score -4754280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4754276.500000 Penalty: 5194.128906
	Iteration 58Q: 3 clusters Score -4754276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4754280.000000 Penalty: 5194.128906
	Iteration 59Q: 3 clusters Score -4754280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4754286.000000 Penalty: 5194.128906
	Iteration 60F: 3 clusters Score -4754286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4754287.500000 Penalty: 5194.128906
	Iteration 61Q: 3 clusters Score -4754288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4754284.000000 Penalty: 5194.128906
	Iteration 62Q: 3 clusters Score -4754284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4754288.500000 Penalty: 5194.128906
	Iteration 63Q: 3 clusters Score -4754288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4754289.500000 Penalty: 5194.128906
	Iteration 64Q: 3 clusters Score -4754290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4754292.000000 Penalty: 5194.128906
	Iteration 65Q: 3 clusters Score -4754292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4754295.000000 Penalty: 5194.128906
	Iteration 66Q: 3 clusters Score -4754295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4754295.000000 Penalty: 5194.128906
	Iteration 67Q: 3 clusters Score -4754295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4754294.500000 Penalty: 5194.128906
	Iteration 68Q: 3 clusters Score -4754294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4754294.000000 Penalty: 5194.128906
	Iteration 69Q: 3 clusters Score -4754294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4754294.000000 Penalty: 5194.128906
	Iteration 70Q: 3 clusters Score -4754294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4754296.000000 Penalty: 5194.128906
	Iteration 71Q: 3 clusters Score -4754296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4754296.000000 Penalty: 5194.128906
	Iteration 72F: 3 clusters Score -4754296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Entering Unmasked Estep 
Score: -2066746.875000 Penalty: 2407.226807
	Iteration 0F: 2 clusters Score -2066747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2055161.875000 Penalty: 4814.453613
	Iteration 0F: 3 clusters Score -2055162 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2059616.625000 Penalty: 4814.453613
	Iteration 1F: 3 clusters Score -2059617 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2060713.625000 Penalty: 4814.453613
	Iteration 2F: 3 clusters Score -2060714 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2061707.625000 Penalty: 4814.453613
	Iteration 3F: 3 clusters Score -2061708 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2062462.125000 Penalty: 4814.453613
	Iteration 4F: 3 clusters Score -2062462 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2063049.625000 Penalty: 4814.453613
	Iteration 5F: 3 clusters Score -2063050 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2063437.875000 Penalty: 4814.453613
	Iteration 6Q: 3 clusters Score -2063438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2063753.125000 Penalty: 4814.453613
	Iteration 7Q: 3 clusters Score -2063753 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2063999.375000 Penalty: 4814.453613
	Iteration 8Q: 3 clusters Score -2063999 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2064203.625000 Penalty: 4814.453613
	Iteration 9Q: 3 clusters Score -2064204 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2064394.250000 Penalty: 4814.453613
	Iteration 10Q: 3 clusters Score -2064394 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2064539.250000 Penalty: 4814.453613
	Iteration 11Q: 3 clusters Score -2064539 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2064653.500000 Penalty: 4814.453613
	Iteration 12Q: 3 clusters Score -2064654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2064768.625000 Penalty: 4814.453613
	Iteration 13Q: 3 clusters Score -2064769 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2064869.750000 Penalty: 4814.453613
	Iteration 14Q: 3 clusters Score -2064870 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2064949.500000 Penalty: 4814.453613
	Iteration 15Q: 3 clusters Score -2064950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2065008.750000 Penalty: 4814.453613
	Iteration 16Q: 3 clusters Score -2065009 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2065075.125000 Penalty: 4814.453613
	Iteration 17Q: 3 clusters Score -2065075 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2065134.500000 Penalty: 4814.453613
	Iteration 18Q: 3 clusters Score -2065134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2065178.000000 Penalty: 4814.453613
	Iteration 19Q: 3 clusters Score -2065178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2065204.375000 Penalty: 4814.453613
	Iteration 20F: 3 clusters Score -2065204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2065231.375000 Penalty: 4814.453613
	Iteration 21Q: 3 clusters Score -2065231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2065256.500000 Penalty: 4814.453613
	Iteration 22Q: 3 clusters Score -2065256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2065273.125000 Penalty: 4814.453613
	Iteration 23Q: 3 clusters Score -2065273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2065294.500000 Penalty: 4814.453613
	Iteration 24Q: 3 clusters Score -2065294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2065308.125000 Penalty: 4814.453613
	Iteration 25Q: 3 clusters Score -2065308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2065324.500000 Penalty: 4814.453613
	Iteration 26Q: 3 clusters Score -2065324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2065334.500000 Penalty: 4814.453613
	Iteration 27Q: 3 clusters Score -2065334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2065353.125000 Penalty: 4814.453613
	Iteration 28Q: 3 clusters Score -2065353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2065375.750000 Penalty: 4814.453613
	Iteration 29Q: 3 clusters Score -2065376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2065382.250000 Penalty: 4814.453613
	Iteration 30Q: 3 clusters Score -2065382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2065404.625000 Penalty: 4814.453613
	Iteration 31Q: 3 clusters Score -2065405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2065416.000000 Penalty: 4814.453613
	Iteration 32Q: 3 clusters Score -2065416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2065444.000000 Penalty: 4814.453613
	Iteration 33Q: 3 clusters Score -2065444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2065469.625000 Penalty: 4814.453613
	Iteration 34Q: 3 clusters Score -2065470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2065494.500000 Penalty: 4814.453613
	Iteration 35Q: 3 clusters Score -2065494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2065513.875000 Penalty: 4814.453613
	Iteration 36Q: 3 clusters Score -2065514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2065540.125000 Penalty: 4814.453613
	Iteration 37Q: 3 clusters Score -2065540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2065576.750000 Penalty: 4814.453613
	Iteration 38Q: 3 clusters Score -2065577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2065611.500000 Penalty: 4814.453613
	Iteration 39Q: 3 clusters Score -2065612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2065640.500000 Penalty: 4814.453613
	Iteration 40F: 3 clusters Score -2065640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2065675.625000 Penalty: 4814.453613
	Iteration 41Q: 3 clusters Score -2065676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2065711.750000 Penalty: 4814.453613
	Iteration 42Q: 3 clusters Score -2065712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2065765.875000 Penalty: 4814.453613
	Iteration 43Q: 3 clusters Score -2065766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2065811.625000 Penalty: 4814.453613
	Iteration 44Q: 3 clusters Score -2065812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2065857.000000 Penalty: 4814.453613
	Iteration 45Q: 3 clusters Score -2065857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2065898.000000 Penalty: 4814.453613
	Iteration 46Q: 3 clusters Score -2065898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2065933.000000 Penalty: 4814.453613
	Iteration 47Q: 3 clusters Score -2065933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2065951.875000 Penalty: 4814.453613
	Iteration 48Q: 3 clusters Score -2065952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2065959.625000 Penalty: 4814.453613
	Iteration 49Q: 3 clusters Score -2065960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2065972.750000 Penalty: 4814.453613
	Iteration 50Q: 3 clusters Score -2065973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2065983.125000 Penalty: 4814.453613
	Iteration 51Q: 3 clusters Score -2065983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2065988.375000 Penalty: 4814.453613
	Iteration 52Q: 3 clusters Score -2065988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2065985.875000 Penalty: 4814.453613
	Iteration 53Q: 3 clusters Score -2065986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2065988.625000 Penalty: 4814.453613
	Iteration 54Q: 3 clusters Score -2065989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2065991.000000 Penalty: 4814.453613
	Iteration 55Q: 3 clusters Score -2065991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2065985.375000 Penalty: 4814.453613
	Iteration 56Q: 3 clusters Score -2065985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2065990.750000 Penalty: 4814.453613
	Iteration 57Q: 3 clusters Score -2065991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2065990.750000 Penalty: 4814.453613
	Iteration 58Q: 3 clusters Score -2065991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2065990.875000 Penalty: 4814.453613
	Iteration 59Q: 3 clusters Score -2065991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2065993.625000 Penalty: 4814.453613
	Iteration 60F: 3 clusters Score -2065994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2065995.875000 Penalty: 4814.453613
	Iteration 61Q: 3 clusters Score -2065996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2065993.625000 Penalty: 4814.453613
	Iteration 62Q: 3 clusters Score -2065994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2065993.625000 Penalty: 4814.453613
	Iteration 63F: 3 clusters Score -2065994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -482747.343750 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -482747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -479212.906250 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -479212.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -479924.156250 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -479924.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -480091.812500 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -480091.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -480194.000000 Penalty: 4050.302246
	Iteration 3Q: 3 clusters Score -480194 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -480256.562500 Penalty: 4050.302246
	Iteration 4Q: 3 clusters Score -480256.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -480302.062500 Penalty: 4050.302246
	Iteration 5Q: 3 clusters Score -480302.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -480338.062500 Penalty: 4050.302246
	Iteration 6Q: 3 clusters Score -480338.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -480365.437500 Penalty: 4050.302246
	Iteration 7Q: 3 clusters Score -480365.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -480385.218750 Penalty: 4050.302246
	Iteration 8Q: 3 clusters Score -480385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -480400.906250 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -480400.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -480414.781250 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -480414.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -480422.687500 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -480422.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -480428.218750 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -480428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -480432.781250 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -480432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -480436.093750 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -480436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -480439.718750 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -480439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480442.437500 Penalty: 4050.302246
	Iteration 16Q: 3 clusters Score -480442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -480444.156250 Penalty: 4050.302246
	Iteration 17Q: 3 clusters Score -480444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -480445.968750 Penalty: 4050.302246
	Iteration 18Q: 3 clusters Score -480446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -480449.562500 Penalty: 4050.302246
	Iteration 19Q: 3 clusters Score -480449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -480453.406250 Penalty: 4050.302246
	Iteration 20F: 3 clusters Score -480453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -480456.593750 Penalty: 4050.302246
	Iteration 21Q: 3 clusters Score -480456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -480458.781250 Penalty: 4050.302246
	Iteration 22Q: 3 clusters Score -480458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -480461.656250 Penalty: 4050.302246
	Iteration 23Q: 3 clusters Score -480461.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -480464.625000 Penalty: 4050.302246
	Iteration 24Q: 3 clusters Score -480464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -480471.375000 Penalty: 4050.302246
	Iteration 25Q: 3 clusters Score -480471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -480480.031250 Penalty: 4050.302246
	Iteration 26Q: 3 clusters Score -480480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -480487.406250 Penalty: 4050.302246
	Iteration 27Q: 3 clusters Score -480487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -480493.375000 Penalty: 4050.302246
	Iteration 28Q: 3 clusters Score -480493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -480497.062500 Penalty: 4050.302246
	Iteration 29Q: 3 clusters Score -480497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -480500.250000 Penalty: 4050.302246
	Iteration 30Q: 3 clusters Score -480500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -480506.625000 Penalty: 4050.302246
	Iteration 31Q: 3 clusters Score -480506.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -480514.218750 Penalty: 4050.302246
	Iteration 32Q: 3 clusters Score -480514.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -480522.593750 Penalty: 4050.302246
	Iteration 33Q: 3 clusters Score -480522.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -480530.718750 Penalty: 4050.302246
	Iteration 34Q: 3 clusters Score -480530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -480536.812500 Penalty: 4050.302246
	Iteration 35Q: 3 clusters Score -480536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -480543.656250 Penalty: 4050.302246
	Iteration 36Q: 3 clusters Score -480543.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -480551.500000 Penalty: 4050.302246
	Iteration 37Q: 3 clusters Score -480551.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -480563.000000 Penalty: 4050.302246
	Iteration 38Q: 3 clusters Score -480563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -480573.593750 Penalty: 4050.302246
	Iteration 39Q: 3 clusters Score -480573.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -480582.937500 Penalty: 4050.302246
	Iteration 40F: 3 clusters Score -480582.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -480591.218750 Penalty: 4050.302246
	Iteration 41Q: 3 clusters Score -480591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -480597.125000 Penalty: 4050.302246
	Iteration 42Q: 3 clusters Score -480597.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -480605.687500 Penalty: 4050.302246
	Iteration 43Q: 3 clusters Score -480605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -480617.343750 Penalty: 4050.302246
	Iteration 44Q: 3 clusters Score -480617.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -480631.843750 Penalty: 4050.302246
	Iteration 45Q: 3 clusters Score -480631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -480645.250000 Penalty: 4050.302246
	Iteration 46Q: 3 clusters Score -480645.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -480657.156250 Penalty: 4050.302246
	Iteration 47Q: 3 clusters Score -480657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -480669.000000 Penalty: 4050.302246
	Iteration 48Q: 3 clusters Score -480669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -480681.281250 Penalty: 4050.302246
	Iteration 49Q: 3 clusters Score -480681.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -480693.156250 Penalty: 4050.302246
	Iteration 50Q: 3 clusters Score -480693.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -480704.718750 Penalty: 4050.302246
	Iteration 51Q: 3 clusters Score -480704.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -480723.156250 Penalty: 4050.302246
	Iteration 52Q: 3 clusters Score -480723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -480738.093750 Penalty: 4050.302246
	Iteration 53Q: 3 clusters Score -480738.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -480752.093750 Penalty: 4050.302246
	Iteration 54Q: 3 clusters Score -480752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -480761.812500 Penalty: 4050.302246
	Iteration 55Q: 3 clusters Score -480761.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -480770.250000 Penalty: 4050.302246
	Iteration 56Q: 3 clusters Score -480770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -480782.656250 Penalty: 4050.302246
	Iteration 57Q: 3 clusters Score -480782.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -480797.343750 Penalty: 4050.302246
	Iteration 58Q: 3 clusters Score -480797.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -480810.906250 Penalty: 4050.302246
	Iteration 59Q: 3 clusters Score -480810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -480818.375000 Penalty: 4050.302246
	Iteration 60F: 3 clusters Score -480818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -480831.000000 Penalty: 4050.302246
	Iteration 61Q: 3 clusters Score -480831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -480843.781250 Penalty: 4050.302246
	Iteration 62Q: 3 clusters Score -480843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -480856.750000 Penalty: 4050.302246
	Iteration 63Q: 3 clusters Score -480856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -480868.000000 Penalty: 4050.302246
	Iteration 64Q: 3 clusters Score -480868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -480876.406250 Penalty: 4050.302246
	Iteration 65Q: 3 clusters Score -480876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -480884.812500 Penalty: 4050.302246
	Iteration 66Q: 3 clusters Score -480884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -480889.781250 Penalty: 4050.302246
	Iteration 67Q: 3 clusters Score -480889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -480895.406250 Penalty: 4050.302246
	Iteration 68Q: 3 clusters Score -480895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -480900.593750 Penalty: 4050.302246
	Iteration 69Q: 3 clusters Score -480900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -480904.000000 Penalty: 4050.302246
	Iteration 70Q: 3 clusters Score -480904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -480906.593750 Penalty: 4050.302246
	Iteration 71Q: 3 clusters Score -480906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -480908.625000 Penalty: 4050.302246
	Iteration 72Q: 3 clusters Score -480908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -480912.281250 Penalty: 4050.302246
	Iteration 73Q: 3 clusters Score -480912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -480915.312500 Penalty: 4050.302246
	Iteration 74Q: 3 clusters Score -480915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -480918.562500 Penalty: 4050.302246
	Iteration 75Q: 3 clusters Score -480918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -480920.250000 Penalty: 4050.302246
	Iteration 76Q: 3 clusters Score -480920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -480922.906250 Penalty: 4050.302246
	Iteration 77Q: 3 clusters Score -480922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -480926.343750 Penalty: 4050.302246
	Iteration 78Q: 3 clusters Score -480926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -480929.531250 Penalty: 4050.302246
	Iteration 79Q: 3 clusters Score -480929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -480932.531250 Penalty: 4050.302246
	Iteration 80F: 3 clusters Score -480932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -480936.125000 Penalty: 4050.302246
	Iteration 81Q: 3 clusters Score -480936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -480939.031250 Penalty: 4050.302246
	Iteration 82Q: 3 clusters Score -480939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -480940.531250 Penalty: 4050.302246
	Iteration 83Q: 3 clusters Score -480940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -480943.718750 Penalty: 4050.302246
	Iteration 84Q: 3 clusters Score -480943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -480944.468750 Penalty: 4050.302246
	Iteration 85Q: 3 clusters Score -480944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -480945.937500 Penalty: 4050.302246
	Iteration 86Q: 3 clusters Score -480945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -480948.625000 Penalty: 4050.302246
	Iteration 87Q: 3 clusters Score -480948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -480951.656250 Penalty: 4050.302246
	Iteration 88Q: 3 clusters Score -480951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -480954.875000 Penalty: 4050.302246
	Iteration 89Q: 3 clusters Score -480954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -480955.906250 Penalty: 4050.302246
	Iteration 90Q: 3 clusters Score -480955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -480957.062500 Penalty: 4050.302246
	Iteration 91Q: 3 clusters Score -480957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -480960.625000 Penalty: 4050.302246
	Iteration 92Q: 3 clusters Score -480960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -480965.500000 Penalty: 4050.302246
	Iteration 93Q: 3 clusters Score -480965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -480969.625000 Penalty: 4050.302246
	Iteration 94Q: 3 clusters Score -480969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -480971.187500 Penalty: 4050.302246
	Iteration 95Q: 3 clusters Score -480971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -480971.500000 Penalty: 4050.302246
	Iteration 96Q: 3 clusters Score -480971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -480973.375000 Penalty: 4050.302246
	Iteration 97Q: 3 clusters Score -480973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -480975.531250 Penalty: 4050.302246
	Iteration 98Q: 3 clusters Score -480975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -480975.906250 Penalty: 4050.302246
	Iteration 99Q: 3 clusters Score -480975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -480975.906250 Penalty: 4050.302246
	Iteration 100F: 3 clusters Score -480975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -2130439.250000 Penalty: 2394.080566
	Iteration 0F: 2 clusters Score -2130439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2119206.500000 Penalty: 4788.161133
	Iteration 0F: 3 clusters Score -2119206 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2122884.500000 Penalty: 4788.161133
	Iteration 1F: 3 clusters Score -2122884 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2123406.000000 Penalty: 4788.161133
	Iteration 2F: 3 clusters Score -2123406 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2123832.750000 Penalty: 4788.161133
	Iteration 3F: 3 clusters Score -2123833 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2124224.750000 Penalty: 4788.161133
	Iteration 4Q: 3 clusters Score -2124225 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2124556.250000 Penalty: 4788.161133
	Iteration 5Q: 3 clusters Score -2124556 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2124843.250000 Penalty: 4788.161133
	Iteration 6Q: 3 clusters Score -2124843 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2125102.250000 Penalty: 4788.161133
	Iteration 7Q: 3 clusters Score -2125102 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2125369.500000 Penalty: 4788.161133
	Iteration 8Q: 3 clusters Score -2125370 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2125622.750000 Penalty: 4788.161133
	Iteration 9Q: 3 clusters Score -2125623 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2125887.750000 Penalty: 4788.161133
	Iteration 10Q: 3 clusters Score -2125888 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2126150.750000 Penalty: 4788.161133
	Iteration 11Q: 3 clusters Score -2126151 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2126430.000000 Penalty: 4788.161133
	Iteration 12Q: 3 clusters Score -2126430 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2126697.750000 Penalty: 4788.161133
	Iteration 13Q: 3 clusters Score -2126698 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2126925.500000 Penalty: 4788.161133
	Iteration 14Q: 3 clusters Score -2126926 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2127080.250000 Penalty: 4788.161133
	Iteration 15Q: 3 clusters Score -2127080 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2127200.000000 Penalty: 4788.161133
	Iteration 16Q: 3 clusters Score -2127200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2127278.000000 Penalty: 4788.161133
	Iteration 17Q: 3 clusters Score -2127278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2127336.500000 Penalty: 4788.161133
	Iteration 18Q: 3 clusters Score -2127336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2127389.250000 Penalty: 4788.161133
	Iteration 19Q: 3 clusters Score -2127389 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2127417.750000 Penalty: 4788.161133
	Iteration 20F: 3 clusters Score -2127418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2127440.750000 Penalty: 4788.161133
	Iteration 21Q: 3 clusters Score -2127441 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2127466.500000 Penalty: 4788.161133
	Iteration 22Q: 3 clusters Score -2127466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2127495.250000 Penalty: 4788.161133
	Iteration 23Q: 3 clusters Score -2127495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2127512.250000 Penalty: 4788.161133
	Iteration 24Q: 3 clusters Score -2127512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2127536.000000 Penalty: 4788.161133
	Iteration 25Q: 3 clusters Score -2127536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2127562.250000 Penalty: 4788.161133
	Iteration 26Q: 3 clusters Score -2127562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2127581.000000 Penalty: 4788.161133
	Iteration 27Q: 3 clusters Score -2127581 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2127601.000000 Penalty: 4788.161133
	Iteration 28Q: 3 clusters Score -2127601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2127624.750000 Penalty: 4788.161133
	Iteration 29Q: 3 clusters Score -2127625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2127643.750000 Penalty: 4788.161133
	Iteration 30Q: 3 clusters Score -2127644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2127658.750000 Penalty: 4788.161133
	Iteration 31Q: 3 clusters Score -2127659 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2127686.000000 Penalty: 4788.161133
	Iteration 32Q: 3 clusters Score -2127686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2127708.750000 Penalty: 4788.161133
	Iteration 33Q: 3 clusters Score -2127709 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2127749.250000 Penalty: 4788.161133
	Iteration 34Q: 3 clusters Score -2127749 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2127794.500000 Penalty: 4788.161133
	Iteration 35Q: 3 clusters Score -2127794 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2127838.500000 Penalty: 4788.161133
	Iteration 36Q: 3 clusters Score -2127838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2127895.250000 Penalty: 4788.161133
	Iteration 37Q: 3 clusters Score -2127895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2127962.000000 Penalty: 4788.161133
	Iteration 38Q: 3 clusters Score -2127962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2128029.500000 Penalty: 4788.161133
	Iteration 39Q: 3 clusters Score -2128030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2128105.000000 Penalty: 4788.161133
	Iteration 40F: 3 clusters Score -2128105 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2128195.000000 Penalty: 4788.161133
	Iteration 41Q: 3 clusters Score -2128195 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2128291.750000 Penalty: 4788.161133
	Iteration 42Q: 3 clusters Score -2128292 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2128392.250000 Penalty: 4788.161133
	Iteration 43Q: 3 clusters Score -2128392 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2128506.250000 Penalty: 4788.161133
	Iteration 44Q: 3 clusters Score -2128506 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2128635.500000 Penalty: 4788.161133
	Iteration 45Q: 3 clusters Score -2128636 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2128801.750000 Penalty: 4788.161133
	Iteration 46Q: 3 clusters Score -2128802 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2128976.750000 Penalty: 4788.161133
	Iteration 47Q: 3 clusters Score -2128977 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2129197.500000 Penalty: 4788.161133
	Iteration 48Q: 3 clusters Score -2129198 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2129441.000000 Penalty: 4788.161133
	Iteration 49Q: 3 clusters Score -2129441 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2129704.250000 Penalty: 4788.161133
	Iteration 50Q: 3 clusters Score -2129704 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2129901.500000 Penalty: 4788.161133
	Iteration 51Q: 3 clusters Score -2129902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2130004.000000 Penalty: 4788.161133
	Iteration 52Q: 3 clusters Score -2130004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2130056.000000 Penalty: 4788.161133
	Iteration 53Q: 3 clusters Score -2130056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2130076.750000 Penalty: 4788.161133
	Iteration 54Q: 3 clusters Score -2130077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2130106.500000 Penalty: 4788.161133
	Iteration 55Q: 3 clusters Score -2130106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2130114.500000 Penalty: 4788.161133
	Iteration 56Q: 3 clusters Score -2130114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2130127.250000 Penalty: 4788.161133
	Iteration 57Q: 3 clusters Score -2130127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2130136.000000 Penalty: 4788.161133
	Iteration 58Q: 3 clusters Score -2130136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2130144.250000 Penalty: 4788.161133
	Iteration 59Q: 3 clusters Score -2130144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2130150.000000 Penalty: 4788.161133
	Iteration 60F: 3 clusters Score -2130150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2130161.000000 Penalty: 4788.161133
	Iteration 61Q: 3 clusters Score -2130161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2130166.500000 Penalty: 4788.161133
	Iteration 62Q: 3 clusters Score -2130166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2130168.250000 Penalty: 4788.161133
	Iteration 63Q: 3 clusters Score -2130168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2130166.750000 Penalty: 4788.161133
	Iteration 64Q: 3 clusters Score -2130167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2130175.750000 Penalty: 4788.161133
	Iteration 65Q: 3 clusters Score -2130176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2130174.750000 Penalty: 4788.161133
	Iteration 66Q: 3 clusters Score -2130175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2130176.750000 Penalty: 4788.161133
	Iteration 67Q: 3 clusters Score -2130177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2130175.750000 Penalty: 4788.161133
	Iteration 68Q: 3 clusters Score -2130176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2130174.500000 Penalty: 4788.161133
	Iteration 69Q: 3 clusters Score -2130174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2130175.500000 Penalty: 4788.161133
	Iteration 70Q: 3 clusters Score -2130176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2130177.250000 Penalty: 4788.161133
	Iteration 71Q: 3 clusters Score -2130177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2130177.250000 Penalty: 4788.161133
	Iteration 72Q: 3 clusters Score -2130177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2130178.500000 Penalty: 4788.161133
	Iteration 73Q: 3 clusters Score -2130178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2130179.250000 Penalty: 4788.161133
	Iteration 74Q: 3 clusters Score -2130179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2130176.750000 Penalty: 4788.161133
	Iteration 75Q: 3 clusters Score -2130177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2130177.250000 Penalty: 4788.161133
	Iteration 76Q: 3 clusters Score -2130177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2130177.250000 Penalty: 4788.161133
	Iteration 77F: 3 clusters Score -2130177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Entering Unmasked Estep 
Score: -16533127.000000 Penalty: 2904.758301
	Iteration 0F: 2 clusters Score -1.653313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -16451546.000000 Penalty: 5809.516602
	Iteration 0F: 3 clusters Score -1.645155e+07 nChanged 57906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -16485151.000000 Penalty: 5809.516602
	Iteration 1F: 3 clusters Score -1.648515e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -16486393.000000 Penalty: 5809.516602
	Iteration 2Q: 3 clusters Score -1.648639e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -16488413.000000 Penalty: 5809.516602
	Iteration 3Q: 3 clusters Score -1.648841e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -16492374.000000 Penalty: 5809.516602
	Iteration 4F: 3 clusters Score -1.649237e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -16499141.000000 Penalty: 5809.516602
	Iteration 5F: 3 clusters Score -1.649914e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -16508800.000000 Penalty: 5809.516602
	Iteration 6F: 3 clusters Score -1.65088e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -16518978.000000 Penalty: 5809.516602
	Iteration 7F: 3 clusters Score -1.651898e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -16525645.000000 Penalty: 5809.516602
	Iteration 8F: 3 clusters Score -1.652564e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16528764.000000 Penalty: 5809.516602
	Iteration 9Q: 3 clusters Score -1.652876e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16529813.000000 Penalty: 5809.516602
	Iteration 10Q: 3 clusters Score -1.652981e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16530187.000000 Penalty: 5809.516602
	Iteration 11Q: 3 clusters Score -1.653019e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16530299.000000 Penalty: 5809.516602
	Iteration 12Q: 3 clusters Score -1.65303e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16530365.000000 Penalty: 5809.516602
	Iteration 13Q: 3 clusters Score -1.653036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121754 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16530403.000000 Penalty: 5809.516602
	Iteration 14Q: 3 clusters Score -1.65304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16530452.000000 Penalty: 5809.516602
	Iteration 15Q: 3 clusters Score -1.653045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16530465.000000 Penalty: 5809.516602
	Iteration 16Q: 3 clusters Score -1.653046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16530480.000000 Penalty: 5809.516602
	Iteration 17Q: 3 clusters Score -1.653048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16530508.000000 Penalty: 5809.516602
	Iteration 18Q: 3 clusters Score -1.653051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16530518.000000 Penalty: 5809.516602
	Iteration 19Q: 3 clusters Score -1.653052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -16530534.000000 Penalty: 5809.516602
	Iteration 20F: 3 clusters Score -1.653053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16530532.000000 Penalty: 5809.516602
	Iteration 21Q: 3 clusters Score -1.653053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16530537.000000 Penalty: 5809.516602
	Iteration 22Q: 3 clusters Score -1.653054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16530532.000000 Penalty: 5809.516602
	Iteration 23Q: 3 clusters Score -1.653053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16530529.000000 Penalty: 5809.516602
	Iteration 24Q: 3 clusters Score -1.653053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16530529.000000 Penalty: 5809.516602
	Iteration 25F: 3 clusters Score -1.653053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -146580.734375 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -146580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144619.125000 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -144619.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -144855.359375 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -144855.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144920.531250 Penalty: 3466.710205
	Iteration 2Q: 3 clusters Score -144920.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144946.484375 Penalty: 3466.710205
	Iteration 3Q: 3 clusters Score -144946.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144960.640625 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -144960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144968.500000 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -144968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144972.781250 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -144972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144973.734375 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -144973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144978.109375 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -144978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144985.890625 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -144985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -145001.031250 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -145001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -145010.734375 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -145010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145016.546875 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -145016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145020.421875 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -145020.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145025.671875 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -145025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145028.234375 Penalty: 3466.710205
	Iteration 15Q: 3 clusters Score -145028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145031.640625 Penalty: 3466.710205
	Iteration 16Q: 3 clusters Score -145031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145034.218750 Penalty: 3466.710205
	Iteration 17Q: 3 clusters Score -145034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145040.406250 Penalty: 3466.710205
	Iteration 18Q: 3 clusters Score -145040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145043.421875 Penalty: 3466.710205
	Iteration 19Q: 3 clusters Score -145043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145047.281250 Penalty: 3466.710205
	Iteration 20F: 3 clusters Score -145047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145051.234375 Penalty: 3466.710205
	Iteration 21Q: 3 clusters Score -145051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145057.531250 Penalty: 3466.710205
	Iteration 22Q: 3 clusters Score -145057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -145066.640625 Penalty: 3466.710205
	Iteration 23Q: 3 clusters Score -145066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145068.640625 Penalty: 3466.710205
	Iteration 24Q: 3 clusters Score -145068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145070.718750 Penalty: 3466.710205
	Iteration 25Q: 3 clusters Score -145070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145075.328125 Penalty: 3466.710205
	Iteration 26Q: 3 clusters Score -145075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145077.953125 Penalty: 3466.710205
	Iteration 27Q: 3 clusters Score -145078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145077.953125 Penalty: 3466.710205
	Iteration 28F: 3 clusters Score -145078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -783774.437500 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -783774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -778642.375000 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -778642.4 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -780013.000000 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -780013 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -780334.687500 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -780334.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -780611.875000 Penalty: 4306.959473
	Iteration 3F: 3 clusters Score -780611.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -780888.625000 Penalty: 4306.959473
	Iteration 4F: 3 clusters Score -780888.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -781158.250000 Penalty: 4306.959473
	Iteration 5F: 3 clusters Score -781158.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -781475.187500 Penalty: 4306.959473
	Iteration 6F: 3 clusters Score -781475.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -781795.187500 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -781795.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -782053.687500 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -782053.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -782189.187500 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -782189.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -782281.500000 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -782281.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -782379.062500 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -782379.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -782449.187500 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -782449.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -782502.937500 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -782502.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -782543.937500 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -782543.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -782569.000000 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -782569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -782589.312500 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -782589.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -782597.812500 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -782597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -782600.000000 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -782600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -782603.875000 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -782603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -782611.187500 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -782611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -782609.750000 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -782609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -782611.750000 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -782611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -782613.000000 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -782613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -782612.500000 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -782612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -782612.500000 Penalty: 4306.959473
	Iteration 25F: 3 clusters Score -782612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -1111189.750000 Penalty: 2234.039551
	Iteration 0F: 2 clusters Score -1111190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1104679.250000 Penalty: 4468.079102
	Iteration 0F: 3 clusters Score -1104679 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1106554.750000 Penalty: 4468.079102
	Iteration 1F: 3 clusters Score -1106555 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1106870.375000 Penalty: 4468.079102
	Iteration 2F: 3 clusters Score -1106870 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1107090.000000 Penalty: 4468.079102
	Iteration 3F: 3 clusters Score -1107090 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1107241.500000 Penalty: 4468.079102
	Iteration 4Q: 3 clusters Score -1107242 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1107377.250000 Penalty: 4468.079102
	Iteration 5Q: 3 clusters Score -1107377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1107493.500000 Penalty: 4468.079102
	Iteration 6Q: 3 clusters Score -1107494 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1107604.250000 Penalty: 4468.079102
	Iteration 7Q: 3 clusters Score -1107604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1107722.250000 Penalty: 4468.079102
	Iteration 8Q: 3 clusters Score -1107722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1107827.000000 Penalty: 4468.079102
	Iteration 9Q: 3 clusters Score -1107827 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1107924.875000 Penalty: 4468.079102
	Iteration 10Q: 3 clusters Score -1107925 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1108026.625000 Penalty: 4468.079102
	Iteration 11Q: 3 clusters Score -1108027 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1108136.625000 Penalty: 4468.079102
	Iteration 12Q: 3 clusters Score -1108137 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1108230.000000 Penalty: 4468.079102
	Iteration 13Q: 3 clusters Score -1108230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1108319.750000 Penalty: 4468.079102
	Iteration 14Q: 3 clusters Score -1108320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1108408.250000 Penalty: 4468.079102
	Iteration 15Q: 3 clusters Score -1108408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1108488.250000 Penalty: 4468.079102
	Iteration 16Q: 3 clusters Score -1108488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1108563.125000 Penalty: 4468.079102
	Iteration 17Q: 3 clusters Score -1108563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1108633.250000 Penalty: 4468.079102
	Iteration 18Q: 3 clusters Score -1108633 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1108709.250000 Penalty: 4468.079102
	Iteration 19Q: 3 clusters Score -1108709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1108776.250000 Penalty: 4468.079102
	Iteration 20F: 3 clusters Score -1108776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1108851.125000 Penalty: 4468.079102
	Iteration 21Q: 3 clusters Score -1108851 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1108926.375000 Penalty: 4468.079102
	Iteration 22Q: 3 clusters Score -1108926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1108992.250000 Penalty: 4468.079102
	Iteration 23Q: 3 clusters Score -1108992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1109061.875000 Penalty: 4468.079102
	Iteration 24Q: 3 clusters Score -1109062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1109119.000000 Penalty: 4468.079102
	Iteration 25Q: 3 clusters Score -1109119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1109169.875000 Penalty: 4468.079102
	Iteration 26Q: 3 clusters Score -1109170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1109214.125000 Penalty: 4468.079102
	Iteration 27Q: 3 clusters Score -1109214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1109253.375000 Penalty: 4468.079102
	Iteration 28Q: 3 clusters Score -1109253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1109280.250000 Penalty: 4468.079102
	Iteration 29Q: 3 clusters Score -1109280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1109303.125000 Penalty: 4468.079102
	Iteration 30Q: 3 clusters Score -1109303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1109324.750000 Penalty: 4468.079102
	Iteration 31Q: 3 clusters Score -1109325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1109341.500000 Penalty: 4468.079102
	Iteration 32Q: 3 clusters Score -1109342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1109355.750000 Penalty: 4468.079102
	Iteration 33Q: 3 clusters Score -1109356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1109370.875000 Penalty: 4468.079102
	Iteration 34Q: 3 clusters Score -1109371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1109380.250000 Penalty: 4468.079102
	Iteration 35Q: 3 clusters Score -1109380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1109393.000000 Penalty: 4468.079102
	Iteration 36Q: 3 clusters Score -1109393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1109402.500000 Penalty: 4468.079102
	Iteration 37Q: 3 clusters Score -1109402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1109409.250000 Penalty: 4468.079102
	Iteration 38Q: 3 clusters Score -1109409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1109421.000000 Penalty: 4468.079102
	Iteration 39Q: 3 clusters Score -1109421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1109434.875000 Penalty: 4468.079102
	Iteration 40F: 3 clusters Score -1109435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1109438.875000 Penalty: 4468.079102
	Iteration 41Q: 3 clusters Score -1109439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1109440.375000 Penalty: 4468.079102
	Iteration 42Q: 3 clusters Score -1109440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1109442.000000 Penalty: 4468.079102
	Iteration 43Q: 3 clusters Score -1109442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1109443.000000 Penalty: 4468.079102
	Iteration 44Q: 3 clusters Score -1109443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1109443.000000 Penalty: 4468.079102
	Iteration 45Q: 3 clusters Score -1109443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1109447.625000 Penalty: 4468.079102
	Iteration 46Q: 3 clusters Score -1109448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1109449.625000 Penalty: 4468.079102
	Iteration 47Q: 3 clusters Score -1109450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1109451.000000 Penalty: 4468.079102
	Iteration 48Q: 3 clusters Score -1109451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1109451.000000 Penalty: 4468.079102
	Iteration 49F: 3 clusters Score -1109451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -235672.187500 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -235672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233307.718750 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -233307.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -235610.265625 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -235610.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -237180.875000 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -237180.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -237833.203125 Penalty: 3759.773926
	Iteration 3F: 3 clusters Score -237833.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -238292.406250 Penalty: 3759.773926
	Iteration 4Q: 3 clusters Score -238292.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -238489.359375 Penalty: 3759.773926
	Iteration 5Q: 3 clusters Score -238489.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -238548.718750 Penalty: 3759.773926
	Iteration 6Q: 3 clusters Score -238548.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -238625.406250 Penalty: 3759.773926
	Iteration 7Q: 3 clusters Score -238625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -238659.937500 Penalty: 3759.773926
	Iteration 8Q: 3 clusters Score -238659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -238674.343750 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -238674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -238682.453125 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -238682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -238685.687500 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -238685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -238689.078125 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -238689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -238689.078125 Penalty: 3759.773926
	Iteration 13F: 3 clusters Score -238689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137393 members 
Mstep: Class 4 contains 8613 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 193885 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75579 members 
Mstep: Class 11 contains 35314 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 122117 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77839 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 126009 members 
Mstep: Class 27 contains 526 members 
Entering Unmasked Estep 
Score: -134113888.000000 Penalty: 92577.601562
Splitting cluster 19 changes total score from -134112192.000000 to -134113888.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -867448.687500 Penalty: 2185.031006
	Iteration 0F: 2 clusters Score -867448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -861848.312500 Penalty: 4370.062012
	Iteration 0F: 3 clusters Score -861848.3 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -863596.500000 Penalty: 4370.062012
	Iteration 1F: 3 clusters Score -863596.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -864063.687500 Penalty: 4370.062012
	Iteration 2F: 3 clusters Score -864063.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -864484.500000 Penalty: 4370.062012
	Iteration 3F: 3 clusters Score -864484.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -864829.750000 Penalty: 4370.062012
	Iteration 4F: 3 clusters Score -864829.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -865125.687500 Penalty: 4370.062012
	Iteration 5F: 3 clusters Score -865125.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -865335.312500 Penalty: 4370.062012
	Iteration 6Q: 3 clusters Score -865335.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -865520.812500 Penalty: 4370.062012
	Iteration 7Q: 3 clusters Score -865520.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -865672.625000 Penalty: 4370.062012
	Iteration 8Q: 3 clusters Score -865672.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -865796.187500 Penalty: 4370.062012
	Iteration 9Q: 3 clusters Score -865796.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -865886.375000 Penalty: 4370.062012
	Iteration 10Q: 3 clusters Score -865886.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -865957.062500 Penalty: 4370.062012
	Iteration 11Q: 3 clusters Score -865957.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -866000.562500 Penalty: 4370.062012
	Iteration 12Q: 3 clusters Score -866000.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -866030.250000 Penalty: 4370.062012
	Iteration 13Q: 3 clusters Score -866030.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -866048.937500 Penalty: 4370.062012
	Iteration 14Q: 3 clusters Score -866048.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -866059.937500 Penalty: 4370.062012
	Iteration 15Q: 3 clusters Score -866059.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -866068.562500 Penalty: 4370.062012
	Iteration 16Q: 3 clusters Score -866068.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -866081.062500 Penalty: 4370.062012
	Iteration 17Q: 3 clusters Score -866081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -866087.125000 Penalty: 4370.062012
	Iteration 18Q: 3 clusters Score -866087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -866097.625000 Penalty: 4370.062012
	Iteration 19Q: 3 clusters Score -866097.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -866102.062500 Penalty: 4370.062012
	Iteration 20F: 3 clusters Score -866102.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -866108.000000 Penalty: 4370.062012
	Iteration 21Q: 3 clusters Score -866108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -866112.375000 Penalty: 4370.062012
	Iteration 22Q: 3 clusters Score -866112.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -866117.375000 Penalty: 4370.062012
	Iteration 23Q: 3 clusters Score -866117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -866120.875000 Penalty: 4370.062012
	Iteration 24Q: 3 clusters Score -866120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -866120.562500 Penalty: 4370.062012
	Iteration 25Q: 3 clusters Score -866120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -866120.562500 Penalty: 4370.062012
	Iteration 26Q: 3 clusters Score -866120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -866124.187500 Penalty: 4370.062012
	Iteration 27Q: 3 clusters Score -866124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -866126.062500 Penalty: 4370.062012
	Iteration 28Q: 3 clusters Score -866126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -866128.250000 Penalty: 4370.062012
	Iteration 29Q: 3 clusters Score -866128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -866129.812500 Penalty: 4370.062012
	Iteration 30Q: 3 clusters Score -866129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -866134.000000 Penalty: 4370.062012
	Iteration 31Q: 3 clusters Score -866134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -866135.250000 Penalty: 4370.062012
	Iteration 32Q: 3 clusters Score -866135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -866137.875000 Penalty: 4370.062012
	Iteration 33Q: 3 clusters Score -866137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -866138.875000 Penalty: 4370.062012
	Iteration 34Q: 3 clusters Score -866138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -866138.812500 Penalty: 4370.062012
	Iteration 35Q: 3 clusters Score -866138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -866141.750000 Penalty: 4370.062012
	Iteration 36Q: 3 clusters Score -866141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -866144.625000 Penalty: 4370.062012
	Iteration 37Q: 3 clusters Score -866144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -866146.750000 Penalty: 4370.062012
	Iteration 38Q: 3 clusters Score -866146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -866148.062500 Penalty: 4370.062012
	Iteration 39Q: 3 clusters Score -866148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -866150.937500 Penalty: 4370.062012
	Iteration 40F: 3 clusters Score -866150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -866154.000000 Penalty: 4370.062012
	Iteration 41Q: 3 clusters Score -866154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -866153.062500 Penalty: 4370.062012
	Iteration 42Q: 3 clusters Score -866153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -866155.375000 Penalty: 4370.062012
	Iteration 43Q: 3 clusters Score -866155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -866157.375000 Penalty: 4370.062012
	Iteration 44Q: 3 clusters Score -866157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -866157.812500 Penalty: 4370.062012
	Iteration 45Q: 3 clusters Score -866157.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -866165.187500 Penalty: 4370.062012
	Iteration 46Q: 3 clusters Score -866165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -866171.687500 Penalty: 4370.062012
	Iteration 47Q: 3 clusters Score -866171.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -866176.062500 Penalty: 4370.062012
	Iteration 48Q: 3 clusters Score -866176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -866180.625000 Penalty: 4370.062012
	Iteration 49Q: 3 clusters Score -866180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -866182.000000 Penalty: 4370.062012
	Iteration 50Q: 3 clusters Score -866182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -866185.125000 Penalty: 4370.062012
	Iteration 51Q: 3 clusters Score -866185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -866185.937500 Penalty: 4370.062012
	Iteration 52Q: 3 clusters Score -866185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -866186.937500 Penalty: 4370.062012
	Iteration 53Q: 3 clusters Score -866186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -866188.437500 Penalty: 4370.062012
	Iteration 54Q: 3 clusters Score -866188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -866189.625000 Penalty: 4370.062012
	Iteration 55Q: 3 clusters Score -866189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -866190.375000 Penalty: 4370.062012
	Iteration 56Q: 3 clusters Score -866190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -866191.187500 Penalty: 4370.062012
	Iteration 57Q: 3 clusters Score -866191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -866190.812500 Penalty: 4370.062012
	Iteration 58Q: 3 clusters Score -866190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -866191.062500 Penalty: 4370.062012
	Iteration 59Q: 3 clusters Score -866191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -866191.875000 Penalty: 4370.062012
	Iteration 60F: 3 clusters Score -866191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -866191.250000 Penalty: 4370.062012
	Iteration 61Q: 3 clusters Score -866191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -866192.250000 Penalty: 4370.062012
	Iteration 62Q: 3 clusters Score -866192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -866192.500000 Penalty: 4370.062012
	Iteration 63Q: 3 clusters Score -866192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -866194.312500 Penalty: 4370.062012
	Iteration 64Q: 3 clusters Score -866194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -866193.562500 Penalty: 4370.062012
	Iteration 65Q: 3 clusters Score -866193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -866196.000000 Penalty: 4370.062012
	Iteration 66Q: 3 clusters Score -866196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -866199.625000 Penalty: 4370.062012
	Iteration 67Q: 3 clusters Score -866199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -866201.250000 Penalty: 4370.062012
	Iteration 68Q: 3 clusters Score -866201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -866204.125000 Penalty: 4370.062012
	Iteration 69Q: 3 clusters Score -866204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -866205.625000 Penalty: 4370.062012
	Iteration 70Q: 3 clusters Score -866205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -866210.250000 Penalty: 4370.062012
	Iteration 71Q: 3 clusters Score -866210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -866210.312500 Penalty: 4370.062012
	Iteration 72Q: 3 clusters Score -866210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -866210.937500 Penalty: 4370.062012
	Iteration 73Q: 3 clusters Score -866210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -866212.750000 Penalty: 4370.062012
	Iteration 74Q: 3 clusters Score -866212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -866216.187500 Penalty: 4370.062012
	Iteration 75Q: 3 clusters Score -866216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -866217.187500 Penalty: 4370.062012
	Iteration 76Q: 3 clusters Score -866217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -866225.937500 Penalty: 4370.062012
	Iteration 77Q: 3 clusters Score -866225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -866230.312500 Penalty: 4370.062012
	Iteration 78Q: 3 clusters Score -866230.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -866238.062500 Penalty: 4370.062012
	Iteration 79Q: 3 clusters Score -866238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -866239.625000 Penalty: 4370.062012
	Iteration 80F: 3 clusters Score -866239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -866243.687500 Penalty: 4370.062012
	Iteration 81Q: 3 clusters Score -866243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -866249.250000 Penalty: 4370.062012
	Iteration 82Q: 3 clusters Score -866249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -866252.312500 Penalty: 4370.062012
	Iteration 83Q: 3 clusters Score -866252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -866254.250000 Penalty: 4370.062012
	Iteration 84Q: 3 clusters Score -866254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -866253.562500 Penalty: 4370.062012
	Iteration 85Q: 3 clusters Score -866253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -866258.250000 Penalty: 4370.062012
	Iteration 86Q: 3 clusters Score -866258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -866257.937500 Penalty: 4370.062012
	Iteration 87Q: 3 clusters Score -866257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -866256.812500 Penalty: 4370.062012
	Iteration 88Q: 3 clusters Score -866256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -866260.625000 Penalty: 4370.062012
	Iteration 89Q: 3 clusters Score -866260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -866262.375000 Penalty: 4370.062012
	Iteration 90Q: 3 clusters Score -866262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -866262.500000 Penalty: 4370.062012
	Iteration 91Q: 3 clusters Score -866262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -866263.437500 Penalty: 4370.062012
	Iteration 92Q: 3 clusters Score -866263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -866265.187500 Penalty: 4370.062012
	Iteration 93Q: 3 clusters Score -866265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -866267.000000 Penalty: 4370.062012
	Iteration 94Q: 3 clusters Score -866267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -866267.937500 Penalty: 4370.062012
	Iteration 95Q: 3 clusters Score -866267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -866269.250000 Penalty: 4370.062012
	Iteration 96Q: 3 clusters Score -866269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -866271.687500 Penalty: 4370.062012
	Iteration 97Q: 3 clusters Score -866271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -866274.000000 Penalty: 4370.062012
	Iteration 98Q: 3 clusters Score -866274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -866275.625000 Penalty: 4370.062012
	Iteration 99Q: 3 clusters Score -866275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -866276.687500 Penalty: 4370.062012
	Iteration 100F: 3 clusters Score -866276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -866278.812500 Penalty: 4370.062012
	Iteration 101Q: 3 clusters Score -866278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -866279.562500 Penalty: 4370.062012
	Iteration 102Q: 3 clusters Score -866279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -866280.812500 Penalty: 4370.062012
	Iteration 103Q: 3 clusters Score -866280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -866280.812500 Penalty: 4370.062012
	Iteration 104F: 3 clusters Score -866280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -545721.562500 Penalty: 2073.355957
	Iteration 0F: 2 clusters Score -545721.6 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 2060 members 
Entering Unmasked Estep 
Score: -541720.000000 Penalty: 4146.711914
	Iteration 0F: 3 clusters Score -541720 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -542829.437500 Penalty: 4146.711914
	Iteration 1F: 3 clusters Score -542829.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -543186.250000 Penalty: 4146.711914
	Iteration 2F: 3 clusters Score -543186.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -543429.437500 Penalty: 4146.711914
	Iteration 3F: 3 clusters Score -543429.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -543612.375000 Penalty: 4146.711914
	Iteration 4Q: 3 clusters Score -543612.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -543795.375000 Penalty: 4146.711914
	Iteration 5Q: 3 clusters Score -543795.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -544027.625000 Penalty: 4146.711914
	Iteration 6F: 3 clusters Score -544027.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -544324.250000 Penalty: 4146.711914
	Iteration 7F: 3 clusters Score -544324.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -544561.875000 Penalty: 4146.711914
	Iteration 8Q: 3 clusters Score -544561.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -544771.812500 Penalty: 4146.711914
	Iteration 9Q: 3 clusters Score -544771.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -544913.750000 Penalty: 4146.711914
	Iteration 10Q: 3 clusters Score -544913.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -545019.437500 Penalty: 4146.711914
	Iteration 11Q: 3 clusters Score -545019.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -545093.750000 Penalty: 4146.711914
	Iteration 12Q: 3 clusters Score -545093.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -545124.937500 Penalty: 4146.711914
	Iteration 13Q: 3 clusters Score -545124.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -545142.687500 Penalty: 4146.711914
	Iteration 14Q: 3 clusters Score -545142.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -545151.187500 Penalty: 4146.711914
	Iteration 15Q: 3 clusters Score -545151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -545155.750000 Penalty: 4146.711914
	Iteration 16Q: 3 clusters Score -545155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -545161.750000 Penalty: 4146.711914
	Iteration 17Q: 3 clusters Score -545161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -545163.500000 Penalty: 4146.711914
	Iteration 18Q: 3 clusters Score -545163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -545167.062500 Penalty: 4146.711914
	Iteration 19Q: 3 clusters Score -545167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -545168.312500 Penalty: 4146.711914
	Iteration 20F: 3 clusters Score -545168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -545170.437500 Penalty: 4146.711914
	Iteration 21Q: 3 clusters Score -545170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -545172.000000 Penalty: 4146.711914
	Iteration 22Q: 3 clusters Score -545172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -545175.625000 Penalty: 4146.711914
	Iteration 23Q: 3 clusters Score -545175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -545180.062500 Penalty: 4146.711914
	Iteration 24Q: 3 clusters Score -545180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -545186.562500 Penalty: 4146.711914
	Iteration 25Q: 3 clusters Score -545186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -545207.562500 Penalty: 4146.711914
	Iteration 26Q: 3 clusters Score -545207.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545246.625000 Penalty: 4146.711914
	Iteration 27Q: 3 clusters Score -545246.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -545286.875000 Penalty: 4146.711914
	Iteration 28Q: 3 clusters Score -545286.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -545309.312500 Penalty: 4146.711914
	Iteration 29Q: 3 clusters Score -545309.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -545323.750000 Penalty: 4146.711914
	Iteration 30Q: 3 clusters Score -545323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -545342.937500 Penalty: 4146.711914
	Iteration 31Q: 3 clusters Score -545342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -545360.875000 Penalty: 4146.711914
	Iteration 32Q: 3 clusters Score -545360.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -545368.062500 Penalty: 4146.711914
	Iteration 33Q: 3 clusters Score -545368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -545372.812500 Penalty: 4146.711914
	Iteration 34Q: 3 clusters Score -545372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -545373.875000 Penalty: 4146.711914
	Iteration 35Q: 3 clusters Score -545373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -545376.750000 Penalty: 4146.711914
	Iteration 36Q: 3 clusters Score -545376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -545376.750000 Penalty: 4146.711914
	Iteration 37Q: 3 clusters Score -545376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -545384.750000 Penalty: 4146.711914
	Iteration 38F: 3 clusters Score -545384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -545397.062500 Penalty: 4146.711914
	Iteration 39Q: 3 clusters Score -545397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -545402.375000 Penalty: 4146.711914
	Iteration 40F: 3 clusters Score -545402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -545405.312500 Penalty: 4146.711914
	Iteration 41Q: 3 clusters Score -545405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -545408.562500 Penalty: 4146.711914
	Iteration 42Q: 3 clusters Score -545408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -545407.250000 Penalty: 4146.711914
	Iteration 43Q: 3 clusters Score -545407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -545407.937500 Penalty: 4146.711914
	Iteration 44Q: 3 clusters Score -545407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -545407.937500 Penalty: 4146.711914
	Iteration 45F: 3 clusters Score -545407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -160056.140625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -160056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157960.812500 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -157960.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158443.203125 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -158443.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158735.468750 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -158735.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159028.656250 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -159028.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -159342.609375 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -159342.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -159480.421875 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -159480.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159541.328125 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -159541.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159592.281250 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -159592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159631.640625 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -159631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -159645.656250 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -159645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159650.171875 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -159650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -159657.953125 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -159658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -159661.671875 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -159661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -159662.828125 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -159662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159664.671875 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -159664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159666.937500 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -159666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159668.156250 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -159668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159668.156250 Penalty: 3562.823486
	Iteration 17F: 3 clusters Score -159668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -851306.187500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -851306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -845904.750000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -845904.8 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -847319.187500 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -847319.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -847649.250000 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -847649.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -847851.187500 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -847851.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -848009.625000 Penalty: 4343.548828
	Iteration 4Q: 3 clusters Score -848009.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -848139.562500 Penalty: 4343.548828
	Iteration 5Q: 3 clusters Score -848139.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -848277.375000 Penalty: 4343.548828
	Iteration 6Q: 3 clusters Score -848277.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -848374.625000 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -848374.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -848457.812500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -848457.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -848534.375000 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -848534.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -848611.437500 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -848611.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -848692.187500 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -848692.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -848770.500000 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -848770.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -848843.625000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -848843.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -848916.875000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -848916.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -848987.312500 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -848987.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -849059.687500 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -849059.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -849123.187500 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -849123.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -849179.812500 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -849179.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -849226.625000 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -849226.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -849273.187500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -849273.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -849323.687500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -849323.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -849367.562500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -849367.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -849402.187500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -849402.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -849430.875000 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -849430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -849455.812500 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -849455.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -849491.937500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -849491.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -849523.312500 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -849523.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -849545.125000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -849545.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -849564.687500 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -849564.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -849580.812500 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -849580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -849598.125000 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -849598.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -849608.312500 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -849608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -849617.500000 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -849617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -849626.687500 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -849626.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -849637.687500 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -849637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -849642.875000 Penalty: 4343.548828
	Iteration 36Q: 3 clusters Score -849642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -849650.375000 Penalty: 4343.548828
	Iteration 37Q: 3 clusters Score -849650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -849652.312500 Penalty: 4343.548828
	Iteration 38Q: 3 clusters Score -849652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -849654.125000 Penalty: 4343.548828
	Iteration 39Q: 3 clusters Score -849654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -849654.250000 Penalty: 4343.548828
	Iteration 40F: 3 clusters Score -849654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -849660.875000 Penalty: 4343.548828
	Iteration 41Q: 3 clusters Score -849660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -849665.750000 Penalty: 4343.548828
	Iteration 42Q: 3 clusters Score -849665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -849671.062500 Penalty: 4343.548828
	Iteration 43Q: 3 clusters Score -849671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -849678.000000 Penalty: 4343.548828
	Iteration 44Q: 3 clusters Score -849678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -849678.937500 Penalty: 4343.548828
	Iteration 45Q: 3 clusters Score -849678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -849681.187500 Penalty: 4343.548828
	Iteration 46Q: 3 clusters Score -849681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -849684.000000 Penalty: 4343.548828
	Iteration 47Q: 3 clusters Score -849684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -849684.000000 Penalty: 4343.548828
	Iteration 48F: 3 clusters Score -849684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (77839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Entering Unmasked Estep 
Score: -9970348.000000 Penalty: 2793.074707
	Iteration 0F: 2 clusters Score -9970348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -9918006.000000 Penalty: 5586.149414
	Iteration 0F: 3 clusters Score -9918006 nChanged 36398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -9939093.000000 Penalty: 5586.149414
	Iteration 1F: 3 clusters Score -9939093 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -9940439.000000 Penalty: 5586.149414
	Iteration 2Q: 3 clusters Score -9940439 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -9942084.000000 Penalty: 5586.149414
	Iteration 3Q: 3 clusters Score -9942084 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -9944059.000000 Penalty: 5586.149414
	Iteration 4F: 3 clusters Score -9944059 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -9946189.000000 Penalty: 5586.149414
	Iteration 5F: 3 clusters Score -9946189 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -9948608.000000 Penalty: 5586.149414
	Iteration 6F: 3 clusters Score -9948608 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -9951122.000000 Penalty: 5586.149414
	Iteration 7F: 3 clusters Score -9951122 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -9953871.000000 Penalty: 5586.149414
	Iteration 8F: 3 clusters Score -9953871 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -9956586.000000 Penalty: 5586.149414
	Iteration 9F: 3 clusters Score -9956586 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -9959091.000000 Penalty: 5586.149414
	Iteration 10Q: 3 clusters Score -9959091 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -9961138.000000 Penalty: 5586.149414
	Iteration 11Q: 3 clusters Score -9961138 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -9962769.000000 Penalty: 5586.149414
	Iteration 12Q: 3 clusters Score -9962769 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -9964047.000000 Penalty: 5586.149414
	Iteration 13Q: 3 clusters Score -9964047 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -9965244.000000 Penalty: 5586.149414
	Iteration 14Q: 3 clusters Score -9965244 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -9966119.000000 Penalty: 5586.149414
	Iteration 15Q: 3 clusters Score -9966119 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -9966843.000000 Penalty: 5586.149414
	Iteration 16Q: 3 clusters Score -9966843 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9967419.000000 Penalty: 5586.149414
	Iteration 17Q: 3 clusters Score -9967419 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9967930.000000 Penalty: 5586.149414
	Iteration 18Q: 3 clusters Score -9967930 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9968255.000000 Penalty: 5586.149414
	Iteration 19Q: 3 clusters Score -9968255 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -9968420.000000 Penalty: 5586.149414
	Iteration 20F: 3 clusters Score -9968420 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -9968603.000000 Penalty: 5586.149414
	Iteration 21Q: 3 clusters Score -9968603 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -9968735.000000 Penalty: 5586.149414
	Iteration 22Q: 3 clusters Score -9968735 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -9968833.000000 Penalty: 5586.149414
	Iteration 23Q: 3 clusters Score -9968833 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -9968940.000000 Penalty: 5586.149414
	Iteration 24Q: 3 clusters Score -9968940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -9969008.000000 Penalty: 5586.149414
	Iteration 25Q: 3 clusters Score -9969008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -9969034.000000 Penalty: 5586.149414
	Iteration 26Q: 3 clusters Score -9969034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -9969058.000000 Penalty: 5586.149414
	Iteration 27Q: 3 clusters Score -9969058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -9969086.000000 Penalty: 5586.149414
	Iteration 28Q: 3 clusters Score -9969086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -9969115.000000 Penalty: 5586.149414
	Iteration 29Q: 3 clusters Score -9969115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -9969120.000000 Penalty: 5586.149414
	Iteration 30Q: 3 clusters Score -9969120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -9969115.000000 Penalty: 5586.149414
	Iteration 31Q: 3 clusters Score -9969115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9969137.000000 Penalty: 5586.149414
	Iteration 32Q: 3 clusters Score -9969137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -9969139.000000 Penalty: 5586.149414
	Iteration 33Q: 3 clusters Score -9969139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -9969157.000000 Penalty: 5586.149414
	Iteration 34Q: 3 clusters Score -9969157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9969178.000000 Penalty: 5586.149414
	Iteration 35Q: 3 clusters Score -9969178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -9969184.000000 Penalty: 5586.149414
	Iteration 36Q: 3 clusters Score -9969184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -9969205.000000 Penalty: 5586.149414
	Iteration 37Q: 3 clusters Score -9969205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -9969203.000000 Penalty: 5586.149414
	Iteration 38Q: 3 clusters Score -9969203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -9969204.000000 Penalty: 5586.149414
	Iteration 39Q: 3 clusters Score -9969204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9969206.000000 Penalty: 5586.149414
	Iteration 40F: 3 clusters Score -9969206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -9969211.000000 Penalty: 5586.149414
	Iteration 41Q: 3 clusters Score -9969211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -9969213.000000 Penalty: 5586.149414
	Iteration 42Q: 3 clusters Score -9969213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -9969213.000000 Penalty: 5586.149414
	Iteration 43F: 3 clusters Score -9969213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137393 members 
Mstep: Class 4 contains 8613 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 193885 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92723 members 
Mstep: Class 10 contains 75579 members 
Mstep: Class 11 contains 35314 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 122117 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134116072.000000 Penalty: 92577.601562
Iteration 79Q: 28 clusters Score -1.341161e+08 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 59540 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 195277 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92862 members 
Mstep: Class 10 contains 75551 members 
Mstep: Class 11 contains 35278 members 
Mstep: Class 12 contains 16440 members 
Mstep: Class 13 contains 3472 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 15 contains 120956 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 4271 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77640 members 
Mstep: Class 25 contains 384 members 
Mstep: Class 26 contains 122773 members 
Mstep: Class 27 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134118648.000000 Penalty: 92577.601562
Iteration 80F: 28 clusters Score -1.341186e+08 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 137822 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 61867 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 195908 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92842 members 
Mstep: Class 10 contains 75517 members 
Mstep: Class 11 contains 35262 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 15786 members 
Mstep: Class 15 contains 118938 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 8209 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 77118 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 121896 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134120048.000000 Penalty: 92577.601562
Iteration 81Q: 28 clusters Score -1.3412e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 137877 members 
Mstep: Class 4 contains 10192 members 
Mstep: Class 5 contains 64397 members 
Mstep: Class 6 contains 7169 members 
Mstep: Class 7 contains 196464 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92848 members 
Mstep: Class 10 contains 75467 members 
Mstep: Class 11 contains 35219 members 
Mstep: Class 12 contains 16319 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 15891 members 
Mstep: Class 15 contains 116703 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 8209 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 76632 members 
Mstep: Class 25 contains 372 members 
Mstep: Class 26 contains 120975 members 
Mstep: Class 27 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134121616.000000 Penalty: 92577.601562
Iteration 82Q: 28 clusters Score -1.341216e+08 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 137887 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 5 contains 67207 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 196941 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92830 members 
Mstep: Class 10 contains 75390 members 
Mstep: Class 11 contains 35172 members 
Mstep: Class 12 contains 16356 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 15979 members 
Mstep: Class 15 contains 114204 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 6691 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 1295 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 76205 members 
Mstep: Class 25 contains 367 members 
Mstep: Class 26 contains 120224 members 
Mstep: Class 27 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134122960.000000 Penalty: 92577.601562
Iteration 83Q: 28 clusters Score -1.34123e+08 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 883 members 
Mstep: Class 3 contains 137969 members 
Mstep: Class 4 contains 10860 members 
Mstep: Class 5 contains 70245 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 197352 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92830 members 
Mstep: Class 10 contains 75327 members 
Mstep: Class 11 contains 35131 members 
Mstep: Class 12 contains 16392 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 16054 members 
Mstep: Class 15 contains 111465 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 75861 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 119496 members 
Mstep: Class 27 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134124960.000000 Penalty: 92577.601562
Iteration 84Q: 28 clusters Score -1.34125e+08 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 138030 members 
Mstep: Class 4 contains 11144 members 
Mstep: Class 5 contains 73602 members 
Mstep: Class 6 contains 7208 members 
Mstep: Class 7 contains 197727 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92842 members 
Mstep: Class 10 contains 75269 members 
Mstep: Class 11 contains 35099 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 14 contains 16125 members 
Mstep: Class 15 contains 108458 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 75557 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 118760 members 
Mstep: Class 27 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134127504.000000 Penalty: 92577.601562
Iteration 85Q: 28 clusters Score -1.341275e+08 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138096 members 
Mstep: Class 4 contains 11403 members 
Mstep: Class 5 contains 77349 members 
Mstep: Class 6 contains 7214 members 
Mstep: Class 7 contains 198059 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92837 members 
Mstep: Class 10 contains 75226 members 
Mstep: Class 11 contains 35052 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 16195 members 
Mstep: Class 15 contains 105155 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 75256 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117989 members 
Mstep: Class 27 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130880.000000 Penalty: 92577.601562
Iteration 86Q: 28 clusters Score -1.341309e+08 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138183 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 81408 members 
Mstep: Class 6 contains 7222 members 
Mstep: Class 7 contains 198299 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92836 members 
Mstep: Class 10 contains 75185 members 
Mstep: Class 11 contains 34996 members 
Mstep: Class 12 contains 16527 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 1085 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 74955 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 117157 members 
Mstep: Class 27 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135128.000000 Penalty: 92577.601562
Iteration 87Q: 28 clusters Score -1.341351e+08 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138137 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 85432 members 
Mstep: Class 6 contains 7234 members 
Mstep: Class 7 contains 198449 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92821 members 
Mstep: Class 10 contains 75140 members 
Mstep: Class 11 contains 34937 members 
Mstep: Class 12 contains 16575 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 16325 members 
Mstep: Class 15 contains 98639 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 8241 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 4247 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6369 members 
Mstep: Class 24 contains 74583 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 116343 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139376.000000 Penalty: 92577.601562
Iteration 88Q: 28 clusters Score -1.341394e+08 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138112 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 89024 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 7 contains 198525 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92819 members 
Mstep: Class 10 contains 75095 members 
Mstep: Class 11 contains 34859 members 
Mstep: Class 12 contains 16625 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 16391 members 
Mstep: Class 15 contains 96190 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 74045 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 115592 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141864.000000 Penalty: 92577.601562
Iteration 89Q: 28 clusters Score -1.341419e+08 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138127 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 91908 members 
Mstep: Class 6 contains 7251 members 
Mstep: Class 7 contains 198555 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92824 members 
Mstep: Class 10 contains 75068 members 
Mstep: Class 11 contains 34775 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 16471 members 
Mstep: Class 15 contains 94538 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 4241 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 73325 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114891 members 
Mstep: Class 27 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 92577.601562
Iteration 90Q: 28 clusters Score -1.341439e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138231 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 94129 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 198675 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92809 members 
Mstep: Class 10 contains 75044 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 16531 members 
Mstep: Class 15 contains 93394 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 8351 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 72571 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 114218 members 
Mstep: Class 27 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144864.000000 Penalty: 92577.601562
Iteration 91Q: 28 clusters Score -1.341449e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138398 members 
Mstep: Class 4 contains 12367 members 
Mstep: Class 5 contains 95879 members 
Mstep: Class 6 contains 7271 members 
Mstep: Class 7 contains 198866 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92819 members 
Mstep: Class 10 contains 75021 members 
Mstep: Class 11 contains 34601 members 
Mstep: Class 12 contains 16714 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 16618 members 
Mstep: Class 15 contains 92527 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 71816 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 113615 members 
Mstep: Class 27 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145296.000000 Penalty: 92577.601562
Iteration 92Q: 28 clusters Score -1.341453e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138574 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 97297 members 
Mstep: Class 6 contains 7269 members 
Mstep: Class 7 contains 199080 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92807 members 
Mstep: Class 10 contains 74995 members 
Mstep: Class 11 contains 34511 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 2771 members 
Mstep: Class 14 contains 16695 members 
Mstep: Class 15 contains 91852 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 8440 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 4237 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 71086 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 113124 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145736.000000 Penalty: 92577.601562
Iteration 93Q: 28 clusters Score -1.341457e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138724 members 
Mstep: Class 4 contains 12561 members 
Mstep: Class 5 contains 98377 members 
Mstep: Class 6 contains 7272 members 
Mstep: Class 7 contains 199316 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92794 members 
Mstep: Class 10 contains 74971 members 
Mstep: Class 11 contains 34417 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 16749 members 
Mstep: Class 15 contains 91351 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 70444 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 112684 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145656.000000 Penalty: 92577.601562
Iteration 94Q: 28 clusters Score -1.341457e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138847 members 
Mstep: Class 4 contains 12633 members 
Mstep: Class 5 contains 99281 members 
Mstep: Class 6 contains 7278 members 
Mstep: Class 7 contains 199530 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92790 members 
Mstep: Class 10 contains 74949 members 
Mstep: Class 11 contains 34334 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 16806 members 
Mstep: Class 15 contains 90980 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 8612 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 4236 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 69839 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 112292 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146088.000000 Penalty: 92577.601562
Iteration 95Q: 28 clusters Score -1.341461e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138970 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 100001 members 
Mstep: Class 6 contains 7277 members 
Mstep: Class 7 contains 199711 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92774 members 
Mstep: Class 10 contains 74927 members 
Mstep: Class 11 contains 34269 members 
Mstep: Class 12 contains 16824 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 90670 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 69348 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 111914 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146160.000000 Penalty: 92577.601562
Iteration 96Q: 28 clusters Score -1.341462e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 138984 members 
Mstep: Class 4 contains 12815 members 
Mstep: Class 5 contains 100650 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 199930 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92765 members 
Mstep: Class 10 contains 74905 members 
Mstep: Class 11 contains 34217 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 16895 members 
Mstep: Class 15 contains 90421 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 8817 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 1206 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 68931 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 111529 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146088.000000 Penalty: 92577.601562
Iteration 97Q: 28 clusters Score -1.341461e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139038 members 
Mstep: Class 4 contains 12906 members 
Mstep: Class 5 contains 101194 members 
Mstep: Class 6 contains 7299 members 
Mstep: Class 7 contains 200141 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92765 members 
Mstep: Class 10 contains 74885 members 
Mstep: Class 11 contains 34166 members 
Mstep: Class 12 contains 16884 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 90178 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 8910 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 68526 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 111181 members 
Mstep: Class 27 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146296.000000 Penalty: 92577.601562
Iteration 98Q: 28 clusters Score -1.341463e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139064 members 
Mstep: Class 4 contains 12976 members 
Mstep: Class 5 contains 101634 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 200333 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92758 members 
Mstep: Class 10 contains 74867 members 
Mstep: Class 11 contains 34124 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 16986 members 
Mstep: Class 15 contains 89966 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6681 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 68200 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 110862 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146112.000000 Penalty: 92577.601562
Iteration 99Q: 28 clusters Score -1.341461e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139069 members 
Mstep: Class 4 contains 13027 members 
Mstep: Class 5 contains 102002 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 7 contains 200549 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92742 members 
Mstep: Class 10 contains 74853 members 
Mstep: Class 11 contains 34084 members 
Mstep: Class 12 contains 16929 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 89801 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 9128 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 1199 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 67919 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 110573 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146584.000000 Penalty: 92577.601562
Iteration 100F: 28 clusters Score -1.341466e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139118 members 
Mstep: Class 4 contains 13050 members 
Mstep: Class 5 contains 102688 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 200764 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92726 members 
Mstep: Class 10 contains 74837 members 
Mstep: Class 11 contains 34045 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 17034 members 
Mstep: Class 15 contains 89552 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 67399 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 110260 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147448.000000 Penalty: 92577.601562
Iteration 101Q: 28 clusters Score -1.341474e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139175 members 
Mstep: Class 4 contains 13077 members 
Mstep: Class 5 contains 103275 members 
Mstep: Class 6 contains 7366 members 
Mstep: Class 7 contains 200923 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92712 members 
Mstep: Class 10 contains 74776 members 
Mstep: Class 11 contains 34011 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 89379 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 9450 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 1204 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 66927 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 109935 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147336.000000 Penalty: 92577.601562
Iteration 102Q: 28 clusters Score -1.341473e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139247 members 
Mstep: Class 4 contains 13107 members 
Mstep: Class 5 contains 103762 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 7 contains 201079 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92714 members 
Mstep: Class 10 contains 74675 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 17019 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17106 members 
Mstep: Class 15 contains 89273 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 9629 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 4200 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 66471 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 109590 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147496.000000 Penalty: 92577.601562
Iteration 103Q: 28 clusters Score -1.341475e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139316 members 
Mstep: Class 4 contains 13125 members 
Mstep: Class 5 contains 104145 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 201235 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92717 members 
Mstep: Class 10 contains 74560 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 17129 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 17144 members 
Mstep: Class 15 contains 89180 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 9794 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 66069 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 109268 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147504.000000 Penalty: 92577.601562
Iteration 104Q: 28 clusters Score -1.341475e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139388 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 104504 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 201381 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92716 members 
Mstep: Class 10 contains 74458 members 
Mstep: Class 11 contains 33948 members 
Mstep: Class 12 contains 17226 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 17183 members 
Mstep: Class 15 contains 89090 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 65695 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108960 members 
Mstep: Class 27 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147712.000000 Penalty: 92577.601562
Iteration 105Q: 28 clusters Score -1.341477e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139440 members 
Mstep: Class 4 contains 13158 members 
Mstep: Class 5 contains 104795 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 201566 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92697 members 
Mstep: Class 10 contains 74374 members 
Mstep: Class 11 contains 33923 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 17210 members 
Mstep: Class 15 contains 89017 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 10125 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6741 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1233 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 65365 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108654 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147688.000000 Penalty: 92577.601562
Iteration 106Q: 28 clusters Score -1.341477e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139484 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 105040 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 201753 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 92689 members 
Mstep: Class 10 contains 74300 members 
Mstep: Class 11 contains 33895 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 17239 members 
Mstep: Class 15 contains 88971 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 65067 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108319 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147528.000000 Penalty: 92577.601562
Iteration 107Q: 28 clusters Score -1.341475e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139513 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 105257 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 201981 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92679 members 
Mstep: Class 10 contains 74237 members 
Mstep: Class 11 contains 33866 members 
Mstep: Class 12 contains 17461 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 17275 members 
Mstep: Class 15 contains 88886 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 10411 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 1247 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 64843 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 108002 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147344.000000 Penalty: 92577.601562
Iteration 108Q: 28 clusters Score -1.341473e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139530 members 
Mstep: Class 4 contains 13222 members 
Mstep: Class 5 contains 105472 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 202243 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92649 members 
Mstep: Class 10 contains 74187 members 
Mstep: Class 11 contains 33850 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 17308 members 
Mstep: Class 15 contains 88806 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 1239 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 64619 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 107668 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147592.000000 Penalty: 92577.601562
Iteration 109Q: 28 clusters Score -1.341476e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139546 members 
Mstep: Class 4 contains 13234 members 
Mstep: Class 5 contains 105678 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 202492 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92611 members 
Mstep: Class 10 contains 74162 members 
Mstep: Class 11 contains 33832 members 
Mstep: Class 12 contains 17554 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 17332 members 
Mstep: Class 15 contains 88762 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 1236 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 64381 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 107351 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147576.000000 Penalty: 92577.601562
Iteration 110Q: 28 clusters Score -1.341476e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139569 members 
Mstep: Class 4 contains 13242 members 
Mstep: Class 5 contains 105835 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 202726 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 92570 members 
Mstep: Class 10 contains 74135 members 
Mstep: Class 11 contains 33800 members 
Mstep: Class 12 contains 17589 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 17361 members 
Mstep: Class 15 contains 88718 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6782 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1234 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 64190 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 107044 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147640.000000 Penalty: 92577.601562
Iteration 111Q: 28 clusters Score -1.341476e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139606 members 
Mstep: Class 4 contains 13255 members 
Mstep: Class 5 contains 105971 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 202927 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 92547 members 
Mstep: Class 10 contains 74102 members 
Mstep: Class 11 contains 33776 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 17387 members 
Mstep: Class 15 contains 88679 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 10956 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 64027 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106716 members 
Mstep: Class 27 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147776.000000 Penalty: 92577.601562
Iteration 112Q: 28 clusters Score -1.341478e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139631 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 106082 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 203123 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 92522 members 
Mstep: Class 10 contains 74068 members 
Mstep: Class 11 contains 33761 members 
Mstep: Class 12 contains 17673 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 17413 members 
Mstep: Class 15 contains 88648 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63888 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106386 members 
Mstep: Class 27 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147544.000000 Penalty: 92577.601562
Iteration 113Q: 28 clusters Score -1.341475e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139649 members 
Mstep: Class 4 contains 13280 members 
Mstep: Class 5 contains 106193 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 203356 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92497 members 
Mstep: Class 10 contains 74040 members 
Mstep: Class 11 contains 33746 members 
Mstep: Class 12 contains 17703 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 17431 members 
Mstep: Class 15 contains 88619 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 11249 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63762 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 106046 members 
Mstep: Class 27 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147328.000000 Penalty: 92577.601562
Iteration 114Q: 28 clusters Score -1.341473e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139659 members 
Mstep: Class 4 contains 13290 members 
Mstep: Class 5 contains 106274 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 203596 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92469 members 
Mstep: Class 10 contains 74016 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 17729 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 17446 members 
Mstep: Class 15 contains 88591 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63662 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105731 members 
Mstep: Class 27 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147232.000000 Penalty: 92577.601562
Iteration 115Q: 28 clusters Score -1.341472e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139701 members 
Mstep: Class 4 contains 13307 members 
Mstep: Class 5 contains 106342 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 203832 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92460 members 
Mstep: Class 10 contains 74000 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 17748 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 17459 members 
Mstep: Class 15 contains 88549 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63570 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105409 members 
Mstep: Class 27 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147304.000000 Penalty: 92577.601562
Iteration 116Q: 28 clusters Score -1.341473e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139723 members 
Mstep: Class 4 contains 13318 members 
Mstep: Class 5 contains 106425 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 204071 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92450 members 
Mstep: Class 10 contains 73986 members 
Mstep: Class 11 contains 33713 members 
Mstep: Class 12 contains 17763 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 17471 members 
Mstep: Class 15 contains 88491 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 4210 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63478 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 105122 members 
Mstep: Class 27 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147576.000000 Penalty: 92577.601562
Iteration 117Q: 28 clusters Score -1.341476e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139731 members 
Mstep: Class 4 contains 13333 members 
Mstep: Class 5 contains 106492 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 204269 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92441 members 
Mstep: Class 10 contains 73975 members 
Mstep: Class 11 contains 33696 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 17487 members 
Mstep: Class 15 contains 88460 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63418 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104869 members 
Mstep: Class 27 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147600.000000 Penalty: 92577.601562
Iteration 118Q: 28 clusters Score -1.341476e+08 nChanged 867
Entering ConstructFrom: 
Score: -134147600.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -284592.812500 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -284592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -281857.437500 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -281857.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -282471.625000 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -282471.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282824.312500 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -282824.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -283231.281250 Penalty: 3833.512451
	Iteration 3F: 3 clusters Score -283231.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -283584.000000 Penalty: 3833.512451
	Iteration 4F: 3 clusters Score -283584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -283873.468750 Penalty: 3833.512451
	Iteration 5F: 3 clusters Score -283873.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -284099.375000 Penalty: 3833.512451
	Iteration 6F: 3 clusters Score -284099.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -284288.250000 Penalty: 3833.512451
	Iteration 7Q: 3 clusters Score -284288.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -284402.843750 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -284402.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284489.312500 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -284489.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -284582.218750 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -284582.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284652.375000 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -284652.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284714.218750 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -284714.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284792.375000 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -284792.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -284855.531250 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -284855.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -284913.968750 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -284914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -284967.031250 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -284967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285037.968750 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -285038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -285161.281250 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -285161.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -285332.125000 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -285332.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -285424.156250 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -285424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -285454.343750 Penalty: 3833.512451
	Iteration 21Q: 3 clusters Score -285454.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -285468.750000 Penalty: 3833.512451
	Iteration 22Q: 3 clusters Score -285468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -285471.656250 Penalty: 3833.512451
	Iteration 23Q: 3 clusters Score -285471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -285473.562500 Penalty: 3833.512451
	Iteration 24Q: 3 clusters Score -285473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285474.875000 Penalty: 3833.512451
	Iteration 25Q: 3 clusters Score -285474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285474.875000 Penalty: 3833.512451
	Iteration 26F: 3 clusters Score -285474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 1377 members 
Entering Unmasked Estep 
Score: -134146576.000000 Penalty: 96006.398438
Splitting cluster 1 changes total score from -134147600.000000 to -134146576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -108658.562500 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -108658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106792.351562 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -106792.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -107098.093750 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -107098.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107260.507812 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -107260.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107365.398438 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -107365.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107417.992188 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -107418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107496.460938 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -107496.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107604.539062 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -107604.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107737.640625 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -107737.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108037.203125 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -108037.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108276.890625 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -108276.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108379.976562 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -108380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108424.890625 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -108424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108454.390625 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -108454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -108471.968750 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -108472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108482.523438 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -108482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108484.414062 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -108484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108488.281250 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -108488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108491.656250 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -108491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108493.937500 Penalty: 3366.771240
	Iteration 18Q: 3 clusters Score -108493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108496.695312 Penalty: 3366.771240
	Iteration 19Q: 3 clusters Score -108496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108498.757812 Penalty: 3366.771240
	Iteration 20F: 3 clusters Score -108498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108501.960938 Penalty: 3366.771240
	Iteration 21Q: 3 clusters Score -108502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108505.757812 Penalty: 3366.771240
	Iteration 22Q: 3 clusters Score -108505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108508.867188 Penalty: 3366.771240
	Iteration 23Q: 3 clusters Score -108508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108508.867188 Penalty: 3366.771240
	Iteration 24F: 3 clusters Score -108508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (139734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Entering Unmasked Estep 
Score: -19056992.000000 Penalty: 2938.178955
	Iteration 0F: 2 clusters Score -1.905699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -18966088.000000 Penalty: 5876.357910
	Iteration 0F: 3 clusters Score -1.896609e+07 nChanged 66733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -19004504.000000 Penalty: 5876.357910
	Iteration 1F: 3 clusters Score -1.90045e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -19005500.000000 Penalty: 5876.357910
	Iteration 2Q: 3 clusters Score -1.90055e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -19006862.000000 Penalty: 5876.357910
	Iteration 3Q: 3 clusters Score -1.900686e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -19008870.000000 Penalty: 5876.357910
	Iteration 4Q: 3 clusters Score -1.900887e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -19012066.000000 Penalty: 5876.357910
	Iteration 5Q: 3 clusters Score -1.901207e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -19017514.000000 Penalty: 5876.357910
	Iteration 6F: 3 clusters Score -1.901751e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108308 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -19026208.000000 Penalty: 5876.357910
	Iteration 7F: 3 clusters Score -1.902621e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -19037360.000000 Penalty: 5876.357910
	Iteration 8F: 3 clusters Score -1.903736e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -19047030.000000 Penalty: 5876.357910
	Iteration 9F: 3 clusters Score -1.904703e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136107 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -19051750.000000 Penalty: 5876.357910
	Iteration 10Q: 3 clusters Score -1.905175e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138558 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19053538.000000 Penalty: 5876.357910
	Iteration 11Q: 3 clusters Score -1.905354e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139283 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19054076.000000 Penalty: 5876.357910
	Iteration 12Q: 3 clusters Score -1.905408e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19054238.000000 Penalty: 5876.357910
	Iteration 13Q: 3 clusters Score -1.905424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139485 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19054326.000000 Penalty: 5876.357910
	Iteration 14Q: 3 clusters Score -1.905433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19054350.000000 Penalty: 5876.357910
	Iteration 15Q: 3 clusters Score -1.905435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139512 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19054366.000000 Penalty: 5876.357910
	Iteration 16Q: 3 clusters Score -1.905437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19054382.000000 Penalty: 5876.357910
	Iteration 17Q: 3 clusters Score -1.905438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19054404.000000 Penalty: 5876.357910
	Iteration 18Q: 3 clusters Score -1.90544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19054414.000000 Penalty: 5876.357910
	Iteration 19Q: 3 clusters Score -1.905441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139526 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19054408.000000 Penalty: 5876.357910
	Iteration 20F: 3 clusters Score -1.905441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19054422.000000 Penalty: 5876.357910
	Iteration 21Q: 3 clusters Score -1.905442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19054426.000000 Penalty: 5876.357910
	Iteration 22Q: 3 clusters Score -1.905443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19054428.000000 Penalty: 5876.357910
	Iteration 23Q: 3 clusters Score -1.905443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19054428.000000 Penalty: 5876.357910
	Iteration 24Q: 3 clusters Score -1.905443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19054428.000000 Penalty: 5876.357910
	Iteration 25F: 3 clusters Score -1.905443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Entering Unmasked Estep 
Score: -1847905.250000 Penalty: 2355.745117
	Iteration 0F: 2 clusters Score -1847905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1838031.250000 Penalty: 4711.490234
	Iteration 0F: 3 clusters Score -1838031 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1841098.875000 Penalty: 4711.490234
	Iteration 1F: 3 clusters Score -1841099 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1841470.125000 Penalty: 4711.490234
	Iteration 2F: 3 clusters Score -1841470 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1841772.750000 Penalty: 4711.490234
	Iteration 3F: 3 clusters Score -1841773 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1842028.750000 Penalty: 4711.490234
	Iteration 4Q: 3 clusters Score -1842029 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1842257.625000 Penalty: 4711.490234
	Iteration 5Q: 3 clusters Score -1842258 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1842457.125000 Penalty: 4711.490234
	Iteration 6Q: 3 clusters Score -1842457 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1842663.125000 Penalty: 4711.490234
	Iteration 7Q: 3 clusters Score -1842663 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1842852.875000 Penalty: 4711.490234
	Iteration 8Q: 3 clusters Score -1842853 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1843042.875000 Penalty: 4711.490234
	Iteration 9Q: 3 clusters Score -1843043 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1843224.625000 Penalty: 4711.490234
	Iteration 10Q: 3 clusters Score -1843225 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1843412.625000 Penalty: 4711.490234
	Iteration 11Q: 3 clusters Score -1843413 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1843570.875000 Penalty: 4711.490234
	Iteration 12Q: 3 clusters Score -1843571 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1843711.250000 Penalty: 4711.490234
	Iteration 13Q: 3 clusters Score -1843711 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1843845.125000 Penalty: 4711.490234
	Iteration 14Q: 3 clusters Score -1843845 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1843960.000000 Penalty: 4711.490234
	Iteration 15Q: 3 clusters Score -1843960 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1844075.000000 Penalty: 4711.490234
	Iteration 16Q: 3 clusters Score -1844075 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1844180.750000 Penalty: 4711.490234
	Iteration 17Q: 3 clusters Score -1844181 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1844273.375000 Penalty: 4711.490234
	Iteration 18Q: 3 clusters Score -1844273 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1844348.250000 Penalty: 4711.490234
	Iteration 19Q: 3 clusters Score -1844348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1844412.500000 Penalty: 4711.490234
	Iteration 20F: 3 clusters Score -1844412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1844454.000000 Penalty: 4711.490234
	Iteration 21Q: 3 clusters Score -1844454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1844496.125000 Penalty: 4711.490234
	Iteration 22Q: 3 clusters Score -1844496 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1844528.875000 Penalty: 4711.490234
	Iteration 23Q: 3 clusters Score -1844529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1844543.125000 Penalty: 4711.490234
	Iteration 24Q: 3 clusters Score -1844543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1844562.875000 Penalty: 4711.490234
	Iteration 25Q: 3 clusters Score -1844563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1844571.250000 Penalty: 4711.490234
	Iteration 26Q: 3 clusters Score -1844571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1844574.875000 Penalty: 4711.490234
	Iteration 27Q: 3 clusters Score -1844575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1844582.750000 Penalty: 4711.490234
	Iteration 28Q: 3 clusters Score -1844583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1844595.000000 Penalty: 4711.490234
	Iteration 29Q: 3 clusters Score -1844595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1844602.750000 Penalty: 4711.490234
	Iteration 30Q: 3 clusters Score -1844603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1844612.250000 Penalty: 4711.490234
	Iteration 31Q: 3 clusters Score -1844612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1844613.625000 Penalty: 4711.490234
	Iteration 32Q: 3 clusters Score -1844614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1844622.625000 Penalty: 4711.490234
	Iteration 33Q: 3 clusters Score -1844623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1844635.625000 Penalty: 4711.490234
	Iteration 34Q: 3 clusters Score -1844636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1844642.875000 Penalty: 4711.490234
	Iteration 35Q: 3 clusters Score -1844643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1844648.625000 Penalty: 4711.490234
	Iteration 36Q: 3 clusters Score -1844649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1844661.375000 Penalty: 4711.490234
	Iteration 37Q: 3 clusters Score -1844661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1844658.125000 Penalty: 4711.490234
	Iteration 38Q: 3 clusters Score -1844658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1844664.000000 Penalty: 4711.490234
	Iteration 39Q: 3 clusters Score -1844664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1844666.125000 Penalty: 4711.490234
	Iteration 40F: 3 clusters Score -1844666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1844670.250000 Penalty: 4711.490234
	Iteration 41Q: 3 clusters Score -1844670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1844672.750000 Penalty: 4711.490234
	Iteration 42Q: 3 clusters Score -1844673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1844674.500000 Penalty: 4711.490234
	Iteration 43Q: 3 clusters Score -1844674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1844687.000000 Penalty: 4711.490234
	Iteration 44Q: 3 clusters Score -1844687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1844691.250000 Penalty: 4711.490234
	Iteration 45Q: 3 clusters Score -1844691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1844699.000000 Penalty: 4711.490234
	Iteration 46Q: 3 clusters Score -1844699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1844699.500000 Penalty: 4711.490234
	Iteration 47Q: 3 clusters Score -1844700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1844706.125000 Penalty: 4711.490234
	Iteration 48Q: 3 clusters Score -1844706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1844707.000000 Penalty: 4711.490234
	Iteration 49Q: 3 clusters Score -1844707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1844709.500000 Penalty: 4711.490234
	Iteration 50Q: 3 clusters Score -1844710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1844708.000000 Penalty: 4711.490234
	Iteration 51Q: 3 clusters Score -1844708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1844705.875000 Penalty: 4711.490234
	Iteration 52Q: 3 clusters Score -1844706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1844708.875000 Penalty: 4711.490234
	Iteration 53Q: 3 clusters Score -1844709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1844710.125000 Penalty: 4711.490234
	Iteration 54Q: 3 clusters Score -1844710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1844707.500000 Penalty: 4711.490234
	Iteration 55Q: 3 clusters Score -1844708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1844712.375000 Penalty: 4711.490234
	Iteration 56Q: 3 clusters Score -1844712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1844717.250000 Penalty: 4711.490234
	Iteration 57Q: 3 clusters Score -1844717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1844721.500000 Penalty: 4711.490234
	Iteration 58Q: 3 clusters Score -1844722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1844722.750000 Penalty: 4711.490234
	Iteration 59Q: 3 clusters Score -1844723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1844725.250000 Penalty: 4711.490234
	Iteration 60F: 3 clusters Score -1844725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1844731.750000 Penalty: 4711.490234
	Iteration 61Q: 3 clusters Score -1844732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1844729.000000 Penalty: 4711.490234
	Iteration 62Q: 3 clusters Score -1844729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1844732.625000 Penalty: 4711.490234
	Iteration 63Q: 3 clusters Score -1844733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1844732.125000 Penalty: 4711.490234
	Iteration 64Q: 3 clusters Score -1844732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1844731.250000 Penalty: 4711.490234
	Iteration 65Q: 3 clusters Score -1844731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1844729.500000 Penalty: 4711.490234
	Iteration 66Q: 3 clusters Score -1844730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1844734.375000 Penalty: 4711.490234
	Iteration 67Q: 3 clusters Score -1844734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1844738.250000 Penalty: 4711.490234
	Iteration 68Q: 3 clusters Score -1844738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1844741.125000 Penalty: 4711.490234
	Iteration 69Q: 3 clusters Score -1844741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1844743.375000 Penalty: 4711.490234
	Iteration 70Q: 3 clusters Score -1844743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1844746.750000 Penalty: 4711.490234
	Iteration 71Q: 3 clusters Score -1844747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1844749.625000 Penalty: 4711.490234
	Iteration 72Q: 3 clusters Score -1844750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1844750.875000 Penalty: 4711.490234
	Iteration 73Q: 3 clusters Score -1844751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1844747.750000 Penalty: 4711.490234
	Iteration 74Q: 3 clusters Score -1844748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1844749.500000 Penalty: 4711.490234
	Iteration 75Q: 3 clusters Score -1844750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1844752.500000 Penalty: 4711.490234
	Iteration 76Q: 3 clusters Score -1844752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1844747.500000 Penalty: 4711.490234
	Iteration 77Q: 3 clusters Score -1844748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1844754.750000 Penalty: 4711.490234
	Iteration 78Q: 3 clusters Score -1844755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1844758.250000 Penalty: 4711.490234
	Iteration 79Q: 3 clusters Score -1844758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1844756.625000 Penalty: 4711.490234
	Iteration 80F: 3 clusters Score -1844757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1844757.500000 Penalty: 4711.490234
	Iteration 81Q: 3 clusters Score -1844758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1844758.250000 Penalty: 4711.490234
	Iteration 82Q: 3 clusters Score -1844758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1844757.875000 Penalty: 4711.490234
	Iteration 83Q: 3 clusters Score -1844758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1844755.375000 Penalty: 4711.490234
	Iteration 84Q: 3 clusters Score -1844755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1844758.625000 Penalty: 4711.490234
	Iteration 85Q: 3 clusters Score -1844759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1844756.250000 Penalty: 4711.490234
	Iteration 86Q: 3 clusters Score -1844756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1844762.875000 Penalty: 4711.490234
	Iteration 87Q: 3 clusters Score -1844763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1844768.375000 Penalty: 4711.490234
	Iteration 88Q: 3 clusters Score -1844768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1844768.250000 Penalty: 4711.490234
	Iteration 89Q: 3 clusters Score -1844768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1844770.500000 Penalty: 4711.490234
	Iteration 90Q: 3 clusters Score -1844770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1844772.625000 Penalty: 4711.490234
	Iteration 91Q: 3 clusters Score -1844773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1844773.375000 Penalty: 4711.490234
	Iteration 92Q: 3 clusters Score -1844773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1844773.625000 Penalty: 4711.490234
	Iteration 93Q: 3 clusters Score -1844774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1844777.750000 Penalty: 4711.490234
	Iteration 94Q: 3 clusters Score -1844778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1844780.125000 Penalty: 4711.490234
	Iteration 95Q: 3 clusters Score -1844780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1844778.250000 Penalty: 4711.490234
	Iteration 96Q: 3 clusters Score -1844778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1844778.375000 Penalty: 4711.490234
	Iteration 97Q: 3 clusters Score -1844778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1844779.125000 Penalty: 4711.490234
	Iteration 98Q: 3 clusters Score -1844779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1844779.625000 Penalty: 4711.490234
	Iteration 99Q: 3 clusters Score -1844780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1844779.625000 Penalty: 4711.490234
	Iteration 100F: 3 clusters Score -1844780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Entering Unmasked Estep 
Score: -14424314.000000 Penalty: 2870.962891
	Iteration 0F: 2 clusters Score -1.442431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -14353276.000000 Penalty: 5741.925781
	Iteration 0F: 3 clusters Score -1.435328e+07 nChanged 50486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -14381994.000000 Penalty: 5741.925781
	Iteration 1F: 3 clusters Score -1.438199e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -14382828.000000 Penalty: 5741.925781
	Iteration 2Q: 3 clusters Score -1.438283e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -14383771.000000 Penalty: 5741.925781
	Iteration 3Q: 3 clusters Score -1.438377e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -14385011.000000 Penalty: 5741.925781
	Iteration 4Q: 3 clusters Score -1.438501e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -14386737.000000 Penalty: 5741.925781
	Iteration 5Q: 3 clusters Score -1.438674e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -14389625.000000 Penalty: 5741.925781
	Iteration 6Q: 3 clusters Score -1.438962e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -14394392.000000 Penalty: 5741.925781
	Iteration 7F: 3 clusters Score -1.439439e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -14400861.000000 Penalty: 5741.925781
	Iteration 8F: 3 clusters Score -1.440086e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -14408033.000000 Penalty: 5741.925781
	Iteration 9F: 3 clusters Score -1.440803e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -14413700.000000 Penalty: 5741.925781
	Iteration 10F: 3 clusters Score -1.44137e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -14417536.000000 Penalty: 5741.925781
	Iteration 11Q: 3 clusters Score -1.441754e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -14419716.000000 Penalty: 5741.925781
	Iteration 12Q: 3 clusters Score -1.441972e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14420728.000000 Penalty: 5741.925781
	Iteration 13Q: 3 clusters Score -1.442073e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14421192.000000 Penalty: 5741.925781
	Iteration 14Q: 3 clusters Score -1.442119e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14421477.000000 Penalty: 5741.925781
	Iteration 15Q: 3 clusters Score -1.442148e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14421560.000000 Penalty: 5741.925781
	Iteration 16Q: 3 clusters Score -1.442156e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14421625.000000 Penalty: 5741.925781
	Iteration 17Q: 3 clusters Score -1.442162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14421678.000000 Penalty: 5741.925781
	Iteration 18Q: 3 clusters Score -1.442168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14421689.000000 Penalty: 5741.925781
	Iteration 19Q: 3 clusters Score -1.442169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14421703.000000 Penalty: 5741.925781
	Iteration 20F: 3 clusters Score -1.44217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14421728.000000 Penalty: 5741.925781
	Iteration 21Q: 3 clusters Score -1.442173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14421736.000000 Penalty: 5741.925781
	Iteration 22Q: 3 clusters Score -1.442174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14421734.000000 Penalty: 5741.925781
	Iteration 23Q: 3 clusters Score -1.442173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14421745.000000 Penalty: 5741.925781
	Iteration 24Q: 3 clusters Score -1.442174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14421748.000000 Penalty: 5741.925781
	Iteration 25Q: 3 clusters Score -1.442175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14421760.000000 Penalty: 5741.925781
	Iteration 26Q: 3 clusters Score -1.442176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14421760.000000 Penalty: 5741.925781
	Iteration 27F: 3 clusters Score -1.442176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -1031659.125000 Penalty: 2214.664307
	Iteration 0F: 2 clusters Score -1031659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1025519.625000 Penalty: 4429.328613
	Iteration 0F: 3 clusters Score -1025520 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1027181.687500 Penalty: 4429.328613
	Iteration 1F: 3 clusters Score -1027182 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1027479.562500 Penalty: 4429.328613
	Iteration 2F: 3 clusters Score -1027480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1027702.000000 Penalty: 4429.328613
	Iteration 3F: 3 clusters Score -1027702 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1027873.687500 Penalty: 4429.328613
	Iteration 4Q: 3 clusters Score -1027874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1028008.437500 Penalty: 4429.328613
	Iteration 5Q: 3 clusters Score -1028008 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1028137.500000 Penalty: 4429.328613
	Iteration 6Q: 3 clusters Score -1028138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1028242.312500 Penalty: 4429.328613
	Iteration 7Q: 3 clusters Score -1028242 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1028338.750000 Penalty: 4429.328613
	Iteration 8Q: 3 clusters Score -1028339 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1028431.937500 Penalty: 4429.328613
	Iteration 9Q: 3 clusters Score -1028432 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1028516.687500 Penalty: 4429.328613
	Iteration 10Q: 3 clusters Score -1028517 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1028605.187500 Penalty: 4429.328613
	Iteration 11Q: 3 clusters Score -1028605 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1028712.125000 Penalty: 4429.328613
	Iteration 12Q: 3 clusters Score -1028712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1028823.312500 Penalty: 4429.328613
	Iteration 13Q: 3 clusters Score -1028823 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1028914.875000 Penalty: 4429.328613
	Iteration 14Q: 3 clusters Score -1028915 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1029010.625000 Penalty: 4429.328613
	Iteration 15Q: 3 clusters Score -1029011 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1029083.250000 Penalty: 4429.328613
	Iteration 16Q: 3 clusters Score -1029083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1029150.187500 Penalty: 4429.328613
	Iteration 17Q: 3 clusters Score -1029150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1029204.812500 Penalty: 4429.328613
	Iteration 18Q: 3 clusters Score -1029205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1029248.500000 Penalty: 4429.328613
	Iteration 19Q: 3 clusters Score -1029248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1029285.812500 Penalty: 4429.328613
	Iteration 20F: 3 clusters Score -1029286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1029310.437500 Penalty: 4429.328613
	Iteration 21Q: 3 clusters Score -1029310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1029332.562500 Penalty: 4429.328613
	Iteration 22Q: 3 clusters Score -1029333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1029352.500000 Penalty: 4429.328613
	Iteration 23Q: 3 clusters Score -1029352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1029368.750000 Penalty: 4429.328613
	Iteration 24Q: 3 clusters Score -1029369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1029391.312500 Penalty: 4429.328613
	Iteration 25Q: 3 clusters Score -1029391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1029406.687500 Penalty: 4429.328613
	Iteration 26Q: 3 clusters Score -1029407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1029421.187500 Penalty: 4429.328613
	Iteration 27Q: 3 clusters Score -1029421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1029434.187500 Penalty: 4429.328613
	Iteration 28Q: 3 clusters Score -1029434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1029444.812500 Penalty: 4429.328613
	Iteration 29Q: 3 clusters Score -1029445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1029454.437500 Penalty: 4429.328613
	Iteration 30Q: 3 clusters Score -1029454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1029462.500000 Penalty: 4429.328613
	Iteration 31Q: 3 clusters Score -1029462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1029472.750000 Penalty: 4429.328613
	Iteration 32Q: 3 clusters Score -1029473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1029477.000000 Penalty: 4429.328613
	Iteration 33Q: 3 clusters Score -1029477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1029482.250000 Penalty: 4429.328613
	Iteration 34Q: 3 clusters Score -1029482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1029492.000000 Penalty: 4429.328613
	Iteration 35Q: 3 clusters Score -1029492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1029501.000000 Penalty: 4429.328613
	Iteration 36Q: 3 clusters Score -1029501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1029506.437500 Penalty: 4429.328613
	Iteration 37Q: 3 clusters Score -1029506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1029519.562500 Penalty: 4429.328613
	Iteration 38Q: 3 clusters Score -1029520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1029531.875000 Penalty: 4429.328613
	Iteration 39Q: 3 clusters Score -1029532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1029550.187500 Penalty: 4429.328613
	Iteration 40F: 3 clusters Score -1029550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1029563.625000 Penalty: 4429.328613
	Iteration 41Q: 3 clusters Score -1029564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1029569.062500 Penalty: 4429.328613
	Iteration 42Q: 3 clusters Score -1029569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1029581.500000 Penalty: 4429.328613
	Iteration 43Q: 3 clusters Score -1029582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1029588.562500 Penalty: 4429.328613
	Iteration 44Q: 3 clusters Score -1029589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1029598.187500 Penalty: 4429.328613
	Iteration 45Q: 3 clusters Score -1029598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1029604.812500 Penalty: 4429.328613
	Iteration 46Q: 3 clusters Score -1029605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1029606.375000 Penalty: 4429.328613
	Iteration 47Q: 3 clusters Score -1029606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1029610.562500 Penalty: 4429.328613
	Iteration 48Q: 3 clusters Score -1029611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1029612.562500 Penalty: 4429.328613
	Iteration 49Q: 3 clusters Score -1029613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1029617.125000 Penalty: 4429.328613
	Iteration 50Q: 3 clusters Score -1029617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1029619.250000 Penalty: 4429.328613
	Iteration 51Q: 3 clusters Score -1029619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1029624.312500 Penalty: 4429.328613
	Iteration 52Q: 3 clusters Score -1029624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1029625.937500 Penalty: 4429.328613
	Iteration 53Q: 3 clusters Score -1029626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1029625.312500 Penalty: 4429.328613
	Iteration 54Q: 3 clusters Score -1029625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1029626.062500 Penalty: 4429.328613
	Iteration 55Q: 3 clusters Score -1029626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1029625.937500 Penalty: 4429.328613
	Iteration 56Q: 3 clusters Score -1029626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1029628.000000 Penalty: 4429.328613
	Iteration 57Q: 3 clusters Score -1029628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1029628.875000 Penalty: 4429.328613
	Iteration 58Q: 3 clusters Score -1029629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1029629.687500 Penalty: 4429.328613
	Iteration 59Q: 3 clusters Score -1029630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1029629.437500 Penalty: 4429.328613
	Iteration 60F: 3 clusters Score -1029629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1029630.000000 Penalty: 4429.328613
	Iteration 61Q: 3 clusters Score -1029630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1029629.687500 Penalty: 4429.328613
	Iteration 62Q: 3 clusters Score -1029630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1029632.437500 Penalty: 4429.328613
	Iteration 63Q: 3 clusters Score -1029632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1029633.125000 Penalty: 4429.328613
	Iteration 64Q: 3 clusters Score -1029633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1029634.750000 Penalty: 4429.328613
	Iteration 65Q: 3 clusters Score -1029635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1029634.562500 Penalty: 4429.328613
	Iteration 66Q: 3 clusters Score -1029635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1029634.562500 Penalty: 4429.328613
	Iteration 67F: 3 clusters Score -1029635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (204461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204461 members 
Entering Unmasked Estep 
Score: -28004254.000000 Penalty: 3032.576904
	Iteration 0F: 2 clusters Score -2.800425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -27876958.000000 Penalty: 6065.153809
	Iteration 0F: 3 clusters Score -2.787696e+07 nChanged 98399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -27935560.000000 Penalty: 6065.153809
	Iteration 1F: 3 clusters Score -2.793556e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -27938002.000000 Penalty: 6065.153809
	Iteration 2Q: 3 clusters Score -2.7938e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -27943088.000000 Penalty: 6065.153809
	Iteration 3F: 3 clusters Score -2.794309e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142619 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -27952062.000000 Penalty: 6065.153809
	Iteration 4F: 3 clusters Score -2.795206e+07 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160758 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -27966166.000000 Penalty: 6065.153809
	Iteration 5F: 3 clusters Score -2.796617e+07 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179943 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -27981788.000000 Penalty: 6065.153809
	Iteration 6F: 3 clusters Score -2.798179e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194360 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -27993232.000000 Penalty: 6065.153809
	Iteration 7F: 3 clusters Score -2.799323e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201478 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -27998910.000000 Penalty: 6065.153809
	Iteration 8Q: 3 clusters Score -2.799891e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203612 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -28000696.000000 Penalty: 6065.153809
	Iteration 9Q: 3 clusters Score -2.80007e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204100 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28001224.000000 Penalty: 6065.153809
	Iteration 10Q: 3 clusters Score -2.800122e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204211 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28001428.000000 Penalty: 6065.153809
	Iteration 11Q: 3 clusters Score -2.800143e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204239 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28001466.000000 Penalty: 6065.153809
	Iteration 12Q: 3 clusters Score -2.800147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28001510.000000 Penalty: 6065.153809
	Iteration 13Q: 3 clusters Score -2.800151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28001536.000000 Penalty: 6065.153809
	Iteration 14Q: 3 clusters Score -2.800154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28001548.000000 Penalty: 6065.153809
	Iteration 15Q: 3 clusters Score -2.800155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28001552.000000 Penalty: 6065.153809
	Iteration 16Q: 3 clusters Score -2.800155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28001548.000000 Penalty: 6065.153809
	Iteration 17Q: 3 clusters Score -2.800155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28001548.000000 Penalty: 6065.153809
	Iteration 18F: 3 clusters Score -2.800155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -157880.984375 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -157881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155870.593750 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -155870.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -156258.718750 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -156258.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -156382.328125 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -156382.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156446.796875 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -156446.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156500.281250 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -156500.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156548.218750 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -156548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156583.515625 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -156583.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156606.265625 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -156606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -156617.343750 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -156617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -156625.484375 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -156625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -156630.812500 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -156630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -156633.406250 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -156633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -156638.671875 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -156638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -156640.984375 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -156641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -156644.312500 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -156644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -156647.281250 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -156647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -156648.640625 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -156648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -156651.265625 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -156651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -156654.156250 Penalty: 3499.007080
	Iteration 18Q: 3 clusters Score -156654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -156657.343750 Penalty: 3499.007080
	Iteration 19Q: 3 clusters Score -156657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -156658.796875 Penalty: 3499.007080
	Iteration 20F: 3 clusters Score -156658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -156659.765625 Penalty: 3499.007080
	Iteration 21Q: 3 clusters Score -156659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -156659.765625 Penalty: 3499.007080
	Iteration 22F: 3 clusters Score -156659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Entering Unmasked Estep 
Score: -12642050.000000 Penalty: 2835.715576
	Iteration 0F: 2 clusters Score -1.264205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -12580070.000000 Penalty: 5671.431152
	Iteration 0F: 3 clusters Score -1.258007e+07 nChanged 43600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -12605180.000000 Penalty: 5671.431152
	Iteration 1F: 3 clusters Score -1.260518e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -12605803.000000 Penalty: 5671.431152
	Iteration 2Q: 3 clusters Score -1.26058e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -12606618.000000 Penalty: 5671.431152
	Iteration 3Q: 3 clusters Score -1.260662e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -12607455.000000 Penalty: 5671.431152
	Iteration 4Q: 3 clusters Score -1.260746e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -12608460.000000 Penalty: 5671.431152
	Iteration 5Q: 3 clusters Score -1.260846e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -12609694.000000 Penalty: 5671.431152
	Iteration 6Q: 3 clusters Score -1.260969e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -12611324.000000 Penalty: 5671.431152
	Iteration 7Q: 3 clusters Score -1.261132e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -12613158.000000 Penalty: 5671.431152
	Iteration 8Q: 3 clusters Score -1.261316e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -12615045.000000 Penalty: 5671.431152
	Iteration 9Q: 3 clusters Score -1.261504e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -12617021.000000 Penalty: 5671.431152
	Iteration 10Q: 3 clusters Score -1.261702e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -12619370.000000 Penalty: 5671.431152
	Iteration 11F: 3 clusters Score -1.261937e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -12622044.000000 Penalty: 5671.431152
	Iteration 12F: 3 clusters Score -1.262204e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -12625175.000000 Penalty: 5671.431152
	Iteration 13F: 3 clusters Score -1.262518e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -12628360.000000 Penalty: 5671.431152
	Iteration 14Q: 3 clusters Score -1.262836e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -12631649.000000 Penalty: 5671.431152
	Iteration 15Q: 3 clusters Score -1.263165e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -12634347.000000 Penalty: 5671.431152
	Iteration 16Q: 3 clusters Score -1.263435e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -12636173.000000 Penalty: 5671.431152
	Iteration 17Q: 3 clusters Score -1.263617e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -12637477.000000 Penalty: 5671.431152
	Iteration 18Q: 3 clusters Score -1.263748e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -12638217.000000 Penalty: 5671.431152
	Iteration 19Q: 3 clusters Score -1.263822e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12638696.000000 Penalty: 5671.431152
	Iteration 20F: 3 clusters Score -1.26387e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12639016.000000 Penalty: 5671.431152
	Iteration 21Q: 3 clusters Score -1.263902e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12639239.000000 Penalty: 5671.431152
	Iteration 22Q: 3 clusters Score -1.263924e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -12639432.000000 Penalty: 5671.431152
	Iteration 23Q: 3 clusters Score -1.263943e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12639519.000000 Penalty: 5671.431152
	Iteration 24Q: 3 clusters Score -1.263952e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12639588.000000 Penalty: 5671.431152
	Iteration 25Q: 3 clusters Score -1.263959e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12639665.000000 Penalty: 5671.431152
	Iteration 26Q: 3 clusters Score -1.263966e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12639728.000000 Penalty: 5671.431152
	Iteration 27Q: 3 clusters Score -1.263973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12639761.000000 Penalty: 5671.431152
	Iteration 28Q: 3 clusters Score -1.263976e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12639782.000000 Penalty: 5671.431152
	Iteration 29Q: 3 clusters Score -1.263978e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12639804.000000 Penalty: 5671.431152
	Iteration 30Q: 3 clusters Score -1.26398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12639829.000000 Penalty: 5671.431152
	Iteration 31Q: 3 clusters Score -1.263983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12639847.000000 Penalty: 5671.431152
	Iteration 32Q: 3 clusters Score -1.263985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12639842.000000 Penalty: 5671.431152
	Iteration 33Q: 3 clusters Score -1.263984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12639859.000000 Penalty: 5671.431152
	Iteration 34Q: 3 clusters Score -1.263986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12639862.000000 Penalty: 5671.431152
	Iteration 35Q: 3 clusters Score -1.263986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12639866.000000 Penalty: 5671.431152
	Iteration 36Q: 3 clusters Score -1.263987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12639859.000000 Penalty: 5671.431152
	Iteration 37Q: 3 clusters Score -1.263986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12639875.000000 Penalty: 5671.431152
	Iteration 38Q: 3 clusters Score -1.263988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12639880.000000 Penalty: 5671.431152
	Iteration 39Q: 3 clusters Score -1.263988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12639888.000000 Penalty: 5671.431152
	Iteration 40F: 3 clusters Score -1.263989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12639893.000000 Penalty: 5671.431152
	Iteration 41Q: 3 clusters Score -1.263989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12639888.000000 Penalty: 5671.431152
	Iteration 42Q: 3 clusters Score -1.263989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12639884.000000 Penalty: 5671.431152
	Iteration 43Q: 3 clusters Score -1.263988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12639898.000000 Penalty: 5671.431152
	Iteration 44Q: 3 clusters Score -1.26399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12639893.000000 Penalty: 5671.431152
	Iteration 45Q: 3 clusters Score -1.263989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12639894.000000 Penalty: 5671.431152
	Iteration 46Q: 3 clusters Score -1.263989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12639904.000000 Penalty: 5671.431152
	Iteration 47Q: 3 clusters Score -1.26399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12639899.000000 Penalty: 5671.431152
	Iteration 48Q: 3 clusters Score -1.26399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12639897.000000 Penalty: 5671.431152
	Iteration 49Q: 3 clusters Score -1.26399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12639897.000000 Penalty: 5671.431152
	Iteration 50F: 3 clusters Score -1.26399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Entering Unmasked Estep 
Score: -9894243.000000 Penalty: 2780.430908
	Iteration 0F: 2 clusters Score -9894243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -9844703.000000 Penalty: 5560.861816
	Iteration 0F: 3 clusters Score -9844703 nChanged 34884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9864482.000000 Penalty: 5560.861816
	Iteration 1F: 3 clusters Score -9864482 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -9865453.000000 Penalty: 5560.861816
	Iteration 2Q: 3 clusters Score -9865453 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -9866766.000000 Penalty: 5560.861816
	Iteration 3Q: 3 clusters Score -9866766 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -9868692.000000 Penalty: 5560.861816
	Iteration 4F: 3 clusters Score -9868692 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -9871011.000000 Penalty: 5560.861816
	Iteration 5F: 3 clusters Score -9871011 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -9873911.000000 Penalty: 5560.861816
	Iteration 6F: 3 clusters Score -9873911 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -9876634.000000 Penalty: 5560.861816
	Iteration 7F: 3 clusters Score -9876634 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -9879069.000000 Penalty: 5560.861816
	Iteration 8F: 3 clusters Score -9879069 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -9881507.000000 Penalty: 5560.861816
	Iteration 9Q: 3 clusters Score -9881507 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -9883985.000000 Penalty: 5560.861816
	Iteration 10Q: 3 clusters Score -9883985 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -9886149.000000 Penalty: 5560.861816
	Iteration 11Q: 3 clusters Score -9886149 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -9887915.000000 Penalty: 5560.861816
	Iteration 12Q: 3 clusters Score -9887915 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -9888973.000000 Penalty: 5560.861816
	Iteration 13Q: 3 clusters Score -9888973 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -9889616.000000 Penalty: 5560.861816
	Iteration 14Q: 3 clusters Score -9889616 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -9890105.000000 Penalty: 5560.861816
	Iteration 15Q: 3 clusters Score -9890105 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -9890485.000000 Penalty: 5560.861816
	Iteration 16Q: 3 clusters Score -9890485 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -9890799.000000 Penalty: 5560.861816
	Iteration 17Q: 3 clusters Score -9890799 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -9891089.000000 Penalty: 5560.861816
	Iteration 18Q: 3 clusters Score -9891089 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -9891316.000000 Penalty: 5560.861816
	Iteration 19Q: 3 clusters Score -9891316 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -9891468.000000 Penalty: 5560.861816
	Iteration 20F: 3 clusters Score -9891468 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -9891644.000000 Penalty: 5560.861816
	Iteration 21Q: 3 clusters Score -9891644 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -9891786.000000 Penalty: 5560.861816
	Iteration 22Q: 3 clusters Score -9891786 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -9891880.000000 Penalty: 5560.861816
	Iteration 23Q: 3 clusters Score -9891880 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -9891957.000000 Penalty: 5560.861816
	Iteration 24Q: 3 clusters Score -9891957 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -9892008.000000 Penalty: 5560.861816
	Iteration 25Q: 3 clusters Score -9892008 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -9892070.000000 Penalty: 5560.861816
	Iteration 26Q: 3 clusters Score -9892070 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -9892118.000000 Penalty: 5560.861816
	Iteration 27Q: 3 clusters Score -9892118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -9892174.000000 Penalty: 5560.861816
	Iteration 28Q: 3 clusters Score -9892174 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -9892232.000000 Penalty: 5560.861816
	Iteration 29Q: 3 clusters Score -9892232 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -9892254.000000 Penalty: 5560.861816
	Iteration 30Q: 3 clusters Score -9892254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -9892285.000000 Penalty: 5560.861816
	Iteration 31Q: 3 clusters Score -9892285 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9892321.000000 Penalty: 5560.861816
	Iteration 32Q: 3 clusters Score -9892321 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -9892359.000000 Penalty: 5560.861816
	Iteration 33Q: 3 clusters Score -9892359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -9892364.000000 Penalty: 5560.861816
	Iteration 34Q: 3 clusters Score -9892364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -9892378.000000 Penalty: 5560.861816
	Iteration 35Q: 3 clusters Score -9892378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -9892408.000000 Penalty: 5560.861816
	Iteration 36Q: 3 clusters Score -9892408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9892440.000000 Penalty: 5560.861816
	Iteration 37Q: 3 clusters Score -9892440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9892454.000000 Penalty: 5560.861816
	Iteration 38Q: 3 clusters Score -9892454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -9892478.000000 Penalty: 5560.861816
	Iteration 39Q: 3 clusters Score -9892478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -9892489.000000 Penalty: 5560.861816
	Iteration 40F: 3 clusters Score -9892489 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9892469.000000 Penalty: 5560.861816
	Iteration 41Q: 3 clusters Score -9892469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -9892484.000000 Penalty: 5560.861816
	Iteration 42Q: 3 clusters Score -9892484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -9892504.000000 Penalty: 5560.861816
	Iteration 43Q: 3 clusters Score -9892504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -9892492.000000 Penalty: 5560.861816
	Iteration 44Q: 3 clusters Score -9892492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9892508.000000 Penalty: 5560.861816
	Iteration 45Q: 3 clusters Score -9892508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -9892520.000000 Penalty: 5560.861816
	Iteration 46Q: 3 clusters Score -9892520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9892526.000000 Penalty: 5560.861816
	Iteration 47Q: 3 clusters Score -9892526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9892530.000000 Penalty: 5560.861816
	Iteration 48Q: 3 clusters Score -9892530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -9892533.000000 Penalty: 5560.861816
	Iteration 49Q: 3 clusters Score -9892533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9892526.000000 Penalty: 5560.861816
	Iteration 50Q: 3 clusters Score -9892526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -9892531.000000 Penalty: 5560.861816
	Iteration 51Q: 3 clusters Score -9892531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -9892528.000000 Penalty: 5560.861816
	Iteration 52Q: 3 clusters Score -9892528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9892542.000000 Penalty: 5560.861816
	Iteration 53Q: 3 clusters Score -9892542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9892538.000000 Penalty: 5560.861816
	Iteration 54Q: 3 clusters Score -9892538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9892537.000000 Penalty: 5560.861816
	Iteration 55Q: 3 clusters Score -9892537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -9892540.000000 Penalty: 5560.861816
	Iteration 56Q: 3 clusters Score -9892540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -9892543.000000 Penalty: 5560.861816
	Iteration 57Q: 3 clusters Score -9892543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -9892536.000000 Penalty: 5560.861816
	Iteration 58Q: 3 clusters Score -9892536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -9892540.000000 Penalty: 5560.861816
	Iteration 59Q: 3 clusters Score -9892540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -9892548.000000 Penalty: 5560.861816
	Iteration 60F: 3 clusters Score -9892548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -9892545.000000 Penalty: 5560.861816
	Iteration 61Q: 3 clusters Score -9892545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -9892567.000000 Penalty: 5560.861816
	Iteration 62Q: 3 clusters Score -9892567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9892578.000000 Penalty: 5560.861816
	Iteration 63Q: 3 clusters Score -9892578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9892577.000000 Penalty: 5560.861816
	Iteration 64Q: 3 clusters Score -9892577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -9892579.000000 Penalty: 5560.861816
	Iteration 65Q: 3 clusters Score -9892579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9892580.000000 Penalty: 5560.861816
	Iteration 66Q: 3 clusters Score -9892580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -9892564.000000 Penalty: 5560.861816
	Iteration 67Q: 3 clusters Score -9892564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -9892573.000000 Penalty: 5560.861816
	Iteration 68Q: 3 clusters Score -9892573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -9892571.000000 Penalty: 5560.861816
	Iteration 69Q: 3 clusters Score -9892571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -9892578.000000 Penalty: 5560.861816
	Iteration 70Q: 3 clusters Score -9892578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9892577.000000 Penalty: 5560.861816
	Iteration 71Q: 3 clusters Score -9892577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -9892591.000000 Penalty: 5560.861816
	Iteration 72Q: 3 clusters Score -9892591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -9892581.000000 Penalty: 5560.861816
	Iteration 73Q: 3 clusters Score -9892581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -9892573.000000 Penalty: 5560.861816
	Iteration 74Q: 3 clusters Score -9892573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -9892576.000000 Penalty: 5560.861816
	Iteration 75Q: 3 clusters Score -9892576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -9892591.000000 Penalty: 5560.861816
	Iteration 76Q: 3 clusters Score -9892591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9892604.000000 Penalty: 5560.861816
	Iteration 77Q: 3 clusters Score -9892604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -9892616.000000 Penalty: 5560.861816
	Iteration 78Q: 3 clusters Score -9892616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -9892617.000000 Penalty: 5560.861816
	Iteration 79Q: 3 clusters Score -9892617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9892630.000000 Penalty: 5560.861816
	Iteration 80F: 3 clusters Score -9892630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9892623.000000 Penalty: 5560.861816
	Iteration 81Q: 3 clusters Score -9892623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -9892619.000000 Penalty: 5560.861816
	Iteration 82Q: 3 clusters Score -9892619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9892624.000000 Penalty: 5560.861816
	Iteration 83Q: 3 clusters Score -9892624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9892641.000000 Penalty: 5560.861816
	Iteration 84Q: 3 clusters Score -9892641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9892631.000000 Penalty: 5560.861816
	Iteration 85Q: 3 clusters Score -9892631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -9892638.000000 Penalty: 5560.861816
	Iteration 86Q: 3 clusters Score -9892638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -9892642.000000 Penalty: 5560.861816
	Iteration 87Q: 3 clusters Score -9892642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9892639.000000 Penalty: 5560.861816
	Iteration 88Q: 3 clusters Score -9892639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9892635.000000 Penalty: 5560.861816
	Iteration 89Q: 3 clusters Score -9892635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -9892630.000000 Penalty: 5560.861816
	Iteration 90Q: 3 clusters Score -9892630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9892619.000000 Penalty: 5560.861816
	Iteration 91Q: 3 clusters Score -9892619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -9892629.000000 Penalty: 5560.861816
	Iteration 92Q: 3 clusters Score -9892629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -9892640.000000 Penalty: 5560.861816
	Iteration 93Q: 3 clusters Score -9892640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -9892637.000000 Penalty: 5560.861816
	Iteration 94Q: 3 clusters Score -9892637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9892638.000000 Penalty: 5560.861816
	Iteration 95Q: 3 clusters Score -9892638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9892639.000000 Penalty: 5560.861816
	Iteration 96Q: 3 clusters Score -9892639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9892638.000000 Penalty: 5560.861816
	Iteration 97Q: 3 clusters Score -9892638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -9892647.000000 Penalty: 5560.861816
	Iteration 98Q: 3 clusters Score -9892647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -9892647.000000 Penalty: 5560.861816
	Iteration 99Q: 3 clusters Score -9892647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9892638.000000 Penalty: 5560.861816
	Iteration 100F: 3 clusters Score -9892638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9892647.000000 Penalty: 5560.861816
	Iteration 101Q: 3 clusters Score -9892647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9892647.000000 Penalty: 5560.861816
	Iteration 102Q: 3 clusters Score -9892647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9892648.000000 Penalty: 5560.861816
	Iteration 103Q: 3 clusters Score -9892648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9892657.000000 Penalty: 5560.861816
	Iteration 104Q: 3 clusters Score -9892657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9892655.000000 Penalty: 5560.861816
	Iteration 105Q: 3 clusters Score -9892655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9892662.000000 Penalty: 5560.861816
	Iteration 106Q: 3 clusters Score -9892662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9892658.000000 Penalty: 5560.861816
	Iteration 107Q: 3 clusters Score -9892658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -9892664.000000 Penalty: 5560.861816
	Iteration 108Q: 3 clusters Score -9892664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -9892653.000000 Penalty: 5560.861816
	Iteration 109Q: 3 clusters Score -9892653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9892652.000000 Penalty: 5560.861816
	Iteration 110Q: 3 clusters Score -9892652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -9892652.000000 Penalty: 5560.861816
	Iteration 111Q: 3 clusters Score -9892652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -9892655.000000 Penalty: 5560.861816
	Iteration 112Q: 3 clusters Score -9892655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9892653.000000 Penalty: 5560.861816
	Iteration 113Q: 3 clusters Score -9892653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9892658.000000 Penalty: 5560.861816
	Iteration 114Q: 3 clusters Score -9892658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -9892660.000000 Penalty: 5560.861816
	Iteration 115Q: 3 clusters Score -9892660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -9892658.000000 Penalty: 5560.861816
	Iteration 116Q: 3 clusters Score -9892658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9892657.000000 Penalty: 5560.861816
	Iteration 117Q: 3 clusters Score -9892657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -9892658.000000 Penalty: 5560.861816
	Iteration 118Q: 3 clusters Score -9892658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9892663.000000 Penalty: 5560.861816
	Iteration 119Q: 3 clusters Score -9892663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9892670.000000 Penalty: 5560.861816
	Iteration 120F: 3 clusters Score -9892670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9892673.000000 Penalty: 5560.861816
	Iteration 121Q: 3 clusters Score -9892673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9892674.000000 Penalty: 5560.861816
	Iteration 122Q: 3 clusters Score -9892674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9892668.000000 Penalty: 5560.861816
	Iteration 123Q: 3 clusters Score -9892668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9892667.000000 Penalty: 5560.861816
	Iteration 124Q: 3 clusters Score -9892667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -9892675.000000 Penalty: 5560.861816
	Iteration 125Q: 3 clusters Score -9892675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9892677.000000 Penalty: 5560.861816
	Iteration 126Q: 3 clusters Score -9892677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9892677.000000 Penalty: 5560.861816
	Iteration 127F: 3 clusters Score -9892677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Entering Unmasked Estep 
Score: -4535169.000000 Penalty: 2585.330322
	Iteration 0F: 2 clusters Score -4535169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4512240.500000 Penalty: 5170.660645
	Iteration 0F: 3 clusters Score -4512240 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4520446.000000 Penalty: 5170.660645
	Iteration 1F: 3 clusters Score -4520446 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4520884.500000 Penalty: 5170.660645
	Iteration 2Q: 3 clusters Score -4520884 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4521400.500000 Penalty: 5170.660645
	Iteration 3Q: 3 clusters Score -4521400 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4522141.000000 Penalty: 5170.660645
	Iteration 4Q: 3 clusters Score -4522141 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4523226.500000 Penalty: 5170.660645
	Iteration 5F: 3 clusters Score -4523226 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -4524724.500000 Penalty: 5170.660645
	Iteration 6F: 3 clusters Score -4524724 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -4526511.000000 Penalty: 5170.660645
	Iteration 7F: 3 clusters Score -4526511 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4528292.000000 Penalty: 5170.660645
	Iteration 8F: 3 clusters Score -4528292 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4529843.000000 Penalty: 5170.660645
	Iteration 9F: 3 clusters Score -4529843 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4531306.000000 Penalty: 5170.660645
	Iteration 10Q: 3 clusters Score -4531306 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4532846.500000 Penalty: 5170.660645
	Iteration 11Q: 3 clusters Score -4532846 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4533233.000000 Penalty: 5170.660645
	Iteration 12Q: 3 clusters Score -4533233 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4533385.500000 Penalty: 5170.660645
	Iteration 13Q: 3 clusters Score -4533386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4533436.000000 Penalty: 5170.660645
	Iteration 14Q: 3 clusters Score -4533436 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4533483.000000 Penalty: 5170.660645
	Iteration 15Q: 3 clusters Score -4533483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4533494.000000 Penalty: 5170.660645
	Iteration 16Q: 3 clusters Score -4533494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4533496.500000 Penalty: 5170.660645
	Iteration 17Q: 3 clusters Score -4533496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4533509.000000 Penalty: 5170.660645
	Iteration 18Q: 3 clusters Score -4533509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4533522.500000 Penalty: 5170.660645
	Iteration 19Q: 3 clusters Score -4533522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4533528.000000 Penalty: 5170.660645
	Iteration 20F: 3 clusters Score -4533528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4533535.000000 Penalty: 5170.660645
	Iteration 21Q: 3 clusters Score -4533535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4533541.000000 Penalty: 5170.660645
	Iteration 22Q: 3 clusters Score -4533541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4533542.000000 Penalty: 5170.660645
	Iteration 23Q: 3 clusters Score -4533542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4533548.000000 Penalty: 5170.660645
	Iteration 24Q: 3 clusters Score -4533548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4533549.000000 Penalty: 5170.660645
	Iteration 25Q: 3 clusters Score -4533549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4533547.000000 Penalty: 5170.660645
	Iteration 26Q: 3 clusters Score -4533547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4533554.000000 Penalty: 5170.660645
	Iteration 27Q: 3 clusters Score -4533554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4533551.500000 Penalty: 5170.660645
	Iteration 28Q: 3 clusters Score -4533552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4533552.500000 Penalty: 5170.660645
	Iteration 29Q: 3 clusters Score -4533552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4533550.500000 Penalty: 5170.660645
	Iteration 30Q: 3 clusters Score -4533550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4533555.000000 Penalty: 5170.660645
	Iteration 31Q: 3 clusters Score -4533555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4533556.000000 Penalty: 5170.660645
	Iteration 32Q: 3 clusters Score -4533556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4533556.000000 Penalty: 5170.660645
	Iteration 33Q: 3 clusters Score -4533556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4533556.000000 Penalty: 5170.660645
	Iteration 34F: 3 clusters Score -4533556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Entering Unmasked Estep 
Score: -2244643.250000 Penalty: 2426.899658
	Iteration 0F: 2 clusters Score -2244643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2231991.750000 Penalty: 4853.799316
	Iteration 0F: 3 clusters Score -2231992 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2236373.500000 Penalty: 4853.799316
	Iteration 1F: 3 clusters Score -2236374 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2237214.000000 Penalty: 4853.799316
	Iteration 2F: 3 clusters Score -2237214 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2238160.750000 Penalty: 4853.799316
	Iteration 3F: 3 clusters Score -2238161 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2239146.250000 Penalty: 4853.799316
	Iteration 4F: 3 clusters Score -2239146 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2239882.500000 Penalty: 4853.799316
	Iteration 5F: 3 clusters Score -2239882 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2240442.500000 Penalty: 4853.799316
	Iteration 6F: 3 clusters Score -2240442 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2240938.000000 Penalty: 4853.799316
	Iteration 7Q: 3 clusters Score -2240938 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2241367.250000 Penalty: 4853.799316
	Iteration 8Q: 3 clusters Score -2241367 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2241693.000000 Penalty: 4853.799316
	Iteration 9Q: 3 clusters Score -2241693 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2241924.500000 Penalty: 4853.799316
	Iteration 10Q: 3 clusters Score -2241924 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2242077.250000 Penalty: 4853.799316
	Iteration 11Q: 3 clusters Score -2242077 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2242189.750000 Penalty: 4853.799316
	Iteration 12Q: 3 clusters Score -2242190 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2242274.500000 Penalty: 4853.799316
	Iteration 13Q: 3 clusters Score -2242274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2242363.000000 Penalty: 4853.799316
	Iteration 14Q: 3 clusters Score -2242363 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2242429.500000 Penalty: 4853.799316
	Iteration 15Q: 3 clusters Score -2242430 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2242518.250000 Penalty: 4853.799316
	Iteration 16Q: 3 clusters Score -2242518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2242595.250000 Penalty: 4853.799316
	Iteration 17Q: 3 clusters Score -2242595 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2242667.250000 Penalty: 4853.799316
	Iteration 18Q: 3 clusters Score -2242667 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2242698.500000 Penalty: 4853.799316
	Iteration 19Q: 3 clusters Score -2242698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2242747.750000 Penalty: 4853.799316
	Iteration 20F: 3 clusters Score -2242748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2242782.250000 Penalty: 4853.799316
	Iteration 21Q: 3 clusters Score -2242782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2242808.250000 Penalty: 4853.799316
	Iteration 22Q: 3 clusters Score -2242808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2242815.250000 Penalty: 4853.799316
	Iteration 23Q: 3 clusters Score -2242815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2242837.500000 Penalty: 4853.799316
	Iteration 24Q: 3 clusters Score -2242838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2242856.250000 Penalty: 4853.799316
	Iteration 25Q: 3 clusters Score -2242856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2242863.750000 Penalty: 4853.799316
	Iteration 26Q: 3 clusters Score -2242864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2242873.000000 Penalty: 4853.799316
	Iteration 27Q: 3 clusters Score -2242873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2242897.000000 Penalty: 4853.799316
	Iteration 28Q: 3 clusters Score -2242897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2242907.000000 Penalty: 4853.799316
	Iteration 29Q: 3 clusters Score -2242907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2242914.000000 Penalty: 4853.799316
	Iteration 30Q: 3 clusters Score -2242914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2242922.000000 Penalty: 4853.799316
	Iteration 31Q: 3 clusters Score -2242922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2242927.250000 Penalty: 4853.799316
	Iteration 32Q: 3 clusters Score -2242927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2242929.750000 Penalty: 4853.799316
	Iteration 33Q: 3 clusters Score -2242930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2242931.250000 Penalty: 4853.799316
	Iteration 34Q: 3 clusters Score -2242931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2242942.000000 Penalty: 4853.799316
	Iteration 35Q: 3 clusters Score -2242942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2242945.500000 Penalty: 4853.799316
	Iteration 36Q: 3 clusters Score -2242946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2242949.000000 Penalty: 4853.799316
	Iteration 37Q: 3 clusters Score -2242949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2242952.250000 Penalty: 4853.799316
	Iteration 38Q: 3 clusters Score -2242952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2242944.250000 Penalty: 4853.799316
	Iteration 39Q: 3 clusters Score -2242944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2242943.750000 Penalty: 4853.799316
	Iteration 40F: 3 clusters Score -2242944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2242942.500000 Penalty: 4853.799316
	Iteration 41Q: 3 clusters Score -2242942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2242944.000000 Penalty: 4853.799316
	Iteration 42Q: 3 clusters Score -2242944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2242943.500000 Penalty: 4853.799316
	Iteration 43Q: 3 clusters Score -2242944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2242944.500000 Penalty: 4853.799316
	Iteration 44Q: 3 clusters Score -2242944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2242947.000000 Penalty: 4853.799316
	Iteration 45Q: 3 clusters Score -2242947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2242948.000000 Penalty: 4853.799316
	Iteration 46Q: 3 clusters Score -2242948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2242947.750000 Penalty: 4853.799316
	Iteration 47Q: 3 clusters Score -2242948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2242950.250000 Penalty: 4853.799316
	Iteration 48Q: 3 clusters Score -2242950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2242950.000000 Penalty: 4853.799316
	Iteration 49Q: 3 clusters Score -2242950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2242952.250000 Penalty: 4853.799316
	Iteration 50Q: 3 clusters Score -2242952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2242950.750000 Penalty: 4853.799316
	Iteration 51Q: 3 clusters Score -2242951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2242951.500000 Penalty: 4853.799316
	Iteration 52Q: 3 clusters Score -2242952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2242948.250000 Penalty: 4853.799316
	Iteration 53Q: 3 clusters Score -2242948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2242949.750000 Penalty: 4853.799316
	Iteration 54Q: 3 clusters Score -2242950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2242949.750000 Penalty: 4853.799316
	Iteration 55F: 3 clusters Score -2242950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -345871.531250 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -345871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342953.125000 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -342953.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -343502.437500 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -343502.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -343631.718750 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -343631.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -343703.281250 Penalty: 3884.678955
	Iteration 3Q: 3 clusters Score -343703.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -343754.500000 Penalty: 3884.678955
	Iteration 4Q: 3 clusters Score -343754.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -343807.031250 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -343807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343832.437500 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -343832.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -343847.875000 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -343847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -343859.437500 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -343859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -343866.093750 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -343866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -343872.875000 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -343872.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -343878.781250 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -343878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -343882.406250 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -343882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -343883.625000 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -343883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343885.500000 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -343885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -343885.968750 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -343886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -343885.968750 Penalty: 3884.678955
	Iteration 16F: 3 clusters Score -343886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Entering Unmasked Estep 
Score: -2397686.500000 Penalty: 2423.119141
	Iteration 0F: 2 clusters Score -2397686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2385254.500000 Penalty: 4846.238281
	Iteration 0F: 3 clusters Score -2385254 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2389274.500000 Penalty: 4846.238281
	Iteration 1F: 3 clusters Score -2389274 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2389842.750000 Penalty: 4846.238281
	Iteration 2F: 3 clusters Score -2389843 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2390464.250000 Penalty: 4846.238281
	Iteration 3F: 3 clusters Score -2390464 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2391256.750000 Penalty: 4846.238281
	Iteration 4F: 3 clusters Score -2391257 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2392143.750000 Penalty: 4846.238281
	Iteration 5F: 3 clusters Score -2392144 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2393063.250000 Penalty: 4846.238281
	Iteration 6F: 3 clusters Score -2393063 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2393903.750000 Penalty: 4846.238281
	Iteration 7F: 3 clusters Score -2393904 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2394598.500000 Penalty: 4846.238281
	Iteration 8F: 3 clusters Score -2394598 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2395190.500000 Penalty: 4846.238281
	Iteration 9F: 3 clusters Score -2395190 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2395710.250000 Penalty: 4846.238281
	Iteration 10Q: 3 clusters Score -2395710 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2396081.250000 Penalty: 4846.238281
	Iteration 11Q: 3 clusters Score -2396081 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2396399.750000 Penalty: 4846.238281
	Iteration 12Q: 3 clusters Score -2396400 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2396700.750000 Penalty: 4846.238281
	Iteration 13Q: 3 clusters Score -2396701 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2397054.000000 Penalty: 4846.238281
	Iteration 14Q: 3 clusters Score -2397054 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2397432.000000 Penalty: 4846.238281
	Iteration 15Q: 3 clusters Score -2397432 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2397694.000000 Penalty: 4846.238281
	Iteration 16Q: 3 clusters Score -2397694 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2397861.750000 Penalty: 4846.238281
	Iteration 17Q: 3 clusters Score -2397862 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2397980.500000 Penalty: 4846.238281
	Iteration 18Q: 3 clusters Score -2397980 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2398033.750000 Penalty: 4846.238281
	Iteration 19Q: 3 clusters Score -2398034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2398085.500000 Penalty: 4846.238281
	Iteration 20F: 3 clusters Score -2398086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2398128.750000 Penalty: 4846.238281
	Iteration 21Q: 3 clusters Score -2398129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2398151.500000 Penalty: 4846.238281
	Iteration 22Q: 3 clusters Score -2398152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2398171.000000 Penalty: 4846.238281
	Iteration 23Q: 3 clusters Score -2398171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2398176.750000 Penalty: 4846.238281
	Iteration 24Q: 3 clusters Score -2398177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2398186.000000 Penalty: 4846.238281
	Iteration 25Q: 3 clusters Score -2398186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2398185.750000 Penalty: 4846.238281
	Iteration 26Q: 3 clusters Score -2398186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2398194.000000 Penalty: 4846.238281
	Iteration 27Q: 3 clusters Score -2398194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2398197.750000 Penalty: 4846.238281
	Iteration 28Q: 3 clusters Score -2398198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2398197.750000 Penalty: 4846.238281
	Iteration 29Q: 3 clusters Score -2398198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2398200.000000 Penalty: 4846.238281
	Iteration 30Q: 3 clusters Score -2398200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2398194.250000 Penalty: 4846.238281
	Iteration 31Q: 3 clusters Score -2398194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2398200.750000 Penalty: 4846.238281
	Iteration 32Q: 3 clusters Score -2398201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2398200.750000 Penalty: 4846.238281
	Iteration 33Q: 3 clusters Score -2398201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2398204.250000 Penalty: 4846.238281
	Iteration 34Q: 3 clusters Score -2398204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2398206.000000 Penalty: 4846.238281
	Iteration 35Q: 3 clusters Score -2398206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2398210.500000 Penalty: 4846.238281
	Iteration 36Q: 3 clusters Score -2398210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2398207.250000 Penalty: 4846.238281
	Iteration 37Q: 3 clusters Score -2398207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2398208.250000 Penalty: 4846.238281
	Iteration 38Q: 3 clusters Score -2398208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2398208.750000 Penalty: 4846.238281
	Iteration 39Q: 3 clusters Score -2398209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2398209.000000 Penalty: 4846.238281
	Iteration 40F: 3 clusters Score -2398209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2398208.750000 Penalty: 4846.238281
	Iteration 41Q: 3 clusters Score -2398209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2398209.500000 Penalty: 4846.238281
	Iteration 42Q: 3 clusters Score -2398210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2398207.500000 Penalty: 4846.238281
	Iteration 43Q: 3 clusters Score -2398208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2398206.750000 Penalty: 4846.238281
	Iteration 44Q: 3 clusters Score -2398207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2398206.750000 Penalty: 4846.238281
	Iteration 45F: 3 clusters Score -2398207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 14091 members 
Entering Unmasked Estep 
Score: -134147256.000000 Penalty: 96006.398438
Splitting cluster 14 changes total score from -134147600.000000 to -134147256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (88420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Entering Unmasked Estep 
Score: -12013840.000000 Penalty: 2824.683594
	Iteration 0F: 2 clusters Score -1.201384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -11954581.000000 Penalty: 5649.367188
	Iteration 0F: 3 clusters Score -1.195458e+07 nChanged 41699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -11978220.000000 Penalty: 5649.367188
	Iteration 1F: 3 clusters Score -1.197822e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -11978662.000000 Penalty: 5649.367188
	Iteration 2Q: 3 clusters Score -1.197866e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -11979190.000000 Penalty: 5649.367188
	Iteration 3Q: 3 clusters Score -1.197919e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -11979598.000000 Penalty: 5649.367188
	Iteration 4Q: 3 clusters Score -1.19796e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -11980098.000000 Penalty: 5649.367188
	Iteration 5Q: 3 clusters Score -1.19801e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -11980685.000000 Penalty: 5649.367188
	Iteration 6Q: 3 clusters Score -1.198068e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -11981366.000000 Penalty: 5649.367188
	Iteration 7Q: 3 clusters Score -1.198137e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -11982304.000000 Penalty: 5649.367188
	Iteration 8Q: 3 clusters Score -1.19823e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -11983759.000000 Penalty: 5649.367188
	Iteration 9Q: 3 clusters Score -1.198376e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -11985993.000000 Penalty: 5649.367188
	Iteration 10Q: 3 clusters Score -1.198599e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -11989299.000000 Penalty: 5649.367188
	Iteration 11F: 3 clusters Score -1.19893e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -11993334.000000 Penalty: 5649.367188
	Iteration 12F: 3 clusters Score -1.199333e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -11997150.000000 Penalty: 5649.367188
	Iteration 13F: 3 clusters Score -1.199715e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -11999706.000000 Penalty: 5649.367188
	Iteration 14Q: 3 clusters Score -1.199971e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -12001414.000000 Penalty: 5649.367188
	Iteration 15Q: 3 clusters Score -1.200141e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -12002711.000000 Penalty: 5649.367188
	Iteration 16Q: 3 clusters Score -1.200271e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -12003822.000000 Penalty: 5649.367188
	Iteration 17Q: 3 clusters Score -1.200382e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -12005069.000000 Penalty: 5649.367188
	Iteration 18Q: 3 clusters Score -1.200507e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -12006210.000000 Penalty: 5649.367188
	Iteration 19Q: 3 clusters Score -1.200621e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -12007270.000000 Penalty: 5649.367188
	Iteration 20F: 3 clusters Score -1.200727e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -12008254.000000 Penalty: 5649.367188
	Iteration 21Q: 3 clusters Score -1.200825e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -12009118.000000 Penalty: 5649.367188
	Iteration 22Q: 3 clusters Score -1.200912e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -12009759.000000 Penalty: 5649.367188
	Iteration 23Q: 3 clusters Score -1.200976e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -12010319.000000 Penalty: 5649.367188
	Iteration 24Q: 3 clusters Score -1.201032e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -12010723.000000 Penalty: 5649.367188
	Iteration 25Q: 3 clusters Score -1.201072e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -12011010.000000 Penalty: 5649.367188
	Iteration 26Q: 3 clusters Score -1.201101e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -12011119.000000 Penalty: 5649.367188
	Iteration 27Q: 3 clusters Score -1.201112e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -12011221.000000 Penalty: 5649.367188
	Iteration 28Q: 3 clusters Score -1.201122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -12011297.000000 Penalty: 5649.367188
	Iteration 29Q: 3 clusters Score -1.20113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -12011323.000000 Penalty: 5649.367188
	Iteration 30Q: 3 clusters Score -1.201132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -12011345.000000 Penalty: 5649.367188
	Iteration 31Q: 3 clusters Score -1.201134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -12011345.000000 Penalty: 5649.367188
	Iteration 32Q: 3 clusters Score -1.201134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -12011349.000000 Penalty: 5649.367188
	Iteration 33Q: 3 clusters Score -1.201135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -12011364.000000 Penalty: 5649.367188
	Iteration 34Q: 3 clusters Score -1.201136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -12011370.000000 Penalty: 5649.367188
	Iteration 35Q: 3 clusters Score -1.201137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -12011396.000000 Penalty: 5649.367188
	Iteration 36Q: 3 clusters Score -1.20114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -12011397.000000 Penalty: 5649.367188
	Iteration 37Q: 3 clusters Score -1.20114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -12011404.000000 Penalty: 5649.367188
	Iteration 38Q: 3 clusters Score -1.20114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -12011405.000000 Penalty: 5649.367188
	Iteration 39Q: 3 clusters Score -1.20114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -12011412.000000 Penalty: 5649.367188
	Iteration 40F: 3 clusters Score -1.201141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -12011414.000000 Penalty: 5649.367188
	Iteration 41Q: 3 clusters Score -1.201141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -12011417.000000 Penalty: 5649.367188
	Iteration 42Q: 3 clusters Score -1.201142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 87942 members 
Entering Unmasked Estep 
Score: -12011415.000000 Penalty: 5649.367188
	Iteration 43Q: 3 clusters Score -1.201142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -12011424.000000 Penalty: 5649.367188
	Iteration 44Q: 3 clusters Score -1.201142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -12011418.000000 Penalty: 5649.367188
	Iteration 45Q: 3 clusters Score -1.201142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -12011424.000000 Penalty: 5649.367188
	Iteration 46Q: 3 clusters Score -1.201142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -12011426.000000 Penalty: 5649.367188
	Iteration 47Q: 3 clusters Score -1.201143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -12011439.000000 Penalty: 5649.367188
	Iteration 48Q: 3 clusters Score -1.201144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -12011436.000000 Penalty: 5649.367188
	Iteration 49Q: 3 clusters Score -1.201144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -12011432.000000 Penalty: 5649.367188
	Iteration 50Q: 3 clusters Score -1.201143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -12011434.000000 Penalty: 5649.367188
	Iteration 51Q: 3 clusters Score -1.201143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -12011435.000000 Penalty: 5649.367188
	Iteration 52Q: 3 clusters Score -1.201144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -12011435.000000 Penalty: 5649.367188
	Iteration 53F: 3 clusters Score -1.201144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -146307.406250 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -146307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144268.812500 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -144268.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144590.750000 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -144590.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144690.390625 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -144690.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144725.062500 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -144725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144739.015625 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -144739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -144747.203125 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -144747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144756.421875 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -144756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144765.187500 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -144765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144769.546875 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -144769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144771.609375 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -144771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144772.656250 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -144772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144774.546875 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -144774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144775.531250 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -144775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144775.906250 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -144775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144775.906250 Penalty: 3465.795166
	Iteration 14F: 3 clusters Score -144775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -835155.062500 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -835155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -829868.375000 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -829868.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -831500.125000 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -831500.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -831951.187500 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -831951.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -832300.562500 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -832300.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -832599.812500 Penalty: 4341.280273
	Iteration 4F: 3 clusters Score -832599.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -832901.312500 Penalty: 4341.280273
	Iteration 5F: 3 clusters Score -832901.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -833193.687500 Penalty: 4341.280273
	Iteration 6F: 3 clusters Score -833193.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -833482.875000 Penalty: 4341.280273
	Iteration 7F: 3 clusters Score -833482.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -833746.875000 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -833746.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -834004.375000 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -834004.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -834286.375000 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -834286.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -834564.625000 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -834564.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -834788.812500 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -834788.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -834874.500000 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -834874.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -834915.375000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -834915.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -834948.125000 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -834948.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -834975.812500 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -834975.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -835000.812500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -835000.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -835013.812500 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -835013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -835024.625000 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -835024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -835032.875000 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -835032.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -835042.687500 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -835042.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -835052.937500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -835052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -835059.187500 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -835059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -835064.500000 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -835064.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -835073.500000 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -835073.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -835084.250000 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -835084.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -835097.812500 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -835097.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -835107.500000 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -835107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -835114.875000 Penalty: 4341.280273
	Iteration 29Q: 3 clusters Score -835114.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -835123.062500 Penalty: 4341.280273
	Iteration 30Q: 3 clusters Score -835123.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -835139.812500 Penalty: 4341.280273
	Iteration 31Q: 3 clusters Score -835139.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -835153.062500 Penalty: 4341.280273
	Iteration 32Q: 3 clusters Score -835153.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -835166.812500 Penalty: 4341.280273
	Iteration 33Q: 3 clusters Score -835166.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -835176.562500 Penalty: 4341.280273
	Iteration 34Q: 3 clusters Score -835176.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -835188.500000 Penalty: 4341.280273
	Iteration 35Q: 3 clusters Score -835188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -835197.437500 Penalty: 4341.280273
	Iteration 36Q: 3 clusters Score -835197.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -835217.062500 Penalty: 4341.280273
	Iteration 37Q: 3 clusters Score -835217.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -835239.125000 Penalty: 4341.280273
	Iteration 38Q: 3 clusters Score -835239.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -835256.562500 Penalty: 4341.280273
	Iteration 39Q: 3 clusters Score -835256.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -835266.312500 Penalty: 4341.280273
	Iteration 40F: 3 clusters Score -835266.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -835273.500000 Penalty: 4341.280273
	Iteration 41Q: 3 clusters Score -835273.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -835281.937500 Penalty: 4341.280273
	Iteration 42Q: 3 clusters Score -835281.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -835292.500000 Penalty: 4341.280273
	Iteration 43Q: 3 clusters Score -835292.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -835303.437500 Penalty: 4341.280273
	Iteration 44Q: 3 clusters Score -835303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -835314.562500 Penalty: 4341.280273
	Iteration 45Q: 3 clusters Score -835314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -835322.000000 Penalty: 4341.280273
	Iteration 46Q: 3 clusters Score -835322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -835326.625000 Penalty: 4341.280273
	Iteration 47Q: 3 clusters Score -835326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -835332.437500 Penalty: 4341.280273
	Iteration 48Q: 3 clusters Score -835332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -835340.187500 Penalty: 4341.280273
	Iteration 49Q: 3 clusters Score -835340.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -835344.437500 Penalty: 4341.280273
	Iteration 50Q: 3 clusters Score -835344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -835350.187500 Penalty: 4341.280273
	Iteration 51Q: 3 clusters Score -835350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -835352.562500 Penalty: 4341.280273
	Iteration 52Q: 3 clusters Score -835352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -835358.250000 Penalty: 4341.280273
	Iteration 53Q: 3 clusters Score -835358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -835360.750000 Penalty: 4341.280273
	Iteration 54Q: 3 clusters Score -835360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -835362.250000 Penalty: 4341.280273
	Iteration 55Q: 3 clusters Score -835362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -835361.125000 Penalty: 4341.280273
	Iteration 56Q: 3 clusters Score -835361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -835361.125000 Penalty: 4341.280273
	Iteration 57F: 3 clusters Score -835361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 2336 members 
Entering Unmasked Estep 
Score: -134146624.000000 Penalty: 96006.398438
Splitting cluster 17 changes total score from -134147600.000000 to -134146624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1596852.750000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1596853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1588137.250000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1588137 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1590831.750000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1590832 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1591214.125000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1591214 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1591510.000000 Penalty: 4645.948242
	Iteration 3F: 3 clusters Score -1591510 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1591745.250000 Penalty: 4645.948242
	Iteration 4Q: 3 clusters Score -1591745 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1591993.000000 Penalty: 4645.948242
	Iteration 5Q: 3 clusters Score -1591993 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1592249.375000 Penalty: 4645.948242
	Iteration 6Q: 3 clusters Score -1592249 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1592549.500000 Penalty: 4645.948242
	Iteration 7Q: 3 clusters Score -1592550 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1592897.750000 Penalty: 4645.948242
	Iteration 8Q: 3 clusters Score -1592898 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1593295.750000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1593296 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1593710.625000 Penalty: 4645.948242
	Iteration 10Q: 3 clusters Score -1593711 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1594102.625000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1594103 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1594396.625000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1594397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1594597.625000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1594598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1594759.625000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1594760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1594854.625000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1594855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1594934.625000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1594935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1594981.750000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1594982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1595020.125000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1595020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1595040.375000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1595040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1595047.500000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1595048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1595046.875000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1595047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1595055.750000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1595056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1595058.875000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1595059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1595064.250000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1595064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1595068.875000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1595069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1595069.875000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1595070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1595067.375000 Penalty: 4645.948242
	Iteration 27Q: 3 clusters Score -1595067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1595067.375000 Penalty: 4645.948242
	Iteration 28F: 3 clusters Score -1595067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -182318.687500 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -182318.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180101.375000 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -180101.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -180656.109375 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -180656.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180999.500000 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -180999.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -181157.828125 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -181157.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -181264.140625 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -181264.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -181368.218750 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -181368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181472.375000 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -181472.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181575.156250 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -181575.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181740.296875 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -181740.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181842.375000 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -181842.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181899.468750 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -181899.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181952.078125 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -181952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181995.109375 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -181995.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182054.468750 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -182054.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182097.796875 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -182097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182124.421875 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -182124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182148.078125 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -182148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182176.453125 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -182176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182192.390625 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -182192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182207.828125 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -182207.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -182227.703125 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -182227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -182252.906250 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -182252.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -182278.578125 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -182278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -182291.453125 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -182291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -182306.437500 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -182306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182314.156250 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -182314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -182319.171875 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -182319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182324.218750 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -182324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -182330.500000 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -182330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -182345.843750 Penalty: 3614.969238
	Iteration 29Q: 3 clusters Score -182345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -182369.125000 Penalty: 3614.969238
	Iteration 30Q: 3 clusters Score -182369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182428.890625 Penalty: 3614.969238
	Iteration 31Q: 3 clusters Score -182428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182475.359375 Penalty: 3614.969238
	Iteration 32Q: 3 clusters Score -182475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182489.968750 Penalty: 3614.969238
	Iteration 33Q: 3 clusters Score -182490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182489.968750 Penalty: 3614.969238
	Iteration 34F: 3 clusters Score -182490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 596 members 
Entering Unmasked Estep 
Score: -134146072.000000 Penalty: 96006.398438
Splitting cluster 19 changes total score from -134147600.000000 to -134146072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -880344.500000 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -880344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -874693.562500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -874693.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -876154.312500 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -876154.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -876424.750000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -876424.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -876630.000000 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -876630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -876818.312500 Penalty: 4376.821289
	Iteration 4Q: 3 clusters Score -876818.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -877015.687500 Penalty: 4376.821289
	Iteration 5Q: 3 clusters Score -877015.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -877263.937500 Penalty: 4376.821289
	Iteration 6Q: 3 clusters Score -877263.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -877540.312500 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -877540.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -877878.250000 Penalty: 4376.821289
	Iteration 8F: 3 clusters Score -877878.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -878214.687500 Penalty: 4376.821289
	Iteration 9F: 3 clusters Score -878214.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -878515.625000 Penalty: 4376.821289
	Iteration 10F: 3 clusters Score -878515.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -878734.562500 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -878734.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -878859.437500 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -878859.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -878934.812500 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -878934.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -878981.562500 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -878981.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -879014.937500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -879014.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -879033.875000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -879033.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -879046.187500 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -879046.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -879055.250000 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -879055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -879061.875000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -879061.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -879066.312500 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -879066.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -879074.000000 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -879074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -879081.437500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -879081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -879085.500000 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -879085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -879087.187500 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -879087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -879091.437500 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -879091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -879090.875000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -879090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -879093.562500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -879093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -879094.562500 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -879094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -879094.000000 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -879094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -879093.500000 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -879093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -879094.375000 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -879094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -879094.375000 Penalty: 4376.821289
	Iteration 32F: 3 clusters Score -879094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -538049.562500 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -538049.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -534010.750000 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -534010.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -534922.312500 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -534922.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -535154.875000 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -535154.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -535313.250000 Penalty: 4138.284668
	Iteration 3F: 3 clusters Score -535313.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -535465.812500 Penalty: 4138.284668
	Iteration 4Q: 3 clusters Score -535465.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -535635.187500 Penalty: 4138.284668
	Iteration 5Q: 3 clusters Score -535635.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -535829.000000 Penalty: 4138.284668
	Iteration 6Q: 3 clusters Score -535829 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -536092.750000 Penalty: 4138.284668
	Iteration 7F: 3 clusters Score -536092.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -536389.125000 Penalty: 4138.284668
	Iteration 8F: 3 clusters Score -536389.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -536692.125000 Penalty: 4138.284668
	Iteration 9F: 3 clusters Score -536692.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -536954.125000 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -536954.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -537132.812500 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -537132.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -537212.937500 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -537212.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -537253.937500 Penalty: 4138.284668
	Iteration 13Q: 3 clusters Score -537253.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -537273.812500 Penalty: 4138.284668
	Iteration 14Q: 3 clusters Score -537273.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -537294.562500 Penalty: 4138.284668
	Iteration 15Q: 3 clusters Score -537294.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -537299.375000 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -537299.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -537303.500000 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -537303.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -537309.125000 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -537309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -537310.875000 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -537310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -537315.312500 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -537315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -537316.062500 Penalty: 4138.284668
	Iteration 21Q: 3 clusters Score -537316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -537317.750000 Penalty: 4138.284668
	Iteration 22Q: 3 clusters Score -537317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -537320.437500 Penalty: 4138.284668
	Iteration 23Q: 3 clusters Score -537320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -537322.500000 Penalty: 4138.284668
	Iteration 24Q: 3 clusters Score -537322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -537324.687500 Penalty: 4138.284668
	Iteration 25Q: 3 clusters Score -537324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -537329.000000 Penalty: 4138.284668
	Iteration 26Q: 3 clusters Score -537329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -537331.375000 Penalty: 4138.284668
	Iteration 27Q: 3 clusters Score -537331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -537332.937500 Penalty: 4138.284668
	Iteration 28Q: 3 clusters Score -537332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -537334.812500 Penalty: 4138.284668
	Iteration 29Q: 3 clusters Score -537334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -537336.875000 Penalty: 4138.284668
	Iteration 30Q: 3 clusters Score -537336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -537337.750000 Penalty: 4138.284668
	Iteration 31Q: 3 clusters Score -537337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -537338.375000 Penalty: 4138.284668
	Iteration 32Q: 3 clusters Score -537338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -537340.312500 Penalty: 4138.284668
	Iteration 33Q: 3 clusters Score -537340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -537342.187500 Penalty: 4138.284668
	Iteration 34Q: 3 clusters Score -537342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -537343.687500 Penalty: 4138.284668
	Iteration 35Q: 3 clusters Score -537343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -537344.500000 Penalty: 4138.284668
	Iteration 36Q: 3 clusters Score -537344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -537344.750000 Penalty: 4138.284668
	Iteration 37Q: 3 clusters Score -537344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -537344.625000 Penalty: 4138.284668
	Iteration 38Q: 3 clusters Score -537344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -537344.625000 Penalty: 4138.284668
	Iteration 39F: 3 clusters Score -537344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -145318.109375 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -145318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143281.312500 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -143281.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143767.203125 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -143767.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -143911.125000 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -143911.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144011.984375 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -144012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144080.046875 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -144080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144152.687500 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -144152.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144249.984375 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -144250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144359.781250 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -144359.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144492.109375 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -144492.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144633.984375 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -144634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144737.062500 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -144737.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144810.625000 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -144810.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144843.187500 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -144843.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144869.078125 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -144869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144874.984375 Penalty: 3524.876465
	Iteration 14Q: 3 clusters Score -144875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144884.031250 Penalty: 3524.876465
	Iteration 15Q: 3 clusters Score -144884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144892.515625 Penalty: 3524.876465
	Iteration 16Q: 3 clusters Score -144892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144900.609375 Penalty: 3524.876465
	Iteration 17Q: 3 clusters Score -144900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144902.000000 Penalty: 3524.876465
	Iteration 18Q: 3 clusters Score -144902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144903.125000 Penalty: 3524.876465
	Iteration 19Q: 3 clusters Score -144903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144903.125000 Penalty: 3524.876465
	Iteration 20F: 3 clusters Score -144903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -852755.000000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -852755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -847391.187500 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -847391.2 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -848775.750000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -848775.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -849015.375000 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -849015.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -849176.312500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -849176.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -849296.375000 Penalty: 4344.484375
	Iteration 4Q: 3 clusters Score -849296.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -849407.312500 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -849407.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -849501.125000 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -849501.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -849573.562500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -849573.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -849647.312500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -849647.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -849711.562500 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -849711.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -849774.250000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -849774.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -849845.562500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -849845.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -849905.875000 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -849905.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -849957.625000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -849957.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -850010.875000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -850010.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -850071.687500 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -850071.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -850142.062500 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -850142.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -850200.375000 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -850200.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -850261.312500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -850261.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -850316.250000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -850316.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -850356.437500 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -850356.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -850397.000000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -850397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -850441.937500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -850441.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -850489.812500 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -850489.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -850534.250000 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -850534.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -850581.312500 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -850581.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -850625.125000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -850625.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -850672.625000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -850672.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -850713.875000 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -850713.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -850733.250000 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -850733.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -850745.000000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -850745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -850757.000000 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -850757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -850764.625000 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -850764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -850774.937500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -850774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -850777.875000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -850777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -850781.875000 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -850781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -850788.562500 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -850788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -850793.375000 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -850793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -850793.625000 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -850793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -850796.375000 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -850796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -850799.937500 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -850799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -850805.437500 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -850805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -850811.000000 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -850811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -850816.062500 Penalty: 4344.484375
	Iteration 43Q: 3 clusters Score -850816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -850817.625000 Penalty: 4344.484375
	Iteration 44Q: 3 clusters Score -850817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -850820.312500 Penalty: 4344.484375
	Iteration 45Q: 3 clusters Score -850820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -850826.000000 Penalty: 4344.484375
	Iteration 46Q: 3 clusters Score -850826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -850832.625000 Penalty: 4344.484375
	Iteration 47Q: 3 clusters Score -850832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -850842.687500 Penalty: 4344.484375
	Iteration 48Q: 3 clusters Score -850842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -850852.125000 Penalty: 4344.484375
	Iteration 49Q: 3 clusters Score -850852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -850852.687500 Penalty: 4344.484375
	Iteration 50Q: 3 clusters Score -850852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -850852.562500 Penalty: 4344.484375
	Iteration 51Q: 3 clusters Score -850852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -850852.625000 Penalty: 4344.484375
	Iteration 52Q: 3 clusters Score -850852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -850852.625000 Penalty: 4344.484375
	Iteration 53F: 3 clusters Score -850852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Entering Unmasked Estep 
Score: -8089015.000000 Penalty: 2742.021973
	Iteration 0F: 2 clusters Score -8089015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8046422.500000 Penalty: 5484.043945
	Iteration 0F: 3 clusters Score -8046422 nChanged 29634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8063466.500000 Penalty: 5484.043945
	Iteration 1F: 3 clusters Score -8063466 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -8064714.500000 Penalty: 5484.043945
	Iteration 2Q: 3 clusters Score -8064714 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -8066268.500000 Penalty: 5484.043945
	Iteration 3F: 3 clusters Score -8066268 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -8067969.500000 Penalty: 5484.043945
	Iteration 4F: 3 clusters Score -8067970 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8069826.000000 Penalty: 5484.043945
	Iteration 5F: 3 clusters Score -8069826 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -8071773.000000 Penalty: 5484.043945
	Iteration 6F: 3 clusters Score -8071773 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8073820.000000 Penalty: 5484.043945
	Iteration 7F: 3 clusters Score -8073820 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8075627.500000 Penalty: 5484.043945
	Iteration 8F: 3 clusters Score -8075628 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8077470.000000 Penalty: 5484.043945
	Iteration 9Q: 3 clusters Score -8077470 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -8079041.000000 Penalty: 5484.043945
	Iteration 10Q: 3 clusters Score -8079041 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -8080333.500000 Penalty: 5484.043945
	Iteration 11Q: 3 clusters Score -8080334 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -8081320.000000 Penalty: 5484.043945
	Iteration 12Q: 3 clusters Score -8081320 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -8082121.000000 Penalty: 5484.043945
	Iteration 13Q: 3 clusters Score -8082121 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -8082701.000000 Penalty: 5484.043945
	Iteration 14Q: 3 clusters Score -8082701 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -8083151.500000 Penalty: 5484.043945
	Iteration 15Q: 3 clusters Score -8083152 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -8083587.000000 Penalty: 5484.043945
	Iteration 16Q: 3 clusters Score -8083587 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -8084012.500000 Penalty: 5484.043945
	Iteration 17Q: 3 clusters Score -8084012 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -8084300.500000 Penalty: 5484.043945
	Iteration 18Q: 3 clusters Score -8084300 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -8084596.000000 Penalty: 5484.043945
	Iteration 19Q: 3 clusters Score -8084596 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -8084852.500000 Penalty: 5484.043945
	Iteration 20F: 3 clusters Score -8084852 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8085062.500000 Penalty: 5484.043945
	Iteration 21Q: 3 clusters Score -8085062 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -8085254.000000 Penalty: 5484.043945
	Iteration 22Q: 3 clusters Score -8085254 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -8085415.500000 Penalty: 5484.043945
	Iteration 23Q: 3 clusters Score -8085416 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -8085575.500000 Penalty: 5484.043945
	Iteration 24Q: 3 clusters Score -8085576 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -8085713.000000 Penalty: 5484.043945
	Iteration 25Q: 3 clusters Score -8085713 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -8085805.500000 Penalty: 5484.043945
	Iteration 26Q: 3 clusters Score -8085806 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -8085879.500000 Penalty: 5484.043945
	Iteration 27Q: 3 clusters Score -8085880 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -8085983.000000 Penalty: 5484.043945
	Iteration 28Q: 3 clusters Score -8085983 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -8086067.000000 Penalty: 5484.043945
	Iteration 29Q: 3 clusters Score -8086067 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -8086164.500000 Penalty: 5484.043945
	Iteration 30Q: 3 clusters Score -8086164 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -8086227.000000 Penalty: 5484.043945
	Iteration 31Q: 3 clusters Score -8086227 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -8086256.000000 Penalty: 5484.043945
	Iteration 32Q: 3 clusters Score -8086256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -8086296.000000 Penalty: 5484.043945
	Iteration 33Q: 3 clusters Score -8086296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -8086333.000000 Penalty: 5484.043945
	Iteration 34Q: 3 clusters Score -8086333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -8086409.000000 Penalty: 5484.043945
	Iteration 35Q: 3 clusters Score -8086409 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -8086444.500000 Penalty: 5484.043945
	Iteration 36Q: 3 clusters Score -8086444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -8086458.000000 Penalty: 5484.043945
	Iteration 37Q: 3 clusters Score -8086458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -8086502.000000 Penalty: 5484.043945
	Iteration 38Q: 3 clusters Score -8086502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -8086514.500000 Penalty: 5484.043945
	Iteration 39Q: 3 clusters Score -8086514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -8086542.500000 Penalty: 5484.043945
	Iteration 40F: 3 clusters Score -8086542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -8086568.000000 Penalty: 5484.043945
	Iteration 41Q: 3 clusters Score -8086568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -8086579.000000 Penalty: 5484.043945
	Iteration 42Q: 3 clusters Score -8086579 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -8086602.000000 Penalty: 5484.043945
	Iteration 43Q: 3 clusters Score -8086602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -8086627.500000 Penalty: 5484.043945
	Iteration 44Q: 3 clusters Score -8086628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8086635.000000 Penalty: 5484.043945
	Iteration 45Q: 3 clusters Score -8086635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -8086671.000000 Penalty: 5484.043945
	Iteration 46Q: 3 clusters Score -8086671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -8086678.000000 Penalty: 5484.043945
	Iteration 47Q: 3 clusters Score -8086678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -8086699.000000 Penalty: 5484.043945
	Iteration 48Q: 3 clusters Score -8086699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -8086714.000000 Penalty: 5484.043945
	Iteration 49Q: 3 clusters Score -8086714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -8086734.500000 Penalty: 5484.043945
	Iteration 50Q: 3 clusters Score -8086734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -8086763.500000 Penalty: 5484.043945
	Iteration 51Q: 3 clusters Score -8086764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -8086779.000000 Penalty: 5484.043945
	Iteration 52Q: 3 clusters Score -8086779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -8086778.000000 Penalty: 5484.043945
	Iteration 53Q: 3 clusters Score -8086778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8086783.000000 Penalty: 5484.043945
	Iteration 54Q: 3 clusters Score -8086783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -8086772.000000 Penalty: 5484.043945
	Iteration 55Q: 3 clusters Score -8086772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -8086802.000000 Penalty: 5484.043945
	Iteration 56Q: 3 clusters Score -8086802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -8086788.000000 Penalty: 5484.043945
	Iteration 57Q: 3 clusters Score -8086788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -8086806.500000 Penalty: 5484.043945
	Iteration 58Q: 3 clusters Score -8086806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8086813.500000 Penalty: 5484.043945
	Iteration 59Q: 3 clusters Score -8086814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -8086820.000000 Penalty: 5484.043945
	Iteration 60F: 3 clusters Score -8086820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -8086814.500000 Penalty: 5484.043945
	Iteration 61Q: 3 clusters Score -8086814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8086838.500000 Penalty: 5484.043945
	Iteration 62Q: 3 clusters Score -8086838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -8086836.000000 Penalty: 5484.043945
	Iteration 63Q: 3 clusters Score -8086836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -8086836.000000 Penalty: 5484.043945
	Iteration 64Q: 3 clusters Score -8086836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8086831.500000 Penalty: 5484.043945
	Iteration 65Q: 3 clusters Score -8086832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -8086835.000000 Penalty: 5484.043945
	Iteration 66Q: 3 clusters Score -8086835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -8086823.000000 Penalty: 5484.043945
	Iteration 67Q: 3 clusters Score -8086823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -8086825.000000 Penalty: 5484.043945
	Iteration 68Q: 3 clusters Score -8086825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -8086832.000000 Penalty: 5484.043945
	Iteration 69Q: 3 clusters Score -8086832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -8086839.500000 Penalty: 5484.043945
	Iteration 70Q: 3 clusters Score -8086840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -8086840.500000 Penalty: 5484.043945
	Iteration 71Q: 3 clusters Score -8086840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -8086837.500000 Penalty: 5484.043945
	Iteration 72Q: 3 clusters Score -8086838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8086836.000000 Penalty: 5484.043945
	Iteration 73Q: 3 clusters Score -8086836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8086836.000000 Penalty: 5484.043945
	Iteration 74F: 3 clusters Score -8086836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -43252.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -43252.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41953.527344 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -41953.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42165.125000 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -42165.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -42235.125000 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -42235.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42277.265625 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -42277.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42311.851562 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -42311.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42337.359375 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -42337.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42346.753906 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -42346.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42351.066406 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -42351.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42358.796875 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -42358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42364.734375 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -42364.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42364.734375 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -42364.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (104635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Entering Unmasked Estep 
Score: -14315365.000000 Penalty: 2866.441895
	Iteration 0F: 2 clusters Score -1.431536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -14245574.000000 Penalty: 5732.883789
	Iteration 0F: 3 clusters Score -1.424557e+07 nChanged 49594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -14274200.000000 Penalty: 5732.883789
	Iteration 1F: 3 clusters Score -1.42742e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -14275166.000000 Penalty: 5732.883789
	Iteration 2Q: 3 clusters Score -1.427517e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -14276204.000000 Penalty: 5732.883789
	Iteration 3Q: 3 clusters Score -1.42762e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -14277536.000000 Penalty: 5732.883789
	Iteration 4Q: 3 clusters Score -1.427754e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -14279643.000000 Penalty: 5732.883789
	Iteration 5Q: 3 clusters Score -1.427964e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -14282871.000000 Penalty: 5732.883789
	Iteration 6F: 3 clusters Score -1.428287e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -14287417.000000 Penalty: 5732.883789
	Iteration 7F: 3 clusters Score -1.428742e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -14293458.000000 Penalty: 5732.883789
	Iteration 8F: 3 clusters Score -1.429346e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -14299651.000000 Penalty: 5732.883789
	Iteration 9F: 3 clusters Score -1.429965e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -14304412.000000 Penalty: 5732.883789
	Iteration 10F: 3 clusters Score -1.430441e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -14307631.000000 Penalty: 5732.883789
	Iteration 11Q: 3 clusters Score -1.430763e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -14309705.000000 Penalty: 5732.883789
	Iteration 12Q: 3 clusters Score -1.43097e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -14311108.000000 Penalty: 5732.883789
	Iteration 13Q: 3 clusters Score -1.431111e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14312088.000000 Penalty: 5732.883789
	Iteration 14Q: 3 clusters Score -1.431209e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -14312697.000000 Penalty: 5732.883789
	Iteration 15Q: 3 clusters Score -1.43127e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14313122.000000 Penalty: 5732.883789
	Iteration 16Q: 3 clusters Score -1.431312e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14313360.000000 Penalty: 5732.883789
	Iteration 17Q: 3 clusters Score -1.431336e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14313562.000000 Penalty: 5732.883789
	Iteration 18Q: 3 clusters Score -1.431356e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14313670.000000 Penalty: 5732.883789
	Iteration 19Q: 3 clusters Score -1.431367e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14313731.000000 Penalty: 5732.883789
	Iteration 20F: 3 clusters Score -1.431373e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14313780.000000 Penalty: 5732.883789
	Iteration 21Q: 3 clusters Score -1.431378e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14313844.000000 Penalty: 5732.883789
	Iteration 22Q: 3 clusters Score -1.431384e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14313896.000000 Penalty: 5732.883789
	Iteration 23Q: 3 clusters Score -1.43139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14313906.000000 Penalty: 5732.883789
	Iteration 24Q: 3 clusters Score -1.431391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14313931.000000 Penalty: 5732.883789
	Iteration 25Q: 3 clusters Score -1.431393e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14313954.000000 Penalty: 5732.883789
	Iteration 26Q: 3 clusters Score -1.431395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14313972.000000 Penalty: 5732.883789
	Iteration 27Q: 3 clusters Score -1.431397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14313977.000000 Penalty: 5732.883789
	Iteration 28Q: 3 clusters Score -1.431398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14313978.000000 Penalty: 5732.883789
	Iteration 29Q: 3 clusters Score -1.431398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14313993.000000 Penalty: 5732.883789
	Iteration 30Q: 3 clusters Score -1.431399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14313995.000000 Penalty: 5732.883789
	Iteration 31Q: 3 clusters Score -1.4314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14314009.000000 Penalty: 5732.883789
	Iteration 32Q: 3 clusters Score -1.431401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14314049.000000 Penalty: 5732.883789
	Iteration 33Q: 3 clusters Score -1.431405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14314045.000000 Penalty: 5732.883789
	Iteration 34Q: 3 clusters Score -1.431404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14314076.000000 Penalty: 5732.883789
	Iteration 35Q: 3 clusters Score -1.431408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14314081.000000 Penalty: 5732.883789
	Iteration 36Q: 3 clusters Score -1.431408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14314092.000000 Penalty: 5732.883789
	Iteration 37Q: 3 clusters Score -1.431409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14314105.000000 Penalty: 5732.883789
	Iteration 38Q: 3 clusters Score -1.43141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14314095.000000 Penalty: 5732.883789
	Iteration 39Q: 3 clusters Score -1.43141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14314119.000000 Penalty: 5732.883789
	Iteration 40F: 3 clusters Score -1.431412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14314121.000000 Penalty: 5732.883789
	Iteration 41Q: 3 clusters Score -1.431412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14314130.000000 Penalty: 5732.883789
	Iteration 42Q: 3 clusters Score -1.431413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14314128.000000 Penalty: 5732.883789
	Iteration 43Q: 3 clusters Score -1.431413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14314137.000000 Penalty: 5732.883789
	Iteration 44Q: 3 clusters Score -1.431414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14314141.000000 Penalty: 5732.883789
	Iteration 45Q: 3 clusters Score -1.431414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14314124.000000 Penalty: 5732.883789
	Iteration 46Q: 3 clusters Score -1.431412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14314135.000000 Penalty: 5732.883789
	Iteration 47Q: 3 clusters Score -1.431414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14314140.000000 Penalty: 5732.883789
	Iteration 48Q: 3 clusters Score -1.431414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14314156.000000 Penalty: 5732.883789
	Iteration 49Q: 3 clusters Score -1.431416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14314164.000000 Penalty: 5732.883789
	Iteration 50Q: 3 clusters Score -1.431416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14314162.000000 Penalty: 5732.883789
	Iteration 51Q: 3 clusters Score -1.431416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14314160.000000 Penalty: 5732.883789
	Iteration 52Q: 3 clusters Score -1.431416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14314163.000000 Penalty: 5732.883789
	Iteration 53Q: 3 clusters Score -1.431416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14314172.000000 Penalty: 5732.883789
	Iteration 54Q: 3 clusters Score -1.431417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14314176.000000 Penalty: 5732.883789
	Iteration 55Q: 3 clusters Score -1.431418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14314173.000000 Penalty: 5732.883789
	Iteration 56Q: 3 clusters Score -1.431417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14314177.000000 Penalty: 5732.883789
	Iteration 57Q: 3 clusters Score -1.431418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14314171.000000 Penalty: 5732.883789
	Iteration 58Q: 3 clusters Score -1.431417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14314173.000000 Penalty: 5732.883789
	Iteration 59Q: 3 clusters Score -1.431417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14314175.000000 Penalty: 5732.883789
	Iteration 60F: 3 clusters Score -1.431418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -62163.753906 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -62163.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60719.941406 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -60719.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60919.222656 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -60919.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61040.003906 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -61040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61181.265625 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -61181.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61429.898438 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -61429.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61791.140625 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -61791.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62247.671875 Penalty: 3115.076416
	Iteration 6F: 3 clusters Score -62247.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62435.484375 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -62435.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62595.992188 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -62595.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62697.972656 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -62697.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62765.273438 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -62765.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62806.839844 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -62806.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62837.355469 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -62837.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62850.617188 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -62850.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62858.085938 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -62858.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62864.890625 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -62864.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62871.863281 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -62871.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62871.863281 Penalty: 3115.076416
	Iteration 17F: 3 clusters Score -62871.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 211 members 
Mstep: Class 28 contains 323 members 
Entering Unmasked Estep 
Score: -134146464.000000 Penalty: 96006.398438
Splitting cluster 27 changes total score from -134147600.000000 to -134146464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139734 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 106560 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 204461 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 73970 members 
Mstep: Class 11 contains 33682 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 17512 members 
Mstep: Class 15 contains 88420 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63357 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104635 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147664.000000 Penalty: 92577.601562
Iteration 119Q: 28 clusters Score -1.341477e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139757 members 
Mstep: Class 4 contains 13357 members 
Mstep: Class 5 contains 106615 members 
Mstep: Class 6 contains 7563 members 
Mstep: Class 7 contains 204603 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92433 members 
Mstep: Class 10 contains 73964 members 
Mstep: Class 11 contains 33676 members 
Mstep: Class 12 contains 17789 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 17530 members 
Mstep: Class 15 contains 88401 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6799 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63293 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104439 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147688.000000 Penalty: 92577.601562
Iteration 120F: 28 clusters Score -1.341477e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139778 members 
Mstep: Class 4 contains 13368 members 
Mstep: Class 5 contains 106670 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 204727 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 92427 members 
Mstep: Class 10 contains 73957 members 
Mstep: Class 11 contains 33671 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 17556 members 
Mstep: Class 15 contains 88383 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63226 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104253 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147544.000000 Penalty: 92577.601562
Iteration 121Q: 28 clusters Score -1.341475e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139778 members 
Mstep: Class 4 contains 13385 members 
Mstep: Class 5 contains 106722 members 
Mstep: Class 6 contains 7569 members 
Mstep: Class 7 contains 204860 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92422 members 
Mstep: Class 10 contains 73949 members 
Mstep: Class 11 contains 33660 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 17570 members 
Mstep: Class 15 contains 88365 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 11822 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63173 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 104096 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147752.000000 Penalty: 92577.601562
Iteration 122Q: 28 clusters Score -1.341478e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139783 members 
Mstep: Class 4 contains 13395 members 
Mstep: Class 5 contains 106760 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 204991 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92417 members 
Mstep: Class 10 contains 73945 members 
Mstep: Class 11 contains 33654 members 
Mstep: Class 12 contains 17812 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 17587 members 
Mstep: Class 15 contains 88339 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 11850 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63114 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103952 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147936.000000 Penalty: 92577.601562
Iteration 123Q: 28 clusters Score -1.341479e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139774 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 106801 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 205114 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92409 members 
Mstep: Class 10 contains 73941 members 
Mstep: Class 11 contains 33646 members 
Mstep: Class 12 contains 17820 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 17599 members 
Mstep: Class 15 contains 88309 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63072 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103835 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147888.000000 Penalty: 92577.601562
Iteration 124Q: 28 clusters Score -1.341479e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139778 members 
Mstep: Class 4 contains 13410 members 
Mstep: Class 5 contains 106829 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 205207 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92399 members 
Mstep: Class 10 contains 73932 members 
Mstep: Class 11 contains 33642 members 
Mstep: Class 12 contains 17834 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 17606 members 
Mstep: Class 15 contains 88288 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 63030 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103726 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147784.000000 Penalty: 92577.601562
Iteration 125Q: 28 clusters Score -1.341478e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139784 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 106847 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 205292 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92395 members 
Mstep: Class 10 contains 73924 members 
Mstep: Class 11 contains 33633 members 
Mstep: Class 12 contains 17848 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 14 contains 17615 members 
Mstep: Class 15 contains 88269 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 11932 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 4186 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62989 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103625 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147856.000000 Penalty: 92577.601562
Iteration 126Q: 28 clusters Score -1.341479e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139791 members 
Mstep: Class 4 contains 13420 members 
Mstep: Class 5 contains 106873 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 205399 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92383 members 
Mstep: Class 10 contains 73911 members 
Mstep: Class 11 contains 33629 members 
Mstep: Class 12 contains 17862 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 88243 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 11959 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 4185 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62952 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103524 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147992.000000 Penalty: 92577.601562
Iteration 127Q: 28 clusters Score -1.34148e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139785 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 106909 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 205488 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92373 members 
Mstep: Class 10 contains 73901 members 
Mstep: Class 11 contains 33622 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 17623 members 
Mstep: Class 15 contains 88215 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62905 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103447 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147976.000000 Penalty: 92577.601562
Iteration 128Q: 28 clusters Score -1.34148e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139785 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 106932 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 205577 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92367 members 
Mstep: Class 10 contains 73892 members 
Mstep: Class 11 contains 33615 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 17627 members 
Mstep: Class 15 contains 88191 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 12008 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6835 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62860 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103369 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147928.000000 Penalty: 92577.601562
Iteration 129Q: 28 clusters Score -1.341479e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139786 members 
Mstep: Class 4 contains 13430 members 
Mstep: Class 5 contains 106959 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 205681 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92362 members 
Mstep: Class 10 contains 73886 members 
Mstep: Class 11 contains 33609 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 15 contains 88166 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 12033 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62828 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103285 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148112.000000 Penalty: 92577.601562
Iteration 130Q: 28 clusters Score -1.341481e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139793 members 
Mstep: Class 4 contains 13431 members 
Mstep: Class 5 contains 106986 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 205766 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92356 members 
Mstep: Class 10 contains 73879 members 
Mstep: Class 11 contains 33604 members 
Mstep: Class 12 contains 17897 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 17626 members 
Mstep: Class 15 contains 88144 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62805 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103201 members 
Mstep: Class 27 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147976.000000 Penalty: 92577.601562
Iteration 131Q: 28 clusters Score -1.34148e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139803 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 107000 members 
Mstep: Class 6 contains 7542 members 
Mstep: Class 7 contains 205844 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92351 members 
Mstep: Class 10 contains 73874 members 
Mstep: Class 11 contains 33597 members 
Mstep: Class 12 contains 17902 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 17631 members 
Mstep: Class 15 contains 88130 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62791 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103116 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148064.000000 Penalty: 92577.601562
Iteration 132Q: 28 clusters Score -1.341481e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139816 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 107013 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 205920 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92347 members 
Mstep: Class 10 contains 73872 members 
Mstep: Class 11 contains 33589 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 17640 members 
Mstep: Class 15 contains 88113 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 12088 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6835 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62776 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 103037 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148136.000000 Penalty: 92577.601562
Iteration 133Q: 28 clusters Score -1.341481e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139823 members 
Mstep: Class 4 contains 13442 members 
Mstep: Class 5 contains 107022 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 205976 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92346 members 
Mstep: Class 10 contains 73870 members 
Mstep: Class 11 contains 33582 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 17651 members 
Mstep: Class 15 contains 88104 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 12103 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62758 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102974 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148136.000000 Penalty: 92577.601562
Iteration 134Q: 28 clusters Score -1.341481e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139827 members 
Mstep: Class 4 contains 13446 members 
Mstep: Class 5 contains 107031 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 206045 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92333 members 
Mstep: Class 10 contains 73868 members 
Mstep: Class 11 contains 33577 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 17657 members 
Mstep: Class 15 contains 88097 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 12116 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6844 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62744 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102910 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148144.000000 Penalty: 92577.601562
Iteration 135Q: 28 clusters Score -1.341481e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139840 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 107036 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 206113 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92333 members 
Mstep: Class 10 contains 73867 members 
Mstep: Class 11 contains 33569 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 2409 members 
Mstep: Class 14 contains 17658 members 
Mstep: Class 15 contains 88091 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 12120 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62733 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102843 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148120.000000 Penalty: 92577.601562
Iteration 136Q: 28 clusters Score -1.341481e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139840 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 107048 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 206169 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92334 members 
Mstep: Class 10 contains 73866 members 
Mstep: Class 11 contains 33567 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 17661 members 
Mstep: Class 15 contains 88081 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6398 members 
Mstep: Class 18 contains 12127 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62722 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102793 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148088.000000 Penalty: 92577.601562
Iteration 137Q: 28 clusters Score -1.341481e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139846 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 107063 members 
Mstep: Class 6 contains 7542 members 
Mstep: Class 7 contains 206224 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92331 members 
Mstep: Class 10 contains 73865 members 
Mstep: Class 11 contains 33560 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 17664 members 
Mstep: Class 15 contains 88068 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62708 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102750 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147944.000000 Penalty: 92577.601562
Iteration 138Q: 28 clusters Score -1.341479e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139846 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 107072 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 206276 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92323 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33555 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 17666 members 
Mstep: Class 15 contains 88056 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62697 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102715 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147960.000000 Penalty: 92577.601562
Iteration 139Q: 28 clusters Score -1.34148e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139855 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 107083 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 206302 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92320 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33551 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 17671 members 
Mstep: Class 15 contains 88052 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62686 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102685 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148016.000000 Penalty: 92577.601562
Iteration 140F: 28 clusters Score -1.34148e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139859 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 107095 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 206318 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92316 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33547 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 88048 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12145 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62687 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102651 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148008.000000 Penalty: 92577.601562
Iteration 141Q: 28 clusters Score -1.34148e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139870 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 107106 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 206340 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92316 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33543 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 17697 members 
Mstep: Class 15 contains 88040 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12147 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62675 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102621 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148016.000000 Penalty: 92577.601562
Iteration 142Q: 28 clusters Score -1.34148e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139874 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 107116 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 206379 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92318 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33539 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 88038 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62666 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102578 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148112.000000 Penalty: 92577.601562
Iteration 143Q: 28 clusters Score -1.341481e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139876 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 107130 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 206410 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92321 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33539 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 17709 members 
Mstep: Class 15 contains 88035 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12149 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62657 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102551 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148144.000000 Penalty: 92577.601562
Iteration 144Q: 28 clusters Score -1.341481e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139879 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 107143 members 
Mstep: Class 6 contains 7539 members 
Mstep: Class 7 contains 206427 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92320 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33539 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 17711 members 
Mstep: Class 15 contains 88032 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12149 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62649 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102534 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148152.000000 Penalty: 92577.601562
Iteration 145Q: 28 clusters Score -1.341482e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139877 members 
Mstep: Class 4 contains 13462 members 
Mstep: Class 5 contains 107151 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 206442 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92321 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33536 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 17711 members 
Mstep: Class 15 contains 88032 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6840 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62639 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102526 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148280.000000 Penalty: 92577.601562
Iteration 146Q: 28 clusters Score -1.341483e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139874 members 
Mstep: Class 4 contains 13461 members 
Mstep: Class 5 contains 107159 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 206454 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92319 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33534 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2355 members 
Mstep: Class 14 contains 17710 members 
Mstep: Class 15 contains 88029 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12153 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6839 members 
Mstep: Class 21 contains 4200 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62630 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102526 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148184.000000 Penalty: 92577.601562
Iteration 147Q: 28 clusters Score -1.341482e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139877 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 107163 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 206461 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92316 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33532 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 17713 members 
Mstep: Class 15 contains 88028 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6839 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62621 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102526 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148136.000000 Penalty: 92577.601562
Iteration 148Q: 28 clusters Score -1.341481e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139878 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 107167 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206479 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92313 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33530 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 17715 members 
Mstep: Class 15 contains 88026 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 12157 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 4201 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62614 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102516 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148080.000000 Penalty: 92577.601562
Iteration 149Q: 28 clusters Score -1.341481e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139876 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 107171 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 206492 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92311 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33529 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 15 contains 88028 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 12157 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6840 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62606 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102509 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148088.000000 Penalty: 92577.601562
Iteration 150Q: 28 clusters Score -1.341481e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139879 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 107173 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206510 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92307 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33530 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17718 members 
Mstep: Class 15 contains 88028 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 4200 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62596 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102491 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148136.000000 Penalty: 92577.601562
Iteration 151Q: 28 clusters Score -1.341481e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139879 members 
Mstep: Class 4 contains 13459 members 
Mstep: Class 5 contains 107176 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206524 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92303 members 
Mstep: Class 10 contains 73864 members 
Mstep: Class 11 contains 33530 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 88025 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12163 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62596 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102474 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148104.000000 Penalty: 92577.601562
Iteration 152Q: 28 clusters Score -1.341481e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139878 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 107177 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206540 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92301 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33526 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 88026 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62591 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102460 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148144.000000 Penalty: 92577.601562
Iteration 153Q: 28 clusters Score -1.341481e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139874 members 
Mstep: Class 4 contains 13466 members 
Mstep: Class 5 contains 107178 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206541 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92301 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33525 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 88030 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62585 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102458 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148192.000000 Penalty: 92577.601562
Iteration 154Q: 28 clusters Score -1.341482e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139873 members 
Mstep: Class 4 contains 13469 members 
Mstep: Class 5 contains 107183 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 206546 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92301 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33523 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 88028 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62582 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102453 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148128.000000 Penalty: 92577.601562
Iteration 155Q: 28 clusters Score -1.341481e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139869 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 107189 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 206556 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92298 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33519 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 88027 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62580 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102448 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148112.000000 Penalty: 92577.601562
Iteration 156Q: 28 clusters Score -1.341481e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139873 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 107189 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 206563 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92296 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33516 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88026 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12163 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62577 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102442 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148088.000000 Penalty: 92577.601562
Iteration 157Q: 28 clusters Score -1.341481e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139874 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107194 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206564 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92296 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33516 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88027 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12164 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62570 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102438 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148104.000000 Penalty: 92577.601562
Iteration 158Q: 28 clusters Score -1.341481e+08 nChanged 20
Entering ConstructFrom: 
Score: -134148104.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -284464.218750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -284464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -281662.000000 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -281662 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -282306.812500 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -282306.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282823.687500 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -282823.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -283462.000000 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -283462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -283887.718750 Penalty: 3833.294434
	Iteration 4F: 3 clusters Score -283887.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -284101.000000 Penalty: 3833.294434
	Iteration 5F: 3 clusters Score -284101 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -284239.187500 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -284239.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -284335.625000 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -284335.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284466.000000 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -284466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284608.406250 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -284608.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284761.406250 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -284761.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284916.437500 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -284916.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -285096.906250 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -285096.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285256.937500 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -285256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -285318.593750 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -285318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285339.718750 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -285339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -285349.937500 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -285349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -285352.000000 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -285352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -285352.593750 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -285352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285353.312500 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -285353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285353.312500 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -285353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139875 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62568 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 890 members 
Entering Unmasked Estep 
Score: -134147040.000000 Penalty: 96006.398438
Splitting cluster 1 changes total score from -134148104.000000 to -134147040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -108658.562500 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -108658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106818.062500 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -106818.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107288.070312 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -107288.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107619.742188 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -107619.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108052.585938 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -108052.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108894.343750 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -108894.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109136.882812 Penalty: 3366.771240
	Iteration 5F: 3 clusters Score -109136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109272.132812 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -109272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109315.148438 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -109315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -109342.890625 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -109342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109348.390625 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -109348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109348.390625 Penalty: 3366.771240
	Iteration 10F: 3 clusters Score -109348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 139875 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62568 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 286 members 
Entering Unmasked Estep 
Score: -134147040.000000 Penalty: 96006.398438
Splitting cluster 2 changes total score from -134148104.000000 to -134147040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (139875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139875 members 
Entering Unmasked Estep 
Score: -19075448.000000 Penalty: 2938.428955
	Iteration 0F: 2 clusters Score -1.907545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -18984298.000000 Penalty: 5876.857910
	Iteration 0F: 3 clusters Score -1.89843e+07 nChanged 66979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -19023338.000000 Penalty: 5876.857910
	Iteration 1F: 3 clusters Score -1.902334e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -19024282.000000 Penalty: 5876.857910
	Iteration 2Q: 3 clusters Score -1.902428e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -19025804.000000 Penalty: 5876.857910
	Iteration 3Q: 3 clusters Score -1.90258e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -19027636.000000 Penalty: 5876.857910
	Iteration 4Q: 3 clusters Score -1.902764e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -19030224.000000 Penalty: 5876.857910
	Iteration 5Q: 3 clusters Score -1.903022e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -19033494.000000 Penalty: 5876.857910
	Iteration 6F: 3 clusters Score -1.903349e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -19037448.000000 Penalty: 5876.857910
	Iteration 7F: 3 clusters Score -1.903745e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -19042920.000000 Penalty: 5876.857910
	Iteration 8F: 3 clusters Score -1.904292e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -19049070.000000 Penalty: 5876.857910
	Iteration 9F: 3 clusters Score -1.904907e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -19054084.000000 Penalty: 5876.857910
	Iteration 10F: 3 clusters Score -1.905408e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -19056714.000000 Penalty: 5876.857910
	Iteration 11Q: 3 clusters Score -1.905671e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -19057656.000000 Penalty: 5876.857910
	Iteration 12Q: 3 clusters Score -1.905766e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -19058376.000000 Penalty: 5876.857910
	Iteration 13Q: 3 clusters Score -1.905838e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -19058988.000000 Penalty: 5876.857910
	Iteration 14Q: 3 clusters Score -1.905899e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -19059642.000000 Penalty: 5876.857910
	Iteration 15Q: 3 clusters Score -1.905964e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -19060198.000000 Penalty: 5876.857910
	Iteration 16Q: 3 clusters Score -1.90602e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -19060784.000000 Penalty: 5876.857910
	Iteration 17Q: 3 clusters Score -1.906078e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -19061480.000000 Penalty: 5876.857910
	Iteration 18Q: 3 clusters Score -1.906148e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -19062100.000000 Penalty: 5876.857910
	Iteration 19Q: 3 clusters Score -1.90621e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -19062846.000000 Penalty: 5876.857910
	Iteration 20F: 3 clusters Score -1.906285e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110269 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -19063576.000000 Penalty: 5876.857910
	Iteration 21Q: 3 clusters Score -1.906358e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112220 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -19064244.000000 Penalty: 5876.857910
	Iteration 22Q: 3 clusters Score -1.906424e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -19064790.000000 Penalty: 5876.857910
	Iteration 23Q: 3 clusters Score -1.906479e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115937 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -19065528.000000 Penalty: 5876.857910
	Iteration 24Q: 3 clusters Score -1.906553e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -19066160.000000 Penalty: 5876.857910
	Iteration 25Q: 3 clusters Score -1.906616e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -19066822.000000 Penalty: 5876.857910
	Iteration 26Q: 3 clusters Score -1.906682e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -19067434.000000 Penalty: 5876.857910
	Iteration 27Q: 3 clusters Score -1.906743e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -19067920.000000 Penalty: 5876.857910
	Iteration 28Q: 3 clusters Score -1.906792e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -19068386.000000 Penalty: 5876.857910
	Iteration 29Q: 3 clusters Score -1.906839e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -19068832.000000 Penalty: 5876.857910
	Iteration 30Q: 3 clusters Score -1.906883e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -19069416.000000 Penalty: 5876.857910
	Iteration 31Q: 3 clusters Score -1.906942e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -19069862.000000 Penalty: 5876.857910
	Iteration 32Q: 3 clusters Score -1.906986e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -19070304.000000 Penalty: 5876.857910
	Iteration 33Q: 3 clusters Score -1.90703e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -19070654.000000 Penalty: 5876.857910
	Iteration 34Q: 3 clusters Score -1.907065e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132157 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -19070950.000000 Penalty: 5876.857910
	Iteration 35Q: 3 clusters Score -1.907095e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -19071236.000000 Penalty: 5876.857910
	Iteration 36Q: 3 clusters Score -1.907124e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -19071520.000000 Penalty: 5876.857910
	Iteration 37Q: 3 clusters Score -1.907152e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -19071840.000000 Penalty: 5876.857910
	Iteration 38Q: 3 clusters Score -1.907184e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -19071966.000000 Penalty: 5876.857910
	Iteration 39Q: 3 clusters Score -1.907197e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -19072136.000000 Penalty: 5876.857910
	Iteration 40F: 3 clusters Score -1.907214e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136408 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -19072270.000000 Penalty: 5876.857910
	Iteration 41Q: 3 clusters Score -1.907227e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -19072412.000000 Penalty: 5876.857910
	Iteration 42Q: 3 clusters Score -1.907241e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -19072442.000000 Penalty: 5876.857910
	Iteration 43Q: 3 clusters Score -1.907244e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19072524.000000 Penalty: 5876.857910
	Iteration 44Q: 3 clusters Score -1.907252e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19072526.000000 Penalty: 5876.857910
	Iteration 45Q: 3 clusters Score -1.907253e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137800 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19072586.000000 Penalty: 5876.857910
	Iteration 46Q: 3 clusters Score -1.907259e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19072626.000000 Penalty: 5876.857910
	Iteration 47Q: 3 clusters Score -1.907263e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138119 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19072696.000000 Penalty: 5876.857910
	Iteration 48Q: 3 clusters Score -1.90727e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19072762.000000 Penalty: 5876.857910
	Iteration 49Q: 3 clusters Score -1.907276e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19072790.000000 Penalty: 5876.857910
	Iteration 50Q: 3 clusters Score -1.907279e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19072844.000000 Penalty: 5876.857910
	Iteration 51Q: 3 clusters Score -1.907284e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19072854.000000 Penalty: 5876.857910
	Iteration 52Q: 3 clusters Score -1.907285e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19072852.000000 Penalty: 5876.857910
	Iteration 53Q: 3 clusters Score -1.907285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138643 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19072850.000000 Penalty: 5876.857910
	Iteration 54Q: 3 clusters Score -1.907285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19072880.000000 Penalty: 5876.857910
	Iteration 55Q: 3 clusters Score -1.907288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19072910.000000 Penalty: 5876.857910
	Iteration 56Q: 3 clusters Score -1.907291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19072920.000000 Penalty: 5876.857910
	Iteration 57Q: 3 clusters Score -1.907292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138773 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19072960.000000 Penalty: 5876.857910
	Iteration 58Q: 3 clusters Score -1.907296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19072974.000000 Penalty: 5876.857910
	Iteration 59Q: 3 clusters Score -1.907297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138820 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19072986.000000 Penalty: 5876.857910
	Iteration 60F: 3 clusters Score -1.907299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19072968.000000 Penalty: 5876.857910
	Iteration 61Q: 3 clusters Score -1.907297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19072966.000000 Penalty: 5876.857910
	Iteration 62Q: 3 clusters Score -1.907297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19072960.000000 Penalty: 5876.857910
	Iteration 63Q: 3 clusters Score -1.907296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19072972.000000 Penalty: 5876.857910
	Iteration 64Q: 3 clusters Score -1.907297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19072962.000000 Penalty: 5876.857910
	Iteration 65Q: 3 clusters Score -1.907296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19072982.000000 Penalty: 5876.857910
	Iteration 66Q: 3 clusters Score -1.907298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19072970.000000 Penalty: 5876.857910
	Iteration 67Q: 3 clusters Score -1.907297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19072988.000000 Penalty: 5876.857910
	Iteration 68Q: 3 clusters Score -1.907299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -19072992.000000 Penalty: 5876.857910
	Iteration 69Q: 3 clusters Score -1.907299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19073000.000000 Penalty: 5876.857910
	Iteration 70Q: 3 clusters Score -1.9073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19072992.000000 Penalty: 5876.857910
	Iteration 71Q: 3 clusters Score -1.907299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -19072996.000000 Penalty: 5876.857910
	Iteration 72Q: 3 clusters Score -1.9073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19073014.000000 Penalty: 5876.857910
	Iteration 73Q: 3 clusters Score -1.907301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19073012.000000 Penalty: 5876.857910
	Iteration 74Q: 3 clusters Score -1.907301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19073004.000000 Penalty: 5876.857910
	Iteration 75Q: 3 clusters Score -1.9073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19073000.000000 Penalty: 5876.857910
	Iteration 76Q: 3 clusters Score -1.9073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19073000.000000 Penalty: 5876.857910
	Iteration 77Q: 3 clusters Score -1.9073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19073010.000000 Penalty: 5876.857910
	Iteration 78Q: 3 clusters Score -1.907301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19073008.000000 Penalty: 5876.857910
	Iteration 79Q: 3 clusters Score -1.907301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19073008.000000 Penalty: 5876.857910
	Iteration 80F: 3 clusters Score -1.907301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Entering Unmasked Estep 
Score: -1865489.875000 Penalty: 2358.130615
	Iteration 0F: 2 clusters Score -1865490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1855582.625000 Penalty: 4716.261230
	Iteration 0F: 3 clusters Score -1855583 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1858577.000000 Penalty: 4716.261230
	Iteration 1F: 3 clusters Score -1858577 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1858930.250000 Penalty: 4716.261230
	Iteration 2F: 3 clusters Score -1858930 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1859192.750000 Penalty: 4716.261230
	Iteration 3Q: 3 clusters Score -1859193 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1859396.125000 Penalty: 4716.261230
	Iteration 4Q: 3 clusters Score -1859396 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1859547.000000 Penalty: 4716.261230
	Iteration 5Q: 3 clusters Score -1859547 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1859688.125000 Penalty: 4716.261230
	Iteration 6Q: 3 clusters Score -1859688 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1859841.250000 Penalty: 4716.261230
	Iteration 7Q: 3 clusters Score -1859841 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1860001.625000 Penalty: 4716.261230
	Iteration 8Q: 3 clusters Score -1860002 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1860178.500000 Penalty: 4716.261230
	Iteration 9Q: 3 clusters Score -1860178 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1860369.875000 Penalty: 4716.261230
	Iteration 10Q: 3 clusters Score -1860370 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1860620.000000 Penalty: 4716.261230
	Iteration 11Q: 3 clusters Score -1860620 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1860889.250000 Penalty: 4716.261230
	Iteration 12Q: 3 clusters Score -1860889 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1861203.875000 Penalty: 4716.261230
	Iteration 13Q: 3 clusters Score -1861204 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1861624.500000 Penalty: 4716.261230
	Iteration 14Q: 3 clusters Score -1861624 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1862061.250000 Penalty: 4716.261230
	Iteration 15Q: 3 clusters Score -1862061 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1862436.625000 Penalty: 4716.261230
	Iteration 16Q: 3 clusters Score -1862437 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1862707.375000 Penalty: 4716.261230
	Iteration 17Q: 3 clusters Score -1862707 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1862885.500000 Penalty: 4716.261230
	Iteration 18Q: 3 clusters Score -1862886 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1863005.500000 Penalty: 4716.261230
	Iteration 19Q: 3 clusters Score -1863006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1863078.875000 Penalty: 4716.261230
	Iteration 20F: 3 clusters Score -1863079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1863135.375000 Penalty: 4716.261230
	Iteration 21Q: 3 clusters Score -1863135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1863179.625000 Penalty: 4716.261230
	Iteration 22Q: 3 clusters Score -1863180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1863223.750000 Penalty: 4716.261230
	Iteration 23Q: 3 clusters Score -1863224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1863270.500000 Penalty: 4716.261230
	Iteration 24Q: 3 clusters Score -1863270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1863293.500000 Penalty: 4716.261230
	Iteration 25Q: 3 clusters Score -1863294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1863325.125000 Penalty: 4716.261230
	Iteration 26Q: 3 clusters Score -1863325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1863347.375000 Penalty: 4716.261230
	Iteration 27Q: 3 clusters Score -1863347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1863367.625000 Penalty: 4716.261230
	Iteration 28Q: 3 clusters Score -1863368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1863378.500000 Penalty: 4716.261230
	Iteration 29Q: 3 clusters Score -1863378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1863396.125000 Penalty: 4716.261230
	Iteration 30Q: 3 clusters Score -1863396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1863408.750000 Penalty: 4716.261230
	Iteration 31Q: 3 clusters Score -1863409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1863417.125000 Penalty: 4716.261230
	Iteration 32Q: 3 clusters Score -1863417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1863430.125000 Penalty: 4716.261230
	Iteration 33Q: 3 clusters Score -1863430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1863438.250000 Penalty: 4716.261230
	Iteration 34Q: 3 clusters Score -1863438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1863448.500000 Penalty: 4716.261230
	Iteration 35Q: 3 clusters Score -1863448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1863452.875000 Penalty: 4716.261230
	Iteration 36Q: 3 clusters Score -1863453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1863462.125000 Penalty: 4716.261230
	Iteration 37Q: 3 clusters Score -1863462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1863475.625000 Penalty: 4716.261230
	Iteration 38Q: 3 clusters Score -1863476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1863477.125000 Penalty: 4716.261230
	Iteration 39Q: 3 clusters Score -1863477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1863478.500000 Penalty: 4716.261230
	Iteration 40F: 3 clusters Score -1863478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1863485.375000 Penalty: 4716.261230
	Iteration 41Q: 3 clusters Score -1863485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1863488.250000 Penalty: 4716.261230
	Iteration 42Q: 3 clusters Score -1863488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1863490.250000 Penalty: 4716.261230
	Iteration 43Q: 3 clusters Score -1863490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1863494.250000 Penalty: 4716.261230
	Iteration 44Q: 3 clusters Score -1863494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1863490.375000 Penalty: 4716.261230
	Iteration 45Q: 3 clusters Score -1863490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1863491.500000 Penalty: 4716.261230
	Iteration 46Q: 3 clusters Score -1863492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1863493.750000 Penalty: 4716.261230
	Iteration 47Q: 3 clusters Score -1863494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1863500.375000 Penalty: 4716.261230
	Iteration 48Q: 3 clusters Score -1863500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1863503.750000 Penalty: 4716.261230
	Iteration 49Q: 3 clusters Score -1863504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1863503.250000 Penalty: 4716.261230
	Iteration 50Q: 3 clusters Score -1863503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1863506.250000 Penalty: 4716.261230
	Iteration 51Q: 3 clusters Score -1863506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1863506.500000 Penalty: 4716.261230
	Iteration 52Q: 3 clusters Score -1863506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1863510.000000 Penalty: 4716.261230
	Iteration 53Q: 3 clusters Score -1863510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1863514.250000 Penalty: 4716.261230
	Iteration 54Q: 3 clusters Score -1863514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1863511.500000 Penalty: 4716.261230
	Iteration 55Q: 3 clusters Score -1863512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1863517.250000 Penalty: 4716.261230
	Iteration 56Q: 3 clusters Score -1863517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1863517.875000 Penalty: 4716.261230
	Iteration 57Q: 3 clusters Score -1863518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1863521.875000 Penalty: 4716.261230
	Iteration 58Q: 3 clusters Score -1863522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1863518.625000 Penalty: 4716.261230
	Iteration 59Q: 3 clusters Score -1863519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1863519.000000 Penalty: 4716.261230
	Iteration 60F: 3 clusters Score -1863519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1863517.375000 Penalty: 4716.261230
	Iteration 61Q: 3 clusters Score -1863517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1863520.250000 Penalty: 4716.261230
	Iteration 62Q: 3 clusters Score -1863520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1863520.250000 Penalty: 4716.261230
	Iteration 63Q: 3 clusters Score -1863520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1863520.500000 Penalty: 4716.261230
	Iteration 64Q: 3 clusters Score -1863520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1863520.750000 Penalty: 4716.261230
	Iteration 65Q: 3 clusters Score -1863521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1863523.250000 Penalty: 4716.261230
	Iteration 66Q: 3 clusters Score -1863523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1863526.625000 Penalty: 4716.261230
	Iteration 67Q: 3 clusters Score -1863527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1863530.250000 Penalty: 4716.261230
	Iteration 68Q: 3 clusters Score -1863530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1863534.750000 Penalty: 4716.261230
	Iteration 69Q: 3 clusters Score -1863535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1863537.875000 Penalty: 4716.261230
	Iteration 70Q: 3 clusters Score -1863538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1863543.250000 Penalty: 4716.261230
	Iteration 71Q: 3 clusters Score -1863543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1863542.375000 Penalty: 4716.261230
	Iteration 72Q: 3 clusters Score -1863542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1863542.375000 Penalty: 4716.261230
	Iteration 73Q: 3 clusters Score -1863542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1863543.625000 Penalty: 4716.261230
	Iteration 74Q: 3 clusters Score -1863544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1863546.500000 Penalty: 4716.261230
	Iteration 75Q: 3 clusters Score -1863546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1863550.500000 Penalty: 4716.261230
	Iteration 76Q: 3 clusters Score -1863550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1863551.875000 Penalty: 4716.261230
	Iteration 77Q: 3 clusters Score -1863552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1863554.125000 Penalty: 4716.261230
	Iteration 78Q: 3 clusters Score -1863554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1863554.250000 Penalty: 4716.261230
	Iteration 79Q: 3 clusters Score -1863554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1863555.625000 Penalty: 4716.261230
	Iteration 80F: 3 clusters Score -1863556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1863555.375000 Penalty: 4716.261230
	Iteration 81Q: 3 clusters Score -1863555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1863557.375000 Penalty: 4716.261230
	Iteration 82Q: 3 clusters Score -1863557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1863562.750000 Penalty: 4716.261230
	Iteration 83Q: 3 clusters Score -1863563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1863560.750000 Penalty: 4716.261230
	Iteration 84Q: 3 clusters Score -1863561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1863561.875000 Penalty: 4716.261230
	Iteration 85Q: 3 clusters Score -1863562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1863559.125000 Penalty: 4716.261230
	Iteration 86Q: 3 clusters Score -1863559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1863562.875000 Penalty: 4716.261230
	Iteration 87Q: 3 clusters Score -1863563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1863566.875000 Penalty: 4716.261230
	Iteration 88Q: 3 clusters Score -1863567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1863566.000000 Penalty: 4716.261230
	Iteration 89Q: 3 clusters Score -1863566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1863567.000000 Penalty: 4716.261230
	Iteration 90Q: 3 clusters Score -1863567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1863569.375000 Penalty: 4716.261230
	Iteration 91Q: 3 clusters Score -1863569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1863569.250000 Penalty: 4716.261230
	Iteration 92Q: 3 clusters Score -1863569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1863572.875000 Penalty: 4716.261230
	Iteration 93Q: 3 clusters Score -1863573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1863574.125000 Penalty: 4716.261230
	Iteration 94Q: 3 clusters Score -1863574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1863582.000000 Penalty: 4716.261230
	Iteration 95Q: 3 clusters Score -1863582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1863582.750000 Penalty: 4716.261230
	Iteration 96Q: 3 clusters Score -1863583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1863584.375000 Penalty: 4716.261230
	Iteration 97Q: 3 clusters Score -1863584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1863582.125000 Penalty: 4716.261230
	Iteration 98Q: 3 clusters Score -1863582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1863582.125000 Penalty: 4716.261230
	Iteration 99Q: 3 clusters Score -1863582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1863580.375000 Penalty: 4716.261230
	Iteration 100F: 3 clusters Score -1863580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Entering Unmasked Estep 
Score: -14507437.000000 Penalty: 2872.447998
	Iteration 0F: 2 clusters Score -1.450744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -14435685.000000 Penalty: 5744.895996
	Iteration 0F: 3 clusters Score -1.443568e+07 nChanged 50877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -14464390.000000 Penalty: 5744.895996
	Iteration 1F: 3 clusters Score -1.446439e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -14465048.000000 Penalty: 5744.895996
	Iteration 2Q: 3 clusters Score -1.446505e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -14465778.000000 Penalty: 5744.895996
	Iteration 3Q: 3 clusters Score -1.446578e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -14466627.000000 Penalty: 5744.895996
	Iteration 4Q: 3 clusters Score -1.446663e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -14467897.000000 Penalty: 5744.895996
	Iteration 5Q: 3 clusters Score -1.44679e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -14469758.000000 Penalty: 5744.895996
	Iteration 6Q: 3 clusters Score -1.446976e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -14472979.000000 Penalty: 5744.895996
	Iteration 7F: 3 clusters Score -1.447298e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -14477927.000000 Penalty: 5744.895996
	Iteration 8F: 3 clusters Score -1.447793e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -14484760.000000 Penalty: 5744.895996
	Iteration 9F: 3 clusters Score -1.448476e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -14492057.000000 Penalty: 5744.895996
	Iteration 10F: 3 clusters Score -1.449206e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -14497838.000000 Penalty: 5744.895996
	Iteration 11F: 3 clusters Score -1.449784e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -14501412.000000 Penalty: 5744.895996
	Iteration 12Q: 3 clusters Score -1.450141e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14503117.000000 Penalty: 5744.895996
	Iteration 13Q: 3 clusters Score -1.450312e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -14503950.000000 Penalty: 5744.895996
	Iteration 14Q: 3 clusters Score -1.450395e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14504320.000000 Penalty: 5744.895996
	Iteration 15Q: 3 clusters Score -1.450432e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14504506.000000 Penalty: 5744.895996
	Iteration 16Q: 3 clusters Score -1.450451e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14504638.000000 Penalty: 5744.895996
	Iteration 17Q: 3 clusters Score -1.450464e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14504724.000000 Penalty: 5744.895996
	Iteration 18Q: 3 clusters Score -1.450472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14504779.000000 Penalty: 5744.895996
	Iteration 19Q: 3 clusters Score -1.450478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14504828.000000 Penalty: 5744.895996
	Iteration 20F: 3 clusters Score -1.450483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14504836.000000 Penalty: 5744.895996
	Iteration 21Q: 3 clusters Score -1.450484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14504850.000000 Penalty: 5744.895996
	Iteration 22Q: 3 clusters Score -1.450485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14504845.000000 Penalty: 5744.895996
	Iteration 23Q: 3 clusters Score -1.450484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14504848.000000 Penalty: 5744.895996
	Iteration 24Q: 3 clusters Score -1.450485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14504876.000000 Penalty: 5744.895996
	Iteration 25Q: 3 clusters Score -1.450488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14504882.000000 Penalty: 5744.895996
	Iteration 26Q: 3 clusters Score -1.450488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14504873.000000 Penalty: 5744.895996
	Iteration 27Q: 3 clusters Score -1.450487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14504896.000000 Penalty: 5744.895996
	Iteration 28Q: 3 clusters Score -1.45049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14504898.000000 Penalty: 5744.895996
	Iteration 29Q: 3 clusters Score -1.45049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14504900.000000 Penalty: 5744.895996
	Iteration 30Q: 3 clusters Score -1.45049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14504900.000000 Penalty: 5744.895996
	Iteration 31Q: 3 clusters Score -1.45049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14504900.000000 Penalty: 5744.895996
	Iteration 32F: 3 clusters Score -1.45049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -1028701.937500 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -1028702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1022573.812500 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -1022574 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1024107.750000 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -1024108 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1024367.500000 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -1024368 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1024555.937500 Penalty: 4427.947754
	Iteration 3F: 3 clusters Score -1024556 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1024708.187500 Penalty: 4427.947754
	Iteration 4Q: 3 clusters Score -1024708 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1024827.750000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -1024828 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1024924.312500 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -1024924 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1025019.625000 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -1025020 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1025109.625000 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -1025110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1025185.250000 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -1025185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1025248.437500 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -1025248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1025318.062500 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -1025318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1025396.750000 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -1025397 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1025468.125000 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -1025468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1025553.000000 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -1025553 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1025647.875000 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -1025648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1025760.250000 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -1025760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1025889.250000 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -1025889 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1026035.062500 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -1026035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1026174.750000 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -1026175 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1026280.062500 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -1026280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1026367.250000 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -1026367 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1026452.375000 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -1026452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1026512.875000 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -1026513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1026548.750000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -1026549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1026581.312500 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -1026581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1026598.875000 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -1026599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1026611.812500 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -1026612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1026621.875000 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -1026622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1026630.500000 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -1026630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1026633.125000 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -1026633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1026636.875000 Penalty: 4427.947754
	Iteration 31Q: 3 clusters Score -1026637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1026639.062500 Penalty: 4427.947754
	Iteration 32Q: 3 clusters Score -1026639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1026641.562500 Penalty: 4427.947754
	Iteration 33Q: 3 clusters Score -1026642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1026646.875000 Penalty: 4427.947754
	Iteration 34Q: 3 clusters Score -1026647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1026646.000000 Penalty: 4427.947754
	Iteration 35Q: 3 clusters Score -1026646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1026649.687500 Penalty: 4427.947754
	Iteration 36Q: 3 clusters Score -1026650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1026652.500000 Penalty: 4427.947754
	Iteration 37Q: 3 clusters Score -1026652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1026652.750000 Penalty: 4427.947754
	Iteration 38Q: 3 clusters Score -1026653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1026657.375000 Penalty: 4427.947754
	Iteration 39Q: 3 clusters Score -1026657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1026656.812500 Penalty: 4427.947754
	Iteration 40F: 3 clusters Score -1026657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1026656.562500 Penalty: 4427.947754
	Iteration 41Q: 3 clusters Score -1026657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1026657.500000 Penalty: 4427.947754
	Iteration 42Q: 3 clusters Score -1026658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1026657.062500 Penalty: 4427.947754
	Iteration 43Q: 3 clusters Score -1026657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1026657.062500 Penalty: 4427.947754
	Iteration 44F: 3 clusters Score -1026657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (206565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206565 members 
Entering Unmasked Estep 
Score: -28289450.000000 Penalty: 3035.115967
	Iteration 0F: 2 clusters Score -2.828945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 103113 members 
Entering Unmasked Estep 
Score: -28161610.000000 Penalty: 6070.231934
	Iteration 0F: 3 clusters Score -2.816161e+07 nChanged 99373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -28218870.000000 Penalty: 6070.231934
	Iteration 1F: 3 clusters Score -2.821887e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -28219714.000000 Penalty: 6070.231934
	Iteration 2Q: 3 clusters Score -2.821971e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -28221036.000000 Penalty: 6070.231934
	Iteration 3Q: 3 clusters Score -2.822104e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -28222568.000000 Penalty: 6070.231934
	Iteration 4Q: 3 clusters Score -2.822257e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -28225332.000000 Penalty: 6070.231934
	Iteration 5Q: 3 clusters Score -2.822533e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129262 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -28230278.000000 Penalty: 6070.231934
	Iteration 6Q: 3 clusters Score -2.823028e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142075 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -28238776.000000 Penalty: 6070.231934
	Iteration 7F: 3 clusters Score -2.823878e+07 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -28251924.000000 Penalty: 6070.231934
	Iteration 8F: 3 clusters Score -2.825192e+07 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -28265360.000000 Penalty: 6070.231934
	Iteration 9F: 3 clusters Score -2.826536e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -28274542.000000 Penalty: 6070.231934
	Iteration 10F: 3 clusters Score -2.827454e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195463 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -28279628.000000 Penalty: 6070.231934
	Iteration 11Q: 3 clusters Score -2.827963e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199739 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -28282452.000000 Penalty: 6070.231934
	Iteration 12Q: 3 clusters Score -2.828245e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202157 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -28284128.000000 Penalty: 6070.231934
	Iteration 13Q: 3 clusters Score -2.828413e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203600 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -28285108.000000 Penalty: 6070.231934
	Iteration 14Q: 3 clusters Score -2.828511e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28285628.000000 Penalty: 6070.231934
	Iteration 15Q: 3 clusters Score -2.828563e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -28285968.000000 Penalty: 6070.231934
	Iteration 16Q: 3 clusters Score -2.828597e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205226 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -28286206.000000 Penalty: 6070.231934
	Iteration 17Q: 3 clusters Score -2.828621e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205432 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28286350.000000 Penalty: 6070.231934
	Iteration 18Q: 3 clusters Score -2.828635e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205556 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -28286486.000000 Penalty: 6070.231934
	Iteration 19Q: 3 clusters Score -2.828649e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -28286584.000000 Penalty: 6070.231934
	Iteration 20F: 3 clusters Score -2.828658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205690 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -28286662.000000 Penalty: 6070.231934
	Iteration 21Q: 3 clusters Score -2.828666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205720 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -28286658.000000 Penalty: 6070.231934
	Iteration 22Q: 3 clusters Score -2.828666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -28286652.000000 Penalty: 6070.231934
	Iteration 23Q: 3 clusters Score -2.828665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205761 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -28286678.000000 Penalty: 6070.231934
	Iteration 24Q: 3 clusters Score -2.828668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205768 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -28286676.000000 Penalty: 6070.231934
	Iteration 25Q: 3 clusters Score -2.828668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205773 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -28286694.000000 Penalty: 6070.231934
	Iteration 26Q: 3 clusters Score -2.828669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205779 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -28286730.000000 Penalty: 6070.231934
	Iteration 27Q: 3 clusters Score -2.828673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205786 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -28286712.000000 Penalty: 6070.231934
	Iteration 28Q: 3 clusters Score -2.828671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205793 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -28286728.000000 Penalty: 6070.231934
	Iteration 29Q: 3 clusters Score -2.828673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205797 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -28286722.000000 Penalty: 6070.231934
	Iteration 30Q: 3 clusters Score -2.828672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205797 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -28286726.000000 Penalty: 6070.231934
	Iteration 31Q: 3 clusters Score -2.828673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -28286726.000000 Penalty: 6070.231934
	Iteration 32Q: 3 clusters Score -2.828673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -28286726.000000 Penalty: 6070.231934
	Iteration 33F: 3 clusters Score -2.828673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -157771.875000 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -157771.9 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 587 members 
Entering Unmasked Estep 
Score: -155700.640625 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -155700.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -156062.406250 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -156062.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156163.921875 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -156163.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156220.078125 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -156220.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156245.609375 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -156245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -156256.562500 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -156256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -156267.343750 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -156267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -156275.953125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -156276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156280.750000 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -156280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156285.171875 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -156285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156287.968750 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -156288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156290.875000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -156290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156291.828125 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -156291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156292.718750 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -156292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156295.062500 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -156295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156297.546875 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -156297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -156301.171875 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -156301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -156306.718750 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -156306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -156314.265625 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -156314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -156317.187500 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -156317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156322.562500 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -156322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -156328.046875 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -156328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -156332.328125 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -156332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156334.750000 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -156334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156335.531250 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -156335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -156336.859375 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -156336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -156336.859375 Penalty: 3498.578369
	Iteration 26F: 3 clusters Score -156336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Entering Unmasked Estep 
Score: -12622431.000000 Penalty: 2835.326172
	Iteration 0F: 2 clusters Score -1.262243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -12560517.000000 Penalty: 5670.652344
	Iteration 0F: 3 clusters Score -1.256052e+07 nChanged 43605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -12585183.000000 Penalty: 5670.652344
	Iteration 1F: 3 clusters Score -1.258518e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -12586004.000000 Penalty: 5670.652344
	Iteration 2Q: 3 clusters Score -1.2586e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -12587062.000000 Penalty: 5670.652344
	Iteration 3Q: 3 clusters Score -1.258706e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -12588463.000000 Penalty: 5670.652344
	Iteration 4Q: 3 clusters Score -1.258846e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -12590400.000000 Penalty: 5670.652344
	Iteration 5Q: 3 clusters Score -1.25904e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -12593072.000000 Penalty: 5670.652344
	Iteration 6F: 3 clusters Score -1.259307e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -12596505.000000 Penalty: 5670.652344
	Iteration 7F: 3 clusters Score -1.25965e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -12600763.000000 Penalty: 5670.652344
	Iteration 8F: 3 clusters Score -1.260076e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -12605570.000000 Penalty: 5670.652344
	Iteration 9F: 3 clusters Score -1.260557e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -12609539.000000 Penalty: 5670.652344
	Iteration 10F: 3 clusters Score -1.260954e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -12612142.000000 Penalty: 5670.652344
	Iteration 11Q: 3 clusters Score -1.261214e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -12613648.000000 Penalty: 5670.652344
	Iteration 12Q: 3 clusters Score -1.261365e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -12614653.000000 Penalty: 5670.652344
	Iteration 13Q: 3 clusters Score -1.261465e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -12615368.000000 Penalty: 5670.652344
	Iteration 14Q: 3 clusters Score -1.261537e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -12616001.000000 Penalty: 5670.652344
	Iteration 15Q: 3 clusters Score -1.2616e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -12616614.000000 Penalty: 5670.652344
	Iteration 16Q: 3 clusters Score -1.261661e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -12617246.000000 Penalty: 5670.652344
	Iteration 17Q: 3 clusters Score -1.261725e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -12617740.000000 Penalty: 5670.652344
	Iteration 18Q: 3 clusters Score -1.261774e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -12618164.000000 Penalty: 5670.652344
	Iteration 19Q: 3 clusters Score -1.261816e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -12618587.000000 Penalty: 5670.652344
	Iteration 20F: 3 clusters Score -1.261859e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -12618866.000000 Penalty: 5670.652344
	Iteration 21Q: 3 clusters Score -1.261887e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -12619132.000000 Penalty: 5670.652344
	Iteration 22Q: 3 clusters Score -1.261913e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -12619335.000000 Penalty: 5670.652344
	Iteration 23Q: 3 clusters Score -1.261934e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -12619519.000000 Penalty: 5670.652344
	Iteration 24Q: 3 clusters Score -1.261952e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -12619684.000000 Penalty: 5670.652344
	Iteration 25Q: 3 clusters Score -1.261968e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12619798.000000 Penalty: 5670.652344
	Iteration 26Q: 3 clusters Score -1.26198e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -12619840.000000 Penalty: 5670.652344
	Iteration 27Q: 3 clusters Score -1.261984e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -12619909.000000 Penalty: 5670.652344
	Iteration 28Q: 3 clusters Score -1.261991e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -12619980.000000 Penalty: 5670.652344
	Iteration 29Q: 3 clusters Score -1.261998e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -12620025.000000 Penalty: 5670.652344
	Iteration 30Q: 3 clusters Score -1.262002e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -12620073.000000 Penalty: 5670.652344
	Iteration 31Q: 3 clusters Score -1.262007e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -12620090.000000 Penalty: 5670.652344
	Iteration 32Q: 3 clusters Score -1.262009e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 90695 members 
Entering Unmasked Estep 
Score: -12620101.000000 Penalty: 5670.652344
	Iteration 33Q: 3 clusters Score -1.26201e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -12620129.000000 Penalty: 5670.652344
	Iteration 34Q: 3 clusters Score -1.262013e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -12620157.000000 Penalty: 5670.652344
	Iteration 35Q: 3 clusters Score -1.262016e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -12620159.000000 Penalty: 5670.652344
	Iteration 36Q: 3 clusters Score -1.262016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -12620157.000000 Penalty: 5670.652344
	Iteration 37Q: 3 clusters Score -1.262016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -12620164.000000 Penalty: 5670.652344
	Iteration 38Q: 3 clusters Score -1.262016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -12620179.000000 Penalty: 5670.652344
	Iteration 39Q: 3 clusters Score -1.262018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -12620187.000000 Penalty: 5670.652344
	Iteration 40F: 3 clusters Score -1.262019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -12620183.000000 Penalty: 5670.652344
	Iteration 41Q: 3 clusters Score -1.262018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -12620189.000000 Penalty: 5670.652344
	Iteration 42Q: 3 clusters Score -1.262019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -12620177.000000 Penalty: 5670.652344
	Iteration 43Q: 3 clusters Score -1.262018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -12620200.000000 Penalty: 5670.652344
	Iteration 44Q: 3 clusters Score -1.26202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -12620203.000000 Penalty: 5670.652344
	Iteration 45Q: 3 clusters Score -1.26202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -12620202.000000 Penalty: 5670.652344
	Iteration 46Q: 3 clusters Score -1.26202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -12620213.000000 Penalty: 5670.652344
	Iteration 47Q: 3 clusters Score -1.262021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -12620208.000000 Penalty: 5670.652344
	Iteration 48Q: 3 clusters Score -1.262021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -12620209.000000 Penalty: 5670.652344
	Iteration 49Q: 3 clusters Score -1.262021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12620220.000000 Penalty: 5670.652344
	Iteration 50Q: 3 clusters Score -1.262022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -12620228.000000 Penalty: 5670.652344
	Iteration 51Q: 3 clusters Score -1.262023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -12620232.000000 Penalty: 5670.652344
	Iteration 52Q: 3 clusters Score -1.262023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -12620241.000000 Penalty: 5670.652344
	Iteration 53Q: 3 clusters Score -1.262024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -12620240.000000 Penalty: 5670.652344
	Iteration 54Q: 3 clusters Score -1.262024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -12620249.000000 Penalty: 5670.652344
	Iteration 55Q: 3 clusters Score -1.262025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -12620242.000000 Penalty: 5670.652344
	Iteration 56Q: 3 clusters Score -1.262024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -12620239.000000 Penalty: 5670.652344
	Iteration 57Q: 3 clusters Score -1.262024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -12620245.000000 Penalty: 5670.652344
	Iteration 58Q: 3 clusters Score -1.262024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -12620236.000000 Penalty: 5670.652344
	Iteration 59Q: 3 clusters Score -1.262024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -12620221.000000 Penalty: 5670.652344
	Iteration 60F: 3 clusters Score -1.262022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -12620230.000000 Penalty: 5670.652344
	Iteration 61Q: 3 clusters Score -1.262023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -12620218.000000 Penalty: 5670.652344
	Iteration 62Q: 3 clusters Score -1.262022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -12620216.000000 Penalty: 5670.652344
	Iteration 63Q: 3 clusters Score -1.262022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -12620232.000000 Penalty: 5670.652344
	Iteration 64Q: 3 clusters Score -1.262023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12620232.000000 Penalty: 5670.652344
	Iteration 65Q: 3 clusters Score -1.262023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -12620238.000000 Penalty: 5670.652344
	Iteration 66Q: 3 clusters Score -1.262024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -12620239.000000 Penalty: 5670.652344
	Iteration 67Q: 3 clusters Score -1.262024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -12620243.000000 Penalty: 5670.652344
	Iteration 68Q: 3 clusters Score -1.262024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12620238.000000 Penalty: 5670.652344
	Iteration 69Q: 3 clusters Score -1.262024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -12620238.000000 Penalty: 5670.652344
	Iteration 70Q: 3 clusters Score -1.262024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12620234.000000 Penalty: 5670.652344
	Iteration 71Q: 3 clusters Score -1.262023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12620234.000000 Penalty: 5670.652344
	Iteration 72F: 3 clusters Score -1.262023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Entering Unmasked Estep 
Score: -9880677.000000 Penalty: 2780.072021
	Iteration 0F: 2 clusters Score -9880677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -9831348.000000 Penalty: 5560.144043
	Iteration 0F: 3 clusters Score -9831348 nChanged 34639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9850802.000000 Penalty: 5560.144043
	Iteration 1F: 3 clusters Score -9850802 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -9851495.000000 Penalty: 5560.144043
	Iteration 2Q: 3 clusters Score -9851495 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -9852348.000000 Penalty: 5560.144043
	Iteration 3Q: 3 clusters Score -9852348 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -9853415.000000 Penalty: 5560.144043
	Iteration 4Q: 3 clusters Score -9853415 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -9854722.000000 Penalty: 5560.144043
	Iteration 5Q: 3 clusters Score -9854722 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -9856289.000000 Penalty: 5560.144043
	Iteration 6Q: 3 clusters Score -9856289 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -9858094.000000 Penalty: 5560.144043
	Iteration 7Q: 3 clusters Score -9858094 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -9859973.000000 Penalty: 5560.144043
	Iteration 8Q: 3 clusters Score -9859973 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -9862096.000000 Penalty: 5560.144043
	Iteration 9Q: 3 clusters Score -9862096 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -9864327.000000 Penalty: 5560.144043
	Iteration 10F: 3 clusters Score -9864327 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -9866171.000000 Penalty: 5560.144043
	Iteration 11Q: 3 clusters Score -9866171 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -9867415.000000 Penalty: 5560.144043
	Iteration 12Q: 3 clusters Score -9867415 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9868147.000000 Penalty: 5560.144043
	Iteration 13Q: 3 clusters Score -9868147 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -9868612.000000 Penalty: 5560.144043
	Iteration 14Q: 3 clusters Score -9868612 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9868915.000000 Penalty: 5560.144043
	Iteration 15Q: 3 clusters Score -9868915 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -9869160.000000 Penalty: 5560.144043
	Iteration 16Q: 3 clusters Score -9869160 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -9869362.000000 Penalty: 5560.144043
	Iteration 17Q: 3 clusters Score -9869362 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -9869515.000000 Penalty: 5560.144043
	Iteration 18Q: 3 clusters Score -9869515 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -9869755.000000 Penalty: 5560.144043
	Iteration 19Q: 3 clusters Score -9869755 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -9870049.000000 Penalty: 5560.144043
	Iteration 20F: 3 clusters Score -9870049 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -9870245.000000 Penalty: 5560.144043
	Iteration 21Q: 3 clusters Score -9870245 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -9870476.000000 Penalty: 5560.144043
	Iteration 22Q: 3 clusters Score -9870476 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -9870796.000000 Penalty: 5560.144043
	Iteration 23Q: 3 clusters Score -9870796 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -9871147.000000 Penalty: 5560.144043
	Iteration 24Q: 3 clusters Score -9871147 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -9871517.000000 Penalty: 5560.144043
	Iteration 25Q: 3 clusters Score -9871517 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -9871891.000000 Penalty: 5560.144043
	Iteration 26Q: 3 clusters Score -9871891 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -9872307.000000 Penalty: 5560.144043
	Iteration 27Q: 3 clusters Score -9872307 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -9872689.000000 Penalty: 5560.144043
	Iteration 28Q: 3 clusters Score -9872689 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -9873169.000000 Penalty: 5560.144043
	Iteration 29Q: 3 clusters Score -9873169 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -9873567.000000 Penalty: 5560.144043
	Iteration 30Q: 3 clusters Score -9873567 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -9873988.000000 Penalty: 5560.144043
	Iteration 31Q: 3 clusters Score -9873988 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -9874438.000000 Penalty: 5560.144043
	Iteration 32Q: 3 clusters Score -9874438 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -9874935.000000 Penalty: 5560.144043
	Iteration 33Q: 3 clusters Score -9874935 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -9875355.000000 Penalty: 5560.144043
	Iteration 34Q: 3 clusters Score -9875355 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -9875811.000000 Penalty: 5560.144043
	Iteration 35Q: 3 clusters Score -9875811 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9876287.000000 Penalty: 5560.144043
	Iteration 36Q: 3 clusters Score -9876287 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9876670.000000 Penalty: 5560.144043
	Iteration 37Q: 3 clusters Score -9876670 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9877053.000000 Penalty: 5560.144043
	Iteration 38Q: 3 clusters Score -9877053 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9877331.000000 Penalty: 5560.144043
	Iteration 39Q: 3 clusters Score -9877331 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9877537.000000 Penalty: 5560.144043
	Iteration 40F: 3 clusters Score -9877537 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9877750.000000 Penalty: 5560.144043
	Iteration 41Q: 3 clusters Score -9877750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9877842.000000 Penalty: 5560.144043
	Iteration 42Q: 3 clusters Score -9877842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9877917.000000 Penalty: 5560.144043
	Iteration 43Q: 3 clusters Score -9877917 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9877994.000000 Penalty: 5560.144043
	Iteration 44Q: 3 clusters Score -9877994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9878072.000000 Penalty: 5560.144043
	Iteration 45Q: 3 clusters Score -9878072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9878109.000000 Penalty: 5560.144043
	Iteration 46Q: 3 clusters Score -9878109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9878158.000000 Penalty: 5560.144043
	Iteration 47Q: 3 clusters Score -9878158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9878168.000000 Penalty: 5560.144043
	Iteration 48Q: 3 clusters Score -9878168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9878182.000000 Penalty: 5560.144043
	Iteration 49Q: 3 clusters Score -9878182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9878186.000000 Penalty: 5560.144043
	Iteration 50Q: 3 clusters Score -9878186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9878202.000000 Penalty: 5560.144043
	Iteration 51Q: 3 clusters Score -9878202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9878231.000000 Penalty: 5560.144043
	Iteration 52Q: 3 clusters Score -9878231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9878238.000000 Penalty: 5560.144043
	Iteration 53Q: 3 clusters Score -9878238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9878252.000000 Penalty: 5560.144043
	Iteration 54Q: 3 clusters Score -9878252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9878260.000000 Penalty: 5560.144043
	Iteration 55Q: 3 clusters Score -9878260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9878267.000000 Penalty: 5560.144043
	Iteration 56Q: 3 clusters Score -9878267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9878270.000000 Penalty: 5560.144043
	Iteration 57Q: 3 clusters Score -9878270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9878273.000000 Penalty: 5560.144043
	Iteration 58Q: 3 clusters Score -9878273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9878272.000000 Penalty: 5560.144043
	Iteration 59Q: 3 clusters Score -9878272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9878276.000000 Penalty: 5560.144043
	Iteration 60F: 3 clusters Score -9878276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Entering Unmasked Estep 
Score: -4512345.500000 Penalty: 2584.097656
	Iteration 0F: 2 clusters Score -4512346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4489601.500000 Penalty: 5168.195312
	Iteration 0F: 3 clusters Score -4489602 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4497876.500000 Penalty: 5168.195312
	Iteration 1F: 3 clusters Score -4497876 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4498493.000000 Penalty: 5168.195312
	Iteration 2Q: 3 clusters Score -4498493 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4499178.500000 Penalty: 5168.195312
	Iteration 3Q: 3 clusters Score -4499178 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4499882.500000 Penalty: 5168.195312
	Iteration 4Q: 3 clusters Score -4499882 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4500729.000000 Penalty: 5168.195312
	Iteration 5Q: 3 clusters Score -4500729 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -4501608.500000 Penalty: 5168.195312
	Iteration 6Q: 3 clusters Score -4501608 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4502514.000000 Penalty: 5168.195312
	Iteration 7Q: 3 clusters Score -4502514 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4503409.000000 Penalty: 5168.195312
	Iteration 8Q: 3 clusters Score -4503409 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4504215.000000 Penalty: 5168.195312
	Iteration 9Q: 3 clusters Score -4504215 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4505018.000000 Penalty: 5168.195312
	Iteration 10Q: 3 clusters Score -4505018 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4505686.500000 Penalty: 5168.195312
	Iteration 11Q: 3 clusters Score -4505686 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -4506279.500000 Penalty: 5168.195312
	Iteration 12Q: 3 clusters Score -4506280 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4506781.500000 Penalty: 5168.195312
	Iteration 13Q: 3 clusters Score -4506782 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4507189.500000 Penalty: 5168.195312
	Iteration 14Q: 3 clusters Score -4507190 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4507573.500000 Penalty: 5168.195312
	Iteration 15Q: 3 clusters Score -4507574 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4507979.000000 Penalty: 5168.195312
	Iteration 16Q: 3 clusters Score -4507979 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4508315.500000 Penalty: 5168.195312
	Iteration 17Q: 3 clusters Score -4508316 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4508597.000000 Penalty: 5168.195312
	Iteration 18Q: 3 clusters Score -4508597 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4508878.500000 Penalty: 5168.195312
	Iteration 19Q: 3 clusters Score -4508878 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4509085.000000 Penalty: 5168.195312
	Iteration 20F: 3 clusters Score -4509085 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4509227.500000 Penalty: 5168.195312
	Iteration 21Q: 3 clusters Score -4509228 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4509374.500000 Penalty: 5168.195312
	Iteration 22Q: 3 clusters Score -4509374 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4509496.500000 Penalty: 5168.195312
	Iteration 23Q: 3 clusters Score -4509496 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4509604.500000 Penalty: 5168.195312
	Iteration 24Q: 3 clusters Score -4509604 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4509703.500000 Penalty: 5168.195312
	Iteration 25Q: 3 clusters Score -4509704 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4509783.000000 Penalty: 5168.195312
	Iteration 26Q: 3 clusters Score -4509783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4509855.500000 Penalty: 5168.195312
	Iteration 27Q: 3 clusters Score -4509856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4509927.000000 Penalty: 5168.195312
	Iteration 28Q: 3 clusters Score -4509927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4509979.000000 Penalty: 5168.195312
	Iteration 29Q: 3 clusters Score -4509979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4510009.500000 Penalty: 5168.195312
	Iteration 30Q: 3 clusters Score -4510010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4510027.000000 Penalty: 5168.195312
	Iteration 31Q: 3 clusters Score -4510027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4510047.500000 Penalty: 5168.195312
	Iteration 32Q: 3 clusters Score -4510048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4510051.000000 Penalty: 5168.195312
	Iteration 33Q: 3 clusters Score -4510051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4510060.500000 Penalty: 5168.195312
	Iteration 34Q: 3 clusters Score -4510060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4510077.500000 Penalty: 5168.195312
	Iteration 35Q: 3 clusters Score -4510078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4510086.500000 Penalty: 5168.195312
	Iteration 36Q: 3 clusters Score -4510086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4510095.500000 Penalty: 5168.195312
	Iteration 37Q: 3 clusters Score -4510096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4510100.000000 Penalty: 5168.195312
	Iteration 38Q: 3 clusters Score -4510100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4510104.500000 Penalty: 5168.195312
	Iteration 39Q: 3 clusters Score -4510104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4510109.500000 Penalty: 5168.195312
	Iteration 40F: 3 clusters Score -4510110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4510120.000000 Penalty: 5168.195312
	Iteration 41Q: 3 clusters Score -4510120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4510125.500000 Penalty: 5168.195312
	Iteration 42Q: 3 clusters Score -4510126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4510130.500000 Penalty: 5168.195312
	Iteration 43Q: 3 clusters Score -4510130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4510134.000000 Penalty: 5168.195312
	Iteration 44Q: 3 clusters Score -4510134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4510130.500000 Penalty: 5168.195312
	Iteration 45Q: 3 clusters Score -4510130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4510135.500000 Penalty: 5168.195312
	Iteration 46Q: 3 clusters Score -4510136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4510135.000000 Penalty: 5168.195312
	Iteration 47Q: 3 clusters Score -4510135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4510136.500000 Penalty: 5168.195312
	Iteration 48Q: 3 clusters Score -4510136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4510133.000000 Penalty: 5168.195312
	Iteration 49Q: 3 clusters Score -4510133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4510145.500000 Penalty: 5168.195312
	Iteration 50Q: 3 clusters Score -4510146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4510145.000000 Penalty: 5168.195312
	Iteration 51Q: 3 clusters Score -4510145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4510155.500000 Penalty: 5168.195312
	Iteration 52Q: 3 clusters Score -4510156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4510154.000000 Penalty: 5168.195312
	Iteration 53Q: 3 clusters Score -4510154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4510160.500000 Penalty: 5168.195312
	Iteration 54Q: 3 clusters Score -4510160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4510160.500000 Penalty: 5168.195312
	Iteration 55Q: 3 clusters Score -4510160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4510167.500000 Penalty: 5168.195312
	Iteration 56Q: 3 clusters Score -4510168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4510171.500000 Penalty: 5168.195312
	Iteration 57Q: 3 clusters Score -4510172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4510165.000000 Penalty: 5168.195312
	Iteration 58Q: 3 clusters Score -4510165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4510172.500000 Penalty: 5168.195312
	Iteration 59Q: 3 clusters Score -4510172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4510183.500000 Penalty: 5168.195312
	Iteration 60F: 3 clusters Score -4510184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4510189.500000 Penalty: 5168.195312
	Iteration 61Q: 3 clusters Score -4510190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4510197.500000 Penalty: 5168.195312
	Iteration 62Q: 3 clusters Score -4510198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4510199.500000 Penalty: 5168.195312
	Iteration 63Q: 3 clusters Score -4510200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4510201.000000 Penalty: 5168.195312
	Iteration 64Q: 3 clusters Score -4510201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4510203.000000 Penalty: 5168.195312
	Iteration 65Q: 3 clusters Score -4510203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4510200.500000 Penalty: 5168.195312
	Iteration 66Q: 3 clusters Score -4510200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4510201.000000 Penalty: 5168.195312
	Iteration 67Q: 3 clusters Score -4510201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4510202.500000 Penalty: 5168.195312
	Iteration 68Q: 3 clusters Score -4510202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4510204.500000 Penalty: 5168.195312
	Iteration 69Q: 3 clusters Score -4510204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4510205.500000 Penalty: 5168.195312
	Iteration 70Q: 3 clusters Score -4510206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4510203.000000 Penalty: 5168.195312
	Iteration 71Q: 3 clusters Score -4510203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4510202.500000 Penalty: 5168.195312
	Iteration 72Q: 3 clusters Score -4510202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4510201.500000 Penalty: 5168.195312
	Iteration 73Q: 3 clusters Score -4510202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4510200.500000 Penalty: 5168.195312
	Iteration 74Q: 3 clusters Score -4510200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4510204.500000 Penalty: 5168.195312
	Iteration 75Q: 3 clusters Score -4510204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4510207.000000 Penalty: 5168.195312
	Iteration 76Q: 3 clusters Score -4510207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4510205.000000 Penalty: 5168.195312
	Iteration 77Q: 3 clusters Score -4510205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4510210.500000 Penalty: 5168.195312
	Iteration 78Q: 3 clusters Score -4510210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4510209.000000 Penalty: 5168.195312
	Iteration 79Q: 3 clusters Score -4510209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4510211.500000 Penalty: 5168.195312
	Iteration 80F: 3 clusters Score -4510212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Entering Unmasked Estep 
Score: -2261512.250000 Penalty: 2428.733887
	Iteration 0F: 2 clusters Score -2261512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2248730.500000 Penalty: 4857.467773
	Iteration 0F: 3 clusters Score -2248730 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2253233.750000 Penalty: 4857.467773
	Iteration 1F: 3 clusters Score -2253234 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2254177.750000 Penalty: 4857.467773
	Iteration 2F: 3 clusters Score -2254178 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2255293.000000 Penalty: 4857.467773
	Iteration 3F: 3 clusters Score -2255293 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2256363.250000 Penalty: 4857.467773
	Iteration 4F: 3 clusters Score -2256363 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2257300.250000 Penalty: 4857.467773
	Iteration 5F: 3 clusters Score -2257300 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2258123.000000 Penalty: 4857.467773
	Iteration 6F: 3 clusters Score -2258123 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2258841.500000 Penalty: 4857.467773
	Iteration 7F: 3 clusters Score -2258842 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2259346.750000 Penalty: 4857.467773
	Iteration 8Q: 3 clusters Score -2259347 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2259674.500000 Penalty: 4857.467773
	Iteration 9Q: 3 clusters Score -2259674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2259850.000000 Penalty: 4857.467773
	Iteration 10Q: 3 clusters Score -2259850 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2259974.750000 Penalty: 4857.467773
	Iteration 11Q: 3 clusters Score -2259975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2260061.500000 Penalty: 4857.467773
	Iteration 12Q: 3 clusters Score -2260062 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2260117.250000 Penalty: 4857.467773
	Iteration 13Q: 3 clusters Score -2260117 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2260165.500000 Penalty: 4857.467773
	Iteration 14Q: 3 clusters Score -2260166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2260206.500000 Penalty: 4857.467773
	Iteration 15Q: 3 clusters Score -2260206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2260241.250000 Penalty: 4857.467773
	Iteration 16Q: 3 clusters Score -2260241 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2260266.750000 Penalty: 4857.467773
	Iteration 17Q: 3 clusters Score -2260267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2260287.750000 Penalty: 4857.467773
	Iteration 18Q: 3 clusters Score -2260288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2260308.250000 Penalty: 4857.467773
	Iteration 19Q: 3 clusters Score -2260308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2260317.500000 Penalty: 4857.467773
	Iteration 20F: 3 clusters Score -2260318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2260336.250000 Penalty: 4857.467773
	Iteration 21Q: 3 clusters Score -2260336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2260349.750000 Penalty: 4857.467773
	Iteration 22Q: 3 clusters Score -2260350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2260353.250000 Penalty: 4857.467773
	Iteration 23Q: 3 clusters Score -2260353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2260359.750000 Penalty: 4857.467773
	Iteration 24Q: 3 clusters Score -2260360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2260370.250000 Penalty: 4857.467773
	Iteration 25Q: 3 clusters Score -2260370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2260374.500000 Penalty: 4857.467773
	Iteration 26Q: 3 clusters Score -2260374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2260385.000000 Penalty: 4857.467773
	Iteration 27Q: 3 clusters Score -2260385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2260398.750000 Penalty: 4857.467773
	Iteration 28Q: 3 clusters Score -2260399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2260413.250000 Penalty: 4857.467773
	Iteration 29Q: 3 clusters Score -2260413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2260423.250000 Penalty: 4857.467773
	Iteration 30Q: 3 clusters Score -2260423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2260440.000000 Penalty: 4857.467773
	Iteration 31Q: 3 clusters Score -2260440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2260451.500000 Penalty: 4857.467773
	Iteration 32Q: 3 clusters Score -2260452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2260456.500000 Penalty: 4857.467773
	Iteration 33Q: 3 clusters Score -2260456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2260461.750000 Penalty: 4857.467773
	Iteration 34Q: 3 clusters Score -2260462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2260476.500000 Penalty: 4857.467773
	Iteration 35Q: 3 clusters Score -2260476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2260480.500000 Penalty: 4857.467773
	Iteration 36Q: 3 clusters Score -2260480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2260492.500000 Penalty: 4857.467773
	Iteration 37Q: 3 clusters Score -2260492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2260497.500000 Penalty: 4857.467773
	Iteration 38Q: 3 clusters Score -2260498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2260503.750000 Penalty: 4857.467773
	Iteration 39Q: 3 clusters Score -2260504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2260512.250000 Penalty: 4857.467773
	Iteration 40F: 3 clusters Score -2260512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2260518.500000 Penalty: 4857.467773
	Iteration 41Q: 3 clusters Score -2260518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2260520.750000 Penalty: 4857.467773
	Iteration 42Q: 3 clusters Score -2260521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2260524.500000 Penalty: 4857.467773
	Iteration 43Q: 3 clusters Score -2260524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2260528.500000 Penalty: 4857.467773
	Iteration 44Q: 3 clusters Score -2260528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2260534.500000 Penalty: 4857.467773
	Iteration 45Q: 3 clusters Score -2260534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2260541.000000 Penalty: 4857.467773
	Iteration 46Q: 3 clusters Score -2260541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2260548.750000 Penalty: 4857.467773
	Iteration 47Q: 3 clusters Score -2260549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2260550.750000 Penalty: 4857.467773
	Iteration 48Q: 3 clusters Score -2260551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2260546.250000 Penalty: 4857.467773
	Iteration 49Q: 3 clusters Score -2260546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2260549.750000 Penalty: 4857.467773
	Iteration 50Q: 3 clusters Score -2260550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2260557.250000 Penalty: 4857.467773
	Iteration 51Q: 3 clusters Score -2260557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2260564.000000 Penalty: 4857.467773
	Iteration 52Q: 3 clusters Score -2260564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2260572.000000 Penalty: 4857.467773
	Iteration 53Q: 3 clusters Score -2260572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2260575.000000 Penalty: 4857.467773
	Iteration 54Q: 3 clusters Score -2260575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2260572.750000 Penalty: 4857.467773
	Iteration 55Q: 3 clusters Score -2260573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2260576.750000 Penalty: 4857.467773
	Iteration 56Q: 3 clusters Score -2260577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2260581.250000 Penalty: 4857.467773
	Iteration 57Q: 3 clusters Score -2260581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2260585.500000 Penalty: 4857.467773
	Iteration 58Q: 3 clusters Score -2260586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2260585.750000 Penalty: 4857.467773
	Iteration 59Q: 3 clusters Score -2260586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2260588.750000 Penalty: 4857.467773
	Iteration 60F: 3 clusters Score -2260589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2260591.000000 Penalty: 4857.467773
	Iteration 61Q: 3 clusters Score -2260591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2260594.750000 Penalty: 4857.467773
	Iteration 62Q: 3 clusters Score -2260595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2260603.250000 Penalty: 4857.467773
	Iteration 63Q: 3 clusters Score -2260603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2260608.000000 Penalty: 4857.467773
	Iteration 64Q: 3 clusters Score -2260608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2260614.750000 Penalty: 4857.467773
	Iteration 65Q: 3 clusters Score -2260615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2260623.250000 Penalty: 4857.467773
	Iteration 66Q: 3 clusters Score -2260623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2260625.750000 Penalty: 4857.467773
	Iteration 67Q: 3 clusters Score -2260626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2260638.250000 Penalty: 4857.467773
	Iteration 68Q: 3 clusters Score -2260638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2260653.000000 Penalty: 4857.467773
	Iteration 69Q: 3 clusters Score -2260653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2260662.500000 Penalty: 4857.467773
	Iteration 70Q: 3 clusters Score -2260662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2260680.750000 Penalty: 4857.467773
	Iteration 71Q: 3 clusters Score -2260681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2260684.000000 Penalty: 4857.467773
	Iteration 72Q: 3 clusters Score -2260684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2260697.250000 Penalty: 4857.467773
	Iteration 73Q: 3 clusters Score -2260697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2260706.750000 Penalty: 4857.467773
	Iteration 74Q: 3 clusters Score -2260707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2260712.000000 Penalty: 4857.467773
	Iteration 75Q: 3 clusters Score -2260712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2260720.000000 Penalty: 4857.467773
	Iteration 76Q: 3 clusters Score -2260720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2260723.250000 Penalty: 4857.467773
	Iteration 77Q: 3 clusters Score -2260723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2260729.000000 Penalty: 4857.467773
	Iteration 78Q: 3 clusters Score -2260729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2260735.750000 Penalty: 4857.467773
	Iteration 79Q: 3 clusters Score -2260736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2260737.000000 Penalty: 4857.467773
	Iteration 80F: 3 clusters Score -2260737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2260734.750000 Penalty: 4857.467773
	Iteration 81Q: 3 clusters Score -2260735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2260736.500000 Penalty: 4857.467773
	Iteration 82Q: 3 clusters Score -2260736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2260747.250000 Penalty: 4857.467773
	Iteration 83Q: 3 clusters Score -2260747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2260748.250000 Penalty: 4857.467773
	Iteration 84Q: 3 clusters Score -2260748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2260748.500000 Penalty: 4857.467773
	Iteration 85Q: 3 clusters Score -2260748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2260748.500000 Penalty: 4857.467773
	Iteration 86F: 3 clusters Score -2260748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -322209.906250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -322209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -319391.937500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -319391.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319910.093750 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -319910.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -320027.687500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -320027.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -320091.218750 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -320091.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -320130.750000 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -320130.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320155.750000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -320155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320170.125000 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -320170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -320177.781250 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -320177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320184.093750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -320184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320189.000000 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -320189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320193.593750 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -320193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -320197.343750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -320197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320198.593750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -320198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -320199.843750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -320199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320200.812500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -320200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320202.031250 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -320202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -320203.187500 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -320203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -320204.687500 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -320204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -320204.687500 Penalty: 3849.614258
	Iteration 18F: 3 clusters Score -320204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Entering Unmasked Estep 
Score: -2427147.000000 Penalty: 2426.103271
	Iteration 0F: 2 clusters Score -2427147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2414561.750000 Penalty: 4852.206543
	Iteration 0F: 3 clusters Score -2414562 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2418610.750000 Penalty: 4852.206543
	Iteration 1F: 3 clusters Score -2418611 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2419057.000000 Penalty: 4852.206543
	Iteration 2F: 3 clusters Score -2419057 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2419528.750000 Penalty: 4852.206543
	Iteration 3F: 3 clusters Score -2419529 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2420092.750000 Penalty: 4852.206543
	Iteration 4F: 3 clusters Score -2420093 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2420718.750000 Penalty: 4852.206543
	Iteration 5F: 3 clusters Score -2420719 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2421296.000000 Penalty: 4852.206543
	Iteration 6F: 3 clusters Score -2421296 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2421700.000000 Penalty: 4852.206543
	Iteration 7Q: 3 clusters Score -2421700 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2422056.250000 Penalty: 4852.206543
	Iteration 8Q: 3 clusters Score -2422056 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2422425.750000 Penalty: 4852.206543
	Iteration 9Q: 3 clusters Score -2422426 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2422857.500000 Penalty: 4852.206543
	Iteration 10Q: 3 clusters Score -2422858 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2423280.250000 Penalty: 4852.206543
	Iteration 11Q: 3 clusters Score -2423280 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2423695.500000 Penalty: 4852.206543
	Iteration 12Q: 3 clusters Score -2423696 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2424121.000000 Penalty: 4852.206543
	Iteration 13Q: 3 clusters Score -2424121 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2424503.750000 Penalty: 4852.206543
	Iteration 14Q: 3 clusters Score -2424504 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2424814.750000 Penalty: 4852.206543
	Iteration 15Q: 3 clusters Score -2424815 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2425032.250000 Penalty: 4852.206543
	Iteration 16Q: 3 clusters Score -2425032 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2425202.000000 Penalty: 4852.206543
	Iteration 17Q: 3 clusters Score -2425202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2425352.500000 Penalty: 4852.206543
	Iteration 18Q: 3 clusters Score -2425352 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2425476.250000 Penalty: 4852.206543
	Iteration 19Q: 3 clusters Score -2425476 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2425571.750000 Penalty: 4852.206543
	Iteration 20F: 3 clusters Score -2425572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2425650.000000 Penalty: 4852.206543
	Iteration 21Q: 3 clusters Score -2425650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2425699.250000 Penalty: 4852.206543
	Iteration 22Q: 3 clusters Score -2425699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2425748.000000 Penalty: 4852.206543
	Iteration 23Q: 3 clusters Score -2425748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2425781.500000 Penalty: 4852.206543
	Iteration 24Q: 3 clusters Score -2425782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2425797.250000 Penalty: 4852.206543
	Iteration 25Q: 3 clusters Score -2425797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2425809.250000 Penalty: 4852.206543
	Iteration 26Q: 3 clusters Score -2425809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2425810.750000 Penalty: 4852.206543
	Iteration 27Q: 3 clusters Score -2425811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2425812.500000 Penalty: 4852.206543
	Iteration 28Q: 3 clusters Score -2425812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2425815.750000 Penalty: 4852.206543
	Iteration 29Q: 3 clusters Score -2425816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2425824.750000 Penalty: 4852.206543
	Iteration 30Q: 3 clusters Score -2425825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2425822.750000 Penalty: 4852.206543
	Iteration 31Q: 3 clusters Score -2425823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2425823.500000 Penalty: 4852.206543
	Iteration 32Q: 3 clusters Score -2425824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2425825.000000 Penalty: 4852.206543
	Iteration 33Q: 3 clusters Score -2425825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2425826.250000 Penalty: 4852.206543
	Iteration 34Q: 3 clusters Score -2425826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2425825.750000 Penalty: 4852.206543
	Iteration 35Q: 3 clusters Score -2425826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2425824.750000 Penalty: 4852.206543
	Iteration 36Q: 3 clusters Score -2425825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2425826.250000 Penalty: 4852.206543
	Iteration 37Q: 3 clusters Score -2425826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2425826.250000 Penalty: 4852.206543
	Iteration 38F: 3 clusters Score -2425826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (88023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Entering Unmasked Estep 
Score: -11959731.000000 Penalty: 2823.567627
	Iteration 0F: 2 clusters Score -1.195973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -11900807.000000 Penalty: 5647.135254
	Iteration 0F: 3 clusters Score -1.190081e+07 nChanged 41450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -11924232.000000 Penalty: 5647.135254
	Iteration 1F: 3 clusters Score -1.192423e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -11924806.000000 Penalty: 5647.135254
	Iteration 2Q: 3 clusters Score -1.192481e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -11925450.000000 Penalty: 5647.135254
	Iteration 3Q: 3 clusters Score -1.192545e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -11926048.000000 Penalty: 5647.135254
	Iteration 4Q: 3 clusters Score -1.192605e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -11926707.000000 Penalty: 5647.135254
	Iteration 5Q: 3 clusters Score -1.192671e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -11927550.000000 Penalty: 5647.135254
	Iteration 6Q: 3 clusters Score -1.192755e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -11928705.000000 Penalty: 5647.135254
	Iteration 7Q: 3 clusters Score -1.19287e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -11930396.000000 Penalty: 5647.135254
	Iteration 8Q: 3 clusters Score -1.19304e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -11932884.000000 Penalty: 5647.135254
	Iteration 9Q: 3 clusters Score -1.193288e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -11936299.000000 Penalty: 5647.135254
	Iteration 10F: 3 clusters Score -1.19363e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -11939942.000000 Penalty: 5647.135254
	Iteration 11F: 3 clusters Score -1.193994e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -11942147.000000 Penalty: 5647.135254
	Iteration 12F: 3 clusters Score -1.194215e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -11943119.000000 Penalty: 5647.135254
	Iteration 13Q: 3 clusters Score -1.194312e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -11943589.000000 Penalty: 5647.135254
	Iteration 14Q: 3 clusters Score -1.194359e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -11943852.000000 Penalty: 5647.135254
	Iteration 15Q: 3 clusters Score -1.194385e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11943989.000000 Penalty: 5647.135254
	Iteration 16Q: 3 clusters Score -1.194399e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -11944172.000000 Penalty: 5647.135254
	Iteration 17Q: 3 clusters Score -1.194417e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -11944340.000000 Penalty: 5647.135254
	Iteration 18Q: 3 clusters Score -1.194434e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -11944530.000000 Penalty: 5647.135254
	Iteration 19Q: 3 clusters Score -1.194453e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -11944665.000000 Penalty: 5647.135254
	Iteration 20F: 3 clusters Score -1.194466e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -11944945.000000 Penalty: 5647.135254
	Iteration 21Q: 3 clusters Score -1.194494e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -11945117.000000 Penalty: 5647.135254
	Iteration 22Q: 3 clusters Score -1.194512e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -11945357.000000 Penalty: 5647.135254
	Iteration 23Q: 3 clusters Score -1.194536e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -11945571.000000 Penalty: 5647.135254
	Iteration 24Q: 3 clusters Score -1.194557e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -11945745.000000 Penalty: 5647.135254
	Iteration 25Q: 3 clusters Score -1.194574e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -11945961.000000 Penalty: 5647.135254
	Iteration 26Q: 3 clusters Score -1.194596e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -11946204.000000 Penalty: 5647.135254
	Iteration 27Q: 3 clusters Score -1.19462e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -11946446.000000 Penalty: 5647.135254
	Iteration 28Q: 3 clusters Score -1.194645e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -11946640.000000 Penalty: 5647.135254
	Iteration 29Q: 3 clusters Score -1.194664e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -11946854.000000 Penalty: 5647.135254
	Iteration 30Q: 3 clusters Score -1.194685e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -11947044.000000 Penalty: 5647.135254
	Iteration 31Q: 3 clusters Score -1.194704e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -11947193.000000 Penalty: 5647.135254
	Iteration 32Q: 3 clusters Score -1.194719e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -11947412.000000 Penalty: 5647.135254
	Iteration 33Q: 3 clusters Score -1.194741e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -11947733.000000 Penalty: 5647.135254
	Iteration 34Q: 3 clusters Score -1.194773e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -11947995.000000 Penalty: 5647.135254
	Iteration 35Q: 3 clusters Score -1.1948e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -11948154.000000 Penalty: 5647.135254
	Iteration 36Q: 3 clusters Score -1.194815e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -11948413.000000 Penalty: 5647.135254
	Iteration 37Q: 3 clusters Score -1.194841e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -11948621.000000 Penalty: 5647.135254
	Iteration 38Q: 3 clusters Score -1.194862e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -11948910.000000 Penalty: 5647.135254
	Iteration 39Q: 3 clusters Score -1.194891e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -11949183.000000 Penalty: 5647.135254
	Iteration 40F: 3 clusters Score -1.194918e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -11949472.000000 Penalty: 5647.135254
	Iteration 41Q: 3 clusters Score -1.194947e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -11949685.000000 Penalty: 5647.135254
	Iteration 42Q: 3 clusters Score -1.194968e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -11949907.000000 Penalty: 5647.135254
	Iteration 43Q: 3 clusters Score -1.194991e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -11950254.000000 Penalty: 5647.135254
	Iteration 44Q: 3 clusters Score -1.195025e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -11950577.000000 Penalty: 5647.135254
	Iteration 45Q: 3 clusters Score -1.195058e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -11950961.000000 Penalty: 5647.135254
	Iteration 46Q: 3 clusters Score -1.195096e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -11951408.000000 Penalty: 5647.135254
	Iteration 47Q: 3 clusters Score -1.195141e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -11951878.000000 Penalty: 5647.135254
	Iteration 48Q: 3 clusters Score -1.195188e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -11952429.000000 Penalty: 5647.135254
	Iteration 49Q: 3 clusters Score -1.195243e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -11952857.000000 Penalty: 5647.135254
	Iteration 50Q: 3 clusters Score -1.195286e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -11953370.000000 Penalty: 5647.135254
	Iteration 51Q: 3 clusters Score -1.195337e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -11953767.000000 Penalty: 5647.135254
	Iteration 52Q: 3 clusters Score -1.195377e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -11954189.000000 Penalty: 5647.135254
	Iteration 53Q: 3 clusters Score -1.195419e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -11954545.000000 Penalty: 5647.135254
	Iteration 54Q: 3 clusters Score -1.195454e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -11954932.000000 Penalty: 5647.135254
	Iteration 55Q: 3 clusters Score -1.195493e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -11955258.000000 Penalty: 5647.135254
	Iteration 56Q: 3 clusters Score -1.195526e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -11955620.000000 Penalty: 5647.135254
	Iteration 57Q: 3 clusters Score -1.195562e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -11955906.000000 Penalty: 5647.135254
	Iteration 58Q: 3 clusters Score -1.195591e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -11956131.000000 Penalty: 5647.135254
	Iteration 59Q: 3 clusters Score -1.195613e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11956400.000000 Penalty: 5647.135254
	Iteration 60F: 3 clusters Score -1.19564e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -11956584.000000 Penalty: 5647.135254
	Iteration 61Q: 3 clusters Score -1.195658e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -11956716.000000 Penalty: 5647.135254
	Iteration 62Q: 3 clusters Score -1.195672e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -11956832.000000 Penalty: 5647.135254
	Iteration 63Q: 3 clusters Score -1.195683e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -11956974.000000 Penalty: 5647.135254
	Iteration 64Q: 3 clusters Score -1.195697e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -11957052.000000 Penalty: 5647.135254
	Iteration 65Q: 3 clusters Score -1.195705e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -11957106.000000 Penalty: 5647.135254
	Iteration 66Q: 3 clusters Score -1.195711e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -11957155.000000 Penalty: 5647.135254
	Iteration 67Q: 3 clusters Score -1.195716e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -11957193.000000 Penalty: 5647.135254
	Iteration 68Q: 3 clusters Score -1.195719e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -11957231.000000 Penalty: 5647.135254
	Iteration 69Q: 3 clusters Score -1.195723e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -11957274.000000 Penalty: 5647.135254
	Iteration 70Q: 3 clusters Score -1.195727e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -11957281.000000 Penalty: 5647.135254
	Iteration 71Q: 3 clusters Score -1.195728e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -11957343.000000 Penalty: 5647.135254
	Iteration 72Q: 3 clusters Score -1.195734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -11957357.000000 Penalty: 5647.135254
	Iteration 73Q: 3 clusters Score -1.195736e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -11957379.000000 Penalty: 5647.135254
	Iteration 74Q: 3 clusters Score -1.195738e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -11957405.000000 Penalty: 5647.135254
	Iteration 75Q: 3 clusters Score -1.19574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -11957423.000000 Penalty: 5647.135254
	Iteration 76Q: 3 clusters Score -1.195742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -11957446.000000 Penalty: 5647.135254
	Iteration 77Q: 3 clusters Score -1.195745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -11957462.000000 Penalty: 5647.135254
	Iteration 78Q: 3 clusters Score -1.195746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -11957494.000000 Penalty: 5647.135254
	Iteration 79Q: 3 clusters Score -1.195749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11957497.000000 Penalty: 5647.135254
	Iteration 80F: 3 clusters Score -1.19575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -11957496.000000 Penalty: 5647.135254
	Iteration 81Q: 3 clusters Score -1.19575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -11957479.000000 Penalty: 5647.135254
	Iteration 82Q: 3 clusters Score -1.195748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -11957485.000000 Penalty: 5647.135254
	Iteration 83Q: 3 clusters Score -1.195748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -11957495.000000 Penalty: 5647.135254
	Iteration 84Q: 3 clusters Score -1.19575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -11957498.000000 Penalty: 5647.135254
	Iteration 85Q: 3 clusters Score -1.19575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -11957513.000000 Penalty: 5647.135254
	Iteration 86Q: 3 clusters Score -1.195751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -11957518.000000 Penalty: 5647.135254
	Iteration 87Q: 3 clusters Score -1.195752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -11957517.000000 Penalty: 5647.135254
	Iteration 88Q: 3 clusters Score -1.195752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -11957525.000000 Penalty: 5647.135254
	Iteration 89Q: 3 clusters Score -1.195752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -11957524.000000 Penalty: 5647.135254
	Iteration 90Q: 3 clusters Score -1.195752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -11957523.000000 Penalty: 5647.135254
	Iteration 91Q: 3 clusters Score -1.195752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -11957528.000000 Penalty: 5647.135254
	Iteration 92Q: 3 clusters Score -1.195753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -11957505.000000 Penalty: 5647.135254
	Iteration 93Q: 3 clusters Score -1.19575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -11957511.000000 Penalty: 5647.135254
	Iteration 94Q: 3 clusters Score -1.195751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -11957507.000000 Penalty: 5647.135254
	Iteration 95Q: 3 clusters Score -1.195751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -11957499.000000 Penalty: 5647.135254
	Iteration 96Q: 3 clusters Score -1.19575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -11957505.000000 Penalty: 5647.135254
	Iteration 97Q: 3 clusters Score -1.19575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -11957505.000000 Penalty: 5647.135254
	Iteration 98F: 3 clusters Score -1.19575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -146307.406250 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -146307.4 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 524 members 
Entering Unmasked Estep 
Score: -144258.984375 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -144259 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144565.968750 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -144566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144653.218750 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -144653.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144699.843750 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -144699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144729.031250 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -144729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144746.281250 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -144746.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144762.984375 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -144763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144772.359375 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -144772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144786.734375 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -144786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144792.343750 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -144792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144797.296875 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -144797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144801.218750 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -144801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144802.203125 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -144802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144802.203125 Penalty: 3465.795166
	Iteration 13F: 3 clusters Score -144802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -847141.125000 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -847141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -841754.125000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -841754.1 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -843246.187500 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -843246.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -843551.875000 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -843551.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -843787.687500 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -843787.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -843951.437500 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -843951.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -844051.562500 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -844051.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -844114.250000 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -844114.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -844167.250000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -844167.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -844214.875000 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -844214.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -844254.625000 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -844254.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -844281.312500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -844281.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -844307.750000 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -844307.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -844331.562500 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -844331.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -844361.062500 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -844361.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -844397.312500 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -844397.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -844441.250000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -844441.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -844494.750000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -844494.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -844551.500000 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -844551.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -844611.312500 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -844611.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -844679.812500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -844679.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -844735.062500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -844735.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -844782.312500 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -844782.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -844834.125000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -844834.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -844886.750000 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -844886.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -844940.625000 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -844940.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -844985.937500 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -844985.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -845038.125000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -845038.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -845086.062500 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -845086.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -845127.062500 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -845127.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -845164.812500 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -845164.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -845195.625000 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -845195.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -845224.937500 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -845224.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -845254.750000 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -845254.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -845282.625000 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -845282.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -845313.250000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -845313.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -845344.000000 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -845344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -845366.312500 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -845366.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -845385.562500 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -845385.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -845408.000000 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -845408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -845425.312500 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -845425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -845435.812500 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -845435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -845450.375000 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -845450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -845465.750000 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -845465.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -845487.312500 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -845487.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -845505.625000 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -845505.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -845516.187500 Penalty: 4347.357910
	Iteration 45Q: 3 clusters Score -845516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -845525.000000 Penalty: 4347.357910
	Iteration 46Q: 3 clusters Score -845525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -845535.625000 Penalty: 4347.357910
	Iteration 47Q: 3 clusters Score -845535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -845548.312500 Penalty: 4347.357910
	Iteration 48Q: 3 clusters Score -845548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -845553.187500 Penalty: 4347.357910
	Iteration 49Q: 3 clusters Score -845553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -845554.625000 Penalty: 4347.357910
	Iteration 50Q: 3 clusters Score -845554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -845561.625000 Penalty: 4347.357910
	Iteration 51Q: 3 clusters Score -845561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -845567.625000 Penalty: 4347.357910
	Iteration 52Q: 3 clusters Score -845567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -845571.562500 Penalty: 4347.357910
	Iteration 53Q: 3 clusters Score -845571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -845576.937500 Penalty: 4347.357910
	Iteration 54Q: 3 clusters Score -845576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -845581.937500 Penalty: 4347.357910
	Iteration 55Q: 3 clusters Score -845581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -845585.875000 Penalty: 4347.357910
	Iteration 56Q: 3 clusters Score -845585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -845592.375000 Penalty: 4347.357910
	Iteration 57Q: 3 clusters Score -845592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -845599.000000 Penalty: 4347.357910
	Iteration 58Q: 3 clusters Score -845599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -845608.312500 Penalty: 4347.357910
	Iteration 59Q: 3 clusters Score -845608.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -845623.937500 Penalty: 4347.357910
	Iteration 60F: 3 clusters Score -845623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -845634.750000 Penalty: 4347.357910
	Iteration 61Q: 3 clusters Score -845634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -845638.750000 Penalty: 4347.357910
	Iteration 62Q: 3 clusters Score -845638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -845643.375000 Penalty: 4347.357910
	Iteration 63Q: 3 clusters Score -845643.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -845660.125000 Penalty: 4347.357910
	Iteration 64Q: 3 clusters Score -845660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -845668.750000 Penalty: 4347.357910
	Iteration 65Q: 3 clusters Score -845668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -845681.125000 Penalty: 4347.357910
	Iteration 66Q: 3 clusters Score -845681.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -845689.125000 Penalty: 4347.357910
	Iteration 67Q: 3 clusters Score -845689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -845695.875000 Penalty: 4347.357910
	Iteration 68Q: 3 clusters Score -845695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -845700.875000 Penalty: 4347.357910
	Iteration 69Q: 3 clusters Score -845700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -845704.937500 Penalty: 4347.357910
	Iteration 70Q: 3 clusters Score -845704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -845704.875000 Penalty: 4347.357910
	Iteration 71Q: 3 clusters Score -845704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -845706.625000 Penalty: 4347.357910
	Iteration 72Q: 3 clusters Score -845706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -845706.937500 Penalty: 4347.357910
	Iteration 73Q: 3 clusters Score -845706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -845706.937500 Penalty: 4347.357910
	Iteration 74F: 3 clusters Score -845706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -1662001.875000 Penalty: 2332.767090
	Iteration 0F: 2 clusters Score -1662002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1652918.500000 Penalty: 4665.534180
	Iteration 0F: 3 clusters Score -1652918 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1655721.500000 Penalty: 4665.534180
	Iteration 1F: 3 clusters Score -1655722 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1655981.000000 Penalty: 4665.534180
	Iteration 2F: 3 clusters Score -1655981 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1656193.875000 Penalty: 4665.534180
	Iteration 3Q: 3 clusters Score -1656194 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1656392.250000 Penalty: 4665.534180
	Iteration 4Q: 3 clusters Score -1656392 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1656626.625000 Penalty: 4665.534180
	Iteration 5Q: 3 clusters Score -1656627 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1656917.125000 Penalty: 4665.534180
	Iteration 6Q: 3 clusters Score -1656917 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1657347.250000 Penalty: 4665.534180
	Iteration 7F: 3 clusters Score -1657347 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1657852.500000 Penalty: 4665.534180
	Iteration 8F: 3 clusters Score -1657852 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1658400.875000 Penalty: 4665.534180
	Iteration 9F: 3 clusters Score -1658401 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1658901.875000 Penalty: 4665.534180
	Iteration 10Q: 3 clusters Score -1658902 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1659273.500000 Penalty: 4665.534180
	Iteration 11Q: 3 clusters Score -1659274 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1659528.375000 Penalty: 4665.534180
	Iteration 12Q: 3 clusters Score -1659528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1659740.875000 Penalty: 4665.534180
	Iteration 13Q: 3 clusters Score -1659741 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1659878.375000 Penalty: 4665.534180
	Iteration 14Q: 3 clusters Score -1659878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1659959.000000 Penalty: 4665.534180
	Iteration 15Q: 3 clusters Score -1659959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1660026.750000 Penalty: 4665.534180
	Iteration 16Q: 3 clusters Score -1660027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1660076.375000 Penalty: 4665.534180
	Iteration 17Q: 3 clusters Score -1660076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1660112.250000 Penalty: 4665.534180
	Iteration 18Q: 3 clusters Score -1660112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1660139.875000 Penalty: 4665.534180
	Iteration 19Q: 3 clusters Score -1660140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1660167.750000 Penalty: 4665.534180
	Iteration 20F: 3 clusters Score -1660168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1660186.375000 Penalty: 4665.534180
	Iteration 21Q: 3 clusters Score -1660186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1660200.125000 Penalty: 4665.534180
	Iteration 22Q: 3 clusters Score -1660200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1660222.750000 Penalty: 4665.534180
	Iteration 23Q: 3 clusters Score -1660223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1660231.250000 Penalty: 4665.534180
	Iteration 24Q: 3 clusters Score -1660231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1660243.625000 Penalty: 4665.534180
	Iteration 25Q: 3 clusters Score -1660244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1660257.000000 Penalty: 4665.534180
	Iteration 26Q: 3 clusters Score -1660257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1660262.625000 Penalty: 4665.534180
	Iteration 27Q: 3 clusters Score -1660263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1660270.750000 Penalty: 4665.534180
	Iteration 28Q: 3 clusters Score -1660271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1660279.250000 Penalty: 4665.534180
	Iteration 29Q: 3 clusters Score -1660279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1660287.875000 Penalty: 4665.534180
	Iteration 30Q: 3 clusters Score -1660288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1660293.000000 Penalty: 4665.534180
	Iteration 31Q: 3 clusters Score -1660293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1660297.500000 Penalty: 4665.534180
	Iteration 32Q: 3 clusters Score -1660298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1660304.750000 Penalty: 4665.534180
	Iteration 33Q: 3 clusters Score -1660305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1660309.875000 Penalty: 4665.534180
	Iteration 34Q: 3 clusters Score -1660310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1660310.125000 Penalty: 4665.534180
	Iteration 35Q: 3 clusters Score -1660310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1660314.500000 Penalty: 4665.534180
	Iteration 36Q: 3 clusters Score -1660314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1660317.875000 Penalty: 4665.534180
	Iteration 37Q: 3 clusters Score -1660318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1660322.000000 Penalty: 4665.534180
	Iteration 38Q: 3 clusters Score -1660322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1660325.875000 Penalty: 4665.534180
	Iteration 39Q: 3 clusters Score -1660326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1660331.125000 Penalty: 4665.534180
	Iteration 40F: 3 clusters Score -1660331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1660333.500000 Penalty: 4665.534180
	Iteration 41Q: 3 clusters Score -1660334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1660334.250000 Penalty: 4665.534180
	Iteration 42Q: 3 clusters Score -1660334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1660337.500000 Penalty: 4665.534180
	Iteration 43Q: 3 clusters Score -1660338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1660337.375000 Penalty: 4665.534180
	Iteration 44Q: 3 clusters Score -1660337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1660338.250000 Penalty: 4665.534180
	Iteration 45Q: 3 clusters Score -1660338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1660336.625000 Penalty: 4665.534180
	Iteration 46Q: 3 clusters Score -1660337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1660337.875000 Penalty: 4665.534180
	Iteration 47Q: 3 clusters Score -1660338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1660341.125000 Penalty: 4665.534180
	Iteration 48Q: 3 clusters Score -1660341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1660339.500000 Penalty: 4665.534180
	Iteration 49Q: 3 clusters Score -1660340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1660340.375000 Penalty: 4665.534180
	Iteration 50Q: 3 clusters Score -1660340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1660340.250000 Penalty: 4665.534180
	Iteration 51Q: 3 clusters Score -1660340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1660340.625000 Penalty: 4665.534180
	Iteration 52Q: 3 clusters Score -1660341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1660341.000000 Penalty: 4665.534180
	Iteration 53Q: 3 clusters Score -1660341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1660341.000000 Penalty: 4665.534180
	Iteration 54F: 3 clusters Score -1660341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -182193.796875 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -182193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179970.375000 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -179970.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180652.671875 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -180652.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181295.031250 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -181295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -182038.750000 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -182038.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182433.015625 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -182433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182836.234375 Penalty: 3614.629883
	Iteration 5F: 3 clusters Score -182836.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183276.546875 Penalty: 3614.629883
	Iteration 6F: 3 clusters Score -183276.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183771.843750 Penalty: 3614.629883
	Iteration 7F: 3 clusters Score -183771.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184267.234375 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -184267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184476.421875 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -184476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184492.140625 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -184492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184492.140625 Penalty: 3614.629883
	Iteration 11F: 3 clusters Score -184492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139875 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62568 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 811 members 
Entering Unmasked Estep 
Score: -134148632.000000 Penalty: 96006.398438
Splitting cluster 19 changes total score from -134148104.000000 to -134148632.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -886822.000000 Penalty: 2190.192139
	Iteration 0F: 2 clusters Score -886822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -881129.312500 Penalty: 4380.384277
	Iteration 0F: 3 clusters Score -881129.3 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -882657.625000 Penalty: 4380.384277
	Iteration 1F: 3 clusters Score -882657.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -882959.625000 Penalty: 4380.384277
	Iteration 2F: 3 clusters Score -882959.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -883211.187500 Penalty: 4380.384277
	Iteration 3F: 3 clusters Score -883211.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -883449.687500 Penalty: 4380.384277
	Iteration 4Q: 3 clusters Score -883449.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -883695.562500 Penalty: 4380.384277
	Iteration 5Q: 3 clusters Score -883695.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -883970.750000 Penalty: 4380.384277
	Iteration 6F: 3 clusters Score -883970.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -884313.437500 Penalty: 4380.384277
	Iteration 7F: 3 clusters Score -884313.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -884693.187500 Penalty: 4380.384277
	Iteration 8F: 3 clusters Score -884693.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -885038.937500 Penalty: 4380.384277
	Iteration 9F: 3 clusters Score -885038.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -885311.750000 Penalty: 4380.384277
	Iteration 10Q: 3 clusters Score -885311.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -885468.375000 Penalty: 4380.384277
	Iteration 11Q: 3 clusters Score -885468.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -885551.562500 Penalty: 4380.384277
	Iteration 12Q: 3 clusters Score -885551.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -885601.000000 Penalty: 4380.384277
	Iteration 13Q: 3 clusters Score -885601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -885629.562500 Penalty: 4380.384277
	Iteration 14Q: 3 clusters Score -885629.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -885647.000000 Penalty: 4380.384277
	Iteration 15Q: 3 clusters Score -885647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -885660.062500 Penalty: 4380.384277
	Iteration 16Q: 3 clusters Score -885660.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -885673.187500 Penalty: 4380.384277
	Iteration 17Q: 3 clusters Score -885673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -885682.250000 Penalty: 4380.384277
	Iteration 18Q: 3 clusters Score -885682.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -885688.500000 Penalty: 4380.384277
	Iteration 19Q: 3 clusters Score -885688.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -885694.000000 Penalty: 4380.384277
	Iteration 20F: 3 clusters Score -885694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -885698.062500 Penalty: 4380.384277
	Iteration 21Q: 3 clusters Score -885698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -885703.687500 Penalty: 4380.384277
	Iteration 22Q: 3 clusters Score -885703.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -885704.750000 Penalty: 4380.384277
	Iteration 23Q: 3 clusters Score -885704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -885707.312500 Penalty: 4380.384277
	Iteration 24Q: 3 clusters Score -885707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -885711.625000 Penalty: 4380.384277
	Iteration 25Q: 3 clusters Score -885711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -885714.500000 Penalty: 4380.384277
	Iteration 26Q: 3 clusters Score -885714.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -885717.062500 Penalty: 4380.384277
	Iteration 27Q: 3 clusters Score -885717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -885718.750000 Penalty: 4380.384277
	Iteration 28Q: 3 clusters Score -885718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -885722.500000 Penalty: 4380.384277
	Iteration 29Q: 3 clusters Score -885722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -885723.750000 Penalty: 4380.384277
	Iteration 30Q: 3 clusters Score -885723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -885726.875000 Penalty: 4380.384277
	Iteration 31Q: 3 clusters Score -885726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -885729.562500 Penalty: 4380.384277
	Iteration 32Q: 3 clusters Score -885729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -885730.312500 Penalty: 4380.384277
	Iteration 33Q: 3 clusters Score -885730.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -885731.812500 Penalty: 4380.384277
	Iteration 34Q: 3 clusters Score -885731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -885734.812500 Penalty: 4380.384277
	Iteration 35Q: 3 clusters Score -885734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -885735.937500 Penalty: 4380.384277
	Iteration 36Q: 3 clusters Score -885735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -885737.312500 Penalty: 4380.384277
	Iteration 37Q: 3 clusters Score -885737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -885738.562500 Penalty: 4380.384277
	Iteration 38Q: 3 clusters Score -885738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -885737.875000 Penalty: 4380.384277
	Iteration 39Q: 3 clusters Score -885737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -885739.687500 Penalty: 4380.384277
	Iteration 40F: 3 clusters Score -885739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -885738.375000 Penalty: 4380.384277
	Iteration 41Q: 3 clusters Score -885738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -885738.937500 Penalty: 4380.384277
	Iteration 42Q: 3 clusters Score -885738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -885742.500000 Penalty: 4380.384277
	Iteration 43Q: 3 clusters Score -885742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -885741.750000 Penalty: 4380.384277
	Iteration 44Q: 3 clusters Score -885741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -885747.875000 Penalty: 4380.384277
	Iteration 45Q: 3 clusters Score -885747.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -885749.062500 Penalty: 4380.384277
	Iteration 46Q: 3 clusters Score -885749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -885751.812500 Penalty: 4380.384277
	Iteration 47Q: 3 clusters Score -885751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -885752.000000 Penalty: 4380.384277
	Iteration 48Q: 3 clusters Score -885752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -885755.187500 Penalty: 4380.384277
	Iteration 49Q: 3 clusters Score -885755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -885756.375000 Penalty: 4380.384277
	Iteration 50Q: 3 clusters Score -885756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -885758.625000 Penalty: 4380.384277
	Iteration 51Q: 3 clusters Score -885758.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -885762.437500 Penalty: 4380.384277
	Iteration 52Q: 3 clusters Score -885762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -885760.250000 Penalty: 4380.384277
	Iteration 53Q: 3 clusters Score -885760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -885761.187500 Penalty: 4380.384277
	Iteration 54Q: 3 clusters Score -885761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -885761.187500 Penalty: 4380.384277
	Iteration 55F: 3 clusters Score -885761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -538516.875000 Penalty: 2069.319336
	Iteration 0F: 2 clusters Score -538516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534486.625000 Penalty: 4138.638672
	Iteration 0F: 3 clusters Score -534486.6 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -535489.812500 Penalty: 4138.638672
	Iteration 1F: 3 clusters Score -535489.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -535751.625000 Penalty: 4138.638672
	Iteration 2F: 3 clusters Score -535751.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -535955.750000 Penalty: 4138.638672
	Iteration 3F: 3 clusters Score -535955.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -536157.687500 Penalty: 4138.638672
	Iteration 4F: 3 clusters Score -536157.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -536387.437500 Penalty: 4138.638672
	Iteration 5F: 3 clusters Score -536387.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -536644.312500 Penalty: 4138.638672
	Iteration 6F: 3 clusters Score -536644.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -536907.562500 Penalty: 4138.638672
	Iteration 7F: 3 clusters Score -536907.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -537149.625000 Penalty: 4138.638672
	Iteration 8F: 3 clusters Score -537149.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -537308.625000 Penalty: 4138.638672
	Iteration 9Q: 3 clusters Score -537308.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -537401.812500 Penalty: 4138.638672
	Iteration 10Q: 3 clusters Score -537401.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -537479.687500 Penalty: 4138.638672
	Iteration 11Q: 3 clusters Score -537479.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -537547.312500 Penalty: 4138.638672
	Iteration 12Q: 3 clusters Score -537547.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -537644.937500 Penalty: 4138.638672
	Iteration 13Q: 3 clusters Score -537644.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -537778.187500 Penalty: 4138.638672
	Iteration 14Q: 3 clusters Score -537778.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -537910.437500 Penalty: 4138.638672
	Iteration 15Q: 3 clusters Score -537910.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -538026.375000 Penalty: 4138.638672
	Iteration 16Q: 3 clusters Score -538026.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -538138.000000 Penalty: 4138.638672
	Iteration 17Q: 3 clusters Score -538138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -538230.687500 Penalty: 4138.638672
	Iteration 18Q: 3 clusters Score -538230.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -538327.000000 Penalty: 4138.638672
	Iteration 19Q: 3 clusters Score -538327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -538367.312500 Penalty: 4138.638672
	Iteration 20F: 3 clusters Score -538367.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -538388.875000 Penalty: 4138.638672
	Iteration 21Q: 3 clusters Score -538388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -538398.937500 Penalty: 4138.638672
	Iteration 22Q: 3 clusters Score -538398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -538399.687500 Penalty: 4138.638672
	Iteration 23Q: 3 clusters Score -538399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -538399.687500 Penalty: 4138.638672
	Iteration 24F: 3 clusters Score -538399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -149974.968750 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -149975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147913.078125 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -147913.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148377.078125 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -148377.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -148767.031250 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -148767 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149011.718750 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -149011.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149144.843750 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -149144.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -149245.015625 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -149245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149319.281250 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -149319.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -149354.796875 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -149354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -149374.000000 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -149374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -149393.750000 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -149393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -149401.281250 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -149401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149404.250000 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -149404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -149406.734375 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -149406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149407.109375 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -149407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149408.281250 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -149408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149408.281250 Penalty: 3542.057373
	Iteration 15F: 3 clusters Score -149408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -852755.000000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -852755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -847405.687500 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -847405.7 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -848760.562500 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -848760.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -849029.125000 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -849029.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -849219.625000 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -849219.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -849375.500000 Penalty: 4344.484375
	Iteration 4Q: 3 clusters Score -849375.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -849496.250000 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -849496.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -849597.187500 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -849597.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -849687.812500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -849687.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -849768.250000 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -849768.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -849825.937500 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -849825.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -849884.125000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -849884.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -849946.312500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -849946.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -850012.687500 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -850012.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -850099.500000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -850099.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -850185.187500 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -850185.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -850269.687500 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -850269.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -850346.125000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -850346.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -850413.875000 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -850413.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -850462.812500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -850462.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -850514.937500 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -850514.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -850580.312500 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -850580.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -850647.500000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -850647.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -850704.562500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -850704.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -850760.687500 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -850760.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -850802.000000 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -850802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -850838.625000 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -850838.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -850865.375000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -850865.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -850887.500000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -850887.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -850912.750000 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -850912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -850932.750000 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -850932.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -850950.125000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -850950.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -850967.750000 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -850967.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -850981.125000 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -850981.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -850995.375000 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -850995.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -851010.375000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -851010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -851018.312500 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -851018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -851021.625000 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -851021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -851023.250000 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -851023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -851023.187500 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -851023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -851025.812500 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -851025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -851027.000000 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -851027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -851027.062500 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -851027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -851028.812500 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -851028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -851028.812500 Penalty: 4344.484375
	Iteration 43F: 3 clusters Score -851028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Entering Unmasked Estep 
Score: -7987079.500000 Penalty: 2738.914307
	Iteration 0F: 2 clusters Score -7987080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7944915.000000 Penalty: 5477.828613
	Iteration 0F: 3 clusters Score -7944915 nChanged 29104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -7962410.000000 Penalty: 5477.828613
	Iteration 1F: 3 clusters Score -7962410 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7963755.000000 Penalty: 5477.828613
	Iteration 2F: 3 clusters Score -7963755 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -7965559.000000 Penalty: 5477.828613
	Iteration 3F: 3 clusters Score -7965559 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -7968107.000000 Penalty: 5477.828613
	Iteration 4F: 3 clusters Score -7968107 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -7971022.500000 Penalty: 5477.828613
	Iteration 5F: 3 clusters Score -7971022 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -7974091.000000 Penalty: 5477.828613
	Iteration 6F: 3 clusters Score -7974091 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -7976882.500000 Penalty: 5477.828613
	Iteration 7F: 3 clusters Score -7976882 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -7979116.500000 Penalty: 5477.828613
	Iteration 8Q: 3 clusters Score -7979116 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -7980560.500000 Penalty: 5477.828613
	Iteration 9Q: 3 clusters Score -7980560 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7981501.000000 Penalty: 5477.828613
	Iteration 10Q: 3 clusters Score -7981501 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -7982206.500000 Penalty: 5477.828613
	Iteration 11Q: 3 clusters Score -7982206 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7982710.000000 Penalty: 5477.828613
	Iteration 12Q: 3 clusters Score -7982710 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7983087.000000 Penalty: 5477.828613
	Iteration 13Q: 3 clusters Score -7983087 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7983485.500000 Penalty: 5477.828613
	Iteration 14Q: 3 clusters Score -7983486 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7983741.500000 Penalty: 5477.828613
	Iteration 15Q: 3 clusters Score -7983742 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7983983.000000 Penalty: 5477.828613
	Iteration 16Q: 3 clusters Score -7983983 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7984144.000000 Penalty: 5477.828613
	Iteration 17Q: 3 clusters Score -7984144 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7984325.500000 Penalty: 5477.828613
	Iteration 18Q: 3 clusters Score -7984326 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7984465.500000 Penalty: 5477.828613
	Iteration 19Q: 3 clusters Score -7984466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7984619.000000 Penalty: 5477.828613
	Iteration 20F: 3 clusters Score -7984619 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7984743.000000 Penalty: 5477.828613
	Iteration 21Q: 3 clusters Score -7984743 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7984829.500000 Penalty: 5477.828613
	Iteration 22Q: 3 clusters Score -7984830 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7984937.000000 Penalty: 5477.828613
	Iteration 23Q: 3 clusters Score -7984937 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7985031.000000 Penalty: 5477.828613
	Iteration 24Q: 3 clusters Score -7985031 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7985109.000000 Penalty: 5477.828613
	Iteration 25Q: 3 clusters Score -7985109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7985176.500000 Penalty: 5477.828613
	Iteration 26Q: 3 clusters Score -7985176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7985224.000000 Penalty: 5477.828613
	Iteration 27Q: 3 clusters Score -7985224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7985263.500000 Penalty: 5477.828613
	Iteration 28Q: 3 clusters Score -7985264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7985301.000000 Penalty: 5477.828613
	Iteration 29Q: 3 clusters Score -7985301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7985360.000000 Penalty: 5477.828613
	Iteration 30Q: 3 clusters Score -7985360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7985399.500000 Penalty: 5477.828613
	Iteration 31Q: 3 clusters Score -7985400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7985443.000000 Penalty: 5477.828613
	Iteration 32Q: 3 clusters Score -7985443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7985461.000000 Penalty: 5477.828613
	Iteration 33Q: 3 clusters Score -7985461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7985475.000000 Penalty: 5477.828613
	Iteration 34Q: 3 clusters Score -7985475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7985491.000000 Penalty: 5477.828613
	Iteration 35Q: 3 clusters Score -7985491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7985502.500000 Penalty: 5477.828613
	Iteration 36Q: 3 clusters Score -7985502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7985515.000000 Penalty: 5477.828613
	Iteration 37Q: 3 clusters Score -7985515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7985521.500000 Penalty: 5477.828613
	Iteration 38Q: 3 clusters Score -7985522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7985548.000000 Penalty: 5477.828613
	Iteration 39Q: 3 clusters Score -7985548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7985558.500000 Penalty: 5477.828613
	Iteration 40F: 3 clusters Score -7985558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7985564.000000 Penalty: 5477.828613
	Iteration 41Q: 3 clusters Score -7985564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7985564.500000 Penalty: 5477.828613
	Iteration 42Q: 3 clusters Score -7985564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7985583.000000 Penalty: 5477.828613
	Iteration 43Q: 3 clusters Score -7985583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7985601.500000 Penalty: 5477.828613
	Iteration 44Q: 3 clusters Score -7985602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7985609.500000 Penalty: 5477.828613
	Iteration 45Q: 3 clusters Score -7985610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7985610.500000 Penalty: 5477.828613
	Iteration 46Q: 3 clusters Score -7985610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7985618.500000 Penalty: 5477.828613
	Iteration 47Q: 3 clusters Score -7985618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7985622.000000 Penalty: 5477.828613
	Iteration 48Q: 3 clusters Score -7985622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7985629.500000 Penalty: 5477.828613
	Iteration 49Q: 3 clusters Score -7985630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7985624.500000 Penalty: 5477.828613
	Iteration 50Q: 3 clusters Score -7985624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7985623.000000 Penalty: 5477.828613
	Iteration 51Q: 3 clusters Score -7985623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7985635.000000 Penalty: 5477.828613
	Iteration 52Q: 3 clusters Score -7985635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7985643.500000 Penalty: 5477.828613
	Iteration 53Q: 3 clusters Score -7985644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7985638.500000 Penalty: 5477.828613
	Iteration 54Q: 3 clusters Score -7985638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7985639.500000 Penalty: 5477.828613
	Iteration 55Q: 3 clusters Score -7985640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7985639.500000 Penalty: 5477.828613
	Iteration 56F: 3 clusters Score -7985640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -43252.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -43252.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41908.246094 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -41908.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42027.925781 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -42027.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42065.625000 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -42065.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42079.812500 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -42079.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42094.964844 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -42094.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42113.847656 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -42113.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42122.539062 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -42122.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42123.515625 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -42123.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42129.398438 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -42129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42140.320312 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -42140.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42150.988281 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -42150.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42156.238281 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -42156.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42191.378906 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -42191.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42233.867188 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -42233.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42255.843750 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -42255.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42294.734375 Penalty: 2920.883301
	Iteration 15Q: 3 clusters Score -42294.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42310.078125 Penalty: 2920.883301
	Iteration 16Q: 3 clusters Score -42310.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42336.601562 Penalty: 2920.883301
	Iteration 17Q: 3 clusters Score -42336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42357.789062 Penalty: 2920.883301
	Iteration 18Q: 3 clusters Score -42357.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42366.066406 Penalty: 2920.883301
	Iteration 19Q: 3 clusters Score -42366.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42385.671875 Penalty: 2920.883301
	Iteration 20F: 3 clusters Score -42385.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42392.246094 Penalty: 2920.883301
	Iteration 21Q: 3 clusters Score -42392.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42394.292969 Penalty: 2920.883301
	Iteration 22Q: 3 clusters Score -42394.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42403.074219 Penalty: 2920.883301
	Iteration 23Q: 3 clusters Score -42403.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42403.074219 Penalty: 2920.883301
	Iteration 24F: 3 clusters Score -42403.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Entering Unmasked Estep 
Score: -14014993.000000 Penalty: 2861.171875
	Iteration 0F: 2 clusters Score -1.401499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -13946214.000000 Penalty: 5722.343750
	Iteration 0F: 3 clusters Score -1.394621e+07 nChanged 48704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -13974326.000000 Penalty: 5722.343750
	Iteration 1F: 3 clusters Score -1.397433e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -13975755.000000 Penalty: 5722.343750
	Iteration 2Q: 3 clusters Score -1.397576e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -13977920.000000 Penalty: 5722.343750
	Iteration 3Q: 3 clusters Score -1.397792e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -13981105.000000 Penalty: 5722.343750
	Iteration 4F: 3 clusters Score -1.39811e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -13986033.000000 Penalty: 5722.343750
	Iteration 5F: 3 clusters Score -1.398603e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -13992194.000000 Penalty: 5722.343750
	Iteration 6F: 3 clusters Score -1.399219e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -13998195.000000 Penalty: 5722.343750
	Iteration 7F: 3 clusters Score -1.39982e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -14002499.000000 Penalty: 5722.343750
	Iteration 8F: 3 clusters Score -1.40025e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -14004807.000000 Penalty: 5722.343750
	Iteration 9Q: 3 clusters Score -1.400481e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -14005848.000000 Penalty: 5722.343750
	Iteration 10Q: 3 clusters Score -1.400585e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -14006331.000000 Penalty: 5722.343750
	Iteration 11Q: 3 clusters Score -1.400633e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -14006626.000000 Penalty: 5722.343750
	Iteration 12Q: 3 clusters Score -1.400663e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -14006800.000000 Penalty: 5722.343750
	Iteration 13Q: 3 clusters Score -1.40068e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -14006984.000000 Penalty: 5722.343750
	Iteration 14Q: 3 clusters Score -1.400698e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -14007223.000000 Penalty: 5722.343750
	Iteration 15Q: 3 clusters Score -1.400722e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -14007317.000000 Penalty: 5722.343750
	Iteration 16Q: 3 clusters Score -1.400732e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -14007458.000000 Penalty: 5722.343750
	Iteration 17Q: 3 clusters Score -1.400746e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -14007596.000000 Penalty: 5722.343750
	Iteration 18Q: 3 clusters Score -1.40076e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -14007725.000000 Penalty: 5722.343750
	Iteration 19Q: 3 clusters Score -1.400772e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -14007834.000000 Penalty: 5722.343750
	Iteration 20F: 3 clusters Score -1.400783e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -14008000.000000 Penalty: 5722.343750
	Iteration 21Q: 3 clusters Score -1.4008e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -14008062.000000 Penalty: 5722.343750
	Iteration 22Q: 3 clusters Score -1.400806e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -14008150.000000 Penalty: 5722.343750
	Iteration 23Q: 3 clusters Score -1.400815e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -14008301.000000 Penalty: 5722.343750
	Iteration 24Q: 3 clusters Score -1.40083e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -14008354.000000 Penalty: 5722.343750
	Iteration 25Q: 3 clusters Score -1.400835e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -14008525.000000 Penalty: 5722.343750
	Iteration 26Q: 3 clusters Score -1.400852e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -14008673.000000 Penalty: 5722.343750
	Iteration 27Q: 3 clusters Score -1.400867e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -14008740.000000 Penalty: 5722.343750
	Iteration 28Q: 3 clusters Score -1.400874e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -14008933.000000 Penalty: 5722.343750
	Iteration 29Q: 3 clusters Score -1.400893e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -14009193.000000 Penalty: 5722.343750
	Iteration 30Q: 3 clusters Score -1.400919e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -14009451.000000 Penalty: 5722.343750
	Iteration 31Q: 3 clusters Score -1.400945e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -14009734.000000 Penalty: 5722.343750
	Iteration 32Q: 3 clusters Score -1.400973e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -14010120.000000 Penalty: 5722.343750
	Iteration 33Q: 3 clusters Score -1.401012e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -14010514.000000 Penalty: 5722.343750
	Iteration 34Q: 3 clusters Score -1.401051e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -14010952.000000 Penalty: 5722.343750
	Iteration 35Q: 3 clusters Score -1.401095e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -14011345.000000 Penalty: 5722.343750
	Iteration 36Q: 3 clusters Score -1.401134e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -14011787.000000 Penalty: 5722.343750
	Iteration 37Q: 3 clusters Score -1.401179e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -14012193.000000 Penalty: 5722.343750
	Iteration 38Q: 3 clusters Score -1.401219e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -14012568.000000 Penalty: 5722.343750
	Iteration 39Q: 3 clusters Score -1.401257e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -14012849.000000 Penalty: 5722.343750
	Iteration 40F: 3 clusters Score -1.401285e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -14013065.000000 Penalty: 5722.343750
	Iteration 41Q: 3 clusters Score -1.401306e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -14013263.000000 Penalty: 5722.343750
	Iteration 42Q: 3 clusters Score -1.401326e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -14013379.000000 Penalty: 5722.343750
	Iteration 43Q: 3 clusters Score -1.401338e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -14013496.000000 Penalty: 5722.343750
	Iteration 44Q: 3 clusters Score -1.40135e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -14013590.000000 Penalty: 5722.343750
	Iteration 45Q: 3 clusters Score -1.401359e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -14013644.000000 Penalty: 5722.343750
	Iteration 46Q: 3 clusters Score -1.401364e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -14013744.000000 Penalty: 5722.343750
	Iteration 47Q: 3 clusters Score -1.401374e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -14013778.000000 Penalty: 5722.343750
	Iteration 48Q: 3 clusters Score -1.401378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -14013792.000000 Penalty: 5722.343750
	Iteration 49Q: 3 clusters Score -1.401379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -14013821.000000 Penalty: 5722.343750
	Iteration 50Q: 3 clusters Score -1.401382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -14013813.000000 Penalty: 5722.343750
	Iteration 51Q: 3 clusters Score -1.401381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -14013809.000000 Penalty: 5722.343750
	Iteration 52Q: 3 clusters Score -1.401381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -14013815.000000 Penalty: 5722.343750
	Iteration 53Q: 3 clusters Score -1.401382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -14013819.000000 Penalty: 5722.343750
	Iteration 54Q: 3 clusters Score -1.401382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -14013826.000000 Penalty: 5722.343750
	Iteration 55Q: 3 clusters Score -1.401383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -14013820.000000 Penalty: 5722.343750
	Iteration 56Q: 3 clusters Score -1.401382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -14013817.000000 Penalty: 5722.343750
	Iteration 57Q: 3 clusters Score -1.401382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -14013817.000000 Penalty: 5722.343750
	Iteration 58F: 3 clusters Score -1.401382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -62023.746094 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -62023.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60548.285156 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -60548.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60747.136719 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -60747.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60824.988281 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -60824.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60921.738281 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -60921.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61024.878906 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -61024.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61251.179688 Penalty: 3114.146729
	Iteration 5F: 3 clusters Score -61251.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61567.285156 Penalty: 3114.146729
	Iteration 6F: 3 clusters Score -61567.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61752.714844 Penalty: 3114.146729
	Iteration 7F: 3 clusters Score -61752.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61876.003906 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -61876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62088.367188 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -62088.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62285.816406 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -62285.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62442.386719 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -62442.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62515.179688 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -62515.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62550.089844 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -62550.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62612.476562 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -62612.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62672.871094 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -62672.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62672.871094 Penalty: 3114.146729
	Iteration 16F: 3 clusters Score -62672.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139875 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62568 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 811 members 
Mstep: Class 29 contains 193 members 
Entering Unmasked Estep 
Score: -134147416.000000 Penalty: 99435.203125
Splitting cluster 27 changes total score from -134148104.000000 to -134147416.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139875 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 4205 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62568 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102435 members 
Mstep: Class 27 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148664.000000 Penalty: 96006.398438
Iteration 159Q: 29 clusters Score -1.341487e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139876 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 107203 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206570 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88021 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12166 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62562 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102432 members 
Mstep: Class 27 contains 530 members 
Mstep: Class 28 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148776.000000 Penalty: 96006.398438
Iteration 160F: 29 clusters Score -1.341488e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139877 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 107206 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206577 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92297 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33515 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88021 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6406 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102424 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148728.000000 Penalty: 96006.398438
Iteration 161Q: 29 clusters Score -1.341487e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139877 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107207 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206585 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92296 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33516 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88022 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4198 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62561 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102418 members 
Mstep: Class 27 contains 524 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148664.000000 Penalty: 96006.398438
Iteration 162Q: 29 clusters Score -1.341487e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139882 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107209 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206590 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92295 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33516 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 88020 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12163 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102410 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148720.000000 Penalty: 96006.398438
Iteration 163Q: 29 clusters Score -1.341487e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139881 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107209 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206598 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92295 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33517 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 88021 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102402 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148792.000000 Penalty: 96006.398438
Iteration 164Q: 29 clusters Score -1.341488e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139882 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107211 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206600 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92291 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33519 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12173 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102392 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148728.000000 Penalty: 96006.398438
Iteration 165Q: 29 clusters Score -1.341487e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139883 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107212 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206606 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92285 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 88024 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12178 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102384 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148736.000000 Penalty: 96006.398438
Iteration 166Q: 29 clusters Score -1.341487e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139885 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107214 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206607 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92283 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 88024 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62554 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102378 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148824.000000 Penalty: 96006.398438
Iteration 167Q: 29 clusters Score -1.341488e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139886 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206616 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92278 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 88020 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62558 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102372 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148800.000000 Penalty: 96006.398438
Iteration 168Q: 29 clusters Score -1.341488e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139887 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206623 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92276 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 88014 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62561 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102369 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148824.000000 Penalty: 96006.398438
Iteration 169Q: 29 clusters Score -1.341488e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139887 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206628 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92277 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 88014 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62561 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102364 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148784.000000 Penalty: 96006.398438
Iteration 170Q: 29 clusters Score -1.341488e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139888 members 
Mstep: Class 4 contains 13472 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206633 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92278 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 88013 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62561 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102359 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148848.000000 Penalty: 96006.398438
Iteration 171Q: 29 clusters Score -1.341488e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139888 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206645 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92276 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88011 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62562 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102352 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148760.000000 Penalty: 96006.398438
Iteration 172Q: 29 clusters Score -1.341488e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139888 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206653 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92277 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88011 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62560 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102347 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148696.000000 Penalty: 96006.398438
Iteration 173Q: 29 clusters Score -1.341487e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13472 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206653 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92277 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33519 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88010 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4187 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102346 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148712.000000 Penalty: 96006.398438
Iteration 174Q: 29 clusters Score -1.341487e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206658 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92275 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88005 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62559 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102346 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148760.000000 Penalty: 96006.398438
Iteration 175Q: 29 clusters Score -1.341488e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 107214 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206658 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88001 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62561 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148728.000000 Penalty: 96006.398438
Iteration 176Q: 29 clusters Score -1.341487e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139886 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 107214 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206662 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 88001 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62558 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102352 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148760.000000 Penalty: 96006.398438
Iteration 177Q: 29 clusters Score -1.341488e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139884 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107216 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206663 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92273 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 87997 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102356 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148776.000000 Penalty: 96006.398438
Iteration 178Q: 29 clusters Score -1.341488e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139884 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206665 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 87996 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102356 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148720.000000 Penalty: 96006.398438
Iteration 179Q: 29 clusters Score -1.341487e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139884 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 87994 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62558 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102354 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148664.000000 Penalty: 96006.398438
Iteration 180F: 29 clusters Score -1.341487e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139884 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206670 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 87993 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102353 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148688.000000 Penalty: 96006.398438
Iteration 181Q: 29 clusters Score -1.341487e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139886 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206669 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87992 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102352 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148720.000000 Penalty: 96006.398438
Iteration 182Q: 29 clusters Score -1.341487e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139888 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206669 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87991 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148736.000000 Penalty: 96006.398438
Iteration 183Q: 29 clusters Score -1.341487e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206670 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148736.000000 Penalty: 96006.398438
Iteration 184Q: 29 clusters Score -1.341487e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13476 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206669 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148744.000000 Penalty: 96006.398438
Iteration 185Q: 29 clusters Score -1.341487e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148720.000000 Penalty: 96006.398438
Iteration 186Q: 29 clusters Score -1.341487e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134148720.000000 Penalty: 96006.398438
Iteration 187F: 29 clusters Score -1.341487e+08 nChanged 0
Entering ConstructFrom: 
Score: -134148720.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -284464.218750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -284464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -281750.812500 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -281750.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -282445.250000 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -282445.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -282749.500000 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -282749.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -282991.718750 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -282991.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283242.968750 Penalty: 3833.294434
	Iteration 4F: 3 clusters Score -283243 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -283426.781250 Penalty: 3833.294434
	Iteration 5F: 3 clusters Score -283426.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -283583.437500 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -283583.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -283730.437500 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -283730.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283856.093750 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -283856.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -283943.031250 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -283943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -284008.437500 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -284008.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -284060.156250 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -284060.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -284094.375000 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -284094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -284139.156250 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -284139.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -284192.343750 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -284192.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -284216.531250 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -284216.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284239.812500 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -284239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -284266.500000 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -284266.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -284289.750000 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -284289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -284314.718750 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -284314.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -284353.000000 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -284353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -284404.312500 Penalty: 3833.294434
	Iteration 21Q: 3 clusters Score -284404.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284452.937500 Penalty: 3833.294434
	Iteration 22Q: 3 clusters Score -284452.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284513.125000 Penalty: 3833.294434
	Iteration 23Q: 3 clusters Score -284513.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -284604.125000 Penalty: 3833.294434
	Iteration 24Q: 3 clusters Score -284604.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284708.906250 Penalty: 3833.294434
	Iteration 25Q: 3 clusters Score -284708.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -284795.281250 Penalty: 3833.294434
	Iteration 26Q: 3 clusters Score -284795.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284854.468750 Penalty: 3833.294434
	Iteration 27Q: 3 clusters Score -284854.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -284921.812500 Penalty: 3833.294434
	Iteration 28Q: 3 clusters Score -284921.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284962.187500 Penalty: 3833.294434
	Iteration 29Q: 3 clusters Score -284962.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -284984.375000 Penalty: 3833.294434
	Iteration 30Q: 3 clusters Score -284984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -285000.812500 Penalty: 3833.294434
	Iteration 31Q: 3 clusters Score -285000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -285005.031250 Penalty: 3833.294434
	Iteration 32Q: 3 clusters Score -285005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -285008.656250 Penalty: 3833.294434
	Iteration 33Q: 3 clusters Score -285008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -285009.562500 Penalty: 3833.294434
	Iteration 34Q: 3 clusters Score -285009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -285021.281250 Penalty: 3833.294434
	Iteration 35F: 3 clusters Score -285021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -285041.531250 Penalty: 3833.294434
	Iteration 36Q: 3 clusters Score -285041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285098.718750 Penalty: 3833.294434
	Iteration 37Q: 3 clusters Score -285098.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285217.500000 Penalty: 3833.294434
	Iteration 38Q: 3 clusters Score -285217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -285326.468750 Penalty: 3833.294434
	Iteration 39Q: 3 clusters Score -285326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -285349.718750 Penalty: 3833.294434
	Iteration 40F: 3 clusters Score -285349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -285353.156250 Penalty: 3833.294434
	Iteration 41Q: 3 clusters Score -285353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -285353.156250 Penalty: 3833.294434
	Iteration 42F: 3 clusters Score -285353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 888 members 
Entering Unmasked Estep 
Score: -134147720.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134148720.000000 to -134147720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -108658.562500 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -108658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106807.664062 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -106807.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107165.867188 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -107165.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107373.359375 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -107373.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107521.875000 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -107521.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107642.757812 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -107642.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107800.046875 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -107800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108018.523438 Penalty: 3366.771240
	Iteration 6F: 3 clusters Score -108018.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108338.242188 Penalty: 3366.771240
	Iteration 7F: 3 clusters Score -108338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108638.828125 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -108638.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108740.859375 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -108740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108787.132812 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -108787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108801.867188 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -108801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108807.265625 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -108807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108813.718750 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -108813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108827.289062 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -108827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108836.695312 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -108836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108836.695312 Penalty: 3366.771240
	Iteration 16F: 3 clusters Score -108836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 308 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 579 members 
Entering Unmasked Estep 
Score: -134147184.000000 Penalty: 99435.203125
Splitting cluster 2 changes total score from -134148720.000000 to -134147184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (139889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Entering Unmasked Estep 
Score: -19077334.000000 Penalty: 2938.453857
	Iteration 0F: 2 clusters Score -1.907733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -18986518.000000 Penalty: 5876.907715
	Iteration 0F: 3 clusters Score -1.898652e+07 nChanged 66647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -19024636.000000 Penalty: 5876.907715
	Iteration 1F: 3 clusters Score -1.902464e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -19025442.000000 Penalty: 5876.907715
	Iteration 2Q: 3 clusters Score -1.902544e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -19026216.000000 Penalty: 5876.907715
	Iteration 3Q: 3 clusters Score -1.902622e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -19027058.000000 Penalty: 5876.907715
	Iteration 4Q: 3 clusters Score -1.902706e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -19028018.000000 Penalty: 5876.907715
	Iteration 5Q: 3 clusters Score -1.902802e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -19029120.000000 Penalty: 5876.907715
	Iteration 6Q: 3 clusters Score -1.902912e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -19030568.000000 Penalty: 5876.907715
	Iteration 7Q: 3 clusters Score -1.903057e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -19032364.000000 Penalty: 5876.907715
	Iteration 8Q: 3 clusters Score -1.903236e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -19034400.000000 Penalty: 5876.907715
	Iteration 9Q: 3 clusters Score -1.90344e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -19036682.000000 Penalty: 5876.907715
	Iteration 10Q: 3 clusters Score -1.903668e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -19039078.000000 Penalty: 5876.907715
	Iteration 11Q: 3 clusters Score -1.903908e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -19041742.000000 Penalty: 5876.907715
	Iteration 12Q: 3 clusters Score -1.904174e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -19044690.000000 Penalty: 5876.907715
	Iteration 13Q: 3 clusters Score -1.904469e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -19047946.000000 Penalty: 5876.907715
	Iteration 14Q: 3 clusters Score -1.904795e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -19051450.000000 Penalty: 5876.907715
	Iteration 15Q: 3 clusters Score -1.905145e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -19055546.000000 Penalty: 5876.907715
	Iteration 16F: 3 clusters Score -1.905555e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -19059870.000000 Penalty: 5876.907715
	Iteration 17F: 3 clusters Score -1.905987e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -19064292.000000 Penalty: 5876.907715
	Iteration 18Q: 3 clusters Score -1.906429e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -19067938.000000 Penalty: 5876.907715
	Iteration 19Q: 3 clusters Score -1.906794e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -19070634.000000 Penalty: 5876.907715
	Iteration 20F: 3 clusters Score -1.907063e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -19072496.000000 Penalty: 5876.907715
	Iteration 21Q: 3 clusters Score -1.90725e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135346 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -19073502.000000 Penalty: 5876.907715
	Iteration 22Q: 3 clusters Score -1.90735e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136679 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -19074090.000000 Penalty: 5876.907715
	Iteration 23Q: 3 clusters Score -1.907409e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19074444.000000 Penalty: 5876.907715
	Iteration 24Q: 3 clusters Score -1.907444e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19074684.000000 Penalty: 5876.907715
	Iteration 25Q: 3 clusters Score -1.907468e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19074766.000000 Penalty: 5876.907715
	Iteration 26Q: 3 clusters Score -1.907477e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19074864.000000 Penalty: 5876.907715
	Iteration 27Q: 3 clusters Score -1.907486e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138576 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19074888.000000 Penalty: 5876.907715
	Iteration 28Q: 3 clusters Score -1.907489e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19074938.000000 Penalty: 5876.907715
	Iteration 29Q: 3 clusters Score -1.907494e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19074926.000000 Penalty: 5876.907715
	Iteration 30Q: 3 clusters Score -1.907493e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19074952.000000 Penalty: 5876.907715
	Iteration 31Q: 3 clusters Score -1.907495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19074956.000000 Penalty: 5876.907715
	Iteration 32Q: 3 clusters Score -1.907496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19074952.000000 Penalty: 5876.907715
	Iteration 33Q: 3 clusters Score -1.907495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19074956.000000 Penalty: 5876.907715
	Iteration 34Q: 3 clusters Score -1.907496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19074956.000000 Penalty: 5876.907715
	Iteration 35Q: 3 clusters Score -1.907496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19074992.000000 Penalty: 5876.907715
	Iteration 36Q: 3 clusters Score -1.907499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19075014.000000 Penalty: 5876.907715
	Iteration 37Q: 3 clusters Score -1.907501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19075008.000000 Penalty: 5876.907715
	Iteration 38Q: 3 clusters Score -1.907501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138982 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19074996.000000 Penalty: 5876.907715
	Iteration 39Q: 3 clusters Score -1.9075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19075000.000000 Penalty: 5876.907715
	Iteration 40F: 3 clusters Score -1.9075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19075004.000000 Penalty: 5876.907715
	Iteration 41Q: 3 clusters Score -1.9075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19075004.000000 Penalty: 5876.907715
	Iteration 42Q: 3 clusters Score -1.9075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19075008.000000 Penalty: 5876.907715
	Iteration 43Q: 3 clusters Score -1.907501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19075010.000000 Penalty: 5876.907715
	Iteration 44Q: 3 clusters Score -1.907501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19075000.000000 Penalty: 5876.907715
	Iteration 45Q: 3 clusters Score -1.9075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19074992.000000 Penalty: 5876.907715
	Iteration 46Q: 3 clusters Score -1.907499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19075012.000000 Penalty: 5876.907715
	Iteration 47Q: 3 clusters Score -1.907501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19075014.000000 Penalty: 5876.907715
	Iteration 48Q: 3 clusters Score -1.907501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19075026.000000 Penalty: 5876.907715
	Iteration 49Q: 3 clusters Score -1.907503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19075040.000000 Penalty: 5876.907715
	Iteration 50Q: 3 clusters Score -1.907504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19075042.000000 Penalty: 5876.907715
	Iteration 51Q: 3 clusters Score -1.907504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139051 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19075038.000000 Penalty: 5876.907715
	Iteration 52Q: 3 clusters Score -1.907504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19075036.000000 Penalty: 5876.907715
	Iteration 53Q: 3 clusters Score -1.907504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19075044.000000 Penalty: 5876.907715
	Iteration 54Q: 3 clusters Score -1.907504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19075032.000000 Penalty: 5876.907715
	Iteration 55Q: 3 clusters Score -1.907503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19075040.000000 Penalty: 5876.907715
	Iteration 56Q: 3 clusters Score -1.907504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19075044.000000 Penalty: 5876.907715
	Iteration 57Q: 3 clusters Score -1.907504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139071 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19075044.000000 Penalty: 5876.907715
	Iteration 58Q: 3 clusters Score -1.907504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19075038.000000 Penalty: 5876.907715
	Iteration 59Q: 3 clusters Score -1.907504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139071 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19075036.000000 Penalty: 5876.907715
	Iteration 60F: 3 clusters Score -1.907504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19075048.000000 Penalty: 5876.907715
	Iteration 61Q: 3 clusters Score -1.907505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19075064.000000 Penalty: 5876.907715
	Iteration 62Q: 3 clusters Score -1.907506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19075062.000000 Penalty: 5876.907715
	Iteration 63Q: 3 clusters Score -1.907506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -19075068.000000 Penalty: 5876.907715
	Iteration 64Q: 3 clusters Score -1.907507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19075060.000000 Penalty: 5876.907715
	Iteration 65Q: 3 clusters Score -1.907506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19075066.000000 Penalty: 5876.907715
	Iteration 66Q: 3 clusters Score -1.907507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139101 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19075066.000000 Penalty: 5876.907715
	Iteration 67Q: 3 clusters Score -1.907507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19075082.000000 Penalty: 5876.907715
	Iteration 68Q: 3 clusters Score -1.907508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19075070.000000 Penalty: 5876.907715
	Iteration 69Q: 3 clusters Score -1.907507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139110 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19075074.000000 Penalty: 5876.907715
	Iteration 70Q: 3 clusters Score -1.907507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19075084.000000 Penalty: 5876.907715
	Iteration 71Q: 3 clusters Score -1.907508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19075086.000000 Penalty: 5876.907715
	Iteration 72Q: 3 clusters Score -1.907509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139123 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19075096.000000 Penalty: 5876.907715
	Iteration 73Q: 3 clusters Score -1.90751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19075092.000000 Penalty: 5876.907715
	Iteration 74Q: 3 clusters Score -1.907509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19075098.000000 Penalty: 5876.907715
	Iteration 75Q: 3 clusters Score -1.90751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139123 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19075102.000000 Penalty: 5876.907715
	Iteration 76Q: 3 clusters Score -1.90751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19075100.000000 Penalty: 5876.907715
	Iteration 77Q: 3 clusters Score -1.90751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19075100.000000 Penalty: 5876.907715
	Iteration 78F: 3 clusters Score -1.90751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Entering Unmasked Estep 
Score: -1865777.250000 Penalty: 2358.167480
	Iteration 0F: 2 clusters Score -1865777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1855832.750000 Penalty: 4716.334961
	Iteration 0F: 3 clusters Score -1855833 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1858906.375000 Penalty: 4716.334961
	Iteration 1F: 3 clusters Score -1858906 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1859245.375000 Penalty: 4716.334961
	Iteration 2F: 3 clusters Score -1859245 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1859519.375000 Penalty: 4716.334961
	Iteration 3Q: 3 clusters Score -1859519 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1859754.375000 Penalty: 4716.334961
	Iteration 4Q: 3 clusters Score -1859754 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1859983.000000 Penalty: 4716.334961
	Iteration 5Q: 3 clusters Score -1859983 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1860197.875000 Penalty: 4716.334961
	Iteration 6Q: 3 clusters Score -1860198 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1860413.875000 Penalty: 4716.334961
	Iteration 7Q: 3 clusters Score -1860414 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1860639.625000 Penalty: 4716.334961
	Iteration 8Q: 3 clusters Score -1860640 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1860881.625000 Penalty: 4716.334961
	Iteration 9Q: 3 clusters Score -1860882 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1861156.000000 Penalty: 4716.334961
	Iteration 10Q: 3 clusters Score -1861156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1861424.625000 Penalty: 4716.334961
	Iteration 11Q: 3 clusters Score -1861425 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1861693.625000 Penalty: 4716.334961
	Iteration 12Q: 3 clusters Score -1861694 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1861949.875000 Penalty: 4716.334961
	Iteration 13Q: 3 clusters Score -1861950 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1862181.500000 Penalty: 4716.334961
	Iteration 14Q: 3 clusters Score -1862182 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1862400.750000 Penalty: 4716.334961
	Iteration 15Q: 3 clusters Score -1862401 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1862612.625000 Penalty: 4716.334961
	Iteration 16Q: 3 clusters Score -1862613 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1862802.500000 Penalty: 4716.334961
	Iteration 17Q: 3 clusters Score -1862802 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1862966.250000 Penalty: 4716.334961
	Iteration 18Q: 3 clusters Score -1862966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1863112.375000 Penalty: 4716.334961
	Iteration 19Q: 3 clusters Score -1863112 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1863219.500000 Penalty: 4716.334961
	Iteration 20F: 3 clusters Score -1863220 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1863304.000000 Penalty: 4716.334961
	Iteration 21Q: 3 clusters Score -1863304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1863361.875000 Penalty: 4716.334961
	Iteration 22Q: 3 clusters Score -1863362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1863414.500000 Penalty: 4716.334961
	Iteration 23Q: 3 clusters Score -1863414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1863464.125000 Penalty: 4716.334961
	Iteration 24Q: 3 clusters Score -1863464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1863508.375000 Penalty: 4716.334961
	Iteration 25Q: 3 clusters Score -1863508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1863560.625000 Penalty: 4716.334961
	Iteration 26Q: 3 clusters Score -1863561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1863606.125000 Penalty: 4716.334961
	Iteration 27Q: 3 clusters Score -1863606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1863631.875000 Penalty: 4716.334961
	Iteration 28Q: 3 clusters Score -1863632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1863651.375000 Penalty: 4716.334961
	Iteration 29Q: 3 clusters Score -1863651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1863667.000000 Penalty: 4716.334961
	Iteration 30Q: 3 clusters Score -1863667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1863685.875000 Penalty: 4716.334961
	Iteration 31Q: 3 clusters Score -1863686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1863702.250000 Penalty: 4716.334961
	Iteration 32Q: 3 clusters Score -1863702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1863720.500000 Penalty: 4716.334961
	Iteration 33Q: 3 clusters Score -1863720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1863748.500000 Penalty: 4716.334961
	Iteration 34Q: 3 clusters Score -1863748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1863768.625000 Penalty: 4716.334961
	Iteration 35Q: 3 clusters Score -1863769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1863782.125000 Penalty: 4716.334961
	Iteration 36Q: 3 clusters Score -1863782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1863789.625000 Penalty: 4716.334961
	Iteration 37Q: 3 clusters Score -1863790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1863799.250000 Penalty: 4716.334961
	Iteration 38Q: 3 clusters Score -1863799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1863807.500000 Penalty: 4716.334961
	Iteration 39Q: 3 clusters Score -1863808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1863817.625000 Penalty: 4716.334961
	Iteration 40F: 3 clusters Score -1863818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1863827.000000 Penalty: 4716.334961
	Iteration 41Q: 3 clusters Score -1863827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1863831.750000 Penalty: 4716.334961
	Iteration 42Q: 3 clusters Score -1863832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1863837.875000 Penalty: 4716.334961
	Iteration 43Q: 3 clusters Score -1863838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1863838.375000 Penalty: 4716.334961
	Iteration 44Q: 3 clusters Score -1863838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1863841.500000 Penalty: 4716.334961
	Iteration 45Q: 3 clusters Score -1863842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1863846.500000 Penalty: 4716.334961
	Iteration 46Q: 3 clusters Score -1863846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1863850.875000 Penalty: 4716.334961
	Iteration 47Q: 3 clusters Score -1863851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1863851.625000 Penalty: 4716.334961
	Iteration 48Q: 3 clusters Score -1863852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1863853.250000 Penalty: 4716.334961
	Iteration 49Q: 3 clusters Score -1863853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1863853.750000 Penalty: 4716.334961
	Iteration 50Q: 3 clusters Score -1863854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1863855.500000 Penalty: 4716.334961
	Iteration 51Q: 3 clusters Score -1863856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1863855.500000 Penalty: 4716.334961
	Iteration 52F: 3 clusters Score -1863856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Entering Unmasked Estep 
Score: -14509406.000000 Penalty: 2872.482666
	Iteration 0F: 2 clusters Score -1.450941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -14438085.000000 Penalty: 5744.965332
	Iteration 0F: 3 clusters Score -1.443808e+07 nChanged 50673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -14466557.000000 Penalty: 5744.965332
	Iteration 1F: 3 clusters Score -1.446656e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -14467176.000000 Penalty: 5744.965332
	Iteration 2Q: 3 clusters Score -1.446718e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -14467994.000000 Penalty: 5744.965332
	Iteration 3Q: 3 clusters Score -1.446799e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -14469082.000000 Penalty: 5744.965332
	Iteration 4Q: 3 clusters Score -1.446908e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -14471053.000000 Penalty: 5744.965332
	Iteration 5Q: 3 clusters Score -1.447105e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -14474219.000000 Penalty: 5744.965332
	Iteration 6F: 3 clusters Score -1.447422e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -14478953.000000 Penalty: 5744.965332
	Iteration 7F: 3 clusters Score -1.447895e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -14485772.000000 Penalty: 5744.965332
	Iteration 8F: 3 clusters Score -1.448577e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -14493140.000000 Penalty: 5744.965332
	Iteration 9F: 3 clusters Score -1.449314e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -14499156.000000 Penalty: 5744.965332
	Iteration 10F: 3 clusters Score -1.449916e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -14502726.000000 Penalty: 5744.965332
	Iteration 11Q: 3 clusters Score -1.450273e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -14504413.000000 Penalty: 5744.965332
	Iteration 12Q: 3 clusters Score -1.450441e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -14505179.000000 Penalty: 5744.965332
	Iteration 13Q: 3 clusters Score -1.450518e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -14505554.000000 Penalty: 5744.965332
	Iteration 14Q: 3 clusters Score -1.450555e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -14505785.000000 Penalty: 5744.965332
	Iteration 15Q: 3 clusters Score -1.450578e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -14505981.000000 Penalty: 5744.965332
	Iteration 16Q: 3 clusters Score -1.450598e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -14506063.000000 Penalty: 5744.965332
	Iteration 17Q: 3 clusters Score -1.450606e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -14506144.000000 Penalty: 5744.965332
	Iteration 18Q: 3 clusters Score -1.450614e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -14506244.000000 Penalty: 5744.965332
	Iteration 19Q: 3 clusters Score -1.450624e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -14506330.000000 Penalty: 5744.965332
	Iteration 20F: 3 clusters Score -1.450633e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -14506409.000000 Penalty: 5744.965332
	Iteration 21Q: 3 clusters Score -1.450641e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -14506442.000000 Penalty: 5744.965332
	Iteration 22Q: 3 clusters Score -1.450644e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -14506481.000000 Penalty: 5744.965332
	Iteration 23Q: 3 clusters Score -1.450648e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -14506533.000000 Penalty: 5744.965332
	Iteration 24Q: 3 clusters Score -1.450653e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -14506589.000000 Penalty: 5744.965332
	Iteration 25Q: 3 clusters Score -1.450659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -14506615.000000 Penalty: 5744.965332
	Iteration 26Q: 3 clusters Score -1.450662e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -14506681.000000 Penalty: 5744.965332
	Iteration 27Q: 3 clusters Score -1.450668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -14506697.000000 Penalty: 5744.965332
	Iteration 28Q: 3 clusters Score -1.45067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -14506724.000000 Penalty: 5744.965332
	Iteration 29Q: 3 clusters Score -1.450672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -14506732.000000 Penalty: 5744.965332
	Iteration 30Q: 3 clusters Score -1.450673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -14506743.000000 Penalty: 5744.965332
	Iteration 31Q: 3 clusters Score -1.450674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -14506774.000000 Penalty: 5744.965332
	Iteration 32Q: 3 clusters Score -1.450677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -14506792.000000 Penalty: 5744.965332
	Iteration 33Q: 3 clusters Score -1.450679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -14506779.000000 Penalty: 5744.965332
	Iteration 34Q: 3 clusters Score -1.450678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -14506791.000000 Penalty: 5744.965332
	Iteration 35Q: 3 clusters Score -1.450679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -14506814.000000 Penalty: 5744.965332
	Iteration 36Q: 3 clusters Score -1.450681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -14506820.000000 Penalty: 5744.965332
	Iteration 37Q: 3 clusters Score -1.450682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -14506828.000000 Penalty: 5744.965332
	Iteration 38Q: 3 clusters Score -1.450683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -14506828.000000 Penalty: 5744.965332
	Iteration 39Q: 3 clusters Score -1.450683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 106223 members 
Entering Unmasked Estep 
Score: -14506831.000000 Penalty: 5744.965332
	Iteration 40F: 3 clusters Score -1.450683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -14506845.000000 Penalty: 5744.965332
	Iteration 41Q: 3 clusters Score -1.450684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -14506852.000000 Penalty: 5744.965332
	Iteration 42Q: 3 clusters Score -1.450685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -14506843.000000 Penalty: 5744.965332
	Iteration 43Q: 3 clusters Score -1.450684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -14506845.000000 Penalty: 5744.965332
	Iteration 44Q: 3 clusters Score -1.450684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -14506858.000000 Penalty: 5744.965332
	Iteration 45Q: 3 clusters Score -1.450686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -14506849.000000 Penalty: 5744.965332
	Iteration 46Q: 3 clusters Score -1.450685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -14506857.000000 Penalty: 5744.965332
	Iteration 47Q: 3 clusters Score -1.450686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -14506855.000000 Penalty: 5744.965332
	Iteration 48Q: 3 clusters Score -1.450686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -14506855.000000 Penalty: 5744.965332
	Iteration 49Q: 3 clusters Score -1.450686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -14506867.000000 Penalty: 5744.965332
	Iteration 50Q: 3 clusters Score -1.450687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -14506874.000000 Penalty: 5744.965332
	Iteration 51Q: 3 clusters Score -1.450687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -14506894.000000 Penalty: 5744.965332
	Iteration 52Q: 3 clusters Score -1.450689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -14506888.000000 Penalty: 5744.965332
	Iteration 53Q: 3 clusters Score -1.450689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -14506889.000000 Penalty: 5744.965332
	Iteration 54Q: 3 clusters Score -1.450689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -14506912.000000 Penalty: 5744.965332
	Iteration 55Q: 3 clusters Score -1.450691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -14506911.000000 Penalty: 5744.965332
	Iteration 56Q: 3 clusters Score -1.450691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -14506913.000000 Penalty: 5744.965332
	Iteration 57Q: 3 clusters Score -1.450691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -14506900.000000 Penalty: 5744.965332
	Iteration 58Q: 3 clusters Score -1.45069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -14506905.000000 Penalty: 5744.965332
	Iteration 59Q: 3 clusters Score -1.45069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -14506907.000000 Penalty: 5744.965332
	Iteration 60F: 3 clusters Score -1.450691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -14506904.000000 Penalty: 5744.965332
	Iteration 61Q: 3 clusters Score -1.45069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -14506913.000000 Penalty: 5744.965332
	Iteration 62Q: 3 clusters Score -1.450691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -14506908.000000 Penalty: 5744.965332
	Iteration 63Q: 3 clusters Score -1.450691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -14506916.000000 Penalty: 5744.965332
	Iteration 64Q: 3 clusters Score -1.450692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -14506916.000000 Penalty: 5744.965332
	Iteration 65Q: 3 clusters Score -1.450692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -14506917.000000 Penalty: 5744.965332
	Iteration 66Q: 3 clusters Score -1.450692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -14506909.000000 Penalty: 5744.965332
	Iteration 67Q: 3 clusters Score -1.450691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -14506909.000000 Penalty: 5744.965332
	Iteration 68F: 3 clusters Score -1.450691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -1028435.562500 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -1028436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1022328.375000 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -1022328 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1023978.000000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -1023978 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1024216.937500 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -1024217 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1024364.437500 Penalty: 4427.815918
	Iteration 3Q: 3 clusters Score -1024364 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1024486.812500 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -1024487 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1024581.187500 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -1024581 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1024661.625000 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -1024662 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1024732.437500 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -1024732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1024787.687500 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -1024788 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1024846.375000 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -1024846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1024900.000000 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -1024900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1024947.312500 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -1024947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1025000.187500 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -1025000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1025066.375000 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -1025066 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1025136.000000 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -1025136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1025210.312500 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -1025210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1025314.812500 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -1025315 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1025432.250000 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -1025432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1025540.875000 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -1025541 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1025657.000000 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -1025657 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1025758.937500 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -1025759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1025855.312500 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -1025855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1025954.687500 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -1025955 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1026026.562500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -1026027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1026094.375000 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -1026094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1026159.750000 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -1026160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1026216.812500 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -1026217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1026267.937500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -1026268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1026308.562500 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -1026309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1026337.437500 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -1026337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1026366.750000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -1026367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1026389.375000 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -1026389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1026404.687500 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -1026405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1026420.250000 Penalty: 4427.815918
	Iteration 33Q: 3 clusters Score -1026420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1026433.437500 Penalty: 4427.815918
	Iteration 34Q: 3 clusters Score -1026433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1026442.687500 Penalty: 4427.815918
	Iteration 35Q: 3 clusters Score -1026443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1026452.437500 Penalty: 4427.815918
	Iteration 36Q: 3 clusters Score -1026452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1026463.937500 Penalty: 4427.815918
	Iteration 37Q: 3 clusters Score -1026464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1026470.375000 Penalty: 4427.815918
	Iteration 38Q: 3 clusters Score -1026470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1026482.187500 Penalty: 4427.815918
	Iteration 39Q: 3 clusters Score -1026482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1026493.125000 Penalty: 4427.815918
	Iteration 40F: 3 clusters Score -1026493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1026499.500000 Penalty: 4427.815918
	Iteration 41Q: 3 clusters Score -1026500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1026504.500000 Penalty: 4427.815918
	Iteration 42Q: 3 clusters Score -1026504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1026507.250000 Penalty: 4427.815918
	Iteration 43Q: 3 clusters Score -1026507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1026509.875000 Penalty: 4427.815918
	Iteration 44Q: 3 clusters Score -1026510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1026511.375000 Penalty: 4427.815918
	Iteration 45Q: 3 clusters Score -1026511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1026510.812500 Penalty: 4427.815918
	Iteration 46Q: 3 clusters Score -1026511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1026515.187500 Penalty: 4427.815918
	Iteration 47Q: 3 clusters Score -1026515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1026517.062500 Penalty: 4427.815918
	Iteration 48Q: 3 clusters Score -1026517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1026516.375000 Penalty: 4427.815918
	Iteration 49Q: 3 clusters Score -1026516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1026516.312500 Penalty: 4427.815918
	Iteration 50Q: 3 clusters Score -1026516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1026516.312500 Penalty: 4427.815918
	Iteration 51F: 3 clusters Score -1026516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (206668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206668 members 
Entering Unmasked Estep 
Score: -28303292.000000 Penalty: 3035.239502
	Iteration 0F: 2 clusters Score -2.830329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -28175238.000000 Penalty: 6070.479004
	Iteration 0F: 3 clusters Score -2.817524e+07 nChanged 99339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -28233282.000000 Penalty: 6070.479004
	Iteration 1F: 3 clusters Score -2.823328e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -28234020.000000 Penalty: 6070.479004
	Iteration 2Q: 3 clusters Score -2.823402e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -28235156.000000 Penalty: 6070.479004
	Iteration 3Q: 3 clusters Score -2.823516e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -28236884.000000 Penalty: 6070.479004
	Iteration 4Q: 3 clusters Score -2.823688e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -28239832.000000 Penalty: 6070.479004
	Iteration 5Q: 3 clusters Score -2.823983e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131127 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -28245042.000000 Penalty: 6070.479004
	Iteration 6Q: 3 clusters Score -2.824504e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -28254524.000000 Penalty: 6070.479004
	Iteration 7F: 3 clusters Score -2.825452e+07 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -28267068.000000 Penalty: 6070.479004
	Iteration 8F: 3 clusters Score -2.826707e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -28279604.000000 Penalty: 6070.479004
	Iteration 9F: 3 clusters Score -2.82796e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187016 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -28288238.000000 Penalty: 6070.479004
	Iteration 10F: 3 clusters Score -2.828824e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -28293480.000000 Penalty: 6070.479004
	Iteration 11Q: 3 clusters Score -2.829348e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199294 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -28296380.000000 Penalty: 6070.479004
	Iteration 12Q: 3 clusters Score -2.829638e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202064 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -28298126.000000 Penalty: 6070.479004
	Iteration 13Q: 3 clusters Score -2.829813e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203680 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -28299148.000000 Penalty: 6070.479004
	Iteration 14Q: 3 clusters Score -2.829915e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204607 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -28299586.000000 Penalty: 6070.479004
	Iteration 15Q: 3 clusters Score -2.829959e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205123 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -28299924.000000 Penalty: 6070.479004
	Iteration 16Q: 3 clusters Score -2.829992e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205408 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28300094.000000 Penalty: 6070.479004
	Iteration 17Q: 3 clusters Score -2.830009e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205585 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -28300194.000000 Penalty: 6070.479004
	Iteration 18Q: 3 clusters Score -2.830019e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205706 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -28300320.000000 Penalty: 6070.479004
	Iteration 19Q: 3 clusters Score -2.830032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205775 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -28300350.000000 Penalty: 6070.479004
	Iteration 20F: 3 clusters Score -2.830035e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205837 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -28300426.000000 Penalty: 6070.479004
	Iteration 21Q: 3 clusters Score -2.830043e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205898 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -28300484.000000 Penalty: 6070.479004
	Iteration 22Q: 3 clusters Score -2.830048e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205932 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -28300538.000000 Penalty: 6070.479004
	Iteration 23Q: 3 clusters Score -2.830054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -28300550.000000 Penalty: 6070.479004
	Iteration 24Q: 3 clusters Score -2.830055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205969 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -28300556.000000 Penalty: 6070.479004
	Iteration 25Q: 3 clusters Score -2.830056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205978 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -28300574.000000 Penalty: 6070.479004
	Iteration 26Q: 3 clusters Score -2.830057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205990 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28300592.000000 Penalty: 6070.479004
	Iteration 27Q: 3 clusters Score -2.830059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205996 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28300598.000000 Penalty: 6070.479004
	Iteration 28Q: 3 clusters Score -2.83006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206002 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -28300610.000000 Penalty: 6070.479004
	Iteration 29Q: 3 clusters Score -2.830061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206010 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -28300592.000000 Penalty: 6070.479004
	Iteration 30Q: 3 clusters Score -2.830059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206015 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -28300608.000000 Penalty: 6070.479004
	Iteration 31Q: 3 clusters Score -2.830061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -28300592.000000 Penalty: 6070.479004
	Iteration 32Q: 3 clusters Score -2.830059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206025 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -28300598.000000 Penalty: 6070.479004
	Iteration 33Q: 3 clusters Score -2.83006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206026 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -28300600.000000 Penalty: 6070.479004
	Iteration 34Q: 3 clusters Score -2.83006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206029 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -28300612.000000 Penalty: 6070.479004
	Iteration 35Q: 3 clusters Score -2.830061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -28300588.000000 Penalty: 6070.479004
	Iteration 36Q: 3 clusters Score -2.830059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -28300602.000000 Penalty: 6070.479004
	Iteration 37Q: 3 clusters Score -2.83006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -28300602.000000 Penalty: 6070.479004
	Iteration 38F: 3 clusters Score -2.83006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -157771.875000 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -157771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155715.046875 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -155715 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -156016.125000 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -156016.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -156118.156250 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -156118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -156161.359375 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -156161.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156216.343750 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -156216.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -156259.906250 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -156259.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156295.281250 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -156295.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -156335.109375 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -156335.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156364.703125 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -156364.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -156398.468750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -156398.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156424.109375 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -156424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -156442.062500 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -156442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -156464.296875 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -156464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -156473.234375 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -156473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -156481.593750 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -156481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -156489.609375 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -156489.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -156499.390625 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -156499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -156506.375000 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -156506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -156514.203125 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -156514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -156523.984375 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -156524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -156531.421875 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -156531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -156538.546875 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -156538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -156548.453125 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -156548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -156554.375000 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -156554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -156563.578125 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -156563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -156570.187500 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -156570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -156574.437500 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -156574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -156575.609375 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -156575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -156575.609375 Penalty: 3498.578369
	Iteration 28F: 3 clusters Score -156575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Entering Unmasked Estep 
Score: -12619331.000000 Penalty: 2835.264404
	Iteration 0F: 2 clusters Score -1.261933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -12557372.000000 Penalty: 5670.528809
	Iteration 0F: 3 clusters Score -1.255737e+07 nChanged 43666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -12582460.000000 Penalty: 5670.528809
	Iteration 1F: 3 clusters Score -1.258246e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -12583099.000000 Penalty: 5670.528809
	Iteration 2Q: 3 clusters Score -1.25831e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -12583883.000000 Penalty: 5670.528809
	Iteration 3Q: 3 clusters Score -1.258388e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -12584806.000000 Penalty: 5670.528809
	Iteration 4Q: 3 clusters Score -1.258481e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -12585999.000000 Penalty: 5670.528809
	Iteration 5Q: 3 clusters Score -1.2586e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -12587464.000000 Penalty: 5670.528809
	Iteration 6Q: 3 clusters Score -1.258746e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -12589364.000000 Penalty: 5670.528809
	Iteration 7Q: 3 clusters Score -1.258936e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -12592101.000000 Penalty: 5670.528809
	Iteration 8F: 3 clusters Score -1.25921e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -12595642.000000 Penalty: 5670.528809
	Iteration 9F: 3 clusters Score -1.259564e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -12599701.000000 Penalty: 5670.528809
	Iteration 10F: 3 clusters Score -1.25997e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -12604004.000000 Penalty: 5670.528809
	Iteration 11F: 3 clusters Score -1.2604e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -12608237.000000 Penalty: 5670.528809
	Iteration 12F: 3 clusters Score -1.260824e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -12611579.000000 Penalty: 5670.528809
	Iteration 13Q: 3 clusters Score -1.261158e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12614118.000000 Penalty: 5670.528809
	Iteration 14Q: 3 clusters Score -1.261412e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12615574.000000 Penalty: 5670.528809
	Iteration 15Q: 3 clusters Score -1.261557e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12616234.000000 Penalty: 5670.528809
	Iteration 16Q: 3 clusters Score -1.261623e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12616508.000000 Penalty: 5670.528809
	Iteration 17Q: 3 clusters Score -1.261651e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12616639.000000 Penalty: 5670.528809
	Iteration 18Q: 3 clusters Score -1.261664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12616715.000000 Penalty: 5670.528809
	Iteration 19Q: 3 clusters Score -1.261672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12616766.000000 Penalty: 5670.528809
	Iteration 20F: 3 clusters Score -1.261677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12616807.000000 Penalty: 5670.528809
	Iteration 21Q: 3 clusters Score -1.261681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12616819.000000 Penalty: 5670.528809
	Iteration 22Q: 3 clusters Score -1.261682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12616824.000000 Penalty: 5670.528809
	Iteration 23Q: 3 clusters Score -1.261682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12616828.000000 Penalty: 5670.528809
	Iteration 24Q: 3 clusters Score -1.261683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12616841.000000 Penalty: 5670.528809
	Iteration 25Q: 3 clusters Score -1.261684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12616835.000000 Penalty: 5670.528809
	Iteration 26Q: 3 clusters Score -1.261684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12616848.000000 Penalty: 5670.528809
	Iteration 27Q: 3 clusters Score -1.261685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12616843.000000 Penalty: 5670.528809
	Iteration 28Q: 3 clusters Score -1.261684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12616851.000000 Penalty: 5670.528809
	Iteration 29Q: 3 clusters Score -1.261685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12616859.000000 Penalty: 5670.528809
	Iteration 30Q: 3 clusters Score -1.261686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12616874.000000 Penalty: 5670.528809
	Iteration 31Q: 3 clusters Score -1.261687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12616870.000000 Penalty: 5670.528809
	Iteration 32Q: 3 clusters Score -1.261687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12616870.000000 Penalty: 5670.528809
	Iteration 33Q: 3 clusters Score -1.261687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12616870.000000 Penalty: 5670.528809
	Iteration 34F: 3 clusters Score -1.261687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Entering Unmasked Estep 
Score: -9880677.000000 Penalty: 2780.072021
	Iteration 0F: 2 clusters Score -9880677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -9831304.000000 Penalty: 5560.144043
	Iteration 0F: 3 clusters Score -9831304 nChanged 34528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -9850656.000000 Penalty: 5560.144043
	Iteration 1F: 3 clusters Score -9850656 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9851261.000000 Penalty: 5560.144043
	Iteration 2Q: 3 clusters Score -9851261 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -9851849.000000 Penalty: 5560.144043
	Iteration 3Q: 3 clusters Score -9851849 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9852439.000000 Penalty: 5560.144043
	Iteration 4Q: 3 clusters Score -9852439 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -9853044.000000 Penalty: 5560.144043
	Iteration 5Q: 3 clusters Score -9853044 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -9853888.000000 Penalty: 5560.144043
	Iteration 6Q: 3 clusters Score -9853888 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -9854993.000000 Penalty: 5560.144043
	Iteration 7Q: 3 clusters Score -9854993 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -9856811.000000 Penalty: 5560.144043
	Iteration 8Q: 3 clusters Score -9856811 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -9859261.000000 Penalty: 5560.144043
	Iteration 9F: 3 clusters Score -9859261 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -9862060.000000 Penalty: 5560.144043
	Iteration 10F: 3 clusters Score -9862060 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -9865280.000000 Penalty: 5560.144043
	Iteration 11F: 3 clusters Score -9865280 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -9868664.000000 Penalty: 5560.144043
	Iteration 12F: 3 clusters Score -9868664 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -9871312.000000 Penalty: 5560.144043
	Iteration 13Q: 3 clusters Score -9871312 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -9873011.000000 Penalty: 5560.144043
	Iteration 14Q: 3 clusters Score -9873011 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -9874268.000000 Penalty: 5560.144043
	Iteration 15Q: 3 clusters Score -9874268 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -9875247.000000 Penalty: 5560.144043
	Iteration 16Q: 3 clusters Score -9875247 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -9875984.000000 Penalty: 5560.144043
	Iteration 17Q: 3 clusters Score -9875984 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -9876544.000000 Penalty: 5560.144043
	Iteration 18Q: 3 clusters Score -9876544 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -9876936.000000 Penalty: 5560.144043
	Iteration 19Q: 3 clusters Score -9876936 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -9877293.000000 Penalty: 5560.144043
	Iteration 20F: 3 clusters Score -9877293 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -9877557.000000 Penalty: 5560.144043
	Iteration 21Q: 3 clusters Score -9877557 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -9877755.000000 Penalty: 5560.144043
	Iteration 22Q: 3 clusters Score -9877755 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -9877913.000000 Penalty: 5560.144043
	Iteration 23Q: 3 clusters Score -9877913 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -9878086.000000 Penalty: 5560.144043
	Iteration 24Q: 3 clusters Score -9878086 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -9878202.000000 Penalty: 5560.144043
	Iteration 25Q: 3 clusters Score -9878202 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -9878346.000000 Penalty: 5560.144043
	Iteration 26Q: 3 clusters Score -9878346 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -9878423.000000 Penalty: 5560.144043
	Iteration 27Q: 3 clusters Score -9878423 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -9878464.000000 Penalty: 5560.144043
	Iteration 28Q: 3 clusters Score -9878464 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -9878507.000000 Penalty: 5560.144043
	Iteration 29Q: 3 clusters Score -9878507 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -9878552.000000 Penalty: 5560.144043
	Iteration 30Q: 3 clusters Score -9878552 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -9878612.000000 Penalty: 5560.144043
	Iteration 31Q: 3 clusters Score -9878612 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -9878646.000000 Penalty: 5560.144043
	Iteration 32Q: 3 clusters Score -9878646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -9878673.000000 Penalty: 5560.144043
	Iteration 33Q: 3 clusters Score -9878673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -9878716.000000 Penalty: 5560.144043
	Iteration 34Q: 3 clusters Score -9878716 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -9878752.000000 Penalty: 5560.144043
	Iteration 35Q: 3 clusters Score -9878752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -9878770.000000 Penalty: 5560.144043
	Iteration 36Q: 3 clusters Score -9878770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -9878775.000000 Penalty: 5560.144043
	Iteration 37Q: 3 clusters Score -9878775 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -9878798.000000 Penalty: 5560.144043
	Iteration 38Q: 3 clusters Score -9878798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9878815.000000 Penalty: 5560.144043
	Iteration 39Q: 3 clusters Score -9878815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -9878858.000000 Penalty: 5560.144043
	Iteration 40F: 3 clusters Score -9878858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -9878903.000000 Penalty: 5560.144043
	Iteration 41Q: 3 clusters Score -9878903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -9878907.000000 Penalty: 5560.144043
	Iteration 42Q: 3 clusters Score -9878907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -9878885.000000 Penalty: 5560.144043
	Iteration 43Q: 3 clusters Score -9878885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -9878909.000000 Penalty: 5560.144043
	Iteration 44Q: 3 clusters Score -9878909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9878913.000000 Penalty: 5560.144043
	Iteration 45Q: 3 clusters Score -9878913 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -9878888.000000 Penalty: 5560.144043
	Iteration 46Q: 3 clusters Score -9878888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -9878930.000000 Penalty: 5560.144043
	Iteration 47Q: 3 clusters Score -9878930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -9878942.000000 Penalty: 5560.144043
	Iteration 48Q: 3 clusters Score -9878942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -9878973.000000 Penalty: 5560.144043
	Iteration 49Q: 3 clusters Score -9878973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9878978.000000 Penalty: 5560.144043
	Iteration 50Q: 3 clusters Score -9878978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -9878965.000000 Penalty: 5560.144043
	Iteration 51Q: 3 clusters Score -9878965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -9878964.000000 Penalty: 5560.144043
	Iteration 52Q: 3 clusters Score -9878964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -9878960.000000 Penalty: 5560.144043
	Iteration 53Q: 3 clusters Score -9878960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -9878973.000000 Penalty: 5560.144043
	Iteration 54Q: 3 clusters Score -9878973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -9878962.000000 Penalty: 5560.144043
	Iteration 55Q: 3 clusters Score -9878962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -9878972.000000 Penalty: 5560.144043
	Iteration 56Q: 3 clusters Score -9878972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -9878959.000000 Penalty: 5560.144043
	Iteration 57Q: 3 clusters Score -9878959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -9878981.000000 Penalty: 5560.144043
	Iteration 58Q: 3 clusters Score -9878981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -9878978.000000 Penalty: 5560.144043
	Iteration 59Q: 3 clusters Score -9878978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -9878978.000000 Penalty: 5560.144043
	Iteration 60F: 3 clusters Score -9878978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -9878972.000000 Penalty: 5560.144043
	Iteration 61Q: 3 clusters Score -9878972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -9878987.000000 Penalty: 5560.144043
	Iteration 62Q: 3 clusters Score -9878987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9878989.000000 Penalty: 5560.144043
	Iteration 63Q: 3 clusters Score -9878989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -9878981.000000 Penalty: 5560.144043
	Iteration 64Q: 3 clusters Score -9878981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -9878985.000000 Penalty: 5560.144043
	Iteration 65Q: 3 clusters Score -9878985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -9878997.000000 Penalty: 5560.144043
	Iteration 66Q: 3 clusters Score -9878997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -9878999.000000 Penalty: 5560.144043
	Iteration 67Q: 3 clusters Score -9878999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9879002.000000 Penalty: 5560.144043
	Iteration 68Q: 3 clusters Score -9879002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -9878998.000000 Penalty: 5560.144043
	Iteration 69Q: 3 clusters Score -9878998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -9879003.000000 Penalty: 5560.144043
	Iteration 70Q: 3 clusters Score -9879003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -9879013.000000 Penalty: 5560.144043
	Iteration 71Q: 3 clusters Score -9879013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9879022.000000 Penalty: 5560.144043
	Iteration 72Q: 3 clusters Score -9879022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -9879014.000000 Penalty: 5560.144043
	Iteration 73Q: 3 clusters Score -9879014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -9879032.000000 Penalty: 5560.144043
	Iteration 74Q: 3 clusters Score -9879032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -9879042.000000 Penalty: 5560.144043
	Iteration 75Q: 3 clusters Score -9879042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -9879049.000000 Penalty: 5560.144043
	Iteration 76Q: 3 clusters Score -9879049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -9879050.000000 Penalty: 5560.144043
	Iteration 77Q: 3 clusters Score -9879050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -9879059.000000 Penalty: 5560.144043
	Iteration 78Q: 3 clusters Score -9879059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -9879061.000000 Penalty: 5560.144043
	Iteration 79Q: 3 clusters Score -9879061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9879060.000000 Penalty: 5560.144043
	Iteration 80F: 3 clusters Score -9879060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -9879061.000000 Penalty: 5560.144043
	Iteration 81Q: 3 clusters Score -9879061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -9879059.000000 Penalty: 5560.144043
	Iteration 82Q: 3 clusters Score -9879059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -9879058.000000 Penalty: 5560.144043
	Iteration 83Q: 3 clusters Score -9879058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -9879063.000000 Penalty: 5560.144043
	Iteration 84Q: 3 clusters Score -9879063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -9879070.000000 Penalty: 5560.144043
	Iteration 85Q: 3 clusters Score -9879070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -9879064.000000 Penalty: 5560.144043
	Iteration 86Q: 3 clusters Score -9879064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -9879077.000000 Penalty: 5560.144043
	Iteration 87Q: 3 clusters Score -9879077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -9879070.000000 Penalty: 5560.144043
	Iteration 88Q: 3 clusters Score -9879070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -9879076.000000 Penalty: 5560.144043
	Iteration 89Q: 3 clusters Score -9879076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -9879069.000000 Penalty: 5560.144043
	Iteration 90Q: 3 clusters Score -9879069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -9879069.000000 Penalty: 5560.144043
	Iteration 91Q: 3 clusters Score -9879069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -9879073.000000 Penalty: 5560.144043
	Iteration 92Q: 3 clusters Score -9879073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9879072.000000 Penalty: 5560.144043
	Iteration 93Q: 3 clusters Score -9879072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -9879071.000000 Penalty: 5560.144043
	Iteration 94Q: 3 clusters Score -9879071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -9879062.000000 Penalty: 5560.144043
	Iteration 95Q: 3 clusters Score -9879062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -9879064.000000 Penalty: 5560.144043
	Iteration 96Q: 3 clusters Score -9879064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -9879062.000000 Penalty: 5560.144043
	Iteration 97Q: 3 clusters Score -9879062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -9879069.000000 Penalty: 5560.144043
	Iteration 98Q: 3 clusters Score -9879069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -9879061.000000 Penalty: 5560.144043
	Iteration 99Q: 3 clusters Score -9879061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -9879076.000000 Penalty: 5560.144043
	Iteration 100F: 3 clusters Score -9879076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -9879073.000000 Penalty: 5560.144043
	Iteration 101Q: 3 clusters Score -9879073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -9879071.000000 Penalty: 5560.144043
	Iteration 102Q: 3 clusters Score -9879071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -9879073.000000 Penalty: 5560.144043
	Iteration 103Q: 3 clusters Score -9879073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -9879090.000000 Penalty: 5560.144043
	Iteration 104Q: 3 clusters Score -9879090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -9879093.000000 Penalty: 5560.144043
	Iteration 105Q: 3 clusters Score -9879093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -9879096.000000 Penalty: 5560.144043
	Iteration 106Q: 3 clusters Score -9879096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9879097.000000 Penalty: 5560.144043
	Iteration 107Q: 3 clusters Score -9879097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -9879097.000000 Penalty: 5560.144043
	Iteration 108Q: 3 clusters Score -9879097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -9879104.000000 Penalty: 5560.144043
	Iteration 109Q: 3 clusters Score -9879104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -9879103.000000 Penalty: 5560.144043
	Iteration 110Q: 3 clusters Score -9879103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -9879106.000000 Penalty: 5560.144043
	Iteration 111Q: 3 clusters Score -9879106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -9879110.000000 Penalty: 5560.144043
	Iteration 112Q: 3 clusters Score -9879110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -9879102.000000 Penalty: 5560.144043
	Iteration 113Q: 3 clusters Score -9879102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9879104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -9879109.000000 Penalty: 5560.144043
	Iteration 115Q: 3 clusters Score -9879109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -9879106.000000 Penalty: 5560.144043
	Iteration 116Q: 3 clusters Score -9879106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -9879102.000000 Penalty: 5560.144043
	Iteration 117Q: 3 clusters Score -9879102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -9879110.000000 Penalty: 5560.144043
	Iteration 118Q: 3 clusters Score -9879110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9879112.000000 Penalty: 5560.144043
	Iteration 119Q: 3 clusters Score -9879112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9879113.000000 Penalty: 5560.144043
	Iteration 120F: 3 clusters Score -9879113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9879107.000000 Penalty: 5560.144043
	Iteration 121Q: 3 clusters Score -9879107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -9879108.000000 Penalty: 5560.144043
	Iteration 122Q: 3 clusters Score -9879108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9879110.000000 Penalty: 5560.144043
	Iteration 123Q: 3 clusters Score -9879110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9879115.000000 Penalty: 5560.144043
	Iteration 124Q: 3 clusters Score -9879115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -9879116.000000 Penalty: 5560.144043
	Iteration 125Q: 3 clusters Score -9879116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -9879115.000000 Penalty: 5560.144043
	Iteration 126Q: 3 clusters Score -9879115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -9879113.000000 Penalty: 5560.144043
	Iteration 127Q: 3 clusters Score -9879113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -9879115.000000 Penalty: 5560.144043
	Iteration 128Q: 3 clusters Score -9879115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9879120.000000 Penalty: 5560.144043
	Iteration 129Q: 3 clusters Score -9879120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9879116.000000 Penalty: 5560.144043
	Iteration 130Q: 3 clusters Score -9879116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -9879118.000000 Penalty: 5560.144043
	Iteration 131Q: 3 clusters Score -9879118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9879110.000000 Penalty: 5560.144043
	Iteration 132Q: 3 clusters Score -9879110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -9879105.000000 Penalty: 5560.144043
	Iteration 133Q: 3 clusters Score -9879105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -9879111.000000 Penalty: 5560.144043
	Iteration 134Q: 3 clusters Score -9879111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9879113.000000 Penalty: 5560.144043
	Iteration 135Q: 3 clusters Score -9879113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9879111.000000 Penalty: 5560.144043
	Iteration 136Q: 3 clusters Score -9879111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -9879109.000000 Penalty: 5560.144043
	Iteration 137Q: 3 clusters Score -9879109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -9879109.000000 Penalty: 5560.144043
	Iteration 138F: 3 clusters Score -9879109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Entering Unmasked Estep 
Score: -4512699.000000 Penalty: 2584.119873
	Iteration 0F: 2 clusters Score -4512699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4489920.500000 Penalty: 5168.239746
	Iteration 0F: 3 clusters Score -4489920 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4498166.500000 Penalty: 5168.239746
	Iteration 1F: 3 clusters Score -4498166 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4498630.000000 Penalty: 5168.239746
	Iteration 2Q: 3 clusters Score -4498630 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4499084.000000 Penalty: 5168.239746
	Iteration 3Q: 3 clusters Score -4499084 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4499567.000000 Penalty: 5168.239746
	Iteration 4Q: 3 clusters Score -4499567 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4500162.500000 Penalty: 5168.239746
	Iteration 5Q: 3 clusters Score -4500162 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4501043.000000 Penalty: 5168.239746
	Iteration 6Q: 3 clusters Score -4501043 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4502385.000000 Penalty: 5168.239746
	Iteration 7F: 3 clusters Score -4502385 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4504075.000000 Penalty: 5168.239746
	Iteration 8F: 3 clusters Score -4504075 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4505917.500000 Penalty: 5168.239746
	Iteration 9F: 3 clusters Score -4505918 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4507595.000000 Penalty: 5168.239746
	Iteration 10F: 3 clusters Score -4507595 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4508812.000000 Penalty: 5168.239746
	Iteration 11Q: 3 clusters Score -4508812 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4509594.500000 Penalty: 5168.239746
	Iteration 12Q: 3 clusters Score -4509594 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4509983.500000 Penalty: 5168.239746
	Iteration 13Q: 3 clusters Score -4509984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4510177.500000 Penalty: 5168.239746
	Iteration 14Q: 3 clusters Score -4510178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4510275.500000 Penalty: 5168.239746
	Iteration 15Q: 3 clusters Score -4510276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4510339.000000 Penalty: 5168.239746
	Iteration 16Q: 3 clusters Score -4510339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4510371.000000 Penalty: 5168.239746
	Iteration 17Q: 3 clusters Score -4510371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4510394.000000 Penalty: 5168.239746
	Iteration 18Q: 3 clusters Score -4510394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4510416.500000 Penalty: 5168.239746
	Iteration 19Q: 3 clusters Score -4510416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4510433.500000 Penalty: 5168.239746
	Iteration 20F: 3 clusters Score -4510434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4510442.000000 Penalty: 5168.239746
	Iteration 21Q: 3 clusters Score -4510442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4510449.500000 Penalty: 5168.239746
	Iteration 22Q: 3 clusters Score -4510450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4510455.500000 Penalty: 5168.239746
	Iteration 23Q: 3 clusters Score -4510456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4510462.000000 Penalty: 5168.239746
	Iteration 24Q: 3 clusters Score -4510462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4510463.500000 Penalty: 5168.239746
	Iteration 25Q: 3 clusters Score -4510464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4510471.000000 Penalty: 5168.239746
	Iteration 26Q: 3 clusters Score -4510471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4510471.000000 Penalty: 5168.239746
	Iteration 27Q: 3 clusters Score -4510471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4510469.500000 Penalty: 5168.239746
	Iteration 28Q: 3 clusters Score -4510470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4510470.000000 Penalty: 5168.239746
	Iteration 29Q: 3 clusters Score -4510470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4510475.000000 Penalty: 5168.239746
	Iteration 30Q: 3 clusters Score -4510475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4510477.500000 Penalty: 5168.239746
	Iteration 31Q: 3 clusters Score -4510478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4510481.500000 Penalty: 5168.239746
	Iteration 32Q: 3 clusters Score -4510482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4510499.000000 Penalty: 5168.239746
	Iteration 33Q: 3 clusters Score -4510499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4510497.500000 Penalty: 5168.239746
	Iteration 34Q: 3 clusters Score -4510498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4510502.500000 Penalty: 5168.239746
	Iteration 35Q: 3 clusters Score -4510502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4510515.500000 Penalty: 5168.239746
	Iteration 36Q: 3 clusters Score -4510516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4510515.500000 Penalty: 5168.239746
	Iteration 37F: 3 clusters Score -4510516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Entering Unmasked Estep 
Score: -2261512.250000 Penalty: 2428.733887
	Iteration 0F: 2 clusters Score -2261512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2248658.250000 Penalty: 4857.467773
	Iteration 0F: 3 clusters Score -2248658 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2253058.750000 Penalty: 4857.467773
	Iteration 1F: 3 clusters Score -2253059 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2253664.250000 Penalty: 4857.467773
	Iteration 2F: 3 clusters Score -2253664 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2254456.000000 Penalty: 4857.467773
	Iteration 3F: 3 clusters Score -2254456 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2255379.000000 Penalty: 4857.467773
	Iteration 4F: 3 clusters Score -2255379 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2256214.250000 Penalty: 4857.467773
	Iteration 5F: 3 clusters Score -2256214 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2256897.500000 Penalty: 4857.467773
	Iteration 6F: 3 clusters Score -2256898 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2257458.250000 Penalty: 4857.467773
	Iteration 7F: 3 clusters Score -2257458 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2257877.500000 Penalty: 4857.467773
	Iteration 8Q: 3 clusters Score -2257878 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2258265.000000 Penalty: 4857.467773
	Iteration 9Q: 3 clusters Score -2258265 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2258632.000000 Penalty: 4857.467773
	Iteration 10Q: 3 clusters Score -2258632 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2259011.500000 Penalty: 4857.467773
	Iteration 11Q: 3 clusters Score -2259012 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2259308.250000 Penalty: 4857.467773
	Iteration 12Q: 3 clusters Score -2259308 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2259505.750000 Penalty: 4857.467773
	Iteration 13Q: 3 clusters Score -2259506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2259649.750000 Penalty: 4857.467773
	Iteration 14Q: 3 clusters Score -2259650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2259771.000000 Penalty: 4857.467773
	Iteration 15Q: 3 clusters Score -2259771 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2259843.000000 Penalty: 4857.467773
	Iteration 16Q: 3 clusters Score -2259843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2259877.750000 Penalty: 4857.467773
	Iteration 17Q: 3 clusters Score -2259878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2259912.250000 Penalty: 4857.467773
	Iteration 18Q: 3 clusters Score -2259912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2259942.500000 Penalty: 4857.467773
	Iteration 19Q: 3 clusters Score -2259942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2259960.500000 Penalty: 4857.467773
	Iteration 20F: 3 clusters Score -2259960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2259970.500000 Penalty: 4857.467773
	Iteration 21Q: 3 clusters Score -2259970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2259983.500000 Penalty: 4857.467773
	Iteration 22Q: 3 clusters Score -2259984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2259996.250000 Penalty: 4857.467773
	Iteration 23Q: 3 clusters Score -2259996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2260008.500000 Penalty: 4857.467773
	Iteration 24Q: 3 clusters Score -2260008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2260024.250000 Penalty: 4857.467773
	Iteration 25Q: 3 clusters Score -2260024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2260042.750000 Penalty: 4857.467773
	Iteration 26Q: 3 clusters Score -2260043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2260043.000000 Penalty: 4857.467773
	Iteration 27Q: 3 clusters Score -2260043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2260048.000000 Penalty: 4857.467773
	Iteration 28Q: 3 clusters Score -2260048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2260056.250000 Penalty: 4857.467773
	Iteration 29Q: 3 clusters Score -2260056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2260073.500000 Penalty: 4857.467773
	Iteration 30Q: 3 clusters Score -2260074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2260083.250000 Penalty: 4857.467773
	Iteration 31Q: 3 clusters Score -2260083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2260093.750000 Penalty: 4857.467773
	Iteration 32Q: 3 clusters Score -2260094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2260096.000000 Penalty: 4857.467773
	Iteration 33Q: 3 clusters Score -2260096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2260105.750000 Penalty: 4857.467773
	Iteration 34Q: 3 clusters Score -2260106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2260107.250000 Penalty: 4857.467773
	Iteration 35Q: 3 clusters Score -2260107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2260108.500000 Penalty: 4857.467773
	Iteration 36Q: 3 clusters Score -2260108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2260113.500000 Penalty: 4857.467773
	Iteration 37Q: 3 clusters Score -2260114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2260118.250000 Penalty: 4857.467773
	Iteration 38Q: 3 clusters Score -2260118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2260131.250000 Penalty: 4857.467773
	Iteration 39Q: 3 clusters Score -2260131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2260134.000000 Penalty: 4857.467773
	Iteration 40F: 3 clusters Score -2260134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2260133.000000 Penalty: 4857.467773
	Iteration 41Q: 3 clusters Score -2260133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2260126.500000 Penalty: 4857.467773
	Iteration 42Q: 3 clusters Score -2260126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2260134.750000 Penalty: 4857.467773
	Iteration 43Q: 3 clusters Score -2260135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2260137.250000 Penalty: 4857.467773
	Iteration 44Q: 3 clusters Score -2260137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2260137.250000 Penalty: 4857.467773
	Iteration 45Q: 3 clusters Score -2260137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2260141.250000 Penalty: 4857.467773
	Iteration 46Q: 3 clusters Score -2260141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2260143.250000 Penalty: 4857.467773
	Iteration 47Q: 3 clusters Score -2260143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2260146.250000 Penalty: 4857.467773
	Iteration 48Q: 3 clusters Score -2260146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2260148.000000 Penalty: 4857.467773
	Iteration 49Q: 3 clusters Score -2260148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2260148.000000 Penalty: 4857.467773
	Iteration 50Q: 3 clusters Score -2260148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2260150.750000 Penalty: 4857.467773
	Iteration 51Q: 3 clusters Score -2260151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2260149.500000 Penalty: 4857.467773
	Iteration 52Q: 3 clusters Score -2260150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2260148.750000 Penalty: 4857.467773
	Iteration 53Q: 3 clusters Score -2260149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2260148.750000 Penalty: 4857.467773
	Iteration 54Q: 3 clusters Score -2260149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2260148.000000 Penalty: 4857.467773
	Iteration 55Q: 3 clusters Score -2260148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2260148.000000 Penalty: 4857.467773
	Iteration 56F: 3 clusters Score -2260148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -321917.062500 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -321917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -319073.562500 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -319073.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -319551.375000 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -319551.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -319669.781250 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -319669.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -319740.156250 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -319740.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319782.187500 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -319782.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -319817.125000 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -319817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319838.968750 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -319839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319851.718750 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -319851.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319863.343750 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -319863.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319872.281250 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -319872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319879.687500 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -319879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -319886.406250 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -319886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319889.250000 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -319889.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319889.250000 Penalty: 3849.191650
	Iteration 13F: 3 clusters Score -319889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Entering Unmasked Estep 
Score: -2427324.750000 Penalty: 2426.117188
	Iteration 0F: 2 clusters Score -2427325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2414717.000000 Penalty: 4852.234375
	Iteration 0F: 3 clusters Score -2414717 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2418933.500000 Penalty: 4852.234375
	Iteration 1F: 3 clusters Score -2418934 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2419712.250000 Penalty: 4852.234375
	Iteration 2F: 3 clusters Score -2419712 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2420868.250000 Penalty: 4852.234375
	Iteration 3F: 3 clusters Score -2420868 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2422516.500000 Penalty: 4852.234375
	Iteration 4F: 3 clusters Score -2422516 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2424072.000000 Penalty: 4852.234375
	Iteration 5F: 3 clusters Score -2424072 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2425125.250000 Penalty: 4852.234375
	Iteration 6F: 3 clusters Score -2425125 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2425805.250000 Penalty: 4852.234375
	Iteration 7F: 3 clusters Score -2425805 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2426310.750000 Penalty: 4852.234375
	Iteration 8Q: 3 clusters Score -2426311 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2426707.250000 Penalty: 4852.234375
	Iteration 9Q: 3 clusters Score -2426707 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2427038.750000 Penalty: 4852.234375
	Iteration 10Q: 3 clusters Score -2427039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2427297.750000 Penalty: 4852.234375
	Iteration 11Q: 3 clusters Score -2427298 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2427474.750000 Penalty: 4852.234375
	Iteration 12Q: 3 clusters Score -2427475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2427579.000000 Penalty: 4852.234375
	Iteration 13Q: 3 clusters Score -2427579 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2427664.750000 Penalty: 4852.234375
	Iteration 14Q: 3 clusters Score -2427665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2427720.000000 Penalty: 4852.234375
	Iteration 15Q: 3 clusters Score -2427720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2427767.750000 Penalty: 4852.234375
	Iteration 16Q: 3 clusters Score -2427768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2427802.000000 Penalty: 4852.234375
	Iteration 17Q: 3 clusters Score -2427802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2427822.500000 Penalty: 4852.234375
	Iteration 18Q: 3 clusters Score -2427822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2427837.000000 Penalty: 4852.234375
	Iteration 19Q: 3 clusters Score -2427837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2427842.500000 Penalty: 4852.234375
	Iteration 20F: 3 clusters Score -2427842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2427864.000000 Penalty: 4852.234375
	Iteration 21Q: 3 clusters Score -2427864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2427867.250000 Penalty: 4852.234375
	Iteration 22Q: 3 clusters Score -2427867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2427868.500000 Penalty: 4852.234375
	Iteration 23Q: 3 clusters Score -2427868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2427866.000000 Penalty: 4852.234375
	Iteration 24Q: 3 clusters Score -2427866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2427865.000000 Penalty: 4852.234375
	Iteration 25Q: 3 clusters Score -2427865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2427863.000000 Penalty: 4852.234375
	Iteration 26Q: 3 clusters Score -2427863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2427861.250000 Penalty: 4852.234375
	Iteration 27Q: 3 clusters Score -2427861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2427864.000000 Penalty: 4852.234375
	Iteration 28Q: 3 clusters Score -2427864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2427865.250000 Penalty: 4852.234375
	Iteration 29Q: 3 clusters Score -2427865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2427870.000000 Penalty: 4852.234375
	Iteration 30Q: 3 clusters Score -2427870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2427870.500000 Penalty: 4852.234375
	Iteration 31Q: 3 clusters Score -2427870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2427873.000000 Penalty: 4852.234375
	Iteration 32Q: 3 clusters Score -2427873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2427872.750000 Penalty: 4852.234375
	Iteration 33Q: 3 clusters Score -2427873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2427876.000000 Penalty: 4852.234375
	Iteration 34Q: 3 clusters Score -2427876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2427873.250000 Penalty: 4852.234375
	Iteration 35Q: 3 clusters Score -2427873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2427875.000000 Penalty: 4852.234375
	Iteration 36Q: 3 clusters Score -2427875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2427877.000000 Penalty: 4852.234375
	Iteration 37Q: 3 clusters Score -2427877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2427877.000000 Penalty: 4852.234375
	Iteration 38F: 3 clusters Score -2427877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 14313 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 3412 members 
Entering Unmasked Estep 
Score: -134148408.000000 Penalty: 99435.203125
Splitting cluster 14 changes total score from -134148720.000000 to -134148408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (87989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Entering Unmasked Estep 
Score: -11955206.000000 Penalty: 2823.471680
	Iteration 0F: 2 clusters Score -1.195521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -11896201.000000 Penalty: 5646.943359
	Iteration 0F: 3 clusters Score -1.18962e+07 nChanged 41368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -11919797.000000 Penalty: 5646.943359
	Iteration 1F: 3 clusters Score -1.19198e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -11920551.000000 Penalty: 5646.943359
	Iteration 2Q: 3 clusters Score -1.192055e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -11921387.000000 Penalty: 5646.943359
	Iteration 3Q: 3 clusters Score -1.192139e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -11922529.000000 Penalty: 5646.943359
	Iteration 4Q: 3 clusters Score -1.192253e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -11924088.000000 Penalty: 5646.943359
	Iteration 5Q: 3 clusters Score -1.192409e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -11926107.000000 Penalty: 5646.943359
	Iteration 6Q: 3 clusters Score -1.192611e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -11928683.000000 Penalty: 5646.943359
	Iteration 7F: 3 clusters Score -1.192868e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -11931982.000000 Penalty: 5646.943359
	Iteration 8F: 3 clusters Score -1.193198e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -11936232.000000 Penalty: 5646.943359
	Iteration 9F: 3 clusters Score -1.193623e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -11940796.000000 Penalty: 5646.943359
	Iteration 10F: 3 clusters Score -1.19408e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -11943918.000000 Penalty: 5646.943359
	Iteration 11Q: 3 clusters Score -1.194392e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -11945498.000000 Penalty: 5646.943359
	Iteration 12Q: 3 clusters Score -1.19455e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -11946314.000000 Penalty: 5646.943359
	Iteration 13Q: 3 clusters Score -1.194631e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -11947026.000000 Penalty: 5646.943359
	Iteration 14Q: 3 clusters Score -1.194703e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -11947614.000000 Penalty: 5646.943359
	Iteration 15Q: 3 clusters Score -1.194761e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -11948099.000000 Penalty: 5646.943359
	Iteration 16Q: 3 clusters Score -1.19481e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -11948538.000000 Penalty: 5646.943359
	Iteration 17Q: 3 clusters Score -1.194854e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -11948959.000000 Penalty: 5646.943359
	Iteration 18Q: 3 clusters Score -1.194896e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -11949322.000000 Penalty: 5646.943359
	Iteration 19Q: 3 clusters Score -1.194932e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -11949679.000000 Penalty: 5646.943359
	Iteration 20F: 3 clusters Score -1.194968e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -11950054.000000 Penalty: 5646.943359
	Iteration 21Q: 3 clusters Score -1.195005e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -11950337.000000 Penalty: 5646.943359
	Iteration 22Q: 3 clusters Score -1.195034e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -11950691.000000 Penalty: 5646.943359
	Iteration 23Q: 3 clusters Score -1.195069e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -11951013.000000 Penalty: 5646.943359
	Iteration 24Q: 3 clusters Score -1.195101e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -11951257.000000 Penalty: 5646.943359
	Iteration 25Q: 3 clusters Score -1.195126e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -11951509.000000 Penalty: 5646.943359
	Iteration 26Q: 3 clusters Score -1.195151e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -11951739.000000 Penalty: 5646.943359
	Iteration 27Q: 3 clusters Score -1.195174e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -11951906.000000 Penalty: 5646.943359
	Iteration 28Q: 3 clusters Score -1.195191e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -11952063.000000 Penalty: 5646.943359
	Iteration 29Q: 3 clusters Score -1.195206e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -11952217.000000 Penalty: 5646.943359
	Iteration 30Q: 3 clusters Score -1.195222e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -11952332.000000 Penalty: 5646.943359
	Iteration 31Q: 3 clusters Score -1.195233e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -11952438.000000 Penalty: 5646.943359
	Iteration 32Q: 3 clusters Score -1.195244e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -11952516.000000 Penalty: 5646.943359
	Iteration 33Q: 3 clusters Score -1.195252e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -11952600.000000 Penalty: 5646.943359
	Iteration 34Q: 3 clusters Score -1.19526e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -11952635.000000 Penalty: 5646.943359
	Iteration 35Q: 3 clusters Score -1.195264e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -11952705.000000 Penalty: 5646.943359
	Iteration 36Q: 3 clusters Score -1.19527e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -11952739.000000 Penalty: 5646.943359
	Iteration 37Q: 3 clusters Score -1.195274e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -11952749.000000 Penalty: 5646.943359
	Iteration 38Q: 3 clusters Score -1.195275e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -11952768.000000 Penalty: 5646.943359
	Iteration 39Q: 3 clusters Score -1.195277e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -11952821.000000 Penalty: 5646.943359
	Iteration 40F: 3 clusters Score -1.195282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -11952825.000000 Penalty: 5646.943359
	Iteration 41Q: 3 clusters Score -1.195282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -11952869.000000 Penalty: 5646.943359
	Iteration 42Q: 3 clusters Score -1.195287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -11952878.000000 Penalty: 5646.943359
	Iteration 43Q: 3 clusters Score -1.195288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -11952899.000000 Penalty: 5646.943359
	Iteration 44Q: 3 clusters Score -1.19529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -11952898.000000 Penalty: 5646.943359
	Iteration 45Q: 3 clusters Score -1.19529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -11952901.000000 Penalty: 5646.943359
	Iteration 46Q: 3 clusters Score -1.19529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -11952918.000000 Penalty: 5646.943359
	Iteration 47Q: 3 clusters Score -1.195292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -11952914.000000 Penalty: 5646.943359
	Iteration 48Q: 3 clusters Score -1.195291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -11952929.000000 Penalty: 5646.943359
	Iteration 49Q: 3 clusters Score -1.195293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -11952942.000000 Penalty: 5646.943359
	Iteration 50Q: 3 clusters Score -1.195294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -11952938.000000 Penalty: 5646.943359
	Iteration 51Q: 3 clusters Score -1.195294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -11952932.000000 Penalty: 5646.943359
	Iteration 52Q: 3 clusters Score -1.195293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -11952949.000000 Penalty: 5646.943359
	Iteration 53Q: 3 clusters Score -1.195295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -11952956.000000 Penalty: 5646.943359
	Iteration 54Q: 3 clusters Score -1.195296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -11952966.000000 Penalty: 5646.943359
	Iteration 55Q: 3 clusters Score -1.195297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -11952952.000000 Penalty: 5646.943359
	Iteration 56Q: 3 clusters Score -1.195295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -11952955.000000 Penalty: 5646.943359
	Iteration 57Q: 3 clusters Score -1.195296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -11952957.000000 Penalty: 5646.943359
	Iteration 58Q: 3 clusters Score -1.195296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -11952962.000000 Penalty: 5646.943359
	Iteration 59Q: 3 clusters Score -1.195296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -11952956.000000 Penalty: 5646.943359
	Iteration 60F: 3 clusters Score -1.195296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -11952961.000000 Penalty: 5646.943359
	Iteration 61Q: 3 clusters Score -1.195296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -11952966.000000 Penalty: 5646.943359
	Iteration 62Q: 3 clusters Score -1.195297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -11952959.000000 Penalty: 5646.943359
	Iteration 63Q: 3 clusters Score -1.195296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -11952956.000000 Penalty: 5646.943359
	Iteration 64Q: 3 clusters Score -1.195296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -11952956.000000 Penalty: 5646.943359
	Iteration 65F: 3 clusters Score -1.195296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -146307.406250 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -146307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144308.171875 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -144308.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144631.406250 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -144631.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144709.453125 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -144709.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144751.156250 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -144751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -144768.031250 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -144768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144784.265625 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -144784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144790.578125 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -144790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144797.421875 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -144797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -144799.406250 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -144799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144804.546875 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -144804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144805.781250 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -144805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144805.781250 Penalty: 3465.795166
	Iteration 11F: 3 clusters Score -144805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -847131.562500 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -847131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -841758.062500 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -841758.1 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -843160.187500 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -843160.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -843441.125000 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -843441.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -843654.312500 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -843654.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -843837.250000 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -843837.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -844009.187500 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -844009.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -844226.187500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -844226.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -844448.625000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -844448.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -844654.062500 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -844654.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -844847.125000 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -844847.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -845021.562500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -845021.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -845163.812500 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -845163.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -845278.437500 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -845278.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -845362.125000 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -845362.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -845426.937500 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -845426.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -845478.250000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -845478.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -845513.562500 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -845513.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -845535.187500 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -845535.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -845554.250000 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -845554.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -845573.500000 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -845573.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -845583.312500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -845583.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -845591.750000 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -845591.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -845600.125000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -845600.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -845613.750000 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -845613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -845621.562500 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -845621.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -845635.312500 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -845635.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -845648.812500 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -845648.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -845665.500000 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -845665.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -845676.687500 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -845676.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -845681.187500 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -845681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -845685.312500 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -845685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -845687.937500 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -845687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -845691.750000 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -845691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -845693.625000 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -845693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -845694.000000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -845694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -845694.312500 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -845694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -845694.875000 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -845694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -845695.125000 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -845695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -845695.187500 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -845695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -845694.937500 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -845694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -845695.437500 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -845695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -845698.125000 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -845698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -845696.437500 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -845696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -845697.687500 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -845697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -845698.312500 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -845698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -845700.187500 Penalty: 4347.357910
	Iteration 45Q: 3 clusters Score -845700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -845702.375000 Penalty: 4347.357910
	Iteration 46Q: 3 clusters Score -845702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -845703.125000 Penalty: 4347.357910
	Iteration 47Q: 3 clusters Score -845703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -845705.687500 Penalty: 4347.357910
	Iteration 48Q: 3 clusters Score -845705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -845706.937500 Penalty: 4347.357910
	Iteration 49Q: 3 clusters Score -845706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -845711.375000 Penalty: 4347.357910
	Iteration 50Q: 3 clusters Score -845711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -845712.000000 Penalty: 4347.357910
	Iteration 51Q: 3 clusters Score -845712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -845711.875000 Penalty: 4347.357910
	Iteration 52Q: 3 clusters Score -845711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -845711.250000 Penalty: 4347.357910
	Iteration 53Q: 3 clusters Score -845711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -845714.250000 Penalty: 4347.357910
	Iteration 54Q: 3 clusters Score -845714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -845715.187500 Penalty: 4347.357910
	Iteration 55Q: 3 clusters Score -845715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -845716.750000 Penalty: 4347.357910
	Iteration 56Q: 3 clusters Score -845716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -845719.000000 Penalty: 4347.357910
	Iteration 57Q: 3 clusters Score -845719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -845721.000000 Penalty: 4347.357910
	Iteration 58Q: 3 clusters Score -845721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -845724.562500 Penalty: 4347.357910
	Iteration 59Q: 3 clusters Score -845724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -845726.000000 Penalty: 4347.357910
	Iteration 60F: 3 clusters Score -845726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -845726.187500 Penalty: 4347.357910
	Iteration 61Q: 3 clusters Score -845726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -845726.187500 Penalty: 4347.357910
	Iteration 62F: 3 clusters Score -845726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Entering Unmasked Estep 
Score: -1664385.625000 Penalty: 2333.113281
	Iteration 0F: 2 clusters Score -1664386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1655268.125000 Penalty: 4666.226562
	Iteration 0F: 3 clusters Score -1655268 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1658117.875000 Penalty: 4666.226562
	Iteration 1F: 3 clusters Score -1658118 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1658470.250000 Penalty: 4666.226562
	Iteration 2F: 3 clusters Score -1658470 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1658740.875000 Penalty: 4666.226562
	Iteration 3F: 3 clusters Score -1658741 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1658954.375000 Penalty: 4666.226562
	Iteration 4Q: 3 clusters Score -1658954 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1659120.125000 Penalty: 4666.226562
	Iteration 5Q: 3 clusters Score -1659120 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1659257.125000 Penalty: 4666.226562
	Iteration 6Q: 3 clusters Score -1659257 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1659392.750000 Penalty: 4666.226562
	Iteration 7Q: 3 clusters Score -1659393 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1659517.000000 Penalty: 4666.226562
	Iteration 8Q: 3 clusters Score -1659517 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1659647.000000 Penalty: 4666.226562
	Iteration 9Q: 3 clusters Score -1659647 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1659787.000000 Penalty: 4666.226562
	Iteration 10Q: 3 clusters Score -1659787 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1659927.125000 Penalty: 4666.226562
	Iteration 11Q: 3 clusters Score -1659927 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1660074.125000 Penalty: 4666.226562
	Iteration 12Q: 3 clusters Score -1660074 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1660223.750000 Penalty: 4666.226562
	Iteration 13Q: 3 clusters Score -1660224 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1660358.125000 Penalty: 4666.226562
	Iteration 14Q: 3 clusters Score -1660358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1660459.375000 Penalty: 4666.226562
	Iteration 15Q: 3 clusters Score -1660459 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1660581.000000 Penalty: 4666.226562
	Iteration 16Q: 3 clusters Score -1660581 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1660710.000000 Penalty: 4666.226562
	Iteration 17Q: 3 clusters Score -1660710 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1660817.750000 Penalty: 4666.226562
	Iteration 18Q: 3 clusters Score -1660818 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1660937.750000 Penalty: 4666.226562
	Iteration 19Q: 3 clusters Score -1660938 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1661094.375000 Penalty: 4666.226562
	Iteration 20F: 3 clusters Score -1661094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1661246.250000 Penalty: 4666.226562
	Iteration 21Q: 3 clusters Score -1661246 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1661416.750000 Penalty: 4666.226562
	Iteration 22Q: 3 clusters Score -1661417 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1661604.375000 Penalty: 4666.226562
	Iteration 23Q: 3 clusters Score -1661604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1661804.125000 Penalty: 4666.226562
	Iteration 24Q: 3 clusters Score -1661804 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1662076.375000 Penalty: 4666.226562
	Iteration 25Q: 3 clusters Score -1662076 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1662332.625000 Penalty: 4666.226562
	Iteration 26Q: 3 clusters Score -1662333 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1662606.750000 Penalty: 4666.226562
	Iteration 27Q: 3 clusters Score -1662607 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1662909.625000 Penalty: 4666.226562
	Iteration 28Q: 3 clusters Score -1662910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1663161.375000 Penalty: 4666.226562
	Iteration 29Q: 3 clusters Score -1663161 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1663348.625000 Penalty: 4666.226562
	Iteration 30Q: 3 clusters Score -1663349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1663460.750000 Penalty: 4666.226562
	Iteration 31Q: 3 clusters Score -1663461 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1663537.500000 Penalty: 4666.226562
	Iteration 32Q: 3 clusters Score -1663538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1663568.625000 Penalty: 4666.226562
	Iteration 33Q: 3 clusters Score -1663569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1663582.875000 Penalty: 4666.226562
	Iteration 34Q: 3 clusters Score -1663583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1663590.000000 Penalty: 4666.226562
	Iteration 35Q: 3 clusters Score -1663590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1663598.375000 Penalty: 4666.226562
	Iteration 36Q: 3 clusters Score -1663598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1663599.250000 Penalty: 4666.226562
	Iteration 37Q: 3 clusters Score -1663599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1663606.000000 Penalty: 4666.226562
	Iteration 38Q: 3 clusters Score -1663606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1663607.125000 Penalty: 4666.226562
	Iteration 39Q: 3 clusters Score -1663607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1663620.375000 Penalty: 4666.226562
	Iteration 40F: 3 clusters Score -1663620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1663623.375000 Penalty: 4666.226562
	Iteration 41Q: 3 clusters Score -1663623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1663623.250000 Penalty: 4666.226562
	Iteration 42Q: 3 clusters Score -1663623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1663623.000000 Penalty: 4666.226562
	Iteration 43Q: 3 clusters Score -1663623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1663622.625000 Penalty: 4666.226562
	Iteration 44Q: 3 clusters Score -1663623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1663625.875000 Penalty: 4666.226562
	Iteration 45Q: 3 clusters Score -1663626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1663627.000000 Penalty: 4666.226562
	Iteration 46Q: 3 clusters Score -1663627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1663627.000000 Penalty: 4666.226562
	Iteration 47F: 3 clusters Score -1663627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -84700.718750 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -84700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83034.007812 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -83034.01 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83259.750000 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -83259.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83370.992188 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -83370.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83428.734375 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -83428.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83465.546875 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -83465.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83514.070312 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -83514.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83561.312500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -83561.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83588.429688 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -83588.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83603.828125 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -83603.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83614.531250 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -83614.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83619.812500 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -83619.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83621.382812 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -83621.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83626.078125 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -83626.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83631.242188 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -83631.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83634.359375 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -83634.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83636.875000 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -83636.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83638.867188 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -83638.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83638.867188 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -83638.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -888755.875000 Penalty: 2190.698730
	Iteration 0F: 2 clusters Score -888755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -883055.812500 Penalty: 4381.397461
	Iteration 0F: 3 clusters Score -883055.8 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -884628.437500 Penalty: 4381.397461
	Iteration 1F: 3 clusters Score -884628.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -885129.312500 Penalty: 4381.397461
	Iteration 2F: 3 clusters Score -885129.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -885661.500000 Penalty: 4381.397461
	Iteration 3F: 3 clusters Score -885661.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -886225.937500 Penalty: 4381.397461
	Iteration 4F: 3 clusters Score -886225.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -886684.625000 Penalty: 4381.397461
	Iteration 5F: 3 clusters Score -886684.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -887057.000000 Penalty: 4381.397461
	Iteration 6F: 3 clusters Score -887057 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -887266.750000 Penalty: 4381.397461
	Iteration 7Q: 3 clusters Score -887266.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -887380.875000 Penalty: 4381.397461
	Iteration 8Q: 3 clusters Score -887380.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -887448.937500 Penalty: 4381.397461
	Iteration 9Q: 3 clusters Score -887448.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -887486.687500 Penalty: 4381.397461
	Iteration 10Q: 3 clusters Score -887486.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -887511.937500 Penalty: 4381.397461
	Iteration 11Q: 3 clusters Score -887511.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -887528.875000 Penalty: 4381.397461
	Iteration 12Q: 3 clusters Score -887528.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -887539.000000 Penalty: 4381.397461
	Iteration 13Q: 3 clusters Score -887539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -887549.250000 Penalty: 4381.397461
	Iteration 14Q: 3 clusters Score -887549.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -887556.250000 Penalty: 4381.397461
	Iteration 15Q: 3 clusters Score -887556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -887560.062500 Penalty: 4381.397461
	Iteration 16Q: 3 clusters Score -887560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -887563.812500 Penalty: 4381.397461
	Iteration 17Q: 3 clusters Score -887563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -887566.625000 Penalty: 4381.397461
	Iteration 18Q: 3 clusters Score -887566.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -887570.750000 Penalty: 4381.397461
	Iteration 19Q: 3 clusters Score -887570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -887573.875000 Penalty: 4381.397461
	Iteration 20F: 3 clusters Score -887573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -887574.437500 Penalty: 4381.397461
	Iteration 21Q: 3 clusters Score -887574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -887574.875000 Penalty: 4381.397461
	Iteration 22Q: 3 clusters Score -887574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -887578.500000 Penalty: 4381.397461
	Iteration 23Q: 3 clusters Score -887578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -887579.312500 Penalty: 4381.397461
	Iteration 24Q: 3 clusters Score -887579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -887582.500000 Penalty: 4381.397461
	Iteration 25Q: 3 clusters Score -887582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -887581.062500 Penalty: 4381.397461
	Iteration 26Q: 3 clusters Score -887581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -887582.875000 Penalty: 4381.397461
	Iteration 27Q: 3 clusters Score -887582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -887585.562500 Penalty: 4381.397461
	Iteration 28Q: 3 clusters Score -887585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -887587.625000 Penalty: 4381.397461
	Iteration 29Q: 3 clusters Score -887587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -887586.875000 Penalty: 4381.397461
	Iteration 30Q: 3 clusters Score -887586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -887587.187500 Penalty: 4381.397461
	Iteration 31Q: 3 clusters Score -887587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -887587.500000 Penalty: 4381.397461
	Iteration 32Q: 3 clusters Score -887587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -887587.500000 Penalty: 4381.397461
	Iteration 33F: 3 clusters Score -887587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -536358.062500 Penalty: 2068.314697
	Iteration 0F: 2 clusters Score -536358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -532404.437500 Penalty: 4136.629395
	Iteration 0F: 3 clusters Score -532404.4 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -533489.375000 Penalty: 4136.629395
	Iteration 1F: 3 clusters Score -533489.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -534044.500000 Penalty: 4136.629395
	Iteration 2F: 3 clusters Score -534044.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -534656.312500 Penalty: 4136.629395
	Iteration 3F: 3 clusters Score -534656.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -535087.750000 Penalty: 4136.629395
	Iteration 4F: 3 clusters Score -535087.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -535289.250000 Penalty: 4136.629395
	Iteration 5Q: 3 clusters Score -535289.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -535431.750000 Penalty: 4136.629395
	Iteration 6Q: 3 clusters Score -535431.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -535543.187500 Penalty: 4136.629395
	Iteration 7Q: 3 clusters Score -535543.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -535597.125000 Penalty: 4136.629395
	Iteration 8Q: 3 clusters Score -535597.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -535632.437500 Penalty: 4136.629395
	Iteration 9Q: 3 clusters Score -535632.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -535657.875000 Penalty: 4136.629395
	Iteration 10Q: 3 clusters Score -535657.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -535672.625000 Penalty: 4136.629395
	Iteration 11Q: 3 clusters Score -535672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535679.937500 Penalty: 4136.629395
	Iteration 12Q: 3 clusters Score -535679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -535684.625000 Penalty: 4136.629395
	Iteration 13Q: 3 clusters Score -535684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535688.500000 Penalty: 4136.629395
	Iteration 14Q: 3 clusters Score -535688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -535690.875000 Penalty: 4136.629395
	Iteration 15Q: 3 clusters Score -535690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535692.625000 Penalty: 4136.629395
	Iteration 16Q: 3 clusters Score -535692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -535694.312500 Penalty: 4136.629395
	Iteration 17Q: 3 clusters Score -535694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535696.062500 Penalty: 4136.629395
	Iteration 18Q: 3 clusters Score -535696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -535698.562500 Penalty: 4136.629395
	Iteration 19Q: 3 clusters Score -535698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -535699.000000 Penalty: 4136.629395
	Iteration 20F: 3 clusters Score -535699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -535702.062500 Penalty: 4136.629395
	Iteration 21Q: 3 clusters Score -535702.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -535708.312500 Penalty: 4136.629395
	Iteration 22Q: 3 clusters Score -535708.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -535720.250000 Penalty: 4136.629395
	Iteration 23Q: 3 clusters Score -535720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -535734.500000 Penalty: 4136.629395
	Iteration 24Q: 3 clusters Score -535734.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -535746.625000 Penalty: 4136.629395
	Iteration 25Q: 3 clusters Score -535746.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -535757.937500 Penalty: 4136.629395
	Iteration 26Q: 3 clusters Score -535757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -535770.687500 Penalty: 4136.629395
	Iteration 27Q: 3 clusters Score -535770.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -535792.250000 Penalty: 4136.629395
	Iteration 28Q: 3 clusters Score -535792.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -535831.000000 Penalty: 4136.629395
	Iteration 29Q: 3 clusters Score -535831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -535930.375000 Penalty: 4136.629395
	Iteration 30Q: 3 clusters Score -535930.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -536079.437500 Penalty: 4136.629395
	Iteration 31Q: 3 clusters Score -536079.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -536206.750000 Penalty: 4136.629395
	Iteration 32Q: 3 clusters Score -536206.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -536241.062500 Penalty: 4136.629395
	Iteration 33Q: 3 clusters Score -536241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -536249.562500 Penalty: 4136.629395
	Iteration 34Q: 3 clusters Score -536249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -536253.375000 Penalty: 4136.629395
	Iteration 35Q: 3 clusters Score -536253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536253.812500 Penalty: 4136.629395
	Iteration 36Q: 3 clusters Score -536253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536253.812500 Penalty: 4136.629395
	Iteration 37F: 3 clusters Score -536253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -149974.968750 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -149975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147956.265625 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -147956.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148543.078125 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -148543.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149059.031250 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -149059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -149380.171875 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -149380.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -149546.828125 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -149546.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149653.593750 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -149653.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -149718.265625 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -149718.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149788.187500 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -149788.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149823.375000 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -149823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149850.046875 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -149850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149862.343750 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -149862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149874.406250 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -149874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149879.375000 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -149879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149881.453125 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -149881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149881.453125 Penalty: 3542.057373
	Iteration 14F: 3 clusters Score -149881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -852755.000000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -852755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -847356.875000 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -847356.9 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -848724.375000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -848724.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -849044.937500 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -849044.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -849285.562500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -849285.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -849491.875000 Penalty: 4344.484375
	Iteration 4F: 3 clusters Score -849491.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -849671.562500 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -849671.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -849821.375000 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -849821.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -849938.375000 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -849938.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -850061.312500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -850061.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -850167.187500 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -850167.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -850256.812500 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -850256.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -850347.000000 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -850347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -850436.375000 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -850436.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -850534.000000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -850534 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -850634.250000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -850634.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -850718.125000 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -850718.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -850785.125000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -850785.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -850844.687500 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -850844.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -850884.937500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -850884.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -850919.375000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -850919.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -850950.250000 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -850950.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -850976.500000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -850976.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -850995.812500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -850995.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -851013.875000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -851013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -851027.125000 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -851027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -851032.750000 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -851032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -851038.625000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -851038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -851039.750000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -851039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -851047.937500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -851047.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -851053.250000 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -851053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -851057.375000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -851057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -851063.875000 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -851063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -851071.625000 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -851071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -851073.437500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -851073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -851074.250000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -851074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -851077.500000 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -851077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -851080.375000 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -851080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -851081.500000 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -851081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -851083.562500 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -851083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -851084.937500 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -851084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -851086.187500 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -851086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -851087.125000 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -851087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -851087.437500 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -851087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -851090.687500 Penalty: 4344.484375
	Iteration 43Q: 3 clusters Score -851090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -851091.187500 Penalty: 4344.484375
	Iteration 44Q: 3 clusters Score -851091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -851091.187500 Penalty: 4344.484375
	Iteration 45F: 3 clusters Score -851091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Entering Unmasked Estep 
Score: -7985552.500000 Penalty: 2738.870850
	Iteration 0F: 2 clusters Score -7985552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -7943449.500000 Penalty: 5477.741699
	Iteration 0F: 3 clusters Score -7943450 nChanged 29065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -7959900.500000 Penalty: 5477.741699
	Iteration 1F: 3 clusters Score -7959900 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7960688.000000 Penalty: 5477.741699
	Iteration 2Q: 3 clusters Score -7960688 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -7961352.500000 Penalty: 5477.741699
	Iteration 3Q: 3 clusters Score -7961352 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -7962127.000000 Penalty: 5477.741699
	Iteration 4Q: 3 clusters Score -7962127 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -7963034.000000 Penalty: 5477.741699
	Iteration 5Q: 3 clusters Score -7963034 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -7964219.000000 Penalty: 5477.741699
	Iteration 6Q: 3 clusters Score -7964219 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -7965813.500000 Penalty: 5477.741699
	Iteration 7Q: 3 clusters Score -7965814 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7968102.500000 Penalty: 5477.741699
	Iteration 8F: 3 clusters Score -7968102 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -7970987.000000 Penalty: 5477.741699
	Iteration 9F: 3 clusters Score -7970987 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -7974107.500000 Penalty: 5477.741699
	Iteration 10F: 3 clusters Score -7974108 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -7976955.500000 Penalty: 5477.741699
	Iteration 11F: 3 clusters Score -7976956 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -7979247.000000 Penalty: 5477.741699
	Iteration 12Q: 3 clusters Score -7979247 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7980821.000000 Penalty: 5477.741699
	Iteration 13Q: 3 clusters Score -7980821 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7981825.000000 Penalty: 5477.741699
	Iteration 14Q: 3 clusters Score -7981825 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7982389.000000 Penalty: 5477.741699
	Iteration 15Q: 3 clusters Score -7982389 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7982793.000000 Penalty: 5477.741699
	Iteration 16Q: 3 clusters Score -7982793 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7983057.500000 Penalty: 5477.741699
	Iteration 17Q: 3 clusters Score -7983058 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7983253.500000 Penalty: 5477.741699
	Iteration 18Q: 3 clusters Score -7983254 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7983398.500000 Penalty: 5477.741699
	Iteration 19Q: 3 clusters Score -7983398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7983486.000000 Penalty: 5477.741699
	Iteration 20F: 3 clusters Score -7983486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7983573.500000 Penalty: 5477.741699
	Iteration 21Q: 3 clusters Score -7983574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7983627.500000 Penalty: 5477.741699
	Iteration 22Q: 3 clusters Score -7983628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7983682.000000 Penalty: 5477.741699
	Iteration 23Q: 3 clusters Score -7983682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7983751.000000 Penalty: 5477.741699
	Iteration 24Q: 3 clusters Score -7983751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7983801.000000 Penalty: 5477.741699
	Iteration 25Q: 3 clusters Score -7983801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7983843.000000 Penalty: 5477.741699
	Iteration 26Q: 3 clusters Score -7983843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7983894.500000 Penalty: 5477.741699
	Iteration 27Q: 3 clusters Score -7983894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7983917.500000 Penalty: 5477.741699
	Iteration 28Q: 3 clusters Score -7983918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7983939.500000 Penalty: 5477.741699
	Iteration 29Q: 3 clusters Score -7983940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7983952.500000 Penalty: 5477.741699
	Iteration 30Q: 3 clusters Score -7983952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7983993.000000 Penalty: 5477.741699
	Iteration 31Q: 3 clusters Score -7983993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7983992.000000 Penalty: 5477.741699
	Iteration 32Q: 3 clusters Score -7983992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7984012.500000 Penalty: 5477.741699
	Iteration 33Q: 3 clusters Score -7984012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7984010.000000 Penalty: 5477.741699
	Iteration 34Q: 3 clusters Score -7984010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7984021.500000 Penalty: 5477.741699
	Iteration 35Q: 3 clusters Score -7984022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7984020.000000 Penalty: 5477.741699
	Iteration 36Q: 3 clusters Score -7984020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7984023.000000 Penalty: 5477.741699
	Iteration 37Q: 3 clusters Score -7984023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7984025.000000 Penalty: 5477.741699
	Iteration 38Q: 3 clusters Score -7984025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7984028.000000 Penalty: 5477.741699
	Iteration 39Q: 3 clusters Score -7984028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7984039.000000 Penalty: 5477.741699
	Iteration 40F: 3 clusters Score -7984039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7984048.000000 Penalty: 5477.741699
	Iteration 41Q: 3 clusters Score -7984048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7984047.500000 Penalty: 5477.741699
	Iteration 42Q: 3 clusters Score -7984048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7984044.500000 Penalty: 5477.741699
	Iteration 43Q: 3 clusters Score -7984044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7984047.500000 Penalty: 5477.741699
	Iteration 44Q: 3 clusters Score -7984048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7984042.500000 Penalty: 5477.741699
	Iteration 45Q: 3 clusters Score -7984042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7984046.500000 Penalty: 5477.741699
	Iteration 46Q: 3 clusters Score -7984046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7984046.500000 Penalty: 5477.741699
	Iteration 47F: 3 clusters Score -7984046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -43252.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -43252.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41929.816406 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -41929.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42124.902344 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -42124.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42194.453125 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -42194.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42206.089844 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -42206.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42210.363281 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -42210.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42212.714844 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -42212.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42212.714844 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -42212.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (102351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Entering Unmasked Estep 
Score: -14003424.000000 Penalty: 2860.968506
	Iteration 0F: 2 clusters Score -1.400342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -13934917.000000 Penalty: 5721.937012
	Iteration 0F: 3 clusters Score -1.393492e+07 nChanged 48309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -13962578.000000 Penalty: 5721.937012
	Iteration 1F: 3 clusters Score -1.396258e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -13963498.000000 Penalty: 5721.937012
	Iteration 2Q: 3 clusters Score -1.39635e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -13964631.000000 Penalty: 5721.937012
	Iteration 3Q: 3 clusters Score -1.396463e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -13966441.000000 Penalty: 5721.937012
	Iteration 4Q: 3 clusters Score -1.396644e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -13969326.000000 Penalty: 5721.937012
	Iteration 5F: 3 clusters Score -1.396933e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -13973618.000000 Penalty: 5721.937012
	Iteration 6F: 3 clusters Score -1.397362e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -13979879.000000 Penalty: 5721.937012
	Iteration 7F: 3 clusters Score -1.397988e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -13986805.000000 Penalty: 5721.937012
	Iteration 8F: 3 clusters Score -1.39868e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -13992704.000000 Penalty: 5721.937012
	Iteration 9F: 3 clusters Score -1.39927e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -13996720.000000 Penalty: 5721.937012
	Iteration 10Q: 3 clusters Score -1.399672e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -13999021.000000 Penalty: 5721.937012
	Iteration 11Q: 3 clusters Score -1.399902e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -14000155.000000 Penalty: 5721.937012
	Iteration 12Q: 3 clusters Score -1.400016e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -14000780.000000 Penalty: 5721.937012
	Iteration 13Q: 3 clusters Score -1.400078e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -14001101.000000 Penalty: 5721.937012
	Iteration 14Q: 3 clusters Score -1.40011e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -14001269.000000 Penalty: 5721.937012
	Iteration 15Q: 3 clusters Score -1.400127e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -14001362.000000 Penalty: 5721.937012
	Iteration 16Q: 3 clusters Score -1.400136e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -14001441.000000 Penalty: 5721.937012
	Iteration 17Q: 3 clusters Score -1.400144e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -14001501.000000 Penalty: 5721.937012
	Iteration 18Q: 3 clusters Score -1.40015e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -14001534.000000 Penalty: 5721.937012
	Iteration 19Q: 3 clusters Score -1.400153e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -14001601.000000 Penalty: 5721.937012
	Iteration 20F: 3 clusters Score -1.40016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -14001628.000000 Penalty: 5721.937012
	Iteration 21Q: 3 clusters Score -1.400163e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -14001664.000000 Penalty: 5721.937012
	Iteration 22Q: 3 clusters Score -1.400166e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -14001686.000000 Penalty: 5721.937012
	Iteration 23Q: 3 clusters Score -1.400169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -14001734.000000 Penalty: 5721.937012
	Iteration 24Q: 3 clusters Score -1.400173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -14001742.000000 Penalty: 5721.937012
	Iteration 25Q: 3 clusters Score -1.400174e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -14001751.000000 Penalty: 5721.937012
	Iteration 26Q: 3 clusters Score -1.400175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -14001765.000000 Penalty: 5721.937012
	Iteration 27Q: 3 clusters Score -1.400176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -14001779.000000 Penalty: 5721.937012
	Iteration 28Q: 3 clusters Score -1.400178e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -14001812.000000 Penalty: 5721.937012
	Iteration 29Q: 3 clusters Score -1.400181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -14001833.000000 Penalty: 5721.937012
	Iteration 30Q: 3 clusters Score -1.400183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -14001829.000000 Penalty: 5721.937012
	Iteration 31Q: 3 clusters Score -1.400183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -14001846.000000 Penalty: 5721.937012
	Iteration 32Q: 3 clusters Score -1.400185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -14001855.000000 Penalty: 5721.937012
	Iteration 33Q: 3 clusters Score -1.400186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -14001868.000000 Penalty: 5721.937012
	Iteration 34Q: 3 clusters Score -1.400187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -14001886.000000 Penalty: 5721.937012
	Iteration 35Q: 3 clusters Score -1.400189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
Score: -14001886.000000 Penalty: 5721.937012
	Iteration 36Q: 3 clusters Score -1.400189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -14001880.000000 Penalty: 5721.937012
	Iteration 37Q: 3 clusters Score -1.400188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -14001890.000000 Penalty: 5721.937012
	Iteration 38Q: 3 clusters Score -1.400189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -14001899.000000 Penalty: 5721.937012
	Iteration 39Q: 3 clusters Score -1.40019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -14001903.000000 Penalty: 5721.937012
	Iteration 40F: 3 clusters Score -1.40019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -14001903.000000 Penalty: 5721.937012
	Iteration 41Q: 3 clusters Score -1.40019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -14001896.000000 Penalty: 5721.937012
	Iteration 42Q: 3 clusters Score -1.40019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -14001907.000000 Penalty: 5721.937012
	Iteration 43Q: 3 clusters Score -1.400191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -14001912.000000 Penalty: 5721.937012
	Iteration 44Q: 3 clusters Score -1.400191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -14001922.000000 Penalty: 5721.937012
	Iteration 45Q: 3 clusters Score -1.400192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -14001923.000000 Penalty: 5721.937012
	Iteration 46Q: 3 clusters Score -1.400192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -14001924.000000 Penalty: 5721.937012
	Iteration 47Q: 3 clusters Score -1.400192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -14001922.000000 Penalty: 5721.937012
	Iteration 48Q: 3 clusters Score -1.400192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -14001916.000000 Penalty: 5721.937012
	Iteration 49Q: 3 clusters Score -1.400192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -14001918.000000 Penalty: 5721.937012
	Iteration 50Q: 3 clusters Score -1.400192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -14001951.000000 Penalty: 5721.937012
	Iteration 51Q: 3 clusters Score -1.400195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 101456 members 
Entering Unmasked Estep 
Score: -14001947.000000 Penalty: 5721.937012
	Iteration 52Q: 3 clusters Score -1.400195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -14001945.000000 Penalty: 5721.937012
	Iteration 53Q: 3 clusters Score -1.400194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -14001959.000000 Penalty: 5721.937012
	Iteration 54Q: 3 clusters Score -1.400196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -14001956.000000 Penalty: 5721.937012
	Iteration 55Q: 3 clusters Score -1.400196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -14001955.000000 Penalty: 5721.937012
	Iteration 56Q: 3 clusters Score -1.400196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -14001944.000000 Penalty: 5721.937012
	Iteration 57Q: 3 clusters Score -1.400194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -14001952.000000 Penalty: 5721.937012
	Iteration 58Q: 3 clusters Score -1.400195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -14001960.000000 Penalty: 5721.937012
	Iteration 59Q: 3 clusters Score -1.400196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -14001960.000000 Penalty: 5721.937012
	Iteration 60F: 3 clusters Score -1.400196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -61165.996094 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -61166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59750.414062 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -59750.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60090.054688 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -60090.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60201.964844 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -60201.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60354.339844 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -60354.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60527.441406 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -60527.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60734.429688 Penalty: 3106.645508
	Iteration 5F: 3 clusters Score -60734.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61089.144531 Penalty: 3106.645508
	Iteration 6F: 3 clusters Score -61089.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61292.222656 Penalty: 3106.645508
	Iteration 7F: 3 clusters Score -61292.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61525.582031 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -61525.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61855.191406 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -61855.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61932.121094 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -61932.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61948.062500 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -61948.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61948.062500 Penalty: 3106.645508
	Iteration 12F: 3 clusters Score -61948.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 139889 members 
Mstep: Class 4 contains 13477 members 
Mstep: Class 5 contains 107215 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 206668 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 10 contains 73863 members 
Mstep: Class 11 contains 33518 members 
Mstep: Class 12 contains 17913 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 15 contains 87989 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 62557 members 
Mstep: Class 25 contains 361 members 
Mstep: Class 26 contains 102351 members 
Mstep: Class 27 contains 330 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 195 members 
Entering Unmasked Estep 
Score: -134147600.000000 Penalty: 99435.203125
Splitting cluster 27 changes total score from -134148720.000000 to -134147600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -102701.140625 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -102701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100976.414062 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -100976.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101346.070312 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -101346.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101474.054688 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -101474.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101529.929688 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -101529.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101557.609375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -101557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101585.742188 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -101585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101595.539062 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -101595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101599.671875 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -101599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101603.757812 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -101603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101606.289062 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -101606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101606.289062 Penalty: 3327.209717
	Iteration 10F: 3 clusters Score -101606.3 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -397127712.000000 Penalty: 103635.171875
20->29 Clusters: Score -397127712.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 50790 members 
Mstep: Class 3 contains 50556 members 
Mstep: Class 4 contains 50973 members 
Mstep: Class 5 contains 50520 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 50250 members 
Mstep: Class 8 contains 50714 members 
Mstep: Class 9 contains 50490 members 
Mstep: Class 10 contains 50476 members 
Mstep: Class 11 contains 50362 members 
Mstep: Class 12 contains 50941 members 
Mstep: Class 13 contains 50235 members 
Mstep: Class 14 contains 50666 members 
Mstep: Class 15 contains 50569 members 
Mstep: Class 16 contains 50629 members 
Mstep: Class 17 contains 50356 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 50349 members 
Mstep: Class 20 contains 50527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 696.779724 but Gain 3428.800781
Score: -128603152.000000 Penalty: 65147.199219
Iteration 0F: 20 clusters Score -1.286032e+08 nChanged 953133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2263 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 33919 members 
Mstep: Class 3 contains 33962 members 
Mstep: Class 4 contains 49754 members 
Mstep: Class 5 contains 20644 members 
Mstep: Class 6 contains 16961 members 
Mstep: Class 7 contains 104586 members 
Mstep: Class 8 contains 99237 members 
Mstep: Class 9 contains 36617 members 
Mstep: Class 10 contains 22862 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 68750 members 
Mstep: Class 13 contains 70079 members 
Mstep: Class 14 contains 81709 members 
Mstep: Class 15 contains 81602 members 
Mstep: Class 16 contains 44833 members 
Mstep: Class 17 contains 29403 members 
Mstep: Class 18 contains 19056 members 
Mstep: Class 19 contains 145241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131819976.000000 Penalty: 65147.199219
Iteration 1F: 20 clusters Score -1.3182e+08 nChanged 346365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2197 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 40784 members 
Mstep: Class 3 contains 53495 members 
Mstep: Class 4 contains 52373 members 
Mstep: Class 5 contains 17742 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 111241 members 
Mstep: Class 8 contains 92227 members 
Mstep: Class 9 contains 40944 members 
Mstep: Class 10 contains 16870 members 
Mstep: Class 11 contains 18708 members 
Mstep: Class 12 contains 76195 members 
Mstep: Class 13 contains 59503 members 
Mstep: Class 14 contains 68075 members 
Mstep: Class 15 contains 104084 members 
Mstep: Class 16 contains 35312 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 13458 members 
Mstep: Class 19 contains 163908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132661144.000000 Penalty: 65147.199219
Iteration 2F: 20 clusters Score -1.326611e+08 nChanged 269267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1790 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 38395 members 
Mstep: Class 3 contains 70258 members 
Mstep: Class 4 contains 58341 members 
Mstep: Class 5 contains 13459 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 86619 members 
Mstep: Class 8 contains 93759 members 
Mstep: Class 9 contains 49295 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 13384 members 
Mstep: Class 12 contains 86885 members 
Mstep: Class 13 contains 62468 members 
Mstep: Class 14 contains 59941 members 
Mstep: Class 15 contains 122143 members 
Mstep: Class 16 contains 23591 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 6832 members 
Mstep: Class 19 contains 176642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133062192.000000 Penalty: 65147.199219
Iteration 3F: 20 clusters Score -1.330622e+08 nChanged 202594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1273 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 33558 members 
Mstep: Class 3 contains 76527 members 
Mstep: Class 4 contains 64540 members 
Mstep: Class 5 contains 9642 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 63949 members 
Mstep: Class 8 contains 102342 members 
Mstep: Class 9 contains 60970 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 94315 members 
Mstep: Class 13 contains 63572 members 
Mstep: Class 14 contains 61436 members 
Mstep: Class 15 contains 141411 members 
Mstep: Class 16 contains 19652 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 167893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133317960.000000 Penalty: 65147.199219
Iteration 4F: 20 clusters Score -1.33318e+08 nChanged 158736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1194 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 28778 members 
Mstep: Class 3 contains 74160 members 
Mstep: Class 4 contains 70102 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 51063 members 
Mstep: Class 8 contains 117495 members 
Mstep: Class 9 contains 68265 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 98285 members 
Mstep: Class 13 contains 60159 members 
Mstep: Class 14 contains 66777 members 
Mstep: Class 15 contains 159924 members 
Mstep: Class 16 contains 16953 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 2986 members 
Mstep: Class 19 contains 152678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133499304.000000 Penalty: 65147.199219
Iteration 5F: 20 clusters Score -1.334993e+08 nChanged 130693
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 24756 members 
Mstep: Class 3 contains 67822 members 
Mstep: Class 4 contains 74891 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 47259 members 
Mstep: Class 8 contains 136984 members 
Mstep: Class 9 contains 71669 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 4073 members 
Mstep: Class 12 contains 99977 members 
Mstep: Class 13 contains 53954 members 
Mstep: Class 14 contains 72879 members 
Mstep: Class 15 contains 170027 members 
Mstep: Class 16 contains 14290 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 139139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133696496.000000 Penalty: 65147.199219
Iteration 6F: 20 clusters Score -1.336965e+08 nChanged 112659
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 22558 members 
Mstep: Class 3 contains 60359 members 
Mstep: Class 4 contains 79722 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 7459 members 
Mstep: Class 7 contains 45289 members 
Mstep: Class 8 contains 159099 members 
Mstep: Class 9 contains 73764 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 12 contains 102874 members 
Mstep: Class 13 contains 46836 members 
Mstep: Class 14 contains 79002 members 
Mstep: Class 15 contains 170616 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 128796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133811712.000000 Penalty: 65147.199219
Iteration 7F: 20 clusters Score -1.338117e+08 nChanged 94287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21113 members 
Mstep: Class 3 contains 53838 members 
Mstep: Class 4 contains 82719 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 7544 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 180497 members 
Mstep: Class 9 contains 75454 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 106353 members 
Mstep: Class 13 contains 39837 members 
Mstep: Class 14 contains 83542 members 
Mstep: Class 15 contains 165255 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 122127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133874120.000000 Penalty: 65147.199219
Iteration 8F: 20 clusters Score -1.338741e+08 nChanged 76514
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 19854 members 
Mstep: Class 3 contains 49293 members 
Mstep: Class 4 contains 83292 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 45270 members 
Mstep: Class 8 contains 198670 members 
Mstep: Class 9 contains 76673 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 109535 members 
Mstep: Class 13 contains 33113 members 
Mstep: Class 14 contains 87016 members 
Mstep: Class 15 contains 158338 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 118319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133913240.000000 Penalty: 65147.199219
Iteration 9F: 20 clusters Score -1.339132e+08 nChanged 62338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 3 contains 46510 members 
Mstep: Class 4 contains 81432 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 47022 members 
Mstep: Class 8 contains 212935 members 
Mstep: Class 9 contains 77570 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 112408 members 
Mstep: Class 13 contains 27183 members 
Mstep: Class 14 contains 90220 members 
Mstep: Class 15 contains 151384 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 116280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133942224.000000 Penalty: 65147.199219
Iteration 10F: 20 clusters Score -1.339422e+08 nChanged 51187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18110 members 
Mstep: Class 3 contains 44831 members 
Mstep: Class 4 contains 77549 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 49527 members 
Mstep: Class 8 contains 223620 members 
Mstep: Class 9 contains 78337 members 
Mstep: Class 10 contains 1480 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 115152 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 92834 members 
Mstep: Class 15 contains 145334 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 115152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133966104.000000 Penalty: 65147.199219
Iteration 11F: 20 clusters Score -1.339661e+08 nChanged 42592
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17582 members 
Mstep: Class 3 contains 43607 members 
Mstep: Class 4 contains 72200 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 7723 members 
Mstep: Class 7 contains 52468 members 
Mstep: Class 8 contains 231803 members 
Mstep: Class 9 contains 79015 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 117775 members 
Mstep: Class 13 contains 18547 members 
Mstep: Class 14 contains 94986 members 
Mstep: Class 15 contains 140656 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 3933 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 114314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133982896.000000 Penalty: 65147.199219
Iteration 12Q: 20 clusters Score -1.339829e+08 nChanged 36409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 42751 members 
Mstep: Class 4 contains 66116 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 55620 members 
Mstep: Class 8 contains 238041 members 
Mstep: Class 9 contains 79570 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 120066 members 
Mstep: Class 13 contains 15920 members 
Mstep: Class 14 contains 96900 members 
Mstep: Class 15 contains 136924 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 113546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133997824.000000 Penalty: 65147.199219
Iteration 13Q: 20 clusters Score -1.339978e+08 nChanged 31706
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17028 members 
Mstep: Class 3 contains 42044 members 
Mstep: Class 4 contains 59825 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 58926 members 
Mstep: Class 8 contains 242861 members 
Mstep: Class 9 contains 79963 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 122242 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 98263 members 
Mstep: Class 15 contains 134225 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 112685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134014568.000000 Penalty: 65147.199219
Iteration 14Q: 20 clusters Score -1.340146e+08 nChanged 28563
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16865 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 53570 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 7767 members 
Mstep: Class 7 contains 62078 members 
Mstep: Class 8 contains 247563 members 
Mstep: Class 9 contains 80169 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 124273 members 
Mstep: Class 13 contains 13057 members 
Mstep: Class 14 contains 98907 members 
Mstep: Class 15 contains 132092 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 111607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134026384.000000 Penalty: 65147.199219
Iteration 15Q: 20 clusters Score -1.340264e+08 nChanged 25946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16774 members 
Mstep: Class 3 contains 40851 members 
Mstep: Class 4 contains 47669 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 7772 members 
Mstep: Class 7 contains 65127 members 
Mstep: Class 8 contains 251871 members 
Mstep: Class 9 contains 80216 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 126213 members 
Mstep: Class 13 contains 12459 members 
Mstep: Class 14 contains 98862 members 
Mstep: Class 15 contains 130426 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 2924 members 
Mstep: Class 19 contains 110432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134035784.000000 Penalty: 65147.199219
Iteration 16Q: 20 clusters Score -1.340358e+08 nChanged 23857
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16736 members 
Mstep: Class 3 contains 40480 members 
Mstep: Class 4 contains 42045 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 68194 members 
Mstep: Class 8 contains 255694 members 
Mstep: Class 9 contains 80084 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 4813 members 
Mstep: Class 12 contains 128050 members 
Mstep: Class 13 contains 12239 members 
Mstep: Class 14 contains 98299 members 
Mstep: Class 15 contains 129196 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 4863 members 
Mstep: Class 18 contains 2831 members 
Mstep: Class 19 contains 109317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134044008.000000 Penalty: 65147.199219
Iteration 17Q: 20 clusters Score -1.34044e+08 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16740 members 
Mstep: Class 3 contains 40245 members 
Mstep: Class 4 contains 36887 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 71516 members 
Mstep: Class 8 contains 259011 members 
Mstep: Class 9 contains 79797 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 129717 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 97259 members 
Mstep: Class 15 contains 128087 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 4864 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 108276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134049512.000000 Penalty: 65147.199219
Iteration 18Q: 20 clusters Score -1.340495e+08 nChanged 20896
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16800 members 
Mstep: Class 3 contains 40077 members 
Mstep: Class 4 contains 32225 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 75182 members 
Mstep: Class 8 contains 261585 members 
Mstep: Class 9 contains 79438 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 131148 members 
Mstep: Class 13 contains 12450 members 
Mstep: Class 14 contains 95862 members 
Mstep: Class 15 contains 127196 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 4858 members 
Mstep: Class 18 contains 2717 members 
Mstep: Class 19 contains 107354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134054520.000000 Penalty: 65147.199219
Iteration 19Q: 20 clusters Score -1.340545e+08 nChanged 19288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16873 members 
Mstep: Class 3 contains 39981 members 
Mstep: Class 4 contains 28138 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 7813 members 
Mstep: Class 7 contains 78997 members 
Mstep: Class 8 contains 263583 members 
Mstep: Class 9 contains 79036 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 132304 members 
Mstep: Class 13 contains 12735 members 
Mstep: Class 14 contains 94363 members 
Mstep: Class 15 contains 126319 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 106552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134058928.000000 Penalty: 65147.199219
Iteration 20F: 20 clusters Score -1.340589e+08 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16927 members 
Mstep: Class 3 contains 39907 members 
Mstep: Class 4 contains 24549 members 
Mstep: Class 5 contains 2062 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 83103 members 
Mstep: Class 8 contains 265131 members 
Mstep: Class 9 contains 78648 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5561 members 
Mstep: Class 12 contains 133191 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 92669 members 
Mstep: Class 15 contains 125379 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 4838 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 105829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134063040.000000 Penalty: 65147.199219
Iteration 21Q: 20 clusters Score -1.34063e+08 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16993 members 
Mstep: Class 3 contains 39866 members 
Mstep: Class 4 contains 21383 members 
Mstep: Class 5 contains 2054 members 
Mstep: Class 6 contains 7834 members 
Mstep: Class 7 contains 87346 members 
Mstep: Class 8 contains 266275 members 
Mstep: Class 9 contains 78272 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 133781 members 
Mstep: Class 13 contains 13369 members 
Mstep: Class 14 contains 90928 members 
Mstep: Class 15 contains 124477 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 105243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066224.000000 Penalty: 65147.199219
Iteration 22Q: 20 clusters Score -1.340662e+08 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 39857 members 
Mstep: Class 4 contains 18714 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 7846 members 
Mstep: Class 7 contains 91675 members 
Mstep: Class 8 contains 267219 members 
Mstep: Class 9 contains 77932 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 134036 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 89126 members 
Mstep: Class 15 contains 123574 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 104728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134069528.000000 Penalty: 65147.199219
Iteration 23Q: 20 clusters Score -1.340695e+08 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17122 members 
Mstep: Class 3 contains 39855 members 
Mstep: Class 4 contains 16425 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 7855 members 
Mstep: Class 7 contains 95965 members 
Mstep: Class 8 contains 267987 members 
Mstep: Class 9 contains 77590 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 133994 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 87435 members 
Mstep: Class 15 contains 122612 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 104312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073456.000000 Penalty: 65147.199219
Iteration 24Q: 20 clusters Score -1.340735e+08 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17156 members 
Mstep: Class 3 contains 39849 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 100172 members 
Mstep: Class 8 contains 268528 members 
Mstep: Class 9 contains 77275 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 5833 members 
Mstep: Class 12 contains 133897 members 
Mstep: Class 13 contains 14287 members 
Mstep: Class 14 contains 85599 members 
Mstep: Class 15 contains 121789 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 103956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076616.000000 Penalty: 65147.199219
Iteration 25Q: 20 clusters Score -1.340766e+08 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17215 members 
Mstep: Class 3 contains 39851 members 
Mstep: Class 4 contains 12722 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 104137 members 
Mstep: Class 8 contains 268913 members 
Mstep: Class 9 contains 76959 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 133643 members 
Mstep: Class 13 contains 14599 members 
Mstep: Class 14 contains 83817 members 
Mstep: Class 15 contains 121181 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 103595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079768.000000 Penalty: 65147.199219
Iteration 26Q: 20 clusters Score -1.340798e+08 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17238 members 
Mstep: Class 3 contains 39820 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 7872 members 
Mstep: Class 7 contains 107988 members 
Mstep: Class 8 contains 269358 members 
Mstep: Class 9 contains 76697 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 133252 members 
Mstep: Class 13 contains 14854 members 
Mstep: Class 14 contains 81943 members 
Mstep: Class 15 contains 120490 members 
Mstep: Class 16 contains 8132 members 
Mstep: Class 17 contains 4838 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 103299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134083272.000000 Penalty: 65147.199219
Iteration 27Q: 20 clusters Score -1.340833e+08 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17233 members 
Mstep: Class 3 contains 39798 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 111724 members 
Mstep: Class 8 contains 269648 members 
Mstep: Class 9 contains 76416 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5797 members 
Mstep: Class 12 contains 132678 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 80072 members 
Mstep: Class 15 contains 119957 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 103077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134085816.000000 Penalty: 65147.199219
Iteration 28Q: 20 clusters Score -1.340858e+08 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17242 members 
Mstep: Class 3 contains 39755 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 7877 members 
Mstep: Class 7 contains 115213 members 
Mstep: Class 8 contains 269970 members 
Mstep: Class 9 contains 76133 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 132081 members 
Mstep: Class 13 contains 15461 members 
Mstep: Class 14 contains 78240 members 
Mstep: Class 15 contains 119434 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 102945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087896.000000 Penalty: 65147.199219
Iteration 29Q: 20 clusters Score -1.340879e+08 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17240 members 
Mstep: Class 3 contains 39709 members 
Mstep: Class 4 contains 8225 members 
Mstep: Class 5 contains 1788 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 118266 members 
Mstep: Class 8 contains 270451 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 131428 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 76445 members 
Mstep: Class 15 contains 119057 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 102868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089848.000000 Penalty: 65147.199219
Iteration 30Q: 20 clusters Score -1.340898e+08 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17258 members 
Mstep: Class 3 contains 39677 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 120963 members 
Mstep: Class 8 contains 271135 members 
Mstep: Class 9 contains 75693 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 130737 members 
Mstep: Class 13 contains 16027 members 
Mstep: Class 14 contains 74751 members 
Mstep: Class 15 contains 118653 members 
Mstep: Class 16 contains 9548 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 102816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091856.000000 Penalty: 65147.199219
Iteration 31Q: 20 clusters Score -1.340919e+08 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 39680 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 7884 members 
Mstep: Class 7 contains 123422 members 
Mstep: Class 8 contains 271871 members 
Mstep: Class 9 contains 75516 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 130039 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 73136 members 
Mstep: Class 15 contains 118211 members 
Mstep: Class 16 contains 9764 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 102776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134093328.000000 Penalty: 65147.199219
Iteration 32Q: 20 clusters Score -1.340933e+08 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17287 members 
Mstep: Class 3 contains 39709 members 
Mstep: Class 4 contains 6289 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 7886 members 
Mstep: Class 7 contains 125683 members 
Mstep: Class 8 contains 272749 members 
Mstep: Class 9 contains 75349 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5845 members 
Mstep: Class 12 contains 129301 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 71605 members 
Mstep: Class 15 contains 117727 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 102770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134093784.000000 Penalty: 65147.199219
Iteration 33Q: 20 clusters Score -1.340938e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17312 members 
Mstep: Class 3 contains 39779 members 
Mstep: Class 4 contains 5815 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 7887 members 
Mstep: Class 7 contains 127717 members 
Mstep: Class 8 contains 273624 members 
Mstep: Class 9 contains 75169 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5841 members 
Mstep: Class 12 contains 128465 members 
Mstep: Class 13 contains 16635 members 
Mstep: Class 14 contains 70187 members 
Mstep: Class 15 contains 117298 members 
Mstep: Class 16 contains 10049 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 102811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134094240.000000 Penalty: 65147.199219
Iteration 34Q: 20 clusters Score -1.340942e+08 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17350 members 
Mstep: Class 3 contains 39871 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 129467 members 
Mstep: Class 8 contains 274571 members 
Mstep: Class 9 contains 75025 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 12 contains 127563 members 
Mstep: Class 13 contains 16777 members 
Mstep: Class 14 contains 68909 members 
Mstep: Class 15 contains 116892 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 102872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134094816.000000 Penalty: 65147.199219
Iteration 35Q: 20 clusters Score -1.340948e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17372 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 130935 members 
Mstep: Class 8 contains 275642 members 
Mstep: Class 9 contains 74913 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 126637 members 
Mstep: Class 13 contains 16888 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 116468 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 102926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134095512.000000 Penalty: 65147.199219
Iteration 36Q: 20 clusters Score -1.340955e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17394 members 
Mstep: Class 3 contains 40130 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 132110 members 
Mstep: Class 8 contains 276681 members 
Mstep: Class 9 contains 74803 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 125745 members 
Mstep: Class 13 contains 16997 members 
Mstep: Class 14 contains 66754 members 
Mstep: Class 15 contains 116132 members 
Mstep: Class 16 contains 10296 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 103008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134095368.000000 Penalty: 65147.199219
Iteration 37Q: 20 clusters Score -1.340954e+08 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17423 members 
Mstep: Class 3 contains 40320 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 133180 members 
Mstep: Class 8 contains 277692 members 
Mstep: Class 9 contains 74705 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 124739 members 
Mstep: Class 13 contains 17092 members 
Mstep: Class 14 contains 65795 members 
Mstep: Class 15 contains 115928 members 
Mstep: Class 16 contains 10338 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 103089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134095608.000000 Penalty: 65147.199219
Iteration 38Q: 20 clusters Score -1.340956e+08 nChanged 5714
Entering ConstructFrom: 
Score: -134095608.000000 Penalty: 65147.199219
Entering ConstructFrom: 
Trying to split cluster 1 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -207636.093750 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -207636.1 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 897 members 
Entering Unmasked Estep 
Score: -205357.000000 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -205357 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -206912.531250 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -206912.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -209284.781250 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -209284.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210700.546875 Penalty: 3706.924072
	Iteration 3F: 3 clusters Score -210700.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -211154.812500 Penalty: 3706.924072
	Iteration 4F: 3 clusters Score -211154.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -211314.140625 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -211314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -211354.109375 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -211354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -211377.187500 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -211377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -211392.484375 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -211392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -211399.000000 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -211399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -211404.656250 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -211404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211405.703125 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -211405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211410.171875 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -211410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211414.062500 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -211414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -211416.250000 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -211416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -211419.296875 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -211419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -211419.296875 Penalty: 3706.924072
	Iteration 16F: 3 clusters Score -211419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 40550 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 278668 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Entering Unmasked Estep 
Score: -134097864.000000 Penalty: 68576.000000
Splitting cluster 1 changes total score from -134095608.000000 to -134097864.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (17438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Entering Unmasked Estep 
Score: -2395668.000000 Penalty: 2422.068848
	Iteration 0F: 2 clusters Score -2395668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2383341.500000 Penalty: 4844.137695
	Iteration 0F: 3 clusters Score -2383342 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2387467.750000 Penalty: 4844.137695
	Iteration 1F: 3 clusters Score -2387468 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2387900.250000 Penalty: 4844.137695
	Iteration 2F: 3 clusters Score -2387900 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2388298.000000 Penalty: 4844.137695
	Iteration 3Q: 3 clusters Score -2388298 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2388733.750000 Penalty: 4844.137695
	Iteration 4Q: 3 clusters Score -2388734 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2389255.250000 Penalty: 4844.137695
	Iteration 5Q: 3 clusters Score -2389255 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2389878.750000 Penalty: 4844.137695
	Iteration 6Q: 3 clusters Score -2389879 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2390433.750000 Penalty: 4844.137695
	Iteration 7Q: 3 clusters Score -2390434 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2390976.750000 Penalty: 4844.137695
	Iteration 8Q: 3 clusters Score -2390977 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2391494.250000 Penalty: 4844.137695
	Iteration 9Q: 3 clusters Score -2391494 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2391953.750000 Penalty: 4844.137695
	Iteration 10Q: 3 clusters Score -2391954 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2392352.750000 Penalty: 4844.137695
	Iteration 11Q: 3 clusters Score -2392353 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2392613.500000 Penalty: 4844.137695
	Iteration 12Q: 3 clusters Score -2392614 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2392780.250000 Penalty: 4844.137695
	Iteration 13Q: 3 clusters Score -2392780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2392899.500000 Penalty: 4844.137695
	Iteration 14Q: 3 clusters Score -2392900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2392977.750000 Penalty: 4844.137695
	Iteration 15Q: 3 clusters Score -2392978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2393062.750000 Penalty: 4844.137695
	Iteration 16Q: 3 clusters Score -2393063 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2393132.000000 Penalty: 4844.137695
	Iteration 17Q: 3 clusters Score -2393132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2393173.250000 Penalty: 4844.137695
	Iteration 18Q: 3 clusters Score -2393173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2393217.750000 Penalty: 4844.137695
	Iteration 19Q: 3 clusters Score -2393218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2393245.750000 Penalty: 4844.137695
	Iteration 20F: 3 clusters Score -2393246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2393265.000000 Penalty: 4844.137695
	Iteration 21Q: 3 clusters Score -2393265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2393286.250000 Penalty: 4844.137695
	Iteration 22Q: 3 clusters Score -2393286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2393305.500000 Penalty: 4844.137695
	Iteration 23Q: 3 clusters Score -2393306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2393321.500000 Penalty: 4844.137695
	Iteration 24Q: 3 clusters Score -2393322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2393349.250000 Penalty: 4844.137695
	Iteration 25Q: 3 clusters Score -2393349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2393371.500000 Penalty: 4844.137695
	Iteration 26Q: 3 clusters Score -2393372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2393400.750000 Penalty: 4844.137695
	Iteration 27Q: 3 clusters Score -2393401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2393417.750000 Penalty: 4844.137695
	Iteration 28Q: 3 clusters Score -2393418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2393436.000000 Penalty: 4844.137695
	Iteration 29Q: 3 clusters Score -2393436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2393456.750000 Penalty: 4844.137695
	Iteration 30Q: 3 clusters Score -2393457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2393479.750000 Penalty: 4844.137695
	Iteration 31Q: 3 clusters Score -2393480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2393501.500000 Penalty: 4844.137695
	Iteration 32Q: 3 clusters Score -2393502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2393514.000000 Penalty: 4844.137695
	Iteration 33Q: 3 clusters Score -2393514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2393526.000000 Penalty: 4844.137695
	Iteration 34Q: 3 clusters Score -2393526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2393543.750000 Penalty: 4844.137695
	Iteration 35Q: 3 clusters Score -2393544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2393559.000000 Penalty: 4844.137695
	Iteration 36Q: 3 clusters Score -2393559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2393568.000000 Penalty: 4844.137695
	Iteration 37Q: 3 clusters Score -2393568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2393576.250000 Penalty: 4844.137695
	Iteration 38Q: 3 clusters Score -2393576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2393585.000000 Penalty: 4844.137695
	Iteration 39Q: 3 clusters Score -2393585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2393594.500000 Penalty: 4844.137695
	Iteration 40F: 3 clusters Score -2393594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2393604.250000 Penalty: 4844.137695
	Iteration 41Q: 3 clusters Score -2393604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2393615.750000 Penalty: 4844.137695
	Iteration 42Q: 3 clusters Score -2393616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2393615.000000 Penalty: 4844.137695
	Iteration 43Q: 3 clusters Score -2393615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2393622.500000 Penalty: 4844.137695
	Iteration 44Q: 3 clusters Score -2393622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2393628.000000 Penalty: 4844.137695
	Iteration 45Q: 3 clusters Score -2393628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2393629.250000 Penalty: 4844.137695
	Iteration 46Q: 3 clusters Score -2393629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2393630.750000 Penalty: 4844.137695
	Iteration 47Q: 3 clusters Score -2393631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2393634.750000 Penalty: 4844.137695
	Iteration 48Q: 3 clusters Score -2393635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2393632.750000 Penalty: 4844.137695
	Iteration 49Q: 3 clusters Score -2393633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2393635.750000 Penalty: 4844.137695
	Iteration 50Q: 3 clusters Score -2393636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2393635.750000 Penalty: 4844.137695
	Iteration 51Q: 3 clusters Score -2393636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2393638.750000 Penalty: 4844.137695
	Iteration 52Q: 3 clusters Score -2393639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2393641.250000 Penalty: 4844.137695
	Iteration 53Q: 3 clusters Score -2393641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2393648.500000 Penalty: 4844.137695
	Iteration 54Q: 3 clusters Score -2393648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2393651.250000 Penalty: 4844.137695
	Iteration 55Q: 3 clusters Score -2393651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2393652.750000 Penalty: 4844.137695
	Iteration 56Q: 3 clusters Score -2393653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2393657.000000 Penalty: 4844.137695
	Iteration 57Q: 3 clusters Score -2393657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2393655.250000 Penalty: 4844.137695
	Iteration 58Q: 3 clusters Score -2393655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2393658.500000 Penalty: 4844.137695
	Iteration 59Q: 3 clusters Score -2393658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2393668.250000 Penalty: 4844.137695
	Iteration 60F: 3 clusters Score -2393668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2393668.000000 Penalty: 4844.137695
	Iteration 61Q: 3 clusters Score -2393668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2393671.250000 Penalty: 4844.137695
	Iteration 62Q: 3 clusters Score -2393671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2393674.500000 Penalty: 4844.137695
	Iteration 63Q: 3 clusters Score -2393674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2393677.750000 Penalty: 4844.137695
	Iteration 64Q: 3 clusters Score -2393678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2393681.500000 Penalty: 4844.137695
	Iteration 65Q: 3 clusters Score -2393682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2393679.750000 Penalty: 4844.137695
	Iteration 66Q: 3 clusters Score -2393680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2393686.250000 Penalty: 4844.137695
	Iteration 67Q: 3 clusters Score -2393686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2393690.250000 Penalty: 4844.137695
	Iteration 68Q: 3 clusters Score -2393690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2393687.500000 Penalty: 4844.137695
	Iteration 69Q: 3 clusters Score -2393688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2393688.250000 Penalty: 4844.137695
	Iteration 70Q: 3 clusters Score -2393688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2393690.250000 Penalty: 4844.137695
	Iteration 71Q: 3 clusters Score -2393690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2393692.250000 Penalty: 4844.137695
	Iteration 72Q: 3 clusters Score -2393692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2393698.000000 Penalty: 4844.137695
	Iteration 73Q: 3 clusters Score -2393698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2393696.750000 Penalty: 4844.137695
	Iteration 74Q: 3 clusters Score -2393697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2393698.250000 Penalty: 4844.137695
	Iteration 75Q: 3 clusters Score -2393698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2393700.500000 Penalty: 4844.137695
	Iteration 76Q: 3 clusters Score -2393700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2393701.500000 Penalty: 4844.137695
	Iteration 77Q: 3 clusters Score -2393702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2393702.250000 Penalty: 4844.137695
	Iteration 78Q: 3 clusters Score -2393702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2393706.750000 Penalty: 4844.137695
	Iteration 79Q: 3 clusters Score -2393707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2393708.500000 Penalty: 4844.137695
	Iteration 80F: 3 clusters Score -2393708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2393711.000000 Penalty: 4844.137695
	Iteration 81Q: 3 clusters Score -2393711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2393710.000000 Penalty: 4844.137695
	Iteration 82Q: 3 clusters Score -2393710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2393710.250000 Penalty: 4844.137695
	Iteration 83Q: 3 clusters Score -2393710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2393714.500000 Penalty: 4844.137695
	Iteration 84Q: 3 clusters Score -2393714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2393714.000000 Penalty: 4844.137695
	Iteration 85Q: 3 clusters Score -2393714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2393712.750000 Penalty: 4844.137695
	Iteration 86Q: 3 clusters Score -2393713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2393712.750000 Penalty: 4844.137695
	Iteration 87Q: 3 clusters Score -2393713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2393713.250000 Penalty: 4844.137695
	Iteration 88Q: 3 clusters Score -2393713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2393713.000000 Penalty: 4844.137695
	Iteration 89Q: 3 clusters Score -2393713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2393711.500000 Penalty: 4844.137695
	Iteration 90Q: 3 clusters Score -2393712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2393714.500000 Penalty: 4844.137695
	Iteration 91Q: 3 clusters Score -2393714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2393713.250000 Penalty: 4844.137695
	Iteration 92Q: 3 clusters Score -2393713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2393713.250000 Penalty: 4844.137695
	Iteration 93F: 3 clusters Score -2393713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Entering Unmasked Estep 
Score: -5428519.500000 Penalty: 2631.352295
	Iteration 0F: 2 clusters Score -5428520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5401091.500000 Penalty: 5262.704590
	Iteration 0F: 3 clusters Score -5401092 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5411358.000000 Penalty: 5262.704590
	Iteration 1F: 3 clusters Score -5411358 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5411992.500000 Penalty: 5262.704590
	Iteration 2Q: 3 clusters Score -5411992 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5412792.000000 Penalty: 5262.704590
	Iteration 3Q: 3 clusters Score -5412792 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5414202.500000 Penalty: 5262.704590
	Iteration 4F: 3 clusters Score -5414202 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5417121.000000 Penalty: 5262.704590
	Iteration 5F: 3 clusters Score -5417121 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5421573.500000 Penalty: 5262.704590
	Iteration 6F: 3 clusters Score -5421574 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -5425869.000000 Penalty: 5262.704590
	Iteration 7F: 3 clusters Score -5425869 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5428397.000000 Penalty: 5262.704590
	Iteration 8F: 3 clusters Score -5428397 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -5429511.500000 Penalty: 5262.704590
	Iteration 9Q: 3 clusters Score -5429512 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5429900.000000 Penalty: 5262.704590
	Iteration 10Q: 3 clusters Score -5429900 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5430016.000000 Penalty: 5262.704590
	Iteration 11Q: 3 clusters Score -5430016 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5430076.500000 Penalty: 5262.704590
	Iteration 12Q: 3 clusters Score -5430076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5430100.500000 Penalty: 5262.704590
	Iteration 13Q: 3 clusters Score -5430100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5430133.000000 Penalty: 5262.704590
	Iteration 14Q: 3 clusters Score -5430133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -5430146.500000 Penalty: 5262.704590
	Iteration 15Q: 3 clusters Score -5430146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5430158.000000 Penalty: 5262.704590
	Iteration 16Q: 3 clusters Score -5430158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5430164.500000 Penalty: 5262.704590
	Iteration 17Q: 3 clusters Score -5430164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -5430163.500000 Penalty: 5262.704590
	Iteration 18Q: 3 clusters Score -5430164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5430164.000000 Penalty: 5262.704590
	Iteration 19Q: 3 clusters Score -5430164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5430169.500000 Penalty: 5262.704590
	Iteration 20F: 3 clusters Score -5430170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5430166.000000 Penalty: 5262.704590
	Iteration 21Q: 3 clusters Score -5430166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -5430173.000000 Penalty: 5262.704590
	Iteration 22Q: 3 clusters Score -5430173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5430171.000000 Penalty: 5262.704590
	Iteration 23Q: 3 clusters Score -5430171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5430163.000000 Penalty: 5262.704590
	Iteration 24Q: 3 clusters Score -5430163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5430172.000000 Penalty: 5262.704590
	Iteration 25Q: 3 clusters Score -5430172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5430171.000000 Penalty: 5262.704590
	Iteration 26Q: 3 clusters Score -5430171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5430164.000000 Penalty: 5262.704590
	Iteration 27Q: 3 clusters Score -5430164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5430165.500000 Penalty: 5262.704590
	Iteration 28Q: 3 clusters Score -5430166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5430162.500000 Penalty: 5262.704590
	Iteration 29Q: 3 clusters Score -5430162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5430163.500000 Penalty: 5262.704590
	Iteration 30Q: 3 clusters Score -5430164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5430163.500000 Penalty: 5262.704590
	Iteration 31F: 3 clusters Score -5430164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 278668 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Entering Unmasked Estep 
Score: -134098488.000000 Penalty: 72004.804688
Splitting cluster 3 changes total score from -134095608.000000 to -134098488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -584975.187500 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -584975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -580858.937500 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -580858.9 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -581842.250000 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -581842.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -582017.375000 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -582017.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -582137.750000 Penalty: 4154.083496
	Iteration 3Q: 3 clusters Score -582137.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -582228.312500 Penalty: 4154.083496
	Iteration 4Q: 3 clusters Score -582228.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -582286.875000 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -582286.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -582324.750000 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -582324.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -582365.312500 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -582365.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -582401.750000 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -582401.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -582425.750000 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -582425.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -582446.750000 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -582446.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -582464.312500 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -582464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -582480.375000 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -582480.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -582488.437500 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -582488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -582496.062500 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -582496.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -582504.500000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -582504.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -582511.812500 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -582511.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -582516.312500 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -582516.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -582523.375000 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -582523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -582527.375000 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -582527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -582529.812500 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -582529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -582534.062500 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -582534.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -582538.937500 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -582538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -582544.125000 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -582544.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -582547.000000 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -582547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -582554.625000 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -582554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -582560.312500 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -582560.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -582568.125000 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -582568.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -582574.812500 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -582574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -582579.375000 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -582579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -582583.312500 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -582583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -582588.062500 Penalty: 4154.083496
	Iteration 31Q: 3 clusters Score -582588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -582596.375000 Penalty: 4154.083496
	Iteration 32Q: 3 clusters Score -582596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -582603.437500 Penalty: 4154.083496
	Iteration 33Q: 3 clusters Score -582603.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -582611.000000 Penalty: 4154.083496
	Iteration 34Q: 3 clusters Score -582611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -582618.375000 Penalty: 4154.083496
	Iteration 35Q: 3 clusters Score -582618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -582627.000000 Penalty: 4154.083496
	Iteration 36Q: 3 clusters Score -582627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -582631.750000 Penalty: 4154.083496
	Iteration 37Q: 3 clusters Score -582631.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -582636.500000 Penalty: 4154.083496
	Iteration 38Q: 3 clusters Score -582636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -582643.125000 Penalty: 4154.083496
	Iteration 39Q: 3 clusters Score -582643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -582648.687500 Penalty: 4154.083496
	Iteration 40F: 3 clusters Score -582648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -582653.312500 Penalty: 4154.083496
	Iteration 41Q: 3 clusters Score -582653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -582660.062500 Penalty: 4154.083496
	Iteration 42Q: 3 clusters Score -582660.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -582668.125000 Penalty: 4154.083496
	Iteration 43Q: 3 clusters Score -582668.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -582677.562500 Penalty: 4154.083496
	Iteration 44Q: 3 clusters Score -582677.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -582685.250000 Penalty: 4154.083496
	Iteration 45Q: 3 clusters Score -582685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -582692.250000 Penalty: 4154.083496
	Iteration 46Q: 3 clusters Score -582692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -582699.875000 Penalty: 4154.083496
	Iteration 47Q: 3 clusters Score -582699.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -582703.500000 Penalty: 4154.083496
	Iteration 48Q: 3 clusters Score -582703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -582708.437500 Penalty: 4154.083496
	Iteration 49Q: 3 clusters Score -582708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -582711.500000 Penalty: 4154.083496
	Iteration 50Q: 3 clusters Score -582711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -582714.125000 Penalty: 4154.083496
	Iteration 51Q: 3 clusters Score -582714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -582716.562500 Penalty: 4154.083496
	Iteration 52Q: 3 clusters Score -582716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -582718.625000 Penalty: 4154.083496
	Iteration 53Q: 3 clusters Score -582718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -582722.187500 Penalty: 4154.083496
	Iteration 54Q: 3 clusters Score -582722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -582726.625000 Penalty: 4154.083496
	Iteration 55Q: 3 clusters Score -582726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -582731.375000 Penalty: 4154.083496
	Iteration 56Q: 3 clusters Score -582731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -582734.125000 Penalty: 4154.083496
	Iteration 57Q: 3 clusters Score -582734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -582738.062500 Penalty: 4154.083496
	Iteration 58Q: 3 clusters Score -582738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -582741.062500 Penalty: 4154.083496
	Iteration 59Q: 3 clusters Score -582741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -582742.687500 Penalty: 4154.083496
	Iteration 60F: 3 clusters Score -582742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -582744.625000 Penalty: 4154.083496
	Iteration 61Q: 3 clusters Score -582744.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -582749.187500 Penalty: 4154.083496
	Iteration 62Q: 3 clusters Score -582749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -582751.312500 Penalty: 4154.083496
	Iteration 63Q: 3 clusters Score -582751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -582754.250000 Penalty: 4154.083496
	Iteration 64Q: 3 clusters Score -582754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -582755.125000 Penalty: 4154.083496
	Iteration 65Q: 3 clusters Score -582755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -582758.312500 Penalty: 4154.083496
	Iteration 66Q: 3 clusters Score -582758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -582760.562500 Penalty: 4154.083496
	Iteration 67Q: 3 clusters Score -582760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -582761.875000 Penalty: 4154.083496
	Iteration 68Q: 3 clusters Score -582761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -582761.750000 Penalty: 4154.083496
	Iteration 69Q: 3 clusters Score -582761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -582764.000000 Penalty: 4154.083496
	Iteration 70Q: 3 clusters Score -582764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -582764.437500 Penalty: 4154.083496
	Iteration 71Q: 3 clusters Score -582764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -582765.875000 Penalty: 4154.083496
	Iteration 72Q: 3 clusters Score -582765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -582765.625000 Penalty: 4154.083496
	Iteration 73Q: 3 clusters Score -582765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -582766.375000 Penalty: 4154.083496
	Iteration 74Q: 3 clusters Score -582766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -582767.687500 Penalty: 4154.083496
	Iteration 75Q: 3 clusters Score -582767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -582770.125000 Penalty: 4154.083496
	Iteration 76Q: 3 clusters Score -582770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -582772.625000 Penalty: 4154.083496
	Iteration 77Q: 3 clusters Score -582772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -582776.250000 Penalty: 4154.083496
	Iteration 78Q: 3 clusters Score -582776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -582781.062500 Penalty: 4154.083496
	Iteration 79Q: 3 clusters Score -582781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -582782.312500 Penalty: 4154.083496
	Iteration 80F: 3 clusters Score -582782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -582783.312500 Penalty: 4154.083496
	Iteration 81Q: 3 clusters Score -582783.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -582786.187500 Penalty: 4154.083496
	Iteration 82Q: 3 clusters Score -582786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -582788.875000 Penalty: 4154.083496
	Iteration 83Q: 3 clusters Score -582788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -582792.625000 Penalty: 4154.083496
	Iteration 84Q: 3 clusters Score -582792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -582795.812500 Penalty: 4154.083496
	Iteration 85Q: 3 clusters Score -582795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -582797.250000 Penalty: 4154.083496
	Iteration 86Q: 3 clusters Score -582797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -582798.125000 Penalty: 4154.083496
	Iteration 87Q: 3 clusters Score -582798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -582799.500000 Penalty: 4154.083496
	Iteration 88Q: 3 clusters Score -582799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -582801.187500 Penalty: 4154.083496
	Iteration 89Q: 3 clusters Score -582801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -582803.750000 Penalty: 4154.083496
	Iteration 90Q: 3 clusters Score -582803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -582806.437500 Penalty: 4154.083496
	Iteration 91Q: 3 clusters Score -582806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -582809.125000 Penalty: 4154.083496
	Iteration 92Q: 3 clusters Score -582809.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -582815.750000 Penalty: 4154.083496
	Iteration 93Q: 3 clusters Score -582815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -582817.062500 Penalty: 4154.083496
	Iteration 94Q: 3 clusters Score -582817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -582819.937500 Penalty: 4154.083496
	Iteration 95Q: 3 clusters Score -582819.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -582827.750000 Penalty: 4154.083496
	Iteration 96Q: 3 clusters Score -582827.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -582834.062500 Penalty: 4154.083496
	Iteration 97Q: 3 clusters Score -582834.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -582843.937500 Penalty: 4154.083496
	Iteration 98Q: 3 clusters Score -582843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -582852.250000 Penalty: 4154.083496
	Iteration 99Q: 3 clusters Score -582852.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -582861.187500 Penalty: 4154.083496
	Iteration 100F: 3 clusters Score -582861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -582875.812500 Penalty: 4154.083496
	Iteration 101Q: 3 clusters Score -582875.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -582890.562500 Penalty: 4154.083496
	Iteration 102Q: 3 clusters Score -582890.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -582903.562500 Penalty: 4154.083496
	Iteration 103Q: 3 clusters Score -582903.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -582918.000000 Penalty: 4154.083496
	Iteration 104Q: 3 clusters Score -582918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -582928.812500 Penalty: 4154.083496
	Iteration 105Q: 3 clusters Score -582928.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -582939.312500 Penalty: 4154.083496
	Iteration 106Q: 3 clusters Score -582939.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -582952.937500 Penalty: 4154.083496
	Iteration 107Q: 3 clusters Score -582952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -582963.687500 Penalty: 4154.083496
	Iteration 108Q: 3 clusters Score -582963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -582973.687500 Penalty: 4154.083496
	Iteration 109Q: 3 clusters Score -582973.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -582982.250000 Penalty: 4154.083496
	Iteration 110Q: 3 clusters Score -582982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -582986.625000 Penalty: 4154.083496
	Iteration 111Q: 3 clusters Score -582986.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -582995.062500 Penalty: 4154.083496
	Iteration 112Q: 3 clusters Score -582995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -582998.250000 Penalty: 4154.083496
	Iteration 113Q: 3 clusters Score -582998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -582999.937500 Penalty: 4154.083496
	Iteration 114Q: 3 clusters Score -582999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -583002.000000 Penalty: 4154.083496
	Iteration 115Q: 3 clusters Score -583002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -583002.125000 Penalty: 4154.083496
	Iteration 116Q: 3 clusters Score -583002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -583002.437500 Penalty: 4154.083496
	Iteration 117Q: 3 clusters Score -583002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -583003.750000 Penalty: 4154.083496
	Iteration 118Q: 3 clusters Score -583003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -583004.312500 Penalty: 4154.083496
	Iteration 119Q: 3 clusters Score -583004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -583004.312500 Penalty: 4154.083496
	Iteration 120F: 3 clusters Score -583004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -215983.640625 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -215983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213679.718750 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -213679.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -214284.125000 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -214284.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214710.109375 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -214710.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -215071.109375 Penalty: 3665.836182
	Iteration 3F: 3 clusters Score -215071.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -215326.296875 Penalty: 3665.836182
	Iteration 4F: 3 clusters Score -215326.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -215538.656250 Penalty: 3665.836182
	Iteration 5F: 3 clusters Score -215538.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -215703.109375 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -215703.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -215820.765625 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -215820.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -215880.250000 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -215880.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215932.875000 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -215932.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -215996.156250 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -215996.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -216094.984375 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -216095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -216337.375000 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -216337.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -216796.328125 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -216796.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -216894.640625 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -216894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216899.171875 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -216899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -216900.343750 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -216900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -216900.343750 Penalty: 3665.836182
	Iteration 17F: 3 clusters Score -216900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 278668 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Entering Unmasked Estep 
Score: -134097848.000000 Penalty: 75433.601562
Splitting cluster 5 changes total score from -134095608.000000 to -134097848.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -1043082.812500 Penalty: 2225.328369
	Iteration 0F: 2 clusters Score -1043083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1036844.875000 Penalty: 4450.656738
	Iteration 0F: 3 clusters Score -1036845 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1038994.375000 Penalty: 4450.656738
	Iteration 1F: 3 clusters Score -1038994 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1040227.062500 Penalty: 4450.656738
	Iteration 2F: 3 clusters Score -1040227 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1041916.687500 Penalty: 4450.656738
	Iteration 3F: 3 clusters Score -1041917 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1043057.125000 Penalty: 4450.656738
	Iteration 4F: 3 clusters Score -1043057 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1043563.000000 Penalty: 4450.656738
	Iteration 5F: 3 clusters Score -1043563 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1043778.250000 Penalty: 4450.656738
	Iteration 6Q: 3 clusters Score -1043778 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1043892.437500 Penalty: 4450.656738
	Iteration 7Q: 3 clusters Score -1043892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1043965.062500 Penalty: 4450.656738
	Iteration 8Q: 3 clusters Score -1043965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1044021.437500 Penalty: 4450.656738
	Iteration 9Q: 3 clusters Score -1044021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1044054.437500 Penalty: 4450.656738
	Iteration 10Q: 3 clusters Score -1044054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1044084.687500 Penalty: 4450.656738
	Iteration 11Q: 3 clusters Score -1044085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1044107.562500 Penalty: 4450.656738
	Iteration 12Q: 3 clusters Score -1044108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1044123.625000 Penalty: 4450.656738
	Iteration 13Q: 3 clusters Score -1044124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1044134.437500 Penalty: 4450.656738
	Iteration 14Q: 3 clusters Score -1044134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1044142.875000 Penalty: 4450.656738
	Iteration 15Q: 3 clusters Score -1044143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1044151.875000 Penalty: 4450.656738
	Iteration 16Q: 3 clusters Score -1044152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1044158.000000 Penalty: 4450.656738
	Iteration 17Q: 3 clusters Score -1044158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1044162.250000 Penalty: 4450.656738
	Iteration 18Q: 3 clusters Score -1044162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1044166.062500 Penalty: 4450.656738
	Iteration 19Q: 3 clusters Score -1044166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1044169.750000 Penalty: 4450.656738
	Iteration 20F: 3 clusters Score -1044170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1044174.937500 Penalty: 4450.656738
	Iteration 21Q: 3 clusters Score -1044175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1044179.437500 Penalty: 4450.656738
	Iteration 22Q: 3 clusters Score -1044179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1044182.687500 Penalty: 4450.656738
	Iteration 23Q: 3 clusters Score -1044183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1044187.812500 Penalty: 4450.656738
	Iteration 24Q: 3 clusters Score -1044188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1044190.250000 Penalty: 4450.656738
	Iteration 25Q: 3 clusters Score -1044190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1044190.437500 Penalty: 4450.656738
	Iteration 26Q: 3 clusters Score -1044190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1044193.937500 Penalty: 4450.656738
	Iteration 27Q: 3 clusters Score -1044194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1044196.750000 Penalty: 4450.656738
	Iteration 28Q: 3 clusters Score -1044197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1044204.875000 Penalty: 4450.656738
	Iteration 29Q: 3 clusters Score -1044205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1044207.937500 Penalty: 4450.656738
	Iteration 30Q: 3 clusters Score -1044208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1044210.437500 Penalty: 4450.656738
	Iteration 31Q: 3 clusters Score -1044210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1044216.812500 Penalty: 4450.656738
	Iteration 32Q: 3 clusters Score -1044217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1044220.812500 Penalty: 4450.656738
	Iteration 33Q: 3 clusters Score -1044221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1044219.750000 Penalty: 4450.656738
	Iteration 34Q: 3 clusters Score -1044220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1044223.000000 Penalty: 4450.656738
	Iteration 35Q: 3 clusters Score -1044223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1044226.812500 Penalty: 4450.656738
	Iteration 36Q: 3 clusters Score -1044227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1044232.437500 Penalty: 4450.656738
	Iteration 37Q: 3 clusters Score -1044232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1044239.000000 Penalty: 4450.656738
	Iteration 38Q: 3 clusters Score -1044239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1044257.000000 Penalty: 4450.656738
	Iteration 39Q: 3 clusters Score -1044257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1044294.375000 Penalty: 4450.656738
	Iteration 40F: 3 clusters Score -1044294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1044365.625000 Penalty: 4450.656738
	Iteration 41Q: 3 clusters Score -1044366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1044405.250000 Penalty: 4450.656738
	Iteration 42Q: 3 clusters Score -1044405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1044425.250000 Penalty: 4450.656738
	Iteration 43Q: 3 clusters Score -1044425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1044443.000000 Penalty: 4450.656738
	Iteration 44Q: 3 clusters Score -1044443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1044447.687500 Penalty: 4450.656738
	Iteration 45Q: 3 clusters Score -1044448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1044449.500000 Penalty: 4450.656738
	Iteration 46Q: 3 clusters Score -1044450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1044450.687500 Penalty: 4450.656738
	Iteration 47Q: 3 clusters Score -1044451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1044450.250000 Penalty: 4450.656738
	Iteration 48Q: 3 clusters Score -1044450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1044450.875000 Penalty: 4450.656738
	Iteration 49Q: 3 clusters Score -1044451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1044450.875000 Penalty: 4450.656738
	Iteration 50F: 3 clusters Score -1044451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 278668 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Entering Unmasked Estep 
Score: -134097896.000000 Penalty: 78862.398438
Splitting cluster 6 changes total score from -134095608.000000 to -134097896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (134037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Entering Unmasked Estep 
Score: -18298660.000000 Penalty: 2927.855957
	Iteration 0F: 2 clusters Score -1.829866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -18209732.000000 Penalty: 5855.711914
	Iteration 0F: 3 clusters Score -1.820973e+07 nChanged 63896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -18246770.000000 Penalty: 5855.711914
	Iteration 1F: 3 clusters Score -1.824677e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -18247660.000000 Penalty: 5855.711914
	Iteration 2Q: 3 clusters Score -1.824766e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -18248984.000000 Penalty: 5855.711914
	Iteration 3Q: 3 clusters Score -1.824898e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -18251068.000000 Penalty: 5855.711914
	Iteration 4Q: 3 clusters Score -1.825107e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -18254602.000000 Penalty: 5855.711914
	Iteration 5F: 3 clusters Score -1.82546e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -18260596.000000 Penalty: 5855.711914
	Iteration 6F: 3 clusters Score -1.82606e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -18270000.000000 Penalty: 5855.711914
	Iteration 7F: 3 clusters Score -1.827e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -18280770.000000 Penalty: 5855.711914
	Iteration 8F: 3 clusters Score -1.828077e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -18289446.000000 Penalty: 5855.711914
	Iteration 9F: 3 clusters Score -1.828945e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -18294164.000000 Penalty: 5855.711914
	Iteration 10Q: 3 clusters Score -1.829416e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -18296412.000000 Penalty: 5855.711914
	Iteration 11Q: 3 clusters Score -1.829641e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -18297436.000000 Penalty: 5855.711914
	Iteration 12Q: 3 clusters Score -1.829744e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -18297956.000000 Penalty: 5855.711914
	Iteration 13Q: 3 clusters Score -1.829796e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130433 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -18298204.000000 Penalty: 5855.711914
	Iteration 14Q: 3 clusters Score -1.82982e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130673 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18298310.000000 Penalty: 5855.711914
	Iteration 15Q: 3 clusters Score -1.829831e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -18298418.000000 Penalty: 5855.711914
	Iteration 16Q: 3 clusters Score -1.829842e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -18298412.000000 Penalty: 5855.711914
	Iteration 17Q: 3 clusters Score -1.829841e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130994 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -18298412.000000 Penalty: 5855.711914
	Iteration 18Q: 3 clusters Score -1.829841e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -18298458.000000 Penalty: 5855.711914
	Iteration 19Q: 3 clusters Score -1.829846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18298422.000000 Penalty: 5855.711914
	Iteration 20F: 3 clusters Score -1.829842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -18298430.000000 Penalty: 5855.711914
	Iteration 21Q: 3 clusters Score -1.829843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -18298444.000000 Penalty: 5855.711914
	Iteration 22Q: 3 clusters Score -1.829844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -18298454.000000 Penalty: 5855.711914
	Iteration 23Q: 3 clusters Score -1.829845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -18298462.000000 Penalty: 5855.711914
	Iteration 24Q: 3 clusters Score -1.829846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -18298468.000000 Penalty: 5855.711914
	Iteration 25Q: 3 clusters Score -1.829847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -18298466.000000 Penalty: 5855.711914
	Iteration 26Q: 3 clusters Score -1.829847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -18298462.000000 Penalty: 5855.711914
	Iteration 27Q: 3 clusters Score -1.829846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -18298464.000000 Penalty: 5855.711914
	Iteration 28Q: 3 clusters Score -1.829846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -18298470.000000 Penalty: 5855.711914
	Iteration 29Q: 3 clusters Score -1.829847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131221 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -18298458.000000 Penalty: 5855.711914
	Iteration 30Q: 3 clusters Score -1.829846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -18298460.000000 Penalty: 5855.711914
	Iteration 31Q: 3 clusters Score -1.829846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -18298460.000000 Penalty: 5855.711914
	Iteration 32F: 3 clusters Score -1.829846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (278668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278668 members 
Entering Unmasked Estep 
Score: -38037856.000000 Penalty: 3109.368408
	Iteration 0F: 2 clusters Score -3.803786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139170 members 
Mstep: Class 2 contains 139498 members 
Entering Unmasked Estep 
Score: -37883228.000000 Penalty: 6218.736816
	Iteration 0F: 3 clusters Score -3.788323e+07 nChanged 134658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 141992 members 
Entering Unmasked Estep 
Score: -37963744.000000 Penalty: 6218.736816
	Iteration 1F: 3 clusters Score -3.796374e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -37965956.000000 Penalty: 6218.736816
	Iteration 2Q: 3 clusters Score -3.796596e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -37969440.000000 Penalty: 6218.736816
	Iteration 3Q: 3 clusters Score -3.796944e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 151731 members 
Entering Unmasked Estep 
Score: -37974696.000000 Penalty: 6218.736816
	Iteration 4Q: 3 clusters Score -3.79747e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -37983576.000000 Penalty: 6218.736816
	Iteration 5F: 3 clusters Score -3.798358e+07 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -37997288.000000 Penalty: 6218.736816
	Iteration 6F: 3 clusters Score -3.799729e+07 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 181418 members 
Entering Unmasked Estep 
Score: -38013440.000000 Penalty: 6218.736816
	Iteration 7F: 3 clusters Score -3.801344e+07 nChanged 19250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 192742 members 
Entering Unmasked Estep 
Score: -38026724.000000 Penalty: 6218.736816
	Iteration 8F: 3 clusters Score -3.802672e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 201968 members 
Entering Unmasked Estep 
Score: -38033068.000000 Penalty: 6218.736816
	Iteration 9F: 3 clusters Score -3.803307e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 209331 members 
Entering Unmasked Estep 
Score: -38035720.000000 Penalty: 6218.736816
	Iteration 10Q: 3 clusters Score -3.803572e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 215170 members 
Entering Unmasked Estep 
Score: -38036756.000000 Penalty: 6218.736816
	Iteration 11Q: 3 clusters Score -3.803676e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 219879 members 
Entering Unmasked Estep 
Score: -38037304.000000 Penalty: 6218.736816
	Iteration 12Q: 3 clusters Score -3.80373e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 223703 members 
Entering Unmasked Estep 
Score: -38037448.000000 Penalty: 6218.736816
	Iteration 13Q: 3 clusters Score -3.803745e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 227014 members 
Entering Unmasked Estep 
Score: -38037360.000000 Penalty: 6218.736816
	Iteration 14Q: 3 clusters Score -3.803736e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 229935 members 
Entering Unmasked Estep 
Score: -38037516.000000 Penalty: 6218.736816
	Iteration 15Q: 3 clusters Score -3.803752e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -38037784.000000 Penalty: 6218.736816
	Iteration 16Q: 3 clusters Score -3.803778e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 234925 members 
Entering Unmasked Estep 
Score: -38037704.000000 Penalty: 6218.736816
	Iteration 17Q: 3 clusters Score -3.80377e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 237084 members 
Entering Unmasked Estep 
Score: -38037856.000000 Penalty: 6218.736816
	Iteration 18Q: 3 clusters Score -3.803786e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 239097 members 
Entering Unmasked Estep 
Score: -38039420.000000 Penalty: 6218.736816
	Iteration 19Q: 3 clusters Score -3.803942e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 241215 members 
Entering Unmasked Estep 
Score: -38040848.000000 Penalty: 6218.736816
	Iteration 20F: 3 clusters Score -3.804085e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 243371 members 
Entering Unmasked Estep 
Score: -38042224.000000 Penalty: 6218.736816
	Iteration 21Q: 3 clusters Score -3.804222e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 245512 members 
Entering Unmasked Estep 
Score: -38043320.000000 Penalty: 6218.736816
	Iteration 22Q: 3 clusters Score -3.804332e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 247552 members 
Entering Unmasked Estep 
Score: -38044224.000000 Penalty: 6218.736816
	Iteration 23Q: 3 clusters Score -3.804422e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 249535 members 
Entering Unmasked Estep 
Score: -38045136.000000 Penalty: 6218.736816
	Iteration 24Q: 3 clusters Score -3.804514e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 251407 members 
Entering Unmasked Estep 
Score: -38045620.000000 Penalty: 6218.736816
	Iteration 25Q: 3 clusters Score -3.804562e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 253174 members 
Entering Unmasked Estep 
Score: -38046064.000000 Penalty: 6218.736816
	Iteration 26Q: 3 clusters Score -3.804606e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 254851 members 
Entering Unmasked Estep 
Score: -38046352.000000 Penalty: 6218.736816
	Iteration 27Q: 3 clusters Score -3.804635e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 256376 members 
Entering Unmasked Estep 
Score: -38046552.000000 Penalty: 6218.736816
	Iteration 28Q: 3 clusters Score -3.804655e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 257737 members 
Entering Unmasked Estep 
Score: -38046560.000000 Penalty: 6218.736816
	Iteration 29Q: 3 clusters Score -3.804656e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 259010 members 
Entering Unmasked Estep 
Score: -38046744.000000 Penalty: 6218.736816
	Iteration 30Q: 3 clusters Score -3.804674e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 260084 members 
Entering Unmasked Estep 
Score: -38046844.000000 Penalty: 6218.736816
	Iteration 31Q: 3 clusters Score -3.804684e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 261052 members 
Entering Unmasked Estep 
Score: -38046992.000000 Penalty: 6218.736816
	Iteration 32Q: 3 clusters Score -3.804699e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 261929 members 
Entering Unmasked Estep 
Score: -38046968.000000 Penalty: 6218.736816
	Iteration 33Q: 3 clusters Score -3.804697e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 262660 members 
Entering Unmasked Estep 
Score: -38046916.000000 Penalty: 6218.736816
	Iteration 34Q: 3 clusters Score -3.804692e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 263251 members 
Entering Unmasked Estep 
Score: -38046780.000000 Penalty: 6218.736816
	Iteration 35Q: 3 clusters Score -3.804678e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 263776 members 
Entering Unmasked Estep 
Score: -38046684.000000 Penalty: 6218.736816
	Iteration 36Q: 3 clusters Score -3.804668e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 264272 members 
Entering Unmasked Estep 
Score: -38046628.000000 Penalty: 6218.736816
	Iteration 37Q: 3 clusters Score -3.804663e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 264690 members 
Entering Unmasked Estep 
Score: -38046584.000000 Penalty: 6218.736816
	Iteration 38Q: 3 clusters Score -3.804658e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 265032 members 
Entering Unmasked Estep 
Score: -38046608.000000 Penalty: 6218.736816
	Iteration 39Q: 3 clusters Score -3.804661e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 265304 members 
Entering Unmasked Estep 
Score: -38046548.000000 Penalty: 6218.736816
	Iteration 40F: 3 clusters Score -3.804655e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 265557 members 
Entering Unmasked Estep 
Score: -38046544.000000 Penalty: 6218.736816
	Iteration 41Q: 3 clusters Score -3.804654e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 265821 members 
Entering Unmasked Estep 
Score: -38046440.000000 Penalty: 6218.736816
	Iteration 42Q: 3 clusters Score -3.804644e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 266085 members 
Entering Unmasked Estep 
Score: -38046456.000000 Penalty: 6218.736816
	Iteration 43Q: 3 clusters Score -3.804646e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 266355 members 
Entering Unmasked Estep 
Score: -38046412.000000 Penalty: 6218.736816
	Iteration 44Q: 3 clusters Score -3.804641e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 266599 members 
Entering Unmasked Estep 
Score: -38046428.000000 Penalty: 6218.736816
	Iteration 45Q: 3 clusters Score -3.804643e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 266807 members 
Entering Unmasked Estep 
Score: -38046552.000000 Penalty: 6218.736816
	Iteration 46Q: 3 clusters Score -3.804655e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 266973 members 
Entering Unmasked Estep 
Score: -38046592.000000 Penalty: 6218.736816
	Iteration 47Q: 3 clusters Score -3.804659e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 267121 members 
Entering Unmasked Estep 
Score: -38046600.000000 Penalty: 6218.736816
	Iteration 48Q: 3 clusters Score -3.80466e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 267270 members 
Entering Unmasked Estep 
Score: -38046564.000000 Penalty: 6218.736816
	Iteration 49Q: 3 clusters Score -3.804656e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 267408 members 
Entering Unmasked Estep 
Score: -38046632.000000 Penalty: 6218.736816
	Iteration 50Q: 3 clusters Score -3.804663e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 267545 members 
Entering Unmasked Estep 
Score: -38046708.000000 Penalty: 6218.736816
	Iteration 51Q: 3 clusters Score -3.804671e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 267673 members 
Entering Unmasked Estep 
Score: -38046744.000000 Penalty: 6218.736816
	Iteration 52Q: 3 clusters Score -3.804674e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 267787 members 
Entering Unmasked Estep 
Score: -38046700.000000 Penalty: 6218.736816
	Iteration 53Q: 3 clusters Score -3.80467e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 267880 members 
Entering Unmasked Estep 
Score: -38046692.000000 Penalty: 6218.736816
	Iteration 54Q: 3 clusters Score -3.804669e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 267966 members 
Entering Unmasked Estep 
Score: -38046744.000000 Penalty: 6218.736816
	Iteration 55Q: 3 clusters Score -3.804674e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 268033 members 
Entering Unmasked Estep 
Score: -38046732.000000 Penalty: 6218.736816
	Iteration 56Q: 3 clusters Score -3.804673e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 268089 members 
Entering Unmasked Estep 
Score: -38046712.000000 Penalty: 6218.736816
	Iteration 57Q: 3 clusters Score -3.804671e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 268126 members 
Entering Unmasked Estep 
Score: -38046720.000000 Penalty: 6218.736816
	Iteration 58Q: 3 clusters Score -3.804672e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 268152 members 
Entering Unmasked Estep 
Score: -38046728.000000 Penalty: 6218.736816
	Iteration 59Q: 3 clusters Score -3.804673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 268174 members 
Entering Unmasked Estep 
Score: -38046728.000000 Penalty: 6218.736816
	Iteration 60F: 3 clusters Score -3.804673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 268197 members 
Entering Unmasked Estep 
Score: -38046732.000000 Penalty: 6218.736816
	Iteration 61Q: 3 clusters Score -3.804673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 268219 members 
Entering Unmasked Estep 
Score: -38046708.000000 Penalty: 6218.736816
	Iteration 62Q: 3 clusters Score -3.804671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 268232 members 
Entering Unmasked Estep 
Score: -38046700.000000 Penalty: 6218.736816
	Iteration 63Q: 3 clusters Score -3.80467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 268239 members 
Entering Unmasked Estep 
Score: -38046696.000000 Penalty: 6218.736816
	Iteration 64Q: 3 clusters Score -3.80467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 268240 members 
Entering Unmasked Estep 
Score: -38046704.000000 Penalty: 6218.736816
	Iteration 65Q: 3 clusters Score -3.80467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 268240 members 
Entering Unmasked Estep 
Score: -38046712.000000 Penalty: 6218.736816
	Iteration 66Q: 3 clusters Score -3.804671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 268242 members 
Entering Unmasked Estep 
Score: -38046700.000000 Penalty: 6218.736816
	Iteration 67Q: 3 clusters Score -3.80467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 268243 members 
Entering Unmasked Estep 
Score: -38046716.000000 Penalty: 6218.736816
	Iteration 68Q: 3 clusters Score -3.804672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 268243 members 
Entering Unmasked Estep 
Score: -38046716.000000 Penalty: 6218.736816
	Iteration 69F: 3 clusters Score -3.804672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268243 members 
Entering Unmasked Estep 
Score: -134104816.000000 Penalty: 82291.203125
Splitting cluster 8 changes total score from -134095608.000000 to -134104816.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (74606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Entering Unmasked Estep 
Score: -9973200.000000 Penalty: 2782.554199
	Iteration 0F: 2 clusters Score -9973200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -9922911.000000 Penalty: 5565.108398
	Iteration 0F: 3 clusters Score -9922911 nChanged 35013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -9942572.000000 Penalty: 5565.108398
	Iteration 1F: 3 clusters Score -9942572 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9943153.000000 Penalty: 5565.108398
	Iteration 2Q: 3 clusters Score -9943153 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -9943838.000000 Penalty: 5565.108398
	Iteration 3Q: 3 clusters Score -9943838 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -9944572.000000 Penalty: 5565.108398
	Iteration 4Q: 3 clusters Score -9944572 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -9945724.000000 Penalty: 5565.108398
	Iteration 5Q: 3 clusters Score -9945724 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -9947112.000000 Penalty: 5565.108398
	Iteration 6Q: 3 clusters Score -9947112 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -9949018.000000 Penalty: 5565.108398
	Iteration 7F: 3 clusters Score -9949018 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9951730.000000 Penalty: 5565.108398
	Iteration 8F: 3 clusters Score -9951730 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -9955087.000000 Penalty: 5565.108398
	Iteration 9F: 3 clusters Score -9955087 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -9958796.000000 Penalty: 5565.108398
	Iteration 10F: 3 clusters Score -9958796 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -9962274.000000 Penalty: 5565.108398
	Iteration 11F: 3 clusters Score -9962274 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -9965062.000000 Penalty: 5565.108398
	Iteration 12Q: 3 clusters Score -9965062 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -9966939.000000 Penalty: 5565.108398
	Iteration 13Q: 3 clusters Score -9966939 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -9968067.000000 Penalty: 5565.108398
	Iteration 14Q: 3 clusters Score -9968067 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9968927.000000 Penalty: 5565.108398
	Iteration 15Q: 3 clusters Score -9968927 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -9969489.000000 Penalty: 5565.108398
	Iteration 16Q: 3 clusters Score -9969489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -9969982.000000 Penalty: 5565.108398
	Iteration 17Q: 3 clusters Score -9969982 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -9970383.000000 Penalty: 5565.108398
	Iteration 18Q: 3 clusters Score -9970383 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -9970714.000000 Penalty: 5565.108398
	Iteration 19Q: 3 clusters Score -9970714 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -9970965.000000 Penalty: 5565.108398
	Iteration 20F: 3 clusters Score -9970965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -9971135.000000 Penalty: 5565.108398
	Iteration 21Q: 3 clusters Score -9971135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9971226.000000 Penalty: 5565.108398
	Iteration 22Q: 3 clusters Score -9971226 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -9971283.000000 Penalty: 5565.108398
	Iteration 23Q: 3 clusters Score -9971283 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -9971331.000000 Penalty: 5565.108398
	Iteration 24Q: 3 clusters Score -9971331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -9971339.000000 Penalty: 5565.108398
	Iteration 25Q: 3 clusters Score -9971339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -9971347.000000 Penalty: 5565.108398
	Iteration 26Q: 3 clusters Score -9971347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -9971359.000000 Penalty: 5565.108398
	Iteration 27Q: 3 clusters Score -9971359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9971353.000000 Penalty: 5565.108398
	Iteration 28Q: 3 clusters Score -9971353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -9971357.000000 Penalty: 5565.108398
	Iteration 29Q: 3 clusters Score -9971357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -9971350.000000 Penalty: 5565.108398
	Iteration 30Q: 3 clusters Score -9971350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -9971366.000000 Penalty: 5565.108398
	Iteration 31Q: 3 clusters Score -9971366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -9971384.000000 Penalty: 5565.108398
	Iteration 32Q: 3 clusters Score -9971384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9971373.000000 Penalty: 5565.108398
	Iteration 33Q: 3 clusters Score -9971373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9971373.000000 Penalty: 5565.108398
	Iteration 34Q: 3 clusters Score -9971373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -9971375.000000 Penalty: 5565.108398
	Iteration 35Q: 3 clusters Score -9971375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -9971373.000000 Penalty: 5565.108398
	Iteration 36Q: 3 clusters Score -9971373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -9971371.000000 Penalty: 5565.108398
	Iteration 37Q: 3 clusters Score -9971371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -9971377.000000 Penalty: 5565.108398
	Iteration 38Q: 3 clusters Score -9971377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -9971382.000000 Penalty: 5565.108398
	Iteration 39Q: 3 clusters Score -9971382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -9971377.000000 Penalty: 5565.108398
	Iteration 40F: 3 clusters Score -9971377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -9971376.000000 Penalty: 5565.108398
	Iteration 41Q: 3 clusters Score -9971376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9971372.000000 Penalty: 5565.108398
	Iteration 42Q: 3 clusters Score -9971372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -9971370.000000 Penalty: 5565.108398
	Iteration 43Q: 3 clusters Score -9971370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -9971374.000000 Penalty: 5565.108398
	Iteration 44Q: 3 clusters Score -9971374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -9971387.000000 Penalty: 5565.108398
	Iteration 45Q: 3 clusters Score -9971387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -9971382.000000 Penalty: 5565.108398
	Iteration 46Q: 3 clusters Score -9971382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -9971379.000000 Penalty: 5565.108398
	Iteration 47Q: 3 clusters Score -9971379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -9971374.000000 Penalty: 5565.108398
	Iteration 48Q: 3 clusters Score -9971374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -9971370.000000 Penalty: 5565.108398
	Iteration 49Q: 3 clusters Score -9971370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -9971389.000000 Penalty: 5565.108398
	Iteration 50Q: 3 clusters Score -9971389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -9971388.000000 Penalty: 5565.108398
	Iteration 51Q: 3 clusters Score -9971388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -9971372.000000 Penalty: 5565.108398
	Iteration 52Q: 3 clusters Score -9971372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -9971377.000000 Penalty: 5565.108398
	Iteration 53Q: 3 clusters Score -9971377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -9971380.000000 Penalty: 5565.108398
	Iteration 54Q: 3 clusters Score -9971380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9971376.000000 Penalty: 5565.108398
	Iteration 55Q: 3 clusters Score -9971376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -9971371.000000 Penalty: 5565.108398
	Iteration 56Q: 3 clusters Score -9971371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -9971379.000000 Penalty: 5565.108398
	Iteration 57Q: 3 clusters Score -9971379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9971372.000000 Penalty: 5565.108398
	Iteration 58Q: 3 clusters Score -9971372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -9971366.000000 Penalty: 5565.108398
	Iteration 59Q: 3 clusters Score -9971366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -9971367.000000 Penalty: 5565.108398
	Iteration 60F: 3 clusters Score -9971367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -9971370.000000 Penalty: 5565.108398
	Iteration 61Q: 3 clusters Score -9971370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -9971365.000000 Penalty: 5565.108398
	Iteration 62Q: 3 clusters Score -9971365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -9971361.000000 Penalty: 5565.108398
	Iteration 63Q: 3 clusters Score -9971361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -9971372.000000 Penalty: 5565.108398
	Iteration 64Q: 3 clusters Score -9971372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -9971370.000000 Penalty: 5565.108398
	Iteration 65Q: 3 clusters Score -9971370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -9971368.000000 Penalty: 5565.108398
	Iteration 66Q: 3 clusters Score -9971368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -9971369.000000 Penalty: 5565.108398
	Iteration 67Q: 3 clusters Score -9971369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -9971368.000000 Penalty: 5565.108398
	Iteration 68Q: 3 clusters Score -9971368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -9971368.000000 Penalty: 5565.108398
	Iteration 69F: 3 clusters Score -9971368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -180993.906250 Penalty: 1810.684692
	Iteration 0F: 2 clusters Score -180993.9 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 746 members 
Entering Unmasked Estep 
Score: -178844.765625 Penalty: 3621.369385
	Iteration 0F: 3 clusters Score -178844.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -179600.359375 Penalty: 3621.369385
	Iteration 1F: 3 clusters Score -179600.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -180619.531250 Penalty: 3621.369385
	Iteration 2F: 3 clusters Score -180619.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -181468.421875 Penalty: 3621.369385
	Iteration 3F: 3 clusters Score -181468.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181947.921875 Penalty: 3621.369385
	Iteration 4F: 3 clusters Score -181947.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182168.390625 Penalty: 3621.369385
	Iteration 5Q: 3 clusters Score -182168.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182340.687500 Penalty: 3621.369385
	Iteration 6Q: 3 clusters Score -182340.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -182442.687500 Penalty: 3621.369385
	Iteration 7Q: 3 clusters Score -182442.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182576.968750 Penalty: 3621.369385
	Iteration 8Q: 3 clusters Score -182577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -182739.015625 Penalty: 3621.369385
	Iteration 9Q: 3 clusters Score -182739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182926.531250 Penalty: 3621.369385
	Iteration 10Q: 3 clusters Score -182926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -182940.640625 Penalty: 3621.369385
	Iteration 11Q: 3 clusters Score -182940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182943.250000 Penalty: 3621.369385
	Iteration 12Q: 3 clusters Score -182943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182944.984375 Penalty: 3621.369385
	Iteration 13Q: 3 clusters Score -182945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -182947.156250 Penalty: 3621.369385
	Iteration 14Q: 3 clusters Score -182947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -182948.859375 Penalty: 3621.369385
	Iteration 15Q: 3 clusters Score -182948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -182948.859375 Penalty: 3621.369385
	Iteration 16F: 3 clusters Score -182948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268243 members 
Mstep: Class 25 contains 575 members 
Entering Unmasked Estep 
Score: -134105208.000000 Penalty: 85720.000000
Splitting cluster 10 changes total score from -134095608.000000 to -134105208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -752857.375000 Penalty: 2151.073730
	Iteration 0F: 2 clusters Score -752857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -747748.500000 Penalty: 4302.147461
	Iteration 0F: 3 clusters Score -747748.5 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -749040.187500 Penalty: 4302.147461
	Iteration 1F: 3 clusters Score -749040.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -749307.375000 Penalty: 4302.147461
	Iteration 2F: 3 clusters Score -749307.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -749491.125000 Penalty: 4302.147461
	Iteration 3F: 3 clusters Score -749491.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -749625.125000 Penalty: 4302.147461
	Iteration 4Q: 3 clusters Score -749625.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -749759.687500 Penalty: 4302.147461
	Iteration 5Q: 3 clusters Score -749759.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -749888.312500 Penalty: 4302.147461
	Iteration 6Q: 3 clusters Score -749888.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -750033.500000 Penalty: 4302.147461
	Iteration 7Q: 3 clusters Score -750033.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -750216.312500 Penalty: 4302.147461
	Iteration 8Q: 3 clusters Score -750216.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -750393.250000 Penalty: 4302.147461
	Iteration 9Q: 3 clusters Score -750393.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -750543.937500 Penalty: 4302.147461
	Iteration 10Q: 3 clusters Score -750543.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -750669.500000 Penalty: 4302.147461
	Iteration 11Q: 3 clusters Score -750669.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -750787.687500 Penalty: 4302.147461
	Iteration 12Q: 3 clusters Score -750787.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -750911.875000 Penalty: 4302.147461
	Iteration 13Q: 3 clusters Score -750911.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -751013.312500 Penalty: 4302.147461
	Iteration 14Q: 3 clusters Score -751013.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -751104.125000 Penalty: 4302.147461
	Iteration 15Q: 3 clusters Score -751104.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -751185.875000 Penalty: 4302.147461
	Iteration 16Q: 3 clusters Score -751185.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -751239.625000 Penalty: 4302.147461
	Iteration 17Q: 3 clusters Score -751239.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -751281.500000 Penalty: 4302.147461
	Iteration 18Q: 3 clusters Score -751281.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -751311.625000 Penalty: 4302.147461
	Iteration 19Q: 3 clusters Score -751311.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -751334.312500 Penalty: 4302.147461
	Iteration 20F: 3 clusters Score -751334.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -751357.500000 Penalty: 4302.147461
	Iteration 21Q: 3 clusters Score -751357.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -751371.125000 Penalty: 4302.147461
	Iteration 22Q: 3 clusters Score -751371.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -751383.875000 Penalty: 4302.147461
	Iteration 23Q: 3 clusters Score -751383.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -751395.625000 Penalty: 4302.147461
	Iteration 24Q: 3 clusters Score -751395.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -751414.437500 Penalty: 4302.147461
	Iteration 25Q: 3 clusters Score -751414.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -751431.125000 Penalty: 4302.147461
	Iteration 26Q: 3 clusters Score -751431.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -751448.875000 Penalty: 4302.147461
	Iteration 27Q: 3 clusters Score -751448.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -751469.312500 Penalty: 4302.147461
	Iteration 28Q: 3 clusters Score -751469.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -751483.062500 Penalty: 4302.147461
	Iteration 29Q: 3 clusters Score -751483.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -751504.812500 Penalty: 4302.147461
	Iteration 30Q: 3 clusters Score -751504.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -751525.875000 Penalty: 4302.147461
	Iteration 31Q: 3 clusters Score -751525.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -751542.312500 Penalty: 4302.147461
	Iteration 32Q: 3 clusters Score -751542.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -751558.312500 Penalty: 4302.147461
	Iteration 33Q: 3 clusters Score -751558.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -751569.000000 Penalty: 4302.147461
	Iteration 34Q: 3 clusters Score -751569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -751577.312500 Penalty: 4302.147461
	Iteration 35Q: 3 clusters Score -751577.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -751586.250000 Penalty: 4302.147461
	Iteration 36Q: 3 clusters Score -751586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -751592.500000 Penalty: 4302.147461
	Iteration 37Q: 3 clusters Score -751592.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -751599.687500 Penalty: 4302.147461
	Iteration 38Q: 3 clusters Score -751599.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -751608.437500 Penalty: 4302.147461
	Iteration 39Q: 3 clusters Score -751608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -751612.687500 Penalty: 4302.147461
	Iteration 40F: 3 clusters Score -751612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -751614.687500 Penalty: 4302.147461
	Iteration 41Q: 3 clusters Score -751614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -751617.562500 Penalty: 4302.147461
	Iteration 42Q: 3 clusters Score -751617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -751617.500000 Penalty: 4302.147461
	Iteration 43Q: 3 clusters Score -751617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -751620.312500 Penalty: 4302.147461
	Iteration 44Q: 3 clusters Score -751620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -751619.187500 Penalty: 4302.147461
	Iteration 45Q: 3 clusters Score -751619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -751622.125000 Penalty: 4302.147461
	Iteration 46Q: 3 clusters Score -751622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -751623.562500 Penalty: 4302.147461
	Iteration 47Q: 3 clusters Score -751623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -751626.875000 Penalty: 4302.147461
	Iteration 48Q: 3 clusters Score -751626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -751626.812500 Penalty: 4302.147461
	Iteration 49Q: 3 clusters Score -751626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -751630.687500 Penalty: 4302.147461
	Iteration 50Q: 3 clusters Score -751630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -751632.437500 Penalty: 4302.147461
	Iteration 51Q: 3 clusters Score -751632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -751633.562500 Penalty: 4302.147461
	Iteration 52Q: 3 clusters Score -751633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -751636.437500 Penalty: 4302.147461
	Iteration 53Q: 3 clusters Score -751636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -751638.187500 Penalty: 4302.147461
	Iteration 54Q: 3 clusters Score -751638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -751637.000000 Penalty: 4302.147461
	Iteration 55Q: 3 clusters Score -751637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -751639.125000 Penalty: 4302.147461
	Iteration 56Q: 3 clusters Score -751639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -751639.687500 Penalty: 4302.147461
	Iteration 57Q: 3 clusters Score -751639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -751640.312500 Penalty: 4302.147461
	Iteration 58Q: 3 clusters Score -751640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -751640.875000 Penalty: 4302.147461
	Iteration 59Q: 3 clusters Score -751640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -751640.875000 Penalty: 4302.147461
	Iteration 60F: 3 clusters Score -751640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Entering Unmasked Estep 
Score: -16730795.000000 Penalty: 2908.000488
	Iteration 0F: 2 clusters Score -1.67308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -16648515.000000 Penalty: 5816.000977
	Iteration 0F: 3 clusters Score -1.664852e+07 nChanged 58802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -16682610.000000 Penalty: 5816.000977
	Iteration 1F: 3 clusters Score -1.668261e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -16683867.000000 Penalty: 5816.000977
	Iteration 2Q: 3 clusters Score -1.668387e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -16685973.000000 Penalty: 5816.000977
	Iteration 3Q: 3 clusters Score -1.668597e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -16689369.000000 Penalty: 5816.000977
	Iteration 4F: 3 clusters Score -1.668937e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -16695498.000000 Penalty: 5816.000977
	Iteration 5F: 3 clusters Score -1.66955e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -16704427.000000 Penalty: 5816.000977
	Iteration 6F: 3 clusters Score -1.670443e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -16714200.000000 Penalty: 5816.000977
	Iteration 7F: 3 clusters Score -1.67142e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -16722231.000000 Penalty: 5816.000977
	Iteration 8F: 3 clusters Score -1.672223e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -16727242.000000 Penalty: 5816.000977
	Iteration 9Q: 3 clusters Score -1.672724e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -16729334.000000 Penalty: 5816.000977
	Iteration 10Q: 3 clusters Score -1.672933e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117219 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -16730106.000000 Penalty: 5816.000977
	Iteration 11Q: 3 clusters Score -1.673011e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -16730463.000000 Penalty: 5816.000977
	Iteration 12Q: 3 clusters Score -1.673046e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -16730565.000000 Penalty: 5816.000977
	Iteration 13Q: 3 clusters Score -1.673056e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -16730633.000000 Penalty: 5816.000977
	Iteration 14Q: 3 clusters Score -1.673063e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -16730649.000000 Penalty: 5816.000977
	Iteration 15Q: 3 clusters Score -1.673065e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -16730674.000000 Penalty: 5816.000977
	Iteration 16Q: 3 clusters Score -1.673067e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -16730687.000000 Penalty: 5816.000977
	Iteration 17Q: 3 clusters Score -1.673069e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -16730688.000000 Penalty: 5816.000977
	Iteration 18Q: 3 clusters Score -1.673069e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -16730693.000000 Penalty: 5816.000977
	Iteration 19Q: 3 clusters Score -1.673069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -16730707.000000 Penalty: 5816.000977
	Iteration 20F: 3 clusters Score -1.673071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -16730722.000000 Penalty: 5816.000977
	Iteration 21Q: 3 clusters Score -1.673072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -16730723.000000 Penalty: 5816.000977
	Iteration 22Q: 3 clusters Score -1.673072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118037 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -16730741.000000 Penalty: 5816.000977
	Iteration 23Q: 3 clusters Score -1.673074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -16730750.000000 Penalty: 5816.000977
	Iteration 24Q: 3 clusters Score -1.673075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -16730746.000000 Penalty: 5816.000977
	Iteration 25Q: 3 clusters Score -1.673075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -16730757.000000 Penalty: 5816.000977
	Iteration 26Q: 3 clusters Score -1.673076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -16730758.000000 Penalty: 5816.000977
	Iteration 27Q: 3 clusters Score -1.673076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -16730771.000000 Penalty: 5816.000977
	Iteration 28Q: 3 clusters Score -1.673077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -16730760.000000 Penalty: 5816.000977
	Iteration 29Q: 3 clusters Score -1.673076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -16730763.000000 Penalty: 5816.000977
	Iteration 30Q: 3 clusters Score -1.673076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -16730758.000000 Penalty: 5816.000977
	Iteration 31Q: 3 clusters Score -1.673076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -16730759.000000 Penalty: 5816.000977
	Iteration 32Q: 3 clusters Score -1.673076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -16730759.000000 Penalty: 5816.000977
	Iteration 33Q: 3 clusters Score -1.673076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -16730750.000000 Penalty: 5816.000977
	Iteration 34Q: 3 clusters Score -1.673075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -16730746.000000 Penalty: 5816.000977
	Iteration 35Q: 3 clusters Score -1.673075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -16730740.000000 Penalty: 5816.000977
	Iteration 36Q: 3 clusters Score -1.673074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -16730750.000000 Penalty: 5816.000977
	Iteration 37Q: 3 clusters Score -1.673075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -16730750.000000 Penalty: 5816.000977
	Iteration 38F: 3 clusters Score -1.673075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Entering Unmasked Estep 
Score: -2164867.500000 Penalty: 2418.502197
	Iteration 0F: 2 clusters Score -2164868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2152604.250000 Penalty: 4837.004395
	Iteration 0F: 3 clusters Score -2152604 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2156622.000000 Penalty: 4837.004395
	Iteration 1F: 3 clusters Score -2156622 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2157126.250000 Penalty: 4837.004395
	Iteration 2F: 3 clusters Score -2157126 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2157767.000000 Penalty: 4837.004395
	Iteration 3F: 3 clusters Score -2157767 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2158470.250000 Penalty: 4837.004395
	Iteration 4F: 3 clusters Score -2158470 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2159181.750000 Penalty: 4837.004395
	Iteration 5F: 3 clusters Score -2159182 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2160012.000000 Penalty: 4837.004395
	Iteration 6F: 3 clusters Score -2160012 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2160849.750000 Penalty: 4837.004395
	Iteration 7F: 3 clusters Score -2160850 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2161544.750000 Penalty: 4837.004395
	Iteration 8F: 3 clusters Score -2161545 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2162061.500000 Penalty: 4837.004395
	Iteration 9Q: 3 clusters Score -2162062 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2162440.250000 Penalty: 4837.004395
	Iteration 10Q: 3 clusters Score -2162440 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2162705.000000 Penalty: 4837.004395
	Iteration 11Q: 3 clusters Score -2162705 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2162876.500000 Penalty: 4837.004395
	Iteration 12Q: 3 clusters Score -2162876 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2162997.500000 Penalty: 4837.004395
	Iteration 13Q: 3 clusters Score -2162998 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2163093.750000 Penalty: 4837.004395
	Iteration 14Q: 3 clusters Score -2163094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2163149.000000 Penalty: 4837.004395
	Iteration 15Q: 3 clusters Score -2163149 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2163186.500000 Penalty: 4837.004395
	Iteration 16Q: 3 clusters Score -2163186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2163211.500000 Penalty: 4837.004395
	Iteration 17Q: 3 clusters Score -2163212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2163227.250000 Penalty: 4837.004395
	Iteration 18Q: 3 clusters Score -2163227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2163237.000000 Penalty: 4837.004395
	Iteration 19Q: 3 clusters Score -2163237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2163251.750000 Penalty: 4837.004395
	Iteration 20F: 3 clusters Score -2163252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2163264.500000 Penalty: 4837.004395
	Iteration 21Q: 3 clusters Score -2163264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2163267.500000 Penalty: 4837.004395
	Iteration 22Q: 3 clusters Score -2163268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2163271.500000 Penalty: 4837.004395
	Iteration 23Q: 3 clusters Score -2163272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2163277.500000 Penalty: 4837.004395
	Iteration 24Q: 3 clusters Score -2163278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2163280.750000 Penalty: 4837.004395
	Iteration 25Q: 3 clusters Score -2163281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2163292.000000 Penalty: 4837.004395
	Iteration 26Q: 3 clusters Score -2163292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2163305.750000 Penalty: 4837.004395
	Iteration 27Q: 3 clusters Score -2163306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2163315.000000 Penalty: 4837.004395
	Iteration 28Q: 3 clusters Score -2163315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2163321.250000 Penalty: 4837.004395
	Iteration 29Q: 3 clusters Score -2163321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2163325.250000 Penalty: 4837.004395
	Iteration 30Q: 3 clusters Score -2163325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2163336.500000 Penalty: 4837.004395
	Iteration 31Q: 3 clusters Score -2163336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2163339.000000 Penalty: 4837.004395
	Iteration 32Q: 3 clusters Score -2163339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2163343.000000 Penalty: 4837.004395
	Iteration 33Q: 3 clusters Score -2163343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2163356.250000 Penalty: 4837.004395
	Iteration 34Q: 3 clusters Score -2163356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2163372.500000 Penalty: 4837.004395
	Iteration 35Q: 3 clusters Score -2163372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2163378.000000 Penalty: 4837.004395
	Iteration 36Q: 3 clusters Score -2163378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2163380.750000 Penalty: 4837.004395
	Iteration 37Q: 3 clusters Score -2163381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2163395.000000 Penalty: 4837.004395
	Iteration 38Q: 3 clusters Score -2163395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2163398.000000 Penalty: 4837.004395
	Iteration 39Q: 3 clusters Score -2163398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2163407.500000 Penalty: 4837.004395
	Iteration 40F: 3 clusters Score -2163408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2163410.750000 Penalty: 4837.004395
	Iteration 41Q: 3 clusters Score -2163411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2163420.250000 Penalty: 4837.004395
	Iteration 42Q: 3 clusters Score -2163420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2163425.250000 Penalty: 4837.004395
	Iteration 43Q: 3 clusters Score -2163425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2163432.250000 Penalty: 4837.004395
	Iteration 44Q: 3 clusters Score -2163432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2163426.750000 Penalty: 4837.004395
	Iteration 45Q: 3 clusters Score -2163427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2163427.750000 Penalty: 4837.004395
	Iteration 46Q: 3 clusters Score -2163428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2163433.500000 Penalty: 4837.004395
	Iteration 47Q: 3 clusters Score -2163434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2163431.000000 Penalty: 4837.004395
	Iteration 48Q: 3 clusters Score -2163431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2163434.500000 Penalty: 4837.004395
	Iteration 49Q: 3 clusters Score -2163434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2163440.500000 Penalty: 4837.004395
	Iteration 50Q: 3 clusters Score -2163440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2163446.750000 Penalty: 4837.004395
	Iteration 51Q: 3 clusters Score -2163447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2163444.500000 Penalty: 4837.004395
	Iteration 52Q: 3 clusters Score -2163444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2163441.500000 Penalty: 4837.004395
	Iteration 53Q: 3 clusters Score -2163442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2163444.000000 Penalty: 4837.004395
	Iteration 54Q: 3 clusters Score -2163444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2163447.500000 Penalty: 4837.004395
	Iteration 55Q: 3 clusters Score -2163448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2163446.500000 Penalty: 4837.004395
	Iteration 56Q: 3 clusters Score -2163446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2163447.000000 Penalty: 4837.004395
	Iteration 57Q: 3 clusters Score -2163447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2163446.500000 Penalty: 4837.004395
	Iteration 58Q: 3 clusters Score -2163446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2163454.500000 Penalty: 4837.004395
	Iteration 59Q: 3 clusters Score -2163454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2163455.750000 Penalty: 4837.004395
	Iteration 60F: 3 clusters Score -2163456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2163453.250000 Penalty: 4837.004395
	Iteration 61Q: 3 clusters Score -2163453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2163457.250000 Penalty: 4837.004395
	Iteration 62Q: 3 clusters Score -2163457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2163463.000000 Penalty: 4837.004395
	Iteration 63Q: 3 clusters Score -2163463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2163458.500000 Penalty: 4837.004395
	Iteration 64Q: 3 clusters Score -2163458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2163462.500000 Penalty: 4837.004395
	Iteration 65Q: 3 clusters Score -2163462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2163462.000000 Penalty: 4837.004395
	Iteration 66Q: 3 clusters Score -2163462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2163467.500000 Penalty: 4837.004395
	Iteration 67Q: 3 clusters Score -2163468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2163467.750000 Penalty: 4837.004395
	Iteration 68Q: 3 clusters Score -2163468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2163468.000000 Penalty: 4837.004395
	Iteration 69Q: 3 clusters Score -2163468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2163471.750000 Penalty: 4837.004395
	Iteration 70Q: 3 clusters Score -2163472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2163472.250000 Penalty: 4837.004395
	Iteration 71Q: 3 clusters Score -2163472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2163473.000000 Penalty: 4837.004395
	Iteration 72Q: 3 clusters Score -2163473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2163473.750000 Penalty: 4837.004395
	Iteration 73Q: 3 clusters Score -2163474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2163475.750000 Penalty: 4837.004395
	Iteration 74Q: 3 clusters Score -2163476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2163482.250000 Penalty: 4837.004395
	Iteration 75Q: 3 clusters Score -2163482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2163486.750000 Penalty: 4837.004395
	Iteration 76Q: 3 clusters Score -2163487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2163492.500000 Penalty: 4837.004395
	Iteration 77Q: 3 clusters Score -2163492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2163496.500000 Penalty: 4837.004395
	Iteration 78Q: 3 clusters Score -2163496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2163496.250000 Penalty: 4837.004395
	Iteration 79Q: 3 clusters Score -2163496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2163495.250000 Penalty: 4837.004395
	Iteration 80F: 3 clusters Score -2163495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2163498.250000 Penalty: 4837.004395
	Iteration 81Q: 3 clusters Score -2163498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2163508.750000 Penalty: 4837.004395
	Iteration 82Q: 3 clusters Score -2163509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2163511.750000 Penalty: 4837.004395
	Iteration 83Q: 3 clusters Score -2163512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2163517.250000 Penalty: 4837.004395
	Iteration 84Q: 3 clusters Score -2163517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2163519.500000 Penalty: 4837.004395
	Iteration 85Q: 3 clusters Score -2163520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2163524.250000 Penalty: 4837.004395
	Iteration 86Q: 3 clusters Score -2163524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2163529.750000 Penalty: 4837.004395
	Iteration 87Q: 3 clusters Score -2163530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2163540.750000 Penalty: 4837.004395
	Iteration 88Q: 3 clusters Score -2163541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2163540.000000 Penalty: 4837.004395
	Iteration 89Q: 3 clusters Score -2163540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2163555.250000 Penalty: 4837.004395
	Iteration 90Q: 3 clusters Score -2163555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2163555.000000 Penalty: 4837.004395
	Iteration 91Q: 3 clusters Score -2163555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2163565.250000 Penalty: 4837.004395
	Iteration 92Q: 3 clusters Score -2163565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2163572.750000 Penalty: 4837.004395
	Iteration 93Q: 3 clusters Score -2163573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2163576.750000 Penalty: 4837.004395
	Iteration 94Q: 3 clusters Score -2163577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2163581.250000 Penalty: 4837.004395
	Iteration 95Q: 3 clusters Score -2163581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2163585.750000 Penalty: 4837.004395
	Iteration 96Q: 3 clusters Score -2163586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2163598.000000 Penalty: 4837.004395
	Iteration 97Q: 3 clusters Score -2163598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2163611.500000 Penalty: 4837.004395
	Iteration 98Q: 3 clusters Score -2163612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2163613.250000 Penalty: 4837.004395
	Iteration 99Q: 3 clusters Score -2163613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2163629.500000 Penalty: 4837.004395
	Iteration 100F: 3 clusters Score -2163630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2163633.250000 Penalty: 4837.004395
	Iteration 101Q: 3 clusters Score -2163633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2163636.250000 Penalty: 4837.004395
	Iteration 102Q: 3 clusters Score -2163636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2163641.000000 Penalty: 4837.004395
	Iteration 103Q: 3 clusters Score -2163641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2163644.750000 Penalty: 4837.004395
	Iteration 104Q: 3 clusters Score -2163645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2163651.000000 Penalty: 4837.004395
	Iteration 105Q: 3 clusters Score -2163651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2163655.750000 Penalty: 4837.004395
	Iteration 106Q: 3 clusters Score -2163656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2163661.750000 Penalty: 4837.004395
	Iteration 107Q: 3 clusters Score -2163662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2163660.500000 Penalty: 4837.004395
	Iteration 108Q: 3 clusters Score -2163660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2163658.250000 Penalty: 4837.004395
	Iteration 109Q: 3 clusters Score -2163658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2163660.500000 Penalty: 4837.004395
	Iteration 110Q: 3 clusters Score -2163660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2163659.250000 Penalty: 4837.004395
	Iteration 111Q: 3 clusters Score -2163659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2163661.750000 Penalty: 4837.004395
	Iteration 112Q: 3 clusters Score -2163662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2163662.750000 Penalty: 4837.004395
	Iteration 113Q: 3 clusters Score -2163663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2163664.250000 Penalty: 4837.004395
	Iteration 114Q: 3 clusters Score -2163664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2163665.000000 Penalty: 4837.004395
	Iteration 115Q: 3 clusters Score -2163665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2163668.000000 Penalty: 4837.004395
	Iteration 116Q: 3 clusters Score -2163668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2163667.750000 Penalty: 4837.004395
	Iteration 117Q: 3 clusters Score -2163668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2163670.750000 Penalty: 4837.004395
	Iteration 118Q: 3 clusters Score -2163671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2163673.750000 Penalty: 4837.004395
	Iteration 119Q: 3 clusters Score -2163674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2163674.750000 Penalty: 4837.004395
	Iteration 120F: 3 clusters Score -2163675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2163679.750000 Penalty: 4837.004395
	Iteration 121Q: 3 clusters Score -2163680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2163679.750000 Penalty: 4837.004395
	Iteration 122Q: 3 clusters Score -2163680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2163679.000000 Penalty: 4837.004395
	Iteration 123Q: 3 clusters Score -2163679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2163680.750000 Penalty: 4837.004395
	Iteration 124Q: 3 clusters Score -2163681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2163683.250000 Penalty: 4837.004395
	Iteration 125Q: 3 clusters Score -2163683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2163678.250000 Penalty: 4837.004395
	Iteration 126Q: 3 clusters Score -2163678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2163681.500000 Penalty: 4837.004395
	Iteration 127Q: 3 clusters Score -2163682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2163679.500000 Penalty: 4837.004395
	Iteration 128Q: 3 clusters Score -2163680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2163678.000000 Penalty: 4837.004395
	Iteration 129Q: 3 clusters Score -2163678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2163680.250000 Penalty: 4837.004395
	Iteration 130Q: 3 clusters Score -2163680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2163678.500000 Penalty: 4837.004395
	Iteration 131Q: 3 clusters Score -2163678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2163682.750000 Penalty: 4837.004395
	Iteration 132Q: 3 clusters Score -2163683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2163679.250000 Penalty: 4837.004395
	Iteration 133Q: 3 clusters Score -2163679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2163682.750000 Penalty: 4837.004395
	Iteration 134Q: 3 clusters Score -2163683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2163680.750000 Penalty: 4837.004395
	Iteration 135Q: 3 clusters Score -2163681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2163681.000000 Penalty: 4837.004395
	Iteration 136Q: 3 clusters Score -2163681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2163678.750000 Penalty: 4837.004395
	Iteration 137Q: 3 clusters Score -2163679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2163680.500000 Penalty: 4837.004395
	Iteration 138Q: 3 clusters Score -2163680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2163683.000000 Penalty: 4837.004395
	Iteration 139Q: 3 clusters Score -2163683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2163683.750000 Penalty: 4837.004395
	Iteration 140F: 3 clusters Score -2163684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2163683.750000 Penalty: 4837.004395
	Iteration 141Q: 3 clusters Score -2163684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2163688.250000 Penalty: 4837.004395
	Iteration 142Q: 3 clusters Score -2163688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2163688.250000 Penalty: 4837.004395
	Iteration 143Q: 3 clusters Score -2163688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2163684.250000 Penalty: 4837.004395
	Iteration 144Q: 3 clusters Score -2163684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2163687.000000 Penalty: 4837.004395
	Iteration 145Q: 3 clusters Score -2163687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2163685.750000 Penalty: 4837.004395
	Iteration 146Q: 3 clusters Score -2163686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2163685.250000 Penalty: 4837.004395
	Iteration 147Q: 3 clusters Score -2163685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2163688.250000 Penalty: 4837.004395
	Iteration 148Q: 3 clusters Score -2163688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2163688.250000 Penalty: 4837.004395
	Iteration 149F: 3 clusters Score -2163688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Entering Unmasked Estep 
Score: -8289609.000000 Penalty: 2748.088867
	Iteration 0F: 2 clusters Score -8289609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8246001.500000 Penalty: 5496.177734
	Iteration 0F: 3 clusters Score -8246002 nChanged 30242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -8263684.500000 Penalty: 5496.177734
	Iteration 1F: 3 clusters Score -8263684 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8264732.500000 Penalty: 5496.177734
	Iteration 2Q: 3 clusters Score -8264732 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -8265892.000000 Penalty: 5496.177734
	Iteration 3Q: 3 clusters Score -8265892 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -8267215.000000 Penalty: 5496.177734
	Iteration 4Q: 3 clusters Score -8267215 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -8268627.500000 Penalty: 5496.177734
	Iteration 5Q: 3 clusters Score -8268628 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -8270214.000000 Penalty: 5496.177734
	Iteration 6Q: 3 clusters Score -8270214 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -8271912.500000 Penalty: 5496.177734
	Iteration 7F: 3 clusters Score -8271912 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -8273898.000000 Penalty: 5496.177734
	Iteration 8F: 3 clusters Score -8273898 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8275976.000000 Penalty: 5496.177734
	Iteration 9F: 3 clusters Score -8275976 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -8277475.000000 Penalty: 5496.177734
	Iteration 10Q: 3 clusters Score -8277475 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -8278650.500000 Penalty: 5496.177734
	Iteration 11Q: 3 clusters Score -8278650 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -8279549.000000 Penalty: 5496.177734
	Iteration 12Q: 3 clusters Score -8279549 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8280056.500000 Penalty: 5496.177734
	Iteration 13Q: 3 clusters Score -8280056 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8280386.500000 Penalty: 5496.177734
	Iteration 14Q: 3 clusters Score -8280386 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -8280609.000000 Penalty: 5496.177734
	Iteration 15Q: 3 clusters Score -8280609 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -8280822.500000 Penalty: 5496.177734
	Iteration 16Q: 3 clusters Score -8280822 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -8280991.000000 Penalty: 5496.177734
	Iteration 17Q: 3 clusters Score -8280991 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -8281057.500000 Penalty: 5496.177734
	Iteration 18Q: 3 clusters Score -8281058 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -8281138.500000 Penalty: 5496.177734
	Iteration 19Q: 3 clusters Score -8281138 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8281219.500000 Penalty: 5496.177734
	Iteration 20F: 3 clusters Score -8281220 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -8281309.500000 Penalty: 5496.177734
	Iteration 21Q: 3 clusters Score -8281310 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -8281405.000000 Penalty: 5496.177734
	Iteration 22Q: 3 clusters Score -8281405 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8281496.000000 Penalty: 5496.177734
	Iteration 23Q: 3 clusters Score -8281496 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -8281557.500000 Penalty: 5496.177734
	Iteration 24Q: 3 clusters Score -8281558 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -8281581.500000 Penalty: 5496.177734
	Iteration 25Q: 3 clusters Score -8281582 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -8281598.000000 Penalty: 5496.177734
	Iteration 26Q: 3 clusters Score -8281598 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -8281627.000000 Penalty: 5496.177734
	Iteration 27Q: 3 clusters Score -8281627 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -8281670.000000 Penalty: 5496.177734
	Iteration 28Q: 3 clusters Score -8281670 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -8281710.500000 Penalty: 5496.177734
	Iteration 29Q: 3 clusters Score -8281710 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -8281733.000000 Penalty: 5496.177734
	Iteration 30Q: 3 clusters Score -8281733 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -8281804.500000 Penalty: 5496.177734
	Iteration 31Q: 3 clusters Score -8281804 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8281850.000000 Penalty: 5496.177734
	Iteration 32Q: 3 clusters Score -8281850 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -8281862.500000 Penalty: 5496.177734
	Iteration 33Q: 3 clusters Score -8281862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -8281892.500000 Penalty: 5496.177734
	Iteration 34Q: 3 clusters Score -8281892 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8281940.000000 Penalty: 5496.177734
	Iteration 35Q: 3 clusters Score -8281940 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8281981.000000 Penalty: 5496.177734
	Iteration 36Q: 3 clusters Score -8281981 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -8281980.500000 Penalty: 5496.177734
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Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 24256 members 
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Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 23713 members 
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Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 23428 members 
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Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 23129 members 
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Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 22806 members 
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Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 22020 members 
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Mstep: Class 2 contains 21600 members 
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Mstep: Class 2 contains 21200 members 
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Mstep: Class 2 contains 20770 members 
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Mstep: Class 2 contains 20311 members 
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Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19372 members 
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Mstep: Class 2 contains 18831 members 
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Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 17722 members 
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Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 17170 members 
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Mstep: Class 2 contains 16040 members 
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Mstep: Class 2 contains 14933 members 
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Mstep: Class 2 contains 13769 members 
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	Iteration 119Q: 3 clusters Score -8287408 nChanged 13
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	Iteration 121Q: 3 clusters Score -8287410 nChanged 6
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	Iteration 125Q: 3 clusters Score -8287414 nChanged 8
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Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8287423.500000 Penalty: 5496.177734
	Iteration 129Q: 3 clusters Score -8287424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8287417.500000 Penalty: 5496.177734
	Iteration 130Q: 3 clusters Score -8287418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8287424.000000 Penalty: 5496.177734
	Iteration 131Q: 3 clusters Score -8287424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8287419.500000 Penalty: 5496.177734
	Iteration 132Q: 3 clusters Score -8287420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8287423.500000 Penalty: 5496.177734
	Iteration 133Q: 3 clusters Score -8287424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8287423.500000 Penalty: 5496.177734
	Iteration 134Q: 3 clusters Score -8287424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8287417.500000 Penalty: 5496.177734
	Iteration 135Q: 3 clusters Score -8287418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8287418.500000 Penalty: 5496.177734
	Iteration 136Q: 3 clusters Score -8287418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8287412.500000 Penalty: 5496.177734
	Iteration 137Q: 3 clusters Score -8287412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8287417.500000 Penalty: 5496.177734
	Iteration 138Q: 3 clusters Score -8287418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8287416.500000 Penalty: 5496.177734
	Iteration 139Q: 3 clusters Score -8287416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8287416.500000 Penalty: 5496.177734
	Iteration 140F: 3 clusters Score -8287416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (115878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Entering Unmasked Estep 
Score: -15699313.000000 Penalty: 2891.752930
	Iteration 0F: 2 clusters Score -1.569931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -15622264.000000 Penalty: 5783.505859
	Iteration 0F: 3 clusters Score -1.562226e+07 nChanged 54816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -15653699.000000 Penalty: 5783.505859
	Iteration 1F: 3 clusters Score -1.56537e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -15655082.000000 Penalty: 5783.505859
	Iteration 2Q: 3 clusters Score -1.565508e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -15656774.000000 Penalty: 5783.505859
	Iteration 3Q: 3 clusters Score -1.565677e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -15658775.000000 Penalty: 5783.505859
	Iteration 4Q: 3 clusters Score -1.565878e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -15661039.000000 Penalty: 5783.505859
	Iteration 5Q: 3 clusters Score -1.566104e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -15663648.000000 Penalty: 5783.505859
	Iteration 6Q: 3 clusters Score -1.566365e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -15666097.000000 Penalty: 5783.505859
	Iteration 7Q: 3 clusters Score -1.56661e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -15668546.000000 Penalty: 5783.505859
	Iteration 8Q: 3 clusters Score -1.566855e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -15671134.000000 Penalty: 5783.505859
	Iteration 9Q: 3 clusters Score -1.567113e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -15673930.000000 Penalty: 5783.505859
	Iteration 10Q: 3 clusters Score -1.567393e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -15676770.000000 Penalty: 5783.505859
	Iteration 11Q: 3 clusters Score -1.567677e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -15679855.000000 Penalty: 5783.505859
	Iteration 12Q: 3 clusters Score -1.567986e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -15682131.000000 Penalty: 5783.505859
	Iteration 13Q: 3 clusters Score -1.568213e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -15683510.000000 Penalty: 5783.505859
	Iteration 14Q: 3 clusters Score -1.568351e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -15684388.000000 Penalty: 5783.505859
	Iteration 15Q: 3 clusters Score -1.568439e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -15684981.000000 Penalty: 5783.505859
	Iteration 16Q: 3 clusters Score -1.568498e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -15685513.000000 Penalty: 5783.505859
	Iteration 17Q: 3 clusters Score -1.568551e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -15685952.000000 Penalty: 5783.505859
	Iteration 18Q: 3 clusters Score -1.568595e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -15686323.000000 Penalty: 5783.505859
	Iteration 19Q: 3 clusters Score -1.568632e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -15686654.000000 Penalty: 5783.505859
	Iteration 20F: 3 clusters Score -1.568665e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -15687032.000000 Penalty: 5783.505859
	Iteration 21Q: 3 clusters Score -1.568703e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -15687398.000000 Penalty: 5783.505859
	Iteration 22Q: 3 clusters Score -1.56874e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -15687845.000000 Penalty: 5783.505859
	Iteration 23Q: 3 clusters Score -1.568784e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -15688212.000000 Penalty: 5783.505859
	Iteration 24Q: 3 clusters Score -1.568821e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -15688619.000000 Penalty: 5783.505859
	Iteration 25Q: 3 clusters Score -1.568862e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -15688956.000000 Penalty: 5783.505859
	Iteration 26Q: 3 clusters Score -1.568896e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -15689312.000000 Penalty: 5783.505859
	Iteration 27Q: 3 clusters Score -1.568931e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -15689674.000000 Penalty: 5783.505859
	Iteration 28Q: 3 clusters Score -1.568967e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -15690058.000000 Penalty: 5783.505859
	Iteration 29Q: 3 clusters Score -1.569006e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -15690439.000000 Penalty: 5783.505859
	Iteration 30Q: 3 clusters Score -1.569044e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -15690900.000000 Penalty: 5783.505859
	Iteration 31Q: 3 clusters Score -1.56909e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -15691395.000000 Penalty: 5783.505859
	Iteration 32Q: 3 clusters Score -1.56914e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -15691878.000000 Penalty: 5783.505859
	Iteration 33Q: 3 clusters Score -1.569188e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -15692348.000000 Penalty: 5783.505859
	Iteration 34Q: 3 clusters Score -1.569235e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -15692975.000000 Penalty: 5783.505859
	Iteration 35Q: 3 clusters Score -1.569298e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -15693357.000000 Penalty: 5783.505859
	Iteration 36Q: 3 clusters Score -1.569336e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -15693756.000000 Penalty: 5783.505859
	Iteration 37Q: 3 clusters Score -1.569376e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -15694185.000000 Penalty: 5783.505859
	Iteration 38Q: 3 clusters Score -1.569418e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -15694607.000000 Penalty: 5783.505859
	Iteration 39Q: 3 clusters Score -1.569461e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -15694933.000000 Penalty: 5783.505859
	Iteration 40F: 3 clusters Score -1.569493e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -15695218.000000 Penalty: 5783.505859
	Iteration 41Q: 3 clusters Score -1.569522e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -15695484.000000 Penalty: 5783.505859
	Iteration 42Q: 3 clusters Score -1.569548e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -15695706.000000 Penalty: 5783.505859
	Iteration 43Q: 3 clusters Score -1.569571e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -15695906.000000 Penalty: 5783.505859
	Iteration 44Q: 3 clusters Score -1.569591e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15696046.000000 Penalty: 5783.505859
	Iteration 45Q: 3 clusters Score -1.569605e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -15696170.000000 Penalty: 5783.505859
	Iteration 46Q: 3 clusters Score -1.569617e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15696296.000000 Penalty: 5783.505859
	Iteration 47Q: 3 clusters Score -1.56963e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -15696373.000000 Penalty: 5783.505859
	Iteration 48Q: 3 clusters Score -1.569637e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15696449.000000 Penalty: 5783.505859
	Iteration 49Q: 3 clusters Score -1.569645e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15696473.000000 Penalty: 5783.505859
	Iteration 50Q: 3 clusters Score -1.569647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15696502.000000 Penalty: 5783.505859
	Iteration 51Q: 3 clusters Score -1.56965e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15696569.000000 Penalty: 5783.505859
	Iteration 52Q: 3 clusters Score -1.569657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15696612.000000 Penalty: 5783.505859
	Iteration 53Q: 3 clusters Score -1.569661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15696643.000000 Penalty: 5783.505859
	Iteration 54Q: 3 clusters Score -1.569664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15696636.000000 Penalty: 5783.505859
	Iteration 55Q: 3 clusters Score -1.569664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15696642.000000 Penalty: 5783.505859
	Iteration 56Q: 3 clusters Score -1.569664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15696678.000000 Penalty: 5783.505859
	Iteration 57Q: 3 clusters Score -1.569668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15696712.000000 Penalty: 5783.505859
	Iteration 58Q: 3 clusters Score -1.569671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15696718.000000 Penalty: 5783.505859
	Iteration 59Q: 3 clusters Score -1.569672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114828 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15696724.000000 Penalty: 5783.505859
	Iteration 60F: 3 clusters Score -1.569672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15696728.000000 Penalty: 5783.505859
	Iteration 61Q: 3 clusters Score -1.569673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -15696760.000000 Penalty: 5783.505859
	Iteration 62Q: 3 clusters Score -1.569676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15696754.000000 Penalty: 5783.505859
	Iteration 63Q: 3 clusters Score -1.569675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -15696761.000000 Penalty: 5783.505859
	Iteration 64Q: 3 clusters Score -1.569676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15696767.000000 Penalty: 5783.505859
	Iteration 65Q: 3 clusters Score -1.569677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15696784.000000 Penalty: 5783.505859
	Iteration 66Q: 3 clusters Score -1.569678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -15696787.000000 Penalty: 5783.505859
	Iteration 67Q: 3 clusters Score -1.569679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -15696779.000000 Penalty: 5783.505859
	Iteration 68Q: 3 clusters Score -1.569678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15696800.000000 Penalty: 5783.505859
	Iteration 69Q: 3 clusters Score -1.56968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114964 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15696801.000000 Penalty: 5783.505859
	Iteration 70Q: 3 clusters Score -1.56968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15696797.000000 Penalty: 5783.505859
	Iteration 71Q: 3 clusters Score -1.56968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15696799.000000 Penalty: 5783.505859
	Iteration 72Q: 3 clusters Score -1.56968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15696798.000000 Penalty: 5783.505859
	Iteration 73Q: 3 clusters Score -1.56968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15696799.000000 Penalty: 5783.505859
	Iteration 74Q: 3 clusters Score -1.56968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15696812.000000 Penalty: 5783.505859
	Iteration 75Q: 3 clusters Score -1.569681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15696821.000000 Penalty: 5783.505859
	Iteration 76Q: 3 clusters Score -1.569682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15696818.000000 Penalty: 5783.505859
	Iteration 77Q: 3 clusters Score -1.569682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15696811.000000 Penalty: 5783.505859
	Iteration 78Q: 3 clusters Score -1.569681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15696813.000000 Penalty: 5783.505859
	Iteration 79Q: 3 clusters Score -1.569681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15696829.000000 Penalty: 5783.505859
	Iteration 80F: 3 clusters Score -1.569683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15696838.000000 Penalty: 5783.505859
	Iteration 81Q: 3 clusters Score -1.569684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15696841.000000 Penalty: 5783.505859
	Iteration 82Q: 3 clusters Score -1.569684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15696853.000000 Penalty: 5783.505859
	Iteration 83Q: 3 clusters Score -1.569685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15696868.000000 Penalty: 5783.505859
	Iteration 84Q: 3 clusters Score -1.569687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15696869.000000 Penalty: 5783.505859
	Iteration 85Q: 3 clusters Score -1.569687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15696871.000000 Penalty: 5783.505859
	Iteration 86Q: 3 clusters Score -1.569687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15696871.000000 Penalty: 5783.505859
	Iteration 87F: 3 clusters Score -1.569687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1422390.375000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1422390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1414445.125000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1414445 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1416757.750000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1416758 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1417092.875000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1417093 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1417364.000000 Penalty: 4587.543945
	Iteration 3F: 3 clusters Score -1417364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1417659.250000 Penalty: 4587.543945
	Iteration 4Q: 3 clusters Score -1417659 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1417958.125000 Penalty: 4587.543945
	Iteration 5Q: 3 clusters Score -1417958 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1418250.375000 Penalty: 4587.543945
	Iteration 6Q: 3 clusters Score -1418250 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1418552.875000 Penalty: 4587.543945
	Iteration 7Q: 3 clusters Score -1418553 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1418838.500000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1418838 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1419107.875000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1419108 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1419337.375000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1419337 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1419557.125000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1419557 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1419777.750000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1419778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1420003.625000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1420004 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1420197.875000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1420198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1420355.750000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1420356 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1420478.375000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1420478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1420577.000000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1420577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1420638.750000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1420639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1420678.000000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1420678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1420712.000000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1420712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1420738.000000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1420738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1420766.875000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1420767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1420791.750000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1420792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1420824.750000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1420825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1420849.250000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1420849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1420873.750000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1420874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1420900.000000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1420900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1420912.000000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1420912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1420923.500000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1420924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1420931.500000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1420932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1420934.375000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1420934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1420946.125000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1420946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1420953.125000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1420953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1420957.250000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1420957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1420966.125000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1420966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1420971.000000 Penalty: 4587.543945
	Iteration 36Q: 3 clusters Score -1420971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1420970.625000 Penalty: 4587.543945
	Iteration 37Q: 3 clusters Score -1420971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1420972.125000 Penalty: 4587.543945
	Iteration 38Q: 3 clusters Score -1420972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1420973.500000 Penalty: 4587.543945
	Iteration 39Q: 3 clusters Score -1420974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1420974.125000 Penalty: 4587.543945
	Iteration 40F: 3 clusters Score -1420974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1420977.625000 Penalty: 4587.543945
	Iteration 41Q: 3 clusters Score -1420978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1420978.875000 Penalty: 4587.543945
	Iteration 42Q: 3 clusters Score -1420979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1420989.875000 Penalty: 4587.543945
	Iteration 43Q: 3 clusters Score -1420990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1420992.500000 Penalty: 4587.543945
	Iteration 44Q: 3 clusters Score -1420992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1420998.750000 Penalty: 4587.543945
	Iteration 45Q: 3 clusters Score -1420999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1421003.000000 Penalty: 4587.543945
	Iteration 46Q: 3 clusters Score -1421003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1421009.875000 Penalty: 4587.543945
	Iteration 47Q: 3 clusters Score -1421010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1421013.125000 Penalty: 4587.543945
	Iteration 48Q: 3 clusters Score -1421013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1421015.125000 Penalty: 4587.543945
	Iteration 49Q: 3 clusters Score -1421015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1421018.125000 Penalty: 4587.543945
	Iteration 50Q: 3 clusters Score -1421018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1421020.750000 Penalty: 4587.543945
	Iteration 51Q: 3 clusters Score -1421021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1421024.500000 Penalty: 4587.543945
	Iteration 52Q: 3 clusters Score -1421024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1421023.375000 Penalty: 4587.543945
	Iteration 53Q: 3 clusters Score -1421023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1421025.875000 Penalty: 4587.543945
	Iteration 54Q: 3 clusters Score -1421026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1421024.375000 Penalty: 4587.543945
	Iteration 55Q: 3 clusters Score -1421024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1421026.125000 Penalty: 4587.543945
	Iteration 56Q: 3 clusters Score -1421026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1421026.625000 Penalty: 4587.543945
	Iteration 57Q: 3 clusters Score -1421027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1421026.500000 Penalty: 4587.543945
	Iteration 58Q: 3 clusters Score -1421026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1421030.000000 Penalty: 4587.543945
	Iteration 59Q: 3 clusters Score -1421030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1421032.750000 Penalty: 4587.543945
	Iteration 60F: 3 clusters Score -1421033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1421032.375000 Penalty: 4587.543945
	Iteration 61Q: 3 clusters Score -1421032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1421033.375000 Penalty: 4587.543945
	Iteration 62Q: 3 clusters Score -1421033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1421033.375000 Penalty: 4587.543945
	Iteration 63F: 3 clusters Score -1421033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -617005.500000 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -617005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -612681.750000 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -612681.8 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -614189.500000 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -614189.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -614755.250000 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -614755.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -615095.312500 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -615095.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -615393.062500 Penalty: 4194.153809
	Iteration 4F: 3 clusters Score -615393.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -615684.812500 Penalty: 4194.153809
	Iteration 5F: 3 clusters Score -615684.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -615910.125000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -615910.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -616071.750000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -616071.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -616168.000000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -616168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -616231.750000 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -616231.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -616289.187500 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -616289.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -616346.562500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -616346.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -616391.187500 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -616391.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -616429.437500 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -616429.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -616457.375000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -616457.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -616489.000000 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -616489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -616535.875000 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -616535.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -616575.437500 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -616575.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -616618.062500 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -616618.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -616671.437500 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -616671.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -616745.687500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -616745.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -616856.625000 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -616856.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -616925.812500 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -616925.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -616985.937500 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -616985.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -617062.312500 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -617062.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -617172.187500 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -617172.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -617428.062500 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -617428.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -617905.500000 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -617905.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -618372.375000 Penalty: 4194.153809
	Iteration 28Q: 3 clusters Score -618372.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -618740.687500 Penalty: 4194.153809
	Iteration 29Q: 3 clusters Score -618740.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -618867.937500 Penalty: 4194.153809
	Iteration 30Q: 3 clusters Score -618867.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -618896.437500 Penalty: 4194.153809
	Iteration 31Q: 3 clusters Score -618896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -618906.062500 Penalty: 4194.153809
	Iteration 32Q: 3 clusters Score -618906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -618912.437500 Penalty: 4194.153809
	Iteration 33Q: 3 clusters Score -618912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -618918.687500 Penalty: 4194.153809
	Iteration 34Q: 3 clusters Score -618918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -618923.937500 Penalty: 4194.153809
	Iteration 35Q: 3 clusters Score -618923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -618930.500000 Penalty: 4194.153809
	Iteration 36Q: 3 clusters Score -618930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -618938.187500 Penalty: 4194.153809
	Iteration 37Q: 3 clusters Score -618938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -618942.125000 Penalty: 4194.153809
	Iteration 38Q: 3 clusters Score -618942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -618944.187500 Penalty: 4194.153809
	Iteration 39Q: 3 clusters Score -618944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -618948.125000 Penalty: 4194.153809
	Iteration 40F: 3 clusters Score -618948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -618952.750000 Penalty: 4194.153809
	Iteration 41Q: 3 clusters Score -618952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -618956.187500 Penalty: 4194.153809
	Iteration 42Q: 3 clusters Score -618956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -618958.937500 Penalty: 4194.153809
	Iteration 43Q: 3 clusters Score -618958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -618961.937500 Penalty: 4194.153809
	Iteration 44Q: 3 clusters Score -618961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -618963.187500 Penalty: 4194.153809
	Iteration 45Q: 3 clusters Score -618963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -618964.500000 Penalty: 4194.153809
	Iteration 46Q: 3 clusters Score -618964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -618964.625000 Penalty: 4194.153809
	Iteration 47Q: 3 clusters Score -618964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -618965.062500 Penalty: 4194.153809
	Iteration 48Q: 3 clusters Score -618965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -618963.875000 Penalty: 4194.153809
	Iteration 49Q: 3 clusters Score -618963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -618965.687500 Penalty: 4194.153809
	Iteration 50Q: 3 clusters Score -618965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -618967.312500 Penalty: 4194.153809
	Iteration 51Q: 3 clusters Score -618967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -618968.750000 Penalty: 4194.153809
	Iteration 52Q: 3 clusters Score -618968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -618969.562500 Penalty: 4194.153809
	Iteration 53Q: 3 clusters Score -618969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -618971.125000 Penalty: 4194.153809
	Iteration 54Q: 3 clusters Score -618971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -618972.875000 Penalty: 4194.153809
	Iteration 55Q: 3 clusters Score -618972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -618975.062500 Penalty: 4194.153809
	Iteration 56Q: 3 clusters Score -618975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -618975.062500 Penalty: 4194.153809
	Iteration 57F: 3 clusters Score -618975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268243 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3360 members 
Entering Unmasked Estep 
Score: -134105728.000000 Penalty: 89148.804688
Splitting cluster 17 changes total score from -134095608.000000 to -134105728.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -258048.750000 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -258048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -255401.453125 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -255401.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -256294.843750 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -256294.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257154.187500 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -257154.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -257750.390625 Penalty: 3808.220459
	Iteration 3F: 3 clusters Score -257750.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258147.375000 Penalty: 3808.220459
	Iteration 4F: 3 clusters Score -258147.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -258456.734375 Penalty: 3808.220459
	Iteration 5F: 3 clusters Score -258456.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -258781.578125 Penalty: 3808.220459
	Iteration 6Q: 3 clusters Score -258781.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -258983.375000 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -258983.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -259044.375000 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -259044.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -259074.078125 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -259074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -259092.687500 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -259092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -259104.578125 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -259104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259110.953125 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -259111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -259118.984375 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -259119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259133.156250 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -259133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259174.640625 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -259174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259219.390625 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -259219.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -259272.265625 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -259272.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -259367.843750 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -259367.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259458.906250 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -259458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -259479.812500 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -259479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -259485.953125 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -259486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -259487.546875 Penalty: 3808.220459
	Iteration 22Q: 3 clusters Score -259487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -259489.328125 Penalty: 3808.220459
	Iteration 23Q: 3 clusters Score -259489.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -259490.125000 Penalty: 3808.220459
	Iteration 24Q: 3 clusters Score -259490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -259490.781250 Penalty: 3808.220459
	Iteration 25Q: 3 clusters Score -259490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -259491.562500 Penalty: 3808.220459
	Iteration 26Q: 3 clusters Score -259491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -259491.562500 Penalty: 3808.220459
	Iteration 27F: 3 clusters Score -259491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 103135 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268243 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3360 members 
Mstep: Class 27 contains 1399 members 
Entering Unmasked Estep 
Score: -134105752.000000 Penalty: 92577.601562
Splitting cluster 18 changes total score from -134095608.000000 to -134105752.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (103135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Entering Unmasked Estep 
Score: -14052751.000000 Penalty: 2862.860840
	Iteration 0F: 2 clusters Score -1.405275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -13984067.000000 Penalty: 5725.721680
	Iteration 0F: 3 clusters Score -1.398407e+07 nChanged 48793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -14012861.000000 Penalty: 5725.721680
	Iteration 1F: 3 clusters Score -1.401286e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -14015350.000000 Penalty: 5725.721680
	Iteration 2Q: 3 clusters Score -1.401535e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -14019462.000000 Penalty: 5725.721680
	Iteration 3F: 3 clusters Score -1.401946e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -14025242.000000 Penalty: 5725.721680
	Iteration 4F: 3 clusters Score -1.402524e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -14031838.000000 Penalty: 5725.721680
	Iteration 5F: 3 clusters Score -1.403184e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -14037651.000000 Penalty: 5725.721680
	Iteration 6F: 3 clusters Score -1.403765e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -14041427.000000 Penalty: 5725.721680
	Iteration 7F: 3 clusters Score -1.404143e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -14043726.000000 Penalty: 5725.721680
	Iteration 8Q: 3 clusters Score -1.404373e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -14045730.000000 Penalty: 5725.721680
	Iteration 9Q: 3 clusters Score -1.404573e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -14047324.000000 Penalty: 5725.721680
	Iteration 10Q: 3 clusters Score -1.404732e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -14048355.000000 Penalty: 5725.721680
	Iteration 11Q: 3 clusters Score -1.404836e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -14049036.000000 Penalty: 5725.721680
	Iteration 12Q: 3 clusters Score -1.404904e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -14049383.000000 Penalty: 5725.721680
	Iteration 13Q: 3 clusters Score -1.404938e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -14049821.000000 Penalty: 5725.721680
	Iteration 14Q: 3 clusters Score -1.404982e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -14050214.000000 Penalty: 5725.721680
	Iteration 15Q: 3 clusters Score -1.405021e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -14050580.000000 Penalty: 5725.721680
	Iteration 16Q: 3 clusters Score -1.405058e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -14050946.000000 Penalty: 5725.721680
	Iteration 17Q: 3 clusters Score -1.405095e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -14051327.000000 Penalty: 5725.721680
	Iteration 18Q: 3 clusters Score -1.405133e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -14051798.000000 Penalty: 5725.721680
	Iteration 19Q: 3 clusters Score -1.40518e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -14052136.000000 Penalty: 5725.721680
	Iteration 20F: 3 clusters Score -1.405214e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -14052588.000000 Penalty: 5725.721680
	Iteration 21Q: 3 clusters Score -1.405259e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -14053064.000000 Penalty: 5725.721680
	Iteration 22Q: 3 clusters Score -1.405306e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -14053570.000000 Penalty: 5725.721680
	Iteration 23Q: 3 clusters Score -1.405357e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -14054014.000000 Penalty: 5725.721680
	Iteration 24Q: 3 clusters Score -1.405401e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -14054222.000000 Penalty: 5725.721680
	Iteration 25Q: 3 clusters Score -1.405422e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -14054442.000000 Penalty: 5725.721680
	Iteration 26Q: 3 clusters Score -1.405444e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -14054617.000000 Penalty: 5725.721680
	Iteration 27Q: 3 clusters Score -1.405462e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -14054685.000000 Penalty: 5725.721680
	Iteration 28Q: 3 clusters Score -1.405468e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -14054736.000000 Penalty: 5725.721680
	Iteration 29Q: 3 clusters Score -1.405474e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -14054739.000000 Penalty: 5725.721680
	Iteration 30Q: 3 clusters Score -1.405474e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -14054763.000000 Penalty: 5725.721680
	Iteration 31Q: 3 clusters Score -1.405476e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -14054796.000000 Penalty: 5725.721680
	Iteration 32Q: 3 clusters Score -1.40548e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -14054829.000000 Penalty: 5725.721680
	Iteration 33Q: 3 clusters Score -1.405483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -14054834.000000 Penalty: 5725.721680
	Iteration 34Q: 3 clusters Score -1.405483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -14054830.000000 Penalty: 5725.721680
	Iteration 35Q: 3 clusters Score -1.405483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -14054843.000000 Penalty: 5725.721680
	Iteration 36Q: 3 clusters Score -1.405484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -14054851.000000 Penalty: 5725.721680
	Iteration 37Q: 3 clusters Score -1.405485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -14054857.000000 Penalty: 5725.721680
	Iteration 38Q: 3 clusters Score -1.405486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -14054891.000000 Penalty: 5725.721680
	Iteration 39Q: 3 clusters Score -1.405489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -14054906.000000 Penalty: 5725.721680
	Iteration 40F: 3 clusters Score -1.405491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -14054883.000000 Penalty: 5725.721680
	Iteration 41Q: 3 clusters Score -1.405488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -14054872.000000 Penalty: 5725.721680
	Iteration 42Q: 3 clusters Score -1.405487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -14054877.000000 Penalty: 5725.721680
	Iteration 43Q: 3 clusters Score -1.405488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -14054888.000000 Penalty: 5725.721680
	Iteration 44Q: 3 clusters Score -1.405489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -14054892.000000 Penalty: 5725.721680
	Iteration 45Q: 3 clusters Score -1.405489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -14054885.000000 Penalty: 5725.721680
	Iteration 46Q: 3 clusters Score -1.405488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -14054882.000000 Penalty: 5725.721680
	Iteration 47Q: 3 clusters Score -1.405488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -14054900.000000 Penalty: 5725.721680
	Iteration 48Q: 3 clusters Score -1.40549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -14054890.000000 Penalty: 5725.721680
	Iteration 49Q: 3 clusters Score -1.405489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -14054872.000000 Penalty: 5725.721680
	Iteration 50Q: 3 clusters Score -1.405487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14054881.000000 Penalty: 5725.721680
	Iteration 51Q: 3 clusters Score -1.405488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -14054887.000000 Penalty: 5725.721680
	Iteration 52Q: 3 clusters Score -1.405489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -14054889.000000 Penalty: 5725.721680
	Iteration 53Q: 3 clusters Score -1.405489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -14054881.000000 Penalty: 5725.721680
	Iteration 54Q: 3 clusters Score -1.405488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -14054899.000000 Penalty: 5725.721680
	Iteration 55Q: 3 clusters Score -1.40549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -14054889.000000 Penalty: 5725.721680
	Iteration 56Q: 3 clusters Score -1.405489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -14054877.000000 Penalty: 5725.721680
	Iteration 57Q: 3 clusters Score -1.405488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -14054883.000000 Penalty: 5725.721680
	Iteration 58Q: 3 clusters Score -1.405488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -14054896.000000 Penalty: 5725.721680
	Iteration 59Q: 3 clusters Score -1.40549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -14054889.000000 Penalty: 5725.721680
	Iteration 60F: 3 clusters Score -1.405489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -14054893.000000 Penalty: 5725.721680
	Iteration 61Q: 3 clusters Score -1.405489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -14054889.000000 Penalty: 5725.721680
	Iteration 62Q: 3 clusters Score -1.405489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -14054892.000000 Penalty: 5725.721680
	Iteration 63Q: 3 clusters Score -1.405489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -14054891.000000 Penalty: 5725.721680
	Iteration 64Q: 3 clusters Score -1.405489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -14054880.000000 Penalty: 5725.721680
	Iteration 65Q: 3 clusters Score -1.405488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -14054874.000000 Penalty: 5725.721680
	Iteration 66Q: 3 clusters Score -1.405487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -14054874.000000 Penalty: 5725.721680
	Iteration 67F: 3 clusters Score -1.405487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 97957 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268243 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3360 members 
Mstep: Class 27 contains 1399 members 
Mstep: Class 28 contains 5178 members 
Entering Unmasked Estep 
Score: -134107280.000000 Penalty: 96006.398438
Splitting cluster 19 changes total score from -134095608.000000 to -134107280.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 134037 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 123724 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 64926 members 
Mstep: Class 15 contains 115878 members 
Mstep: Class 16 contains 10395 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 97957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134112040.000000 Penalty: 96006.398438
Iteration 39Q: 29 clusters Score -1.34112e+08 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 134846 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 74540 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 123088 members 
Mstep: Class 13 contains 17146 members 
Mstep: Class 14 contains 64618 members 
Mstep: Class 15 contains 116907 members 
Mstep: Class 16 contains 10609 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 97625 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 38654 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 265970 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134119128.000000 Penalty: 96006.398438
Iteration 40F: 29 clusters Score -1.341191e+08 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17371 members 
Mstep: Class 3 contains 2236 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 6946 members 
Mstep: Class 7 contains 135025 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 74475 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 121832 members 
Mstep: Class 13 contains 17050 members 
Mstep: Class 14 contains 63414 members 
Mstep: Class 15 contains 116354 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 96501 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 38770 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 267767 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134121680.000000 Penalty: 96006.398438
Iteration 41Q: 29 clusters Score -1.341217e+08 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17346 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 7 contains 135324 members 
Mstep: Class 8 contains 13558 members 
Mstep: Class 9 contains 74377 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 120687 members 
Mstep: Class 13 contains 17031 members 
Mstep: Class 14 contains 62442 members 
Mstep: Class 15 contains 115979 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 95835 members 
Mstep: Class 20 contains 531 members 
Mstep: Class 21 contains 38874 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 268885 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3649 members 
Mstep: Class 27 contains 1449 members 
Mstep: Class 28 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134123600.000000 Penalty: 96006.398438
Iteration 42Q: 29 clusters Score -1.341236e+08 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17365 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 135582 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 119545 members 
Mstep: Class 13 contains 16999 members 
Mstep: Class 14 contains 61579 members 
Mstep: Class 15 contains 115820 members 
Mstep: Class 16 contains 11859 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 95421 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 38978 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 269689 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3736 members 
Mstep: Class 27 contains 1466 members 
Mstep: Class 28 contains 6032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134124784.000000 Penalty: 96006.398438
Iteration 43Q: 29 clusters Score -1.341248e+08 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17368 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 135865 members 
Mstep: Class 8 contains 15091 members 
Mstep: Class 9 contains 74290 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 118409 members 
Mstep: Class 13 contains 16981 members 
Mstep: Class 14 contains 60836 members 
Mstep: Class 15 contains 115753 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 95074 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 39067 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270326 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3806 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 6183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134125824.000000 Penalty: 96006.398438
Iteration 44Q: 29 clusters Score -1.341258e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 136192 members 
Mstep: Class 8 contains 15800 members 
Mstep: Class 9 contains 74260 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 117372 members 
Mstep: Class 13 contains 16959 members 
Mstep: Class 14 contains 60164 members 
Mstep: Class 15 contains 115707 members 
Mstep: Class 16 contains 12517 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 94816 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 39179 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270703 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134125760.000000 Penalty: 96006.398438
Iteration 45Q: 29 clusters Score -1.341258e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 136523 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 74243 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 116275 members 
Mstep: Class 13 contains 16936 members 
Mstep: Class 14 contains 59651 members 
Mstep: Class 15 contains 115845 members 
Mstep: Class 16 contains 12747 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 94631 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 39260 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270935 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 6394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134126152.000000 Penalty: 96006.398438
Iteration 46Q: 29 clusters Score -1.341262e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17402 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 136925 members 
Mstep: Class 8 contains 16990 members 
Mstep: Class 9 contains 74227 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 115253 members 
Mstep: Class 13 contains 16915 members 
Mstep: Class 14 contains 59250 members 
Mstep: Class 15 contains 116027 members 
Mstep: Class 16 contains 12922 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 94501 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 39348 members 
Mstep: Class 22 contains 609 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 271009 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 3990 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134127008.000000 Penalty: 96006.398438
Iteration 47Q: 29 clusters Score -1.34127e+08 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6923 members 
Mstep: Class 7 contains 137327 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 74220 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 114304 members 
Mstep: Class 13 contains 16906 members 
Mstep: Class 14 contains 58867 members 
Mstep: Class 15 contains 116237 members 
Mstep: Class 16 contains 13039 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 94414 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 39406 members 
Mstep: Class 22 contains 612 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270989 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 6530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134127144.000000 Penalty: 96006.398438
Iteration 48Q: 29 clusters Score -1.341271e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 137698 members 
Mstep: Class 8 contains 17975 members 
Mstep: Class 9 contains 74214 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 113501 members 
Mstep: Class 13 contains 16897 members 
Mstep: Class 14 contains 58498 members 
Mstep: Class 15 contains 116503 members 
Mstep: Class 16 contains 13131 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 94339 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 39451 members 
Mstep: Class 22 contains 615 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270862 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134127528.000000 Penalty: 96006.398438
Iteration 49Q: 29 clusters Score -1.341275e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17422 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 138062 members 
Mstep: Class 8 contains 18374 members 
Mstep: Class 9 contains 74213 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 112775 members 
Mstep: Class 13 contains 16881 members 
Mstep: Class 14 contains 58190 members 
Mstep: Class 15 contains 116770 members 
Mstep: Class 16 contains 13225 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 94272 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39480 members 
Mstep: Class 22 contains 618 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270688 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134127992.000000 Penalty: 96006.398438
Iteration 50Q: 29 clusters Score -1.34128e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 138381 members 
Mstep: Class 8 contains 18748 members 
Mstep: Class 9 contains 74206 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 112134 members 
Mstep: Class 13 contains 16873 members 
Mstep: Class 14 contains 57924 members 
Mstep: Class 15 contains 117041 members 
Mstep: Class 16 contains 13295 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 1331 members 
Mstep: Class 19 contains 94214 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 39503 members 
Mstep: Class 22 contains 616 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270507 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4342 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134128224.000000 Penalty: 96006.398438
Iteration 51Q: 29 clusters Score -1.341282e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17400 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 138698 members 
Mstep: Class 8 contains 19085 members 
Mstep: Class 9 contains 74199 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 111592 members 
Mstep: Class 13 contains 16872 members 
Mstep: Class 14 contains 57660 members 
Mstep: Class 15 contains 117370 members 
Mstep: Class 16 contains 13362 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 94175 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 39500 members 
Mstep: Class 22 contains 615 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 270230 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4426 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 6698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134128712.000000 Penalty: 96006.398438
Iteration 52Q: 29 clusters Score -1.341287e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17369 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 138940 members 
Mstep: Class 8 contains 19390 members 
Mstep: Class 9 contains 74193 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 111161 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 117723 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 94141 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 39479 members 
Mstep: Class 22 contains 617 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 269912 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134128944.000000 Penalty: 96006.398438
Iteration 53Q: 29 clusters Score -1.341289e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17345 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 139186 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 74183 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 12 contains 110761 members 
Mstep: Class 13 contains 16874 members 
Mstep: Class 14 contains 57245 members 
Mstep: Class 15 contains 118124 members 
Mstep: Class 16 contains 13479 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 19 contains 94094 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 39452 members 
Mstep: Class 22 contains 617 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 269495 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134129544.000000 Penalty: 96006.398438
Iteration 54Q: 29 clusters Score -1.341295e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17312 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 139359 members 
Mstep: Class 8 contains 19936 members 
Mstep: Class 9 contains 74180 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 110433 members 
Mstep: Class 13 contains 16872 members 
Mstep: Class 14 contains 57091 members 
Mstep: Class 15 contains 118555 members 
Mstep: Class 16 contains 13517 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 94064 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 39415 members 
Mstep: Class 22 contains 619 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 269090 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130008.000000 Penalty: 96006.398438
Iteration 55Q: 29 clusters Score -1.3413e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17281 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139455 members 
Mstep: Class 8 contains 20173 members 
Mstep: Class 9 contains 74177 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 110114 members 
Mstep: Class 13 contains 16872 members 
Mstep: Class 14 contains 56994 members 
Mstep: Class 15 contains 119011 members 
Mstep: Class 16 contains 13538 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 94033 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 39371 members 
Mstep: Class 22 contains 623 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 268689 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130168.000000 Penalty: 96006.398438
Iteration 56Q: 29 clusters Score -1.341302e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17262 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139534 members 
Mstep: Class 8 contains 20386 members 
Mstep: Class 9 contains 74177 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 109830 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 56917 members 
Mstep: Class 15 contains 119507 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 94016 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39328 members 
Mstep: Class 22 contains 625 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 268247 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131064.000000 Penalty: 96006.398438
Iteration 57Q: 29 clusters Score -1.341311e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17253 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139576 members 
Mstep: Class 8 contains 20583 members 
Mstep: Class 9 contains 74174 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 109582 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 56882 members 
Mstep: Class 15 contains 120039 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 94001 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39289 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 267772 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5205 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131568.000000 Penalty: 96006.398438
Iteration 58Q: 29 clusters Score -1.341316e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17251 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139625 members 
Mstep: Class 8 contains 20747 members 
Mstep: Class 9 contains 74167 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 109340 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 14 contains 56836 members 
Mstep: Class 15 contains 120612 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 1107 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 93975 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 39222 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 267326 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 6773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134132120.000000 Penalty: 96006.398438
Iteration 59Q: 29 clusters Score -1.341321e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17250 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139677 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 109130 members 
Mstep: Class 13 contains 16881 members 
Mstep: Class 14 contains 56821 members 
Mstep: Class 15 contains 121188 members 
Mstep: Class 16 contains 13591 members 
Mstep: Class 17 contains 1094 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 93940 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39158 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 266824 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 6788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134132368.000000 Penalty: 96006.398438
Iteration 60F: 29 clusters Score -1.341324e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17239 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139693 members 
Mstep: Class 8 contains 21069 members 
Mstep: Class 9 contains 74156 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 108977 members 
Mstep: Class 13 contains 16884 members 
Mstep: Class 14 contains 56804 members 
Mstep: Class 15 contains 121761 members 
Mstep: Class 16 contains 13608 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 93906 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39084 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 266305 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5365 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 6795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133128.000000 Penalty: 96006.398438
Iteration 61Q: 29 clusters Score -1.341331e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17232 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 139696 members 
Mstep: Class 8 contains 21213 members 
Mstep: Class 9 contains 74148 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 108811 members 
Mstep: Class 13 contains 16889 members 
Mstep: Class 14 contains 56785 members 
Mstep: Class 15 contains 122356 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 93878 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 39007 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 265791 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5403 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 6807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133632.000000 Penalty: 96006.398438
Iteration 62Q: 29 clusters Score -1.341336e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17239 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139735 members 
Mstep: Class 8 contains 21347 members 
Mstep: Class 9 contains 74145 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 108678 members 
Mstep: Class 13 contains 16890 members 
Mstep: Class 14 contains 56774 members 
Mstep: Class 15 contains 122924 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1407 members 
Mstep: Class 19 contains 93856 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 38934 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 265208 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5436 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 6812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134136.000000 Penalty: 96006.398438
Iteration 63Q: 29 clusters Score -1.341341e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139755 members 
Mstep: Class 8 contains 21462 members 
Mstep: Class 9 contains 74140 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 108549 members 
Mstep: Class 13 contains 16889 members 
Mstep: Class 14 contains 56785 members 
Mstep: Class 15 contains 123502 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1414 members 
Mstep: Class 19 contains 93828 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 38849 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 264607 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5463 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 6824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134520.000000 Penalty: 96006.398438
Iteration 64Q: 29 clusters Score -1.341345e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17291 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139836 members 
Mstep: Class 8 contains 21574 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 108414 members 
Mstep: Class 13 contains 16888 members 
Mstep: Class 14 contains 56801 members 
Mstep: Class 15 contains 124091 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 93809 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 38756 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 263971 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 6840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134600.000000 Penalty: 96006.398438
Iteration 65Q: 29 clusters Score -1.341346e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17308 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139905 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 108279 members 
Mstep: Class 13 contains 16885 members 
Mstep: Class 14 contains 56816 members 
Mstep: Class 15 contains 124723 members 
Mstep: Class 16 contains 13654 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 93796 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 263376 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134712.000000 Penalty: 96006.398438
Iteration 66Q: 29 clusters Score -1.341347e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139935 members 
Mstep: Class 8 contains 21750 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 108178 members 
Mstep: Class 13 contains 16881 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 15 contains 125311 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 93785 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 38545 members 
Mstep: Class 22 contains 672 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 262799 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134960.000000 Penalty: 96006.398438
Iteration 67Q: 29 clusters Score -1.34135e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17344 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 139981 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 108072 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 125840 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 93768 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 38417 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 262241 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135072.000000 Penalty: 96006.398438
Iteration 68Q: 29 clusters Score -1.341351e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17354 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140024 members 
Mstep: Class 8 contains 21965 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 107962 members 
Mstep: Class 13 contains 16874 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 126293 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 93757 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 38295 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 261755 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5548 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135216.000000 Penalty: 96006.398438
Iteration 69Q: 29 clusters Score -1.341352e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17363 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 2498 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140081 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 107874 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 57033 members 
Mstep: Class 15 contains 126690 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 93739 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 38185 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 261280 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5569 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 6888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135208.000000 Penalty: 96006.398438
Iteration 70Q: 29 clusters Score -1.341352e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17372 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140131 members 
Mstep: Class 8 contains 22192 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 107801 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 57095 members 
Mstep: Class 15 contains 127029 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 93735 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 38088 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 260832 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135384.000000 Penalty: 96006.398438
Iteration 71Q: 29 clusters Score -1.341354e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140184 members 
Mstep: Class 8 contains 22260 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 107720 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 57147 members 
Mstep: Class 15 contains 127383 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 93724 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 37976 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 260463 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5597 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135544.000000 Penalty: 96006.398438
Iteration 72Q: 29 clusters Score -1.341355e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17387 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 2498 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140270 members 
Mstep: Class 8 contains 22313 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 107623 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 127723 members 
Mstep: Class 16 contains 13712 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 93720 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 37871 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 260100 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 6923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135864.000000 Penalty: 96006.398438
Iteration 73Q: 29 clusters Score -1.341359e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17395 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140328 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107536 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 57270 members 
Mstep: Class 15 contains 128031 members 
Mstep: Class 16 contains 13718 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 93715 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 37782 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 259757 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5602 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135944.000000 Penalty: 96006.398438
Iteration 74Q: 29 clusters Score -1.341359e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17418 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140381 members 
Mstep: Class 8 contains 22410 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 107475 members 
Mstep: Class 13 contains 16866 members 
Mstep: Class 14 contains 57327 members 
Mstep: Class 15 contains 128355 members 
Mstep: Class 16 contains 13729 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 93704 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 37704 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 259369 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 6942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135960.000000 Penalty: 96006.398438
Iteration 75Q: 29 clusters Score -1.34136e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17432 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140422 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107428 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 57388 members 
Mstep: Class 15 contains 128652 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37630 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 259025 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 6956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136288.000000 Penalty: 96006.398438
Iteration 76Q: 29 clusters Score -1.341363e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17447 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140468 members 
Mstep: Class 8 contains 22530 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107379 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 57440 members 
Mstep: Class 15 contains 128888 members 
Mstep: Class 16 contains 13729 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37567 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 258697 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136056.000000 Penalty: 96006.398438
Iteration 77Q: 29 clusters Score -1.341361e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 3057 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140502 members 
Mstep: Class 8 contains 22586 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 107326 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 57496 members 
Mstep: Class 15 contains 129132 members 
Mstep: Class 16 contains 13732 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93688 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37512 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 258388 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5616 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136248.000000 Penalty: 96006.398438
Iteration 78Q: 29 clusters Score -1.341362e+08 nChanged 924
Entering ConstructFrom: 
Score: -134136248.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162300.171875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162300.2 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 670 members 
Entering Unmasked Estep 
Score: -160198.609375 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160198.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161125.890625 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -161125.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162174.296875 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -162174.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162713.750000 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -162713.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162841.140625 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -162841.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162901.062500 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -162901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -162974.781250 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -162974.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -163000.593750 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -163000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163014.671875 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -163014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163024.656250 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -163024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -163041.281250 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -163056.484375 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163067.453125 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -163087.937500 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163099.484375 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163113.890625 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -163131.906250 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -163131.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -163150.296875 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -163150.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -163162.718750 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -163162.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163183.828125 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -163183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -163210.953125 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -163211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163240.187500 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -163240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163267.765625 Penalty: 3568.068359
	Iteration 22Q: 3 clusters Score -163267.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163329.343750 Penalty: 3568.068359
	Iteration 23Q: 3 clusters Score -163329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163387.171875 Penalty: 3568.068359
	Iteration 24Q: 3 clusters Score -163387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163433.875000 Penalty: 3568.068359
	Iteration 25Q: 3 clusters Score -163433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163447.484375 Penalty: 3568.068359
	Iteration 26Q: 3 clusters Score -163447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163459.734375 Penalty: 3568.068359
	Iteration 27Q: 3 clusters Score -163459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -163473.031250 Penalty: 3568.068359
	Iteration 28Q: 3 clusters Score -163473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -163480.750000 Penalty: 3568.068359
	Iteration 29Q: 3 clusters Score -163480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163486.265625 Penalty: 3568.068359
	Iteration 30Q: 3 clusters Score -163486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163490.296875 Penalty: 3568.068359
	Iteration 31Q: 3 clusters Score -163490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -163492.968750 Penalty: 3568.068359
	Iteration 32Q: 3 clusters Score -163493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163496.375000 Penalty: 3568.068359
	Iteration 33Q: 3 clusters Score -163496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -163499.343750 Penalty: 3568.068359
	Iteration 34Q: 3 clusters Score -163499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163501.031250 Penalty: 3568.068359
	Iteration 35Q: 3 clusters Score -163501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163501.031250 Penalty: 3568.068359
	Iteration 36F: 3 clusters Score -163501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17463 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140557 members 
Mstep: Class 8 contains 22630 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107278 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 57559 members 
Mstep: Class 15 contains 129358 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93666 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37444 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 258107 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5619 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 567 members 
Entering Unmasked Estep 
Score: -134135896.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134136248.000000 to -134135896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Entering Unmasked Estep 
Score: -2404640.000000 Penalty: 2422.424072
	Iteration 0F: 2 clusters Score -2404640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2392262.750000 Penalty: 4844.848145
	Iteration 0F: 3 clusters Score -2392263 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2396514.500000 Penalty: 4844.848145
	Iteration 1F: 3 clusters Score -2396514 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2397172.250000 Penalty: 4844.848145
	Iteration 2F: 3 clusters Score -2397172 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2397924.250000 Penalty: 4844.848145
	Iteration 3F: 3 clusters Score -2397924 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2398722.250000 Penalty: 4844.848145
	Iteration 4F: 3 clusters Score -2398722 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2399495.000000 Penalty: 4844.848145
	Iteration 5F: 3 clusters Score -2399495 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2400189.000000 Penalty: 4844.848145
	Iteration 6F: 3 clusters Score -2400189 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2400800.250000 Penalty: 4844.848145
	Iteration 7F: 3 clusters Score -2400800 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2401310.250000 Penalty: 4844.848145
	Iteration 8Q: 3 clusters Score -2401310 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2401704.250000 Penalty: 4844.848145
	Iteration 9Q: 3 clusters Score -2401704 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2402087.250000 Penalty: 4844.848145
	Iteration 10Q: 3 clusters Score -2402087 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2402428.500000 Penalty: 4844.848145
	Iteration 11Q: 3 clusters Score -2402428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2402688.250000 Penalty: 4844.848145
	Iteration 12Q: 3 clusters Score -2402688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2402848.000000 Penalty: 4844.848145
	Iteration 13Q: 3 clusters Score -2402848 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2402948.250000 Penalty: 4844.848145
	Iteration 14Q: 3 clusters Score -2402948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2403004.500000 Penalty: 4844.848145
	Iteration 15Q: 3 clusters Score -2403004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2403023.750000 Penalty: 4844.848145
	Iteration 16Q: 3 clusters Score -2403024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2403058.500000 Penalty: 4844.848145
	Iteration 17Q: 3 clusters Score -2403058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2403085.750000 Penalty: 4844.848145
	Iteration 18Q: 3 clusters Score -2403086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2403129.750000 Penalty: 4844.848145
	Iteration 19Q: 3 clusters Score -2403130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2403169.500000 Penalty: 4844.848145
	Iteration 20F: 3 clusters Score -2403170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2403204.000000 Penalty: 4844.848145
	Iteration 21Q: 3 clusters Score -2403204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2403228.250000 Penalty: 4844.848145
	Iteration 22Q: 3 clusters Score -2403228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2403256.250000 Penalty: 4844.848145
	Iteration 23Q: 3 clusters Score -2403256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2403276.750000 Penalty: 4844.848145
	Iteration 24Q: 3 clusters Score -2403277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2403305.500000 Penalty: 4844.848145
	Iteration 25Q: 3 clusters Score -2403306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2403327.750000 Penalty: 4844.848145
	Iteration 26Q: 3 clusters Score -2403328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2403354.250000 Penalty: 4844.848145
	Iteration 27Q: 3 clusters Score -2403354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2403368.250000 Penalty: 4844.848145
	Iteration 28Q: 3 clusters Score -2403368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2403384.500000 Penalty: 4844.848145
	Iteration 29Q: 3 clusters Score -2403384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2403405.000000 Penalty: 4844.848145
	Iteration 30Q: 3 clusters Score -2403405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2403407.500000 Penalty: 4844.848145
	Iteration 31Q: 3 clusters Score -2403408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2403412.000000 Penalty: 4844.848145
	Iteration 32Q: 3 clusters Score -2403412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2403417.250000 Penalty: 4844.848145
	Iteration 33Q: 3 clusters Score -2403417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2403421.750000 Penalty: 4844.848145
	Iteration 34Q: 3 clusters Score -2403422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2403425.500000 Penalty: 4844.848145
	Iteration 35Q: 3 clusters Score -2403426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2403432.500000 Penalty: 4844.848145
	Iteration 36Q: 3 clusters Score -2403432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2403437.000000 Penalty: 4844.848145
	Iteration 37Q: 3 clusters Score -2403437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2403441.750000 Penalty: 4844.848145
	Iteration 38Q: 3 clusters Score -2403442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2403440.750000 Penalty: 4844.848145
	Iteration 39Q: 3 clusters Score -2403441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2403444.500000 Penalty: 4844.848145
	Iteration 40F: 3 clusters Score -2403444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2403444.000000 Penalty: 4844.848145
	Iteration 41Q: 3 clusters Score -2403444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2403444.000000 Penalty: 4844.848145
	Iteration 42F: 3 clusters Score -2403444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -402691.812500 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -402691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -399370.093750 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -399370.1 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -400062.500000 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -400062.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -400270.406250 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -400270.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -400415.500000 Penalty: 3981.304688
	Iteration 3F: 3 clusters Score -400415.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -400522.500000 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -400522.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -400626.250000 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -400626.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -400712.125000 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -400712.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -400792.281250 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -400792.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -400856.843750 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -400856.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -400924.718750 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -400924.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -400973.000000 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -400973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -401015.875000 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -401015.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -401055.531250 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -401055.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -401083.468750 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -401083.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -401110.437500 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -401110.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -401139.500000 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -401139.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -401159.250000 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -401159.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -401179.812500 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -401179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -401193.468750 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -401193.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -401202.093750 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -401202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -401212.000000 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -401212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -401220.156250 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -401220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -401228.156250 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -401228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -401236.187500 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -401236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -401241.031250 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -401241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -401245.093750 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -401245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -401249.593750 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -401249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -401253.000000 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -401253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -401257.281250 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -401257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -401262.031250 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -401262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -401267.562500 Penalty: 3981.304688
	Iteration 30Q: 3 clusters Score -401267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -401270.718750 Penalty: 3981.304688
	Iteration 31Q: 3 clusters Score -401270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -401273.593750 Penalty: 3981.304688
	Iteration 32Q: 3 clusters Score -401273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -401275.000000 Penalty: 3981.304688
	Iteration 33Q: 3 clusters Score -401275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -401276.187500 Penalty: 3981.304688
	Iteration 34Q: 3 clusters Score -401276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -401277.187500 Penalty: 3981.304688
	Iteration 35Q: 3 clusters Score -401277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401277.375000 Penalty: 3981.304688
	Iteration 36Q: 3 clusters Score -401277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401277.375000 Penalty: 3981.304688
	Iteration 37F: 3 clusters Score -401277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -339481.250000 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -339481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336524.781250 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -336524.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337062.437500 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -337062.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -337201.187500 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -337201.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337261.125000 Penalty: 3881.123535
	Iteration 3Q: 3 clusters Score -337261.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337297.312500 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -337297.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -337323.187500 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -337323.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -337340.656250 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -337340.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -337354.156250 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -337354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -337366.156250 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -337366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -337381.062500 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -337381.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -337395.250000 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -337395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -337407.968750 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -337408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -337418.937500 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -337418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -337428.781250 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -337428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -337434.906250 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -337434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -337440.312500 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -337440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337443.812500 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -337443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -337447.218750 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -337447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -337448.437500 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -337448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -337450.437500 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -337450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -337453.718750 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -337453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -337454.812500 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -337454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -337455.593750 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -337455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -337456.312500 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -337456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -337457.187500 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -337457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -337457.187500 Penalty: 3881.123535
	Iteration 25F: 3 clusters Score -337457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150310.984375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150311 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150611.781250 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150611.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -150670.656250 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150670.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150709.312500 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150709.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150736.343750 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150736.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -150757.109375 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150767.125000 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150781.078125 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150786.656250 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -150792.328125 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150796.046875 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150797.265625 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150799.062500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -150799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150799.062500 Penalty: 3480.683105
	Iteration 13F: 3 clusters Score -150799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -916089.625000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -916089.6 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -917631.562500 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917631.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -917954.875000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917954.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -918208.125000 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918208.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -918451.625000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918451.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -918687.812500 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -918687.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -918959.125000 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -918959.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -919230.625000 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -919230.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -919473.062500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919473.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -919651.500000 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919651.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -919762.187500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919762.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -919825.937500 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -919825.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -919862.562500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -919862.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -919893.187500 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -919893.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -919917.312500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -919917.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -919936.937500 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -919936.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -919948.187500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -919948.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -919958.062500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -919958.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -919965.562500 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -919965.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -919975.375000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -919975.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -919983.875000 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -919983.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -919989.375000 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -919989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -919995.062500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -919995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -919999.812500 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -919999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -920002.750000 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -920005.375000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -920008.000000 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -920010.750000 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -920012.125000 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -920012.125000 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -920015.625000 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -920017.250000 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -920017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -920017.125000 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -920017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -920017.125000 Penalty: 4385.788574
	Iteration 33F: 3 clusters Score -920017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140557 members 
Entering Unmasked Estep 
Score: -19157996.000000 Penalty: 2939.635498
	Iteration 0F: 2 clusters Score -1.9158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -19066602.000000 Penalty: 5879.270996
	Iteration 0F: 3 clusters Score -1.90666e+07 nChanged 67013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -19104706.000000 Penalty: 5879.270996
	Iteration 1F: 3 clusters Score -1.910471e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -19105386.000000 Penalty: 5879.270996
	Iteration 2Q: 3 clusters Score -1.910539e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -19106140.000000 Penalty: 5879.270996
	Iteration 3Q: 3 clusters Score -1.910614e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -19106946.000000 Penalty: 5879.270996
	Iteration 4Q: 3 clusters Score -1.910695e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -19108524.000000 Penalty: 5879.270996
	Iteration 5Q: 3 clusters Score -1.910852e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -19111448.000000 Penalty: 5879.270996
	Iteration 6Q: 3 clusters Score -1.911145e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -19116964.000000 Penalty: 5879.270996
	Iteration 7F: 3 clusters Score -1.911696e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -19126048.000000 Penalty: 5879.270996
	Iteration 8F: 3 clusters Score -1.912605e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -19137460.000000 Penalty: 5879.270996
	Iteration 9F: 3 clusters Score -1.913746e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -19147378.000000 Penalty: 5879.270996
	Iteration 10F: 3 clusters Score -1.914738e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -19152402.000000 Penalty: 5879.270996
	Iteration 11Q: 3 clusters Score -1.91524e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139373 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19154328.000000 Penalty: 5879.270996
	Iteration 12Q: 3 clusters Score -1.915433e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19154940.000000 Penalty: 5879.270996
	Iteration 13Q: 3 clusters Score -1.915494e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19155158.000000 Penalty: 5879.270996
	Iteration 14Q: 3 clusters Score -1.915516e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19155228.000000 Penalty: 5879.270996
	Iteration 15Q: 3 clusters Score -1.915523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19155262.000000 Penalty: 5879.270996
	Iteration 16Q: 3 clusters Score -1.915526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19155284.000000 Penalty: 5879.270996
	Iteration 17Q: 3 clusters Score -1.915528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140313 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19155304.000000 Penalty: 5879.270996
	Iteration 18Q: 3 clusters Score -1.91553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19155318.000000 Penalty: 5879.270996
	Iteration 19Q: 3 clusters Score -1.915532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19155324.000000 Penalty: 5879.270996
	Iteration 20F: 3 clusters Score -1.915532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19155322.000000 Penalty: 5879.270996
	Iteration 21Q: 3 clusters Score -1.915532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19155336.000000 Penalty: 5879.270996
	Iteration 22Q: 3 clusters Score -1.915534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19155334.000000 Penalty: 5879.270996
	Iteration 23Q: 3 clusters Score -1.915533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19155346.000000 Penalty: 5879.270996
	Iteration 24Q: 3 clusters Score -1.915535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19155340.000000 Penalty: 5879.270996
	Iteration 25Q: 3 clusters Score -1.915534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19155340.000000 Penalty: 5879.270996
	Iteration 26F: 3 clusters Score -1.915534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Entering Unmasked Estep 
Score: -3129410.750000 Penalty: 2486.703857
	Iteration 0F: 2 clusters Score -3129411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3113784.000000 Penalty: 4973.407715
	Iteration 0F: 3 clusters Score -3113784 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3119015.500000 Penalty: 4973.407715
	Iteration 1F: 3 clusters Score -3119016 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3119474.500000 Penalty: 4973.407715
	Iteration 2F: 3 clusters Score -3119474 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3119866.250000 Penalty: 4973.407715
	Iteration 3Q: 3 clusters Score -3119866 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3120217.250000 Penalty: 4973.407715
	Iteration 4Q: 3 clusters Score -3120217 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3120587.000000 Penalty: 4973.407715
	Iteration 5Q: 3 clusters Score -3120587 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3120953.750000 Penalty: 4973.407715
	Iteration 6Q: 3 clusters Score -3120954 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3121402.000000 Penalty: 4973.407715
	Iteration 7Q: 3 clusters Score -3121402 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3121923.250000 Penalty: 4973.407715
	Iteration 8Q: 3 clusters Score -3121923 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3122603.750000 Penalty: 4973.407715
	Iteration 9Q: 3 clusters Score -3122604 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3123370.750000 Penalty: 4973.407715
	Iteration 10Q: 3 clusters Score -3123371 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3124195.250000 Penalty: 4973.407715
	Iteration 11Q: 3 clusters Score -3124195 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3125026.250000 Penalty: 4973.407715
	Iteration 12Q: 3 clusters Score -3125026 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3125840.750000 Penalty: 4973.407715
	Iteration 13Q: 3 clusters Score -3125841 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3126418.250000 Penalty: 4973.407715
	Iteration 14Q: 3 clusters Score -3126418 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3126765.000000 Penalty: 4973.407715
	Iteration 15Q: 3 clusters Score -3126765 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3126930.250000 Penalty: 4973.407715
	Iteration 16Q: 3 clusters Score -3126930 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3127021.750000 Penalty: 4973.407715
	Iteration 17Q: 3 clusters Score -3127022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3127084.000000 Penalty: 4973.407715
	Iteration 18Q: 3 clusters Score -3127084 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3127127.750000 Penalty: 4973.407715
	Iteration 19Q: 3 clusters Score -3127128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3127145.750000 Penalty: 4973.407715
	Iteration 20F: 3 clusters Score -3127146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3127183.500000 Penalty: 4973.407715
	Iteration 21Q: 3 clusters Score -3127184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3127209.500000 Penalty: 4973.407715
	Iteration 22Q: 3 clusters Score -3127210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3127231.750000 Penalty: 4973.407715
	Iteration 23Q: 3 clusters Score -3127232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3127253.000000 Penalty: 4973.407715
	Iteration 24Q: 3 clusters Score -3127253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3127257.750000 Penalty: 4973.407715
	Iteration 25Q: 3 clusters Score -3127258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3127270.250000 Penalty: 4973.407715
	Iteration 26Q: 3 clusters Score -3127270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3127279.750000 Penalty: 4973.407715
	Iteration 27Q: 3 clusters Score -3127280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3127294.000000 Penalty: 4973.407715
	Iteration 28Q: 3 clusters Score -3127294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3127294.500000 Penalty: 4973.407715
	Iteration 29Q: 3 clusters Score -3127294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3127313.250000 Penalty: 4973.407715
	Iteration 30Q: 3 clusters Score -3127313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3127318.500000 Penalty: 4973.407715
	Iteration 31Q: 3 clusters Score -3127318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3127318.500000 Penalty: 4973.407715
	Iteration 32Q: 3 clusters Score -3127318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3127327.000000 Penalty: 4973.407715
	Iteration 33Q: 3 clusters Score -3127327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3127329.250000 Penalty: 4973.407715
	Iteration 34Q: 3 clusters Score -3127329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3127335.000000 Penalty: 4973.407715
	Iteration 35Q: 3 clusters Score -3127335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3127347.000000 Penalty: 4973.407715
	Iteration 36Q: 3 clusters Score -3127347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3127349.750000 Penalty: 4973.407715
	Iteration 37Q: 3 clusters Score -3127350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3127349.750000 Penalty: 4973.407715
	Iteration 38Q: 3 clusters Score -3127350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3127349.500000 Penalty: 4973.407715
	Iteration 39Q: 3 clusters Score -3127350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3127358.750000 Penalty: 4973.407715
	Iteration 40F: 3 clusters Score -3127359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3127358.250000 Penalty: 4973.407715
	Iteration 41Q: 3 clusters Score -3127358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3127359.500000 Penalty: 4973.407715
	Iteration 42Q: 3 clusters Score -3127360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3127361.500000 Penalty: 4973.407715
	Iteration 43Q: 3 clusters Score -3127362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3127367.500000 Penalty: 4973.407715
	Iteration 44Q: 3 clusters Score -3127368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3127373.250000 Penalty: 4973.407715
	Iteration 45Q: 3 clusters Score -3127373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3127391.500000 Penalty: 4973.407715
	Iteration 46Q: 3 clusters Score -3127392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3127385.750000 Penalty: 4973.407715
	Iteration 47Q: 3 clusters Score -3127386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3127394.000000 Penalty: 4973.407715
	Iteration 48Q: 3 clusters Score -3127394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3127407.500000 Penalty: 4973.407715
	Iteration 49Q: 3 clusters Score -3127408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3127402.750000 Penalty: 4973.407715
	Iteration 50Q: 3 clusters Score -3127403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3127405.500000 Penalty: 4973.407715
	Iteration 51Q: 3 clusters Score -3127406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3127403.250000 Penalty: 4973.407715
	Iteration 52Q: 3 clusters Score -3127403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3127406.500000 Penalty: 4973.407715
	Iteration 53Q: 3 clusters Score -3127406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3127414.500000 Penalty: 4973.407715
	Iteration 54Q: 3 clusters Score -3127414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3127416.500000 Penalty: 4973.407715
	Iteration 55Q: 3 clusters Score -3127416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3127424.000000 Penalty: 4973.407715
	Iteration 56Q: 3 clusters Score -3127424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3127425.750000 Penalty: 4973.407715
	Iteration 57Q: 3 clusters Score -3127426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3127423.750000 Penalty: 4973.407715
	Iteration 58Q: 3 clusters Score -3127424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3127430.250000 Penalty: 4973.407715
	Iteration 59Q: 3 clusters Score -3127430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3127429.500000 Penalty: 4973.407715
	Iteration 60F: 3 clusters Score -3127430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3127432.000000 Penalty: 4973.407715
	Iteration 61Q: 3 clusters Score -3127432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3127434.250000 Penalty: 4973.407715
	Iteration 62Q: 3 clusters Score -3127434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3127434.250000 Penalty: 4973.407715
	Iteration 63Q: 3 clusters Score -3127434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3127430.750000 Penalty: 4973.407715
	Iteration 64Q: 3 clusters Score -3127431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3127432.250000 Penalty: 4973.407715
	Iteration 65Q: 3 clusters Score -3127432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3127430.250000 Penalty: 4973.407715
	Iteration 66Q: 3 clusters Score -3127430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3127427.750000 Penalty: 4973.407715
	Iteration 67Q: 3 clusters Score -3127428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3127434.500000 Penalty: 4973.407715
	Iteration 68Q: 3 clusters Score -3127434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3127430.500000 Penalty: 4973.407715
	Iteration 69Q: 3 clusters Score -3127430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3127439.250000 Penalty: 4973.407715
	Iteration 70Q: 3 clusters Score -3127439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3127434.750000 Penalty: 4973.407715
	Iteration 71Q: 3 clusters Score -3127435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3127436.500000 Penalty: 4973.407715
	Iteration 72Q: 3 clusters Score -3127436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3127437.750000 Penalty: 4973.407715
	Iteration 73Q: 3 clusters Score -3127438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3127435.750000 Penalty: 4973.407715
	Iteration 74Q: 3 clusters Score -3127436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3127435.750000 Penalty: 4973.407715
	Iteration 75F: 3 clusters Score -3127436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Entering Unmasked Estep 
Score: -9912837.000000 Penalty: 2780.986816
	Iteration 0F: 2 clusters Score -9912837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9862826.000000 Penalty: 5561.973633
	Iteration 0F: 3 clusters Score -9862826 nChanged 34848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9882489.000000 Penalty: 5561.973633
	Iteration 1F: 3 clusters Score -9882489 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -9883231.000000 Penalty: 5561.973633
	Iteration 2Q: 3 clusters Score -9883231 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -9884183.000000 Penalty: 5561.973633
	Iteration 3Q: 3 clusters Score -9884183 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -9885799.000000 Penalty: 5561.973633
	Iteration 4Q: 3 clusters Score -9885799 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9888364.000000 Penalty: 5561.973633
	Iteration 5F: 3 clusters Score -9888364 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -9892191.000000 Penalty: 5561.973633
	Iteration 6F: 3 clusters Score -9892191 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -9897449.000000 Penalty: 5561.973633
	Iteration 7F: 3 clusters Score -9897449 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -9902522.000000 Penalty: 5561.973633
	Iteration 8F: 3 clusters Score -9902522 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9906402.000000 Penalty: 5561.973633
	Iteration 9F: 3 clusters Score -9906402 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -9908688.000000 Penalty: 5561.973633
	Iteration 10Q: 3 clusters Score -9908688 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -9909788.000000 Penalty: 5561.973633
	Iteration 11Q: 3 clusters Score -9909788 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9910384.000000 Penalty: 5561.973633
	Iteration 12Q: 3 clusters Score -9910384 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -9910687.000000 Penalty: 5561.973633
	Iteration 13Q: 3 clusters Score -9910687 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9910829.000000 Penalty: 5561.973633
	Iteration 14Q: 3 clusters Score -9910829 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -9910924.000000 Penalty: 5561.973633
	Iteration 15Q: 3 clusters Score -9910924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9910979.000000 Penalty: 5561.973633
	Iteration 16Q: 3 clusters Score -9910979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9911008.000000 Penalty: 5561.973633
	Iteration 17Q: 3 clusters Score -9911008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9911018.000000 Penalty: 5561.973633
	Iteration 18Q: 3 clusters Score -9911018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9911033.000000 Penalty: 5561.973633
	Iteration 19Q: 3 clusters Score -9911033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9911038.000000 Penalty: 5561.973633
	Iteration 20F: 3 clusters Score -9911038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9911045.000000 Penalty: 5561.973633
	Iteration 21Q: 3 clusters Score -9911045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9911037.000000 Penalty: 5561.973633
	Iteration 22Q: 3 clusters Score -9911037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9911054.000000 Penalty: 5561.973633
	Iteration 23Q: 3 clusters Score -9911054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9911044.000000 Penalty: 5561.973633
	Iteration 24Q: 3 clusters Score -9911044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9911045.000000 Penalty: 5561.973633
	Iteration 25Q: 3 clusters Score -9911045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -9911054.000000 Penalty: 5561.973633
	Iteration 26Q: 3 clusters Score -9911054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -9911054.000000 Penalty: 5561.973633
	Iteration 27F: 3 clusters Score -9911054 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: -114374.343750 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -114374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112577.109375 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -112577.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112977.671875 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -112977.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113071.437500 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -113071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113118.703125 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -113118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113161.101562 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -113161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113196.164062 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -113196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113216.687500 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -113216.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -113232.335938 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -113232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113238.859375 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -113238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -113247.460938 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -113247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113257.078125 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -113257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113270.296875 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -113270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113280.703125 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -113280.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -113293.000000 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -113293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113296.718750 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -113296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113305.632812 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -113305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113309.679688 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -113309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -113318.445312 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -113318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113328.132812 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -113328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -113332.726562 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -113332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113338.226562 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -113338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -113345.296875 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -113345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -113361.468750 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -113361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113406.898438 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -113406.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113467.156250 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -113467.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -113537.851562 Penalty: 3377.283447
	Iteration 25Q: 3 clusters Score -113537.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113683.117188 Penalty: 3377.283447
	Iteration 26Q: 3 clusters Score -113683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -113774.921875 Penalty: 3377.283447
	Iteration 27Q: 3 clusters Score -113774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113801.085938 Penalty: 3377.283447
	Iteration 28Q: 3 clusters Score -113801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -113810.945312 Penalty: 3377.283447
	Iteration 29Q: 3 clusters Score -113810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113824.156250 Penalty: 3377.283447
	Iteration 30Q: 3 clusters Score -113824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -113843.140625 Penalty: 3377.283447
	Iteration 31Q: 3 clusters Score -113843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113865.601562 Penalty: 3377.283447
	Iteration 32Q: 3 clusters Score -113865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113879.828125 Penalty: 3377.283447
	Iteration 33Q: 3 clusters Score -113879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113891.648438 Penalty: 3377.283447
	Iteration 34Q: 3 clusters Score -113891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113900.679688 Penalty: 3377.283447
	Iteration 35Q: 3 clusters Score -113900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113905.578125 Penalty: 3377.283447
	Iteration 36Q: 3 clusters Score -113905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113910.507812 Penalty: 3377.283447
	Iteration 37Q: 3 clusters Score -113910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113915.320312 Penalty: 3377.283447
	Iteration 38Q: 3 clusters Score -113915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -113922.195312 Penalty: 3377.283447
	Iteration 39Q: 3 clusters Score -113922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113936.585938 Penalty: 3377.283447
	Iteration 40F: 3 clusters Score -113936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113954.039062 Penalty: 3377.283447
	Iteration 41Q: 3 clusters Score -113954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113959.625000 Penalty: 3377.283447
	Iteration 42Q: 3 clusters Score -113959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -113961.593750 Penalty: 3377.283447
	Iteration 43Q: 3 clusters Score -113961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113964.960938 Penalty: 3377.283447
	Iteration 44Q: 3 clusters Score -113965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113971.882812 Penalty: 3377.283447
	Iteration 45Q: 3 clusters Score -113971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113975.234375 Penalty: 3377.283447
	Iteration 46Q: 3 clusters Score -113975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113975.234375 Penalty: 3377.283447
	Iteration 47F: 3 clusters Score -113975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -809302.562500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -809302.6 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 3133 members 
Entering Unmasked Estep 
Score: -804009.000000 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -804009 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -805332.500000 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -805332.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -805630.750000 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -805630.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -805871.250000 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -805871.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -806058.937500 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -806058.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -806209.625000 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -806209.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -806337.375000 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -806337.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -806468.875000 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -806468.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -806577.062500 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -806577.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -806696.562500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -806696.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -806789.875000 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -806789.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -806865.125000 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -806865.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -806949.937500 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -806949.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -807026.875000 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -807026.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -807087.125000 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -807087.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -807138.187500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -807138.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -807182.250000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -807182.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -807224.500000 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -807224.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -807264.875000 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -807264.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -807305.437500 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -807305.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -807333.562500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -807333.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -807353.375000 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -807353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -807368.250000 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -807368.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -807388.375000 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -807388.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -807407.875000 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -807407.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -807423.875000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -807423.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -807436.375000 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -807436.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -807456.687500 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -807456.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -807478.812500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -807478.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -807517.937500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -807517.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -807564.875000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -807564.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -807596.750000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -807596.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -807626.750000 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -807626.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -807673.187500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -807673.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -807729.875000 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -807729.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -807799.750000 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -807799.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -807859.812500 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -807859.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -807899.000000 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -807899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -807921.187500 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -807921.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -807940.187500 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -807940.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -807953.750000 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -807953.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -807968.000000 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -807968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -807975.812500 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -807975.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -807985.375000 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -807985.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -807993.812500 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -807993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -807999.125000 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -807999.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -808004.062500 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -808004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -808007.625000 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -808007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -808010.687500 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -808010.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -808014.562500 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -808014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -808016.875000 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -808016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -808019.750000 Penalty: 4339.001953
	Iteration 51Q: 3 clusters Score -808019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -808023.500000 Penalty: 4339.001953
	Iteration 52Q: 3 clusters Score -808023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -808024.375000 Penalty: 4339.001953
	Iteration 53Q: 3 clusters Score -808024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -808025.125000 Penalty: 4339.001953
	Iteration 54Q: 3 clusters Score -808025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -808026.687500 Penalty: 4339.001953
	Iteration 55Q: 3 clusters Score -808026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -808027.687500 Penalty: 4339.001953
	Iteration 56Q: 3 clusters Score -808027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -808028.875000 Penalty: 4339.001953
	Iteration 57Q: 3 clusters Score -808028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -808028.812500 Penalty: 4339.001953
	Iteration 58Q: 3 clusters Score -808028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -808028.812500 Penalty: 4339.001953
	Iteration 59F: 3 clusters Score -808028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Entering Unmasked Estep 
Score: -14512111.000000 Penalty: 2872.628174
	Iteration 0F: 2 clusters Score -1.451211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -14440489.000000 Penalty: 5745.256348
	Iteration 0F: 3 clusters Score -1.444049e+07 nChanged 50755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -14469678.000000 Penalty: 5745.256348
	Iteration 1F: 3 clusters Score -1.446968e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -14470473.000000 Penalty: 5745.256348
	Iteration 2Q: 3 clusters Score -1.447047e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -14471497.000000 Penalty: 5745.256348
	Iteration 3Q: 3 clusters Score -1.44715e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -14473126.000000 Penalty: 5745.256348
	Iteration 4Q: 3 clusters Score -1.447313e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -14475702.000000 Penalty: 5745.256348
	Iteration 5F: 3 clusters Score -1.44757e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -14479848.000000 Penalty: 5745.256348
	Iteration 6F: 3 clusters Score -1.447985e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -14485804.000000 Penalty: 5745.256348
	Iteration 7F: 3 clusters Score -1.44858e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -14492857.000000 Penalty: 5745.256348
	Iteration 8F: 3 clusters Score -1.449286e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -14498883.000000 Penalty: 5745.256348
	Iteration 9F: 3 clusters Score -1.449888e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -14503048.000000 Penalty: 5745.256348
	Iteration 10Q: 3 clusters Score -1.450305e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -14505381.000000 Penalty: 5745.256348
	Iteration 11Q: 3 clusters Score -1.450538e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -14506628.000000 Penalty: 5745.256348
	Iteration 12Q: 3 clusters Score -1.450663e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -14507346.000000 Penalty: 5745.256348
	Iteration 13Q: 3 clusters Score -1.450735e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -14507749.000000 Penalty: 5745.256348
	Iteration 14Q: 3 clusters Score -1.450775e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -14508074.000000 Penalty: 5745.256348
	Iteration 15Q: 3 clusters Score -1.450807e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -14508344.000000 Penalty: 5745.256348
	Iteration 16Q: 3 clusters Score -1.450834e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -14508536.000000 Penalty: 5745.256348
	Iteration 17Q: 3 clusters Score -1.450854e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14508708.000000 Penalty: 5745.256348
	Iteration 18Q: 3 clusters Score -1.450871e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -14508886.000000 Penalty: 5745.256348
	Iteration 19Q: 3 clusters Score -1.450889e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -14509020.000000 Penalty: 5745.256348
	Iteration 20F: 3 clusters Score -1.450902e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14509117.000000 Penalty: 5745.256348
	Iteration 21Q: 3 clusters Score -1.450912e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -14509231.000000 Penalty: 5745.256348
	Iteration 22Q: 3 clusters Score -1.450923e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14509301.000000 Penalty: 5745.256348
	Iteration 23Q: 3 clusters Score -1.45093e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -14509386.000000 Penalty: 5745.256348
	Iteration 24Q: 3 clusters Score -1.450939e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14509449.000000 Penalty: 5745.256348
	Iteration 25Q: 3 clusters Score -1.450945e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105424 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14509501.000000 Penalty: 5745.256348
	Iteration 26Q: 3 clusters Score -1.45095e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14509527.000000 Penalty: 5745.256348
	Iteration 27Q: 3 clusters Score -1.450953e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14509540.000000 Penalty: 5745.256348
	Iteration 28Q: 3 clusters Score -1.450954e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14509567.000000 Penalty: 5745.256348
	Iteration 29Q: 3 clusters Score -1.450957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -14509578.000000 Penalty: 5745.256348
	Iteration 30Q: 3 clusters Score -1.450958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14509613.000000 Penalty: 5745.256348
	Iteration 31Q: 3 clusters Score -1.450961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14509591.000000 Penalty: 5745.256348
	Iteration 32Q: 3 clusters Score -1.450959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14509617.000000 Penalty: 5745.256348
	Iteration 33Q: 3 clusters Score -1.450962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -14509610.000000 Penalty: 5745.256348
	Iteration 34Q: 3 clusters Score -1.450961e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14509634.000000 Penalty: 5745.256348
	Iteration 35Q: 3 clusters Score -1.450963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14509640.000000 Penalty: 5745.256348
	Iteration 36Q: 3 clusters Score -1.450964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14509639.000000 Penalty: 5745.256348
	Iteration 37Q: 3 clusters Score -1.450964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14509634.000000 Penalty: 5745.256348
	Iteration 38Q: 3 clusters Score -1.450963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14509652.000000 Penalty: 5745.256348
	Iteration 39Q: 3 clusters Score -1.450965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14509660.000000 Penalty: 5745.256348
	Iteration 40F: 3 clusters Score -1.450966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14509681.000000 Penalty: 5745.256348
	Iteration 41Q: 3 clusters Score -1.450968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14509684.000000 Penalty: 5745.256348
	Iteration 42Q: 3 clusters Score -1.450968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14509676.000000 Penalty: 5745.256348
	Iteration 43Q: 3 clusters Score -1.450968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -14509668.000000 Penalty: 5745.256348
	Iteration 44Q: 3 clusters Score -1.450967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14509668.000000 Penalty: 5745.256348
	Iteration 45Q: 3 clusters Score -1.450967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14509672.000000 Penalty: 5745.256348
	Iteration 46Q: 3 clusters Score -1.450967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -14509684.000000 Penalty: 5745.256348
	Iteration 47Q: 3 clusters Score -1.450968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14509687.000000 Penalty: 5745.256348
	Iteration 48Q: 3 clusters Score -1.450969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14509699.000000 Penalty: 5745.256348
	Iteration 49Q: 3 clusters Score -1.45097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14509703.000000 Penalty: 5745.256348
	Iteration 50Q: 3 clusters Score -1.45097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -14509705.000000 Penalty: 5745.256348
	Iteration 51Q: 3 clusters Score -1.45097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14509704.000000 Penalty: 5745.256348
	Iteration 52Q: 3 clusters Score -1.45097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14509718.000000 Penalty: 5745.256348
	Iteration 53Q: 3 clusters Score -1.450972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14509717.000000 Penalty: 5745.256348
	Iteration 54Q: 3 clusters Score -1.450972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106115 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14509720.000000 Penalty: 5745.256348
	Iteration 55Q: 3 clusters Score -1.450972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14509716.000000 Penalty: 5745.256348
	Iteration 56Q: 3 clusters Score -1.450972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14509719.000000 Penalty: 5745.256348
	Iteration 57Q: 3 clusters Score -1.450972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14509717.000000 Penalty: 5745.256348
	Iteration 58Q: 3 clusters Score -1.450972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14509720.000000 Penalty: 5745.256348
	Iteration 59Q: 3 clusters Score -1.450972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14509720.000000 Penalty: 5745.256348
	Iteration 60F: 3 clusters Score -1.450972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Entering Unmasked Estep 
Score: -2128471.000000 Penalty: 2413.768311
	Iteration 0F: 2 clusters Score -2128471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2116498.750000 Penalty: 4827.536621
	Iteration 0F: 3 clusters Score -2116499 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2120587.250000 Penalty: 4827.536621
	Iteration 1F: 3 clusters Score -2120587 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2121449.000000 Penalty: 4827.536621
	Iteration 2F: 3 clusters Score -2121449 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2122350.250000 Penalty: 4827.536621
	Iteration 3F: 3 clusters Score -2122350 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2123045.500000 Penalty: 4827.536621
	Iteration 4F: 3 clusters Score -2123046 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2123584.000000 Penalty: 4827.536621
	Iteration 5F: 3 clusters Score -2123584 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2124023.750000 Penalty: 4827.536621
	Iteration 6Q: 3 clusters Score -2124024 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2124364.750000 Penalty: 4827.536621
	Iteration 7Q: 3 clusters Score -2124365 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2124656.250000 Penalty: 4827.536621
	Iteration 8Q: 3 clusters Score -2124656 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2124906.750000 Penalty: 4827.536621
	Iteration 9Q: 3 clusters Score -2124907 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2125110.250000 Penalty: 4827.536621
	Iteration 10Q: 3 clusters Score -2125110 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2125296.500000 Penalty: 4827.536621
	Iteration 11Q: 3 clusters Score -2125296 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2125443.500000 Penalty: 4827.536621
	Iteration 12Q: 3 clusters Score -2125444 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2125548.750000 Penalty: 4827.536621
	Iteration 13Q: 3 clusters Score -2125549 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2125643.750000 Penalty: 4827.536621
	Iteration 14Q: 3 clusters Score -2125644 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2125725.000000 Penalty: 4827.536621
	Iteration 15Q: 3 clusters Score -2125725 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2125810.000000 Penalty: 4827.536621
	Iteration 16Q: 3 clusters Score -2125810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2125882.000000 Penalty: 4827.536621
	Iteration 17Q: 3 clusters Score -2125882 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2125941.500000 Penalty: 4827.536621
	Iteration 18Q: 3 clusters Score -2125942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2125977.750000 Penalty: 4827.536621
	Iteration 19Q: 3 clusters Score -2125978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2126019.500000 Penalty: 4827.536621
	Iteration 20F: 3 clusters Score -2126020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2126056.750000 Penalty: 4827.536621
	Iteration 21Q: 3 clusters Score -2126057 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2126090.500000 Penalty: 4827.536621
	Iteration 22Q: 3 clusters Score -2126090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2126134.500000 Penalty: 4827.536621
	Iteration 23Q: 3 clusters Score -2126134 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2126161.750000 Penalty: 4827.536621
	Iteration 24Q: 3 clusters Score -2126162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2126200.500000 Penalty: 4827.536621
	Iteration 25Q: 3 clusters Score -2126200 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2126230.750000 Penalty: 4827.536621
	Iteration 26Q: 3 clusters Score -2126231 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2126270.250000 Penalty: 4827.536621
	Iteration 27Q: 3 clusters Score -2126270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2126292.750000 Penalty: 4827.536621
	Iteration 28Q: 3 clusters Score -2126293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2126313.750000 Penalty: 4827.536621
	Iteration 29Q: 3 clusters Score -2126314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2126332.500000 Penalty: 4827.536621
	Iteration 30Q: 3 clusters Score -2126332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2126348.250000 Penalty: 4827.536621
	Iteration 31Q: 3 clusters Score -2126348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2126368.000000 Penalty: 4827.536621
	Iteration 32Q: 3 clusters Score -2126368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2126393.250000 Penalty: 4827.536621
	Iteration 33Q: 3 clusters Score -2126393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2126418.750000 Penalty: 4827.536621
	Iteration 34Q: 3 clusters Score -2126419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2126441.250000 Penalty: 4827.536621
	Iteration 35Q: 3 clusters Score -2126441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2126480.250000 Penalty: 4827.536621
	Iteration 36Q: 3 clusters Score -2126480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2126515.000000 Penalty: 4827.536621
	Iteration 37Q: 3 clusters Score -2126515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2126537.750000 Penalty: 4827.536621
	Iteration 38Q: 3 clusters Score -2126538 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2126567.500000 Penalty: 4827.536621
	Iteration 39Q: 3 clusters Score -2126568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2126600.250000 Penalty: 4827.536621
	Iteration 40F: 3 clusters Score -2126600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2126623.500000 Penalty: 4827.536621
	Iteration 41Q: 3 clusters Score -2126624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2126655.750000 Penalty: 4827.536621
	Iteration 42Q: 3 clusters Score -2126656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2126682.750000 Penalty: 4827.536621
	Iteration 43Q: 3 clusters Score -2126683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2126717.250000 Penalty: 4827.536621
	Iteration 44Q: 3 clusters Score -2126717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2126731.500000 Penalty: 4827.536621
	Iteration 45Q: 3 clusters Score -2126732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2126756.750000 Penalty: 4827.536621
	Iteration 46Q: 3 clusters Score -2126757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2126781.250000 Penalty: 4827.536621
	Iteration 47Q: 3 clusters Score -2126781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2126801.000000 Penalty: 4827.536621
	Iteration 48Q: 3 clusters Score -2126801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2126825.750000 Penalty: 4827.536621
	Iteration 49Q: 3 clusters Score -2126826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2126844.500000 Penalty: 4827.536621
	Iteration 50Q: 3 clusters Score -2126844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2126863.750000 Penalty: 4827.536621
	Iteration 51Q: 3 clusters Score -2126864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2126896.250000 Penalty: 4827.536621
	Iteration 52Q: 3 clusters Score -2126896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2126919.500000 Penalty: 4827.536621
	Iteration 53Q: 3 clusters Score -2126920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2126942.000000 Penalty: 4827.536621
	Iteration 54Q: 3 clusters Score -2126942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2126956.000000 Penalty: 4827.536621
	Iteration 55Q: 3 clusters Score -2126956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2126974.000000 Penalty: 4827.536621
	Iteration 56Q: 3 clusters Score -2126974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2126981.750000 Penalty: 4827.536621
	Iteration 57Q: 3 clusters Score -2126982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2126987.500000 Penalty: 4827.536621
	Iteration 58Q: 3 clusters Score -2126988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2126995.500000 Penalty: 4827.536621
	Iteration 59Q: 3 clusters Score -2126996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2127002.750000 Penalty: 4827.536621
	Iteration 60F: 3 clusters Score -2127003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2127014.750000 Penalty: 4827.536621
	Iteration 61Q: 3 clusters Score -2127015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2127019.750000 Penalty: 4827.536621
	Iteration 62Q: 3 clusters Score -2127020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2127028.250000 Penalty: 4827.536621
	Iteration 63Q: 3 clusters Score -2127028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2127034.500000 Penalty: 4827.536621
	Iteration 64Q: 3 clusters Score -2127034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2127037.000000 Penalty: 4827.536621
	Iteration 65Q: 3 clusters Score -2127037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2127051.500000 Penalty: 4827.536621
	Iteration 66Q: 3 clusters Score -2127052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2127053.250000 Penalty: 4827.536621
	Iteration 67Q: 3 clusters Score -2127053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2127063.500000 Penalty: 4827.536621
	Iteration 68Q: 3 clusters Score -2127064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2127070.500000 Penalty: 4827.536621
	Iteration 69Q: 3 clusters Score -2127070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2127073.000000 Penalty: 4827.536621
	Iteration 70Q: 3 clusters Score -2127073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2127079.250000 Penalty: 4827.536621
	Iteration 71Q: 3 clusters Score -2127079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2127082.750000 Penalty: 4827.536621
	Iteration 72Q: 3 clusters Score -2127083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2127089.750000 Penalty: 4827.536621
	Iteration 73Q: 3 clusters Score -2127090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2127100.500000 Penalty: 4827.536621
	Iteration 74Q: 3 clusters Score -2127100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2127107.000000 Penalty: 4827.536621
	Iteration 75Q: 3 clusters Score -2127107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2127116.250000 Penalty: 4827.536621
	Iteration 76Q: 3 clusters Score -2127116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2127123.250000 Penalty: 4827.536621
	Iteration 77Q: 3 clusters Score -2127123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2127128.750000 Penalty: 4827.536621
	Iteration 78Q: 3 clusters Score -2127129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2127130.500000 Penalty: 4827.536621
	Iteration 79Q: 3 clusters Score -2127130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2127133.000000 Penalty: 4827.536621
	Iteration 80F: 3 clusters Score -2127133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2127135.750000 Penalty: 4827.536621
	Iteration 81Q: 3 clusters Score -2127136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2127142.000000 Penalty: 4827.536621
	Iteration 82Q: 3 clusters Score -2127142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2127145.250000 Penalty: 4827.536621
	Iteration 83Q: 3 clusters Score -2127145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2127148.000000 Penalty: 4827.536621
	Iteration 84Q: 3 clusters Score -2127148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2127155.750000 Penalty: 4827.536621
	Iteration 85Q: 3 clusters Score -2127156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2127157.250000 Penalty: 4827.536621
	Iteration 86Q: 3 clusters Score -2127157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2127159.750000 Penalty: 4827.536621
	Iteration 87Q: 3 clusters Score -2127160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2127156.500000 Penalty: 4827.536621
	Iteration 88Q: 3 clusters Score -2127156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2127155.000000 Penalty: 4827.536621
	Iteration 89Q: 3 clusters Score -2127155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2127154.750000 Penalty: 4827.536621
	Iteration 90Q: 3 clusters Score -2127155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2127161.000000 Penalty: 4827.536621
	Iteration 91Q: 3 clusters Score -2127161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2127160.500000 Penalty: 4827.536621
	Iteration 92Q: 3 clusters Score -2127160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2127161.000000 Penalty: 4827.536621
	Iteration 93Q: 3 clusters Score -2127161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2127169.250000 Penalty: 4827.536621
	Iteration 94Q: 3 clusters Score -2127169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2127171.250000 Penalty: 4827.536621
	Iteration 95Q: 3 clusters Score -2127171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2127173.750000 Penalty: 4827.536621
	Iteration 96Q: 3 clusters Score -2127174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2127173.500000 Penalty: 4827.536621
	Iteration 97Q: 3 clusters Score -2127174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2127179.750000 Penalty: 4827.536621
	Iteration 98Q: 3 clusters Score -2127180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2127186.250000 Penalty: 4827.536621
	Iteration 99Q: 3 clusters Score -2127186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2127188.500000 Penalty: 4827.536621
	Iteration 100F: 3 clusters Score -2127188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2127195.250000 Penalty: 4827.536621
	Iteration 101Q: 3 clusters Score -2127195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2127202.500000 Penalty: 4827.536621
	Iteration 102Q: 3 clusters Score -2127202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2127206.250000 Penalty: 4827.536621
	Iteration 103Q: 3 clusters Score -2127206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2127206.000000 Penalty: 4827.536621
	Iteration 104Q: 3 clusters Score -2127206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2127214.250000 Penalty: 4827.536621
	Iteration 105Q: 3 clusters Score -2127214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2127217.750000 Penalty: 4827.536621
	Iteration 106Q: 3 clusters Score -2127218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2127219.750000 Penalty: 4827.536621
	Iteration 107Q: 3 clusters Score -2127220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2127218.750000 Penalty: 4827.536621
	Iteration 108Q: 3 clusters Score -2127219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2127226.500000 Penalty: 4827.536621
	Iteration 109Q: 3 clusters Score -2127226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2127231.000000 Penalty: 4827.536621
	Iteration 110Q: 3 clusters Score -2127231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2127230.250000 Penalty: 4827.536621
	Iteration 111Q: 3 clusters Score -2127230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2127236.500000 Penalty: 4827.536621
	Iteration 112Q: 3 clusters Score -2127236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2127235.250000 Penalty: 4827.536621
	Iteration 113Q: 3 clusters Score -2127235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2127241.000000 Penalty: 4827.536621
	Iteration 114Q: 3 clusters Score -2127241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2127240.000000 Penalty: 4827.536621
	Iteration 115Q: 3 clusters Score -2127240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2127242.250000 Penalty: 4827.536621
	Iteration 116Q: 3 clusters Score -2127242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2127247.000000 Penalty: 4827.536621
	Iteration 117Q: 3 clusters Score -2127247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2127246.250000 Penalty: 4827.536621
	Iteration 118Q: 3 clusters Score -2127246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2127250.000000 Penalty: 4827.536621
	Iteration 119Q: 3 clusters Score -2127250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2127247.000000 Penalty: 4827.536621
	Iteration 120F: 3 clusters Score -2127247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2127250.500000 Penalty: 4827.536621
	Iteration 121Q: 3 clusters Score -2127250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2127253.000000 Penalty: 4827.536621
	Iteration 122Q: 3 clusters Score -2127253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2127255.500000 Penalty: 4827.536621
	Iteration 123Q: 3 clusters Score -2127256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2127261.250000 Penalty: 4827.536621
	Iteration 124Q: 3 clusters Score -2127261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2127264.750000 Penalty: 4827.536621
	Iteration 125Q: 3 clusters Score -2127265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2127265.250000 Penalty: 4827.536621
	Iteration 126Q: 3 clusters Score -2127265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2127270.250000 Penalty: 4827.536621
	Iteration 127Q: 3 clusters Score -2127270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2127271.250000 Penalty: 4827.536621
	Iteration 128Q: 3 clusters Score -2127271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2127280.000000 Penalty: 4827.536621
	Iteration 129Q: 3 clusters Score -2127280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2127283.500000 Penalty: 4827.536621
	Iteration 130Q: 3 clusters Score -2127284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2127280.500000 Penalty: 4827.536621
	Iteration 131Q: 3 clusters Score -2127280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2127289.000000 Penalty: 4827.536621
	Iteration 132Q: 3 clusters Score -2127289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2127291.500000 Penalty: 4827.536621
	Iteration 133Q: 3 clusters Score -2127292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2127301.500000 Penalty: 4827.536621
	Iteration 134Q: 3 clusters Score -2127302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2127316.500000 Penalty: 4827.536621
	Iteration 135Q: 3 clusters Score -2127316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2127344.750000 Penalty: 4827.536621
	Iteration 136Q: 3 clusters Score -2127345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2127372.000000 Penalty: 4827.536621
	Iteration 137Q: 3 clusters Score -2127372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2127384.750000 Penalty: 4827.536621
	Iteration 138Q: 3 clusters Score -2127385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2127408.250000 Penalty: 4827.536621
	Iteration 139Q: 3 clusters Score -2127408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2127427.750000 Penalty: 4827.536621
	Iteration 140F: 3 clusters Score -2127428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2127441.250000 Penalty: 4827.536621
	Iteration 141Q: 3 clusters Score -2127441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2127458.000000 Penalty: 4827.536621
	Iteration 142Q: 3 clusters Score -2127458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2127470.000000 Penalty: 4827.536621
	Iteration 143Q: 3 clusters Score -2127470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2127488.750000 Penalty: 4827.536621
	Iteration 144Q: 3 clusters Score -2127489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2127501.500000 Penalty: 4827.536621
	Iteration 145Q: 3 clusters Score -2127502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2127510.750000 Penalty: 4827.536621
	Iteration 146Q: 3 clusters Score -2127511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2127520.500000 Penalty: 4827.536621
	Iteration 147Q: 3 clusters Score -2127520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2127527.500000 Penalty: 4827.536621
	Iteration 148Q: 3 clusters Score -2127528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2127527.250000 Penalty: 4827.536621
	Iteration 149Q: 3 clusters Score -2127527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2127534.500000 Penalty: 4827.536621
	Iteration 150Q: 3 clusters Score -2127534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2127536.000000 Penalty: 4827.536621
	Iteration 151Q: 3 clusters Score -2127536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2127540.500000 Penalty: 4827.536621
	Iteration 152Q: 3 clusters Score -2127540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2127546.750000 Penalty: 4827.536621
	Iteration 153Q: 3 clusters Score -2127547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2127550.250000 Penalty: 4827.536621
	Iteration 154Q: 3 clusters Score -2127550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2127548.750000 Penalty: 4827.536621
	Iteration 155Q: 3 clusters Score -2127549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2127550.750000 Penalty: 4827.536621
	Iteration 156Q: 3 clusters Score -2127551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2127551.000000 Penalty: 4827.536621
	Iteration 157Q: 3 clusters Score -2127551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2127553.250000 Penalty: 4827.536621
	Iteration 158Q: 3 clusters Score -2127553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2127550.750000 Penalty: 4827.536621
	Iteration 159Q: 3 clusters Score -2127551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2127555.000000 Penalty: 4827.536621
	Iteration 160F: 3 clusters Score -2127555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2127556.500000 Penalty: 4827.536621
	Iteration 161Q: 3 clusters Score -2127556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2127556.500000 Penalty: 4827.536621
	Iteration 162F: 3 clusters Score -2127556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Entering Unmasked Estep 
Score: -7340544.500000 Penalty: 2718.220215
	Iteration 0F: 2 clusters Score -7340544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7301854.500000 Penalty: 5436.440430
	Iteration 0F: 3 clusters Score -7301854 nChanged 26780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -7317348.000000 Penalty: 5436.440430
	Iteration 1F: 3 clusters Score -7317348 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -7318594.000000 Penalty: 5436.440430
	Iteration 2F: 3 clusters Score -7318594 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7320066.000000 Penalty: 5436.440430
	Iteration 3F: 3 clusters Score -7320066 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7321676.000000 Penalty: 5436.440430
	Iteration 4F: 3 clusters Score -7321676 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7323200.000000 Penalty: 5436.440430
	Iteration 5F: 3 clusters Score -7323200 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7324739.500000 Penalty: 5436.440430
	Iteration 6F: 3 clusters Score -7324740 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -7326297.000000 Penalty: 5436.440430
	Iteration 7F: 3 clusters Score -7326297 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -7327747.500000 Penalty: 5436.440430
	Iteration 8Q: 3 clusters Score -7327748 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7329149.000000 Penalty: 5436.440430
	Iteration 9Q: 3 clusters Score -7329149 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7330188.000000 Penalty: 5436.440430
	Iteration 10Q: 3 clusters Score -7330188 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7330816.500000 Penalty: 5436.440430
	Iteration 11Q: 3 clusters Score -7330816 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7331146.000000 Penalty: 5436.440430
	Iteration 12Q: 3 clusters Score -7331146 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7331361.000000 Penalty: 5436.440430
	Iteration 13Q: 3 clusters Score -7331361 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7331471.000000 Penalty: 5436.440430
	Iteration 14Q: 3 clusters Score -7331471 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -7331605.000000 Penalty: 5436.440430
	Iteration 15Q: 3 clusters Score -7331605 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -7331693.500000 Penalty: 5436.440430
	Iteration 16Q: 3 clusters Score -7331694 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -7331777.500000 Penalty: 5436.440430
	Iteration 17Q: 3 clusters Score -7331778 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7331841.000000 Penalty: 5436.440430
	Iteration 18Q: 3 clusters Score -7331841 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -7331923.500000 Penalty: 5436.440430
	Iteration 19Q: 3 clusters Score -7331924 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -7332044.000000 Penalty: 5436.440430
	Iteration 20F: 3 clusters Score -7332044 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -7332115.500000 Penalty: 5436.440430
	Iteration 21Q: 3 clusters Score -7332116 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -7332205.000000 Penalty: 5436.440430
	Iteration 22Q: 3 clusters Score -7332205 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7332332.500000 Penalty: 5436.440430
	Iteration 23Q: 3 clusters Score -7332332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7332432.000000 Penalty: 5436.440430
	Iteration 24Q: 3 clusters Score -7332432 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7332509.500000 Penalty: 5436.440430
	Iteration 25Q: 3 clusters Score -7332510 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7332611.000000 Penalty: 5436.440430
	Iteration 26Q: 3 clusters Score -7332611 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7332690.500000 Penalty: 5436.440430
	Iteration 27Q: 3 clusters Score -7332690 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -7332775.000000 Penalty: 5436.440430
	Iteration 28Q: 3 clusters Score -7332775 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7332862.000000 Penalty: 5436.440430
	Iteration 29Q: 3 clusters Score -7332862 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7332983.000000 Penalty: 5436.440430
	Iteration 30Q: 3 clusters Score -7332983 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7333101.500000 Penalty: 5436.440430
	Iteration 31Q: 3 clusters Score -7333102 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -7333243.500000 Penalty: 5436.440430
	Iteration 32Q: 3 clusters Score -7333244 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7333422.000000 Penalty: 5436.440430
	Iteration 33Q: 3 clusters Score -7333422 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7333569.000000 Penalty: 5436.440430
	Iteration 34Q: 3 clusters Score -7333569 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -7333735.500000 Penalty: 5436.440430
	Iteration 35Q: 3 clusters Score -7333736 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7333938.000000 Penalty: 5436.440430
	Iteration 36Q: 3 clusters Score -7333938 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -7334113.000000 Penalty: 5436.440430
	Iteration 37Q: 3 clusters Score -7334113 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -7334329.000000 Penalty: 5436.440430
	Iteration 38Q: 3 clusters Score -7334329 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -7334498.500000 Penalty: 5436.440430
	Iteration 39Q: 3 clusters Score -7334498 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -7334675.500000 Penalty: 5436.440430
	Iteration 40F: 3 clusters Score -7334676 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -7334877.000000 Penalty: 5436.440430
	Iteration 41Q: 3 clusters Score -7334877 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -7335140.000000 Penalty: 5436.440430
	Iteration 42Q: 3 clusters Score -7335140 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -7335323.500000 Penalty: 5436.440430
	Iteration 43Q: 3 clusters Score -7335324 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -7335543.500000 Penalty: 5436.440430
	Iteration 44Q: 3 clusters Score -7335544 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -7335788.000000 Penalty: 5436.440430
	Iteration 45Q: 3 clusters Score -7335788 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -7335937.500000 Penalty: 5436.440430
	Iteration 46Q: 3 clusters Score -7335938 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -7336149.000000 Penalty: 5436.440430
	Iteration 47Q: 3 clusters Score -7336149 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -7336303.000000 Penalty: 5436.440430
	Iteration 48Q: 3 clusters Score -7336303 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -7336521.000000 Penalty: 5436.440430
	Iteration 49Q: 3 clusters Score -7336521 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -7336738.500000 Penalty: 5436.440430
	Iteration 50Q: 3 clusters Score -7336738 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -7336968.000000 Penalty: 5436.440430
	Iteration 51Q: 3 clusters Score -7336968 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -7337208.000000 Penalty: 5436.440430
	Iteration 52Q: 3 clusters Score -7337208 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -7337430.500000 Penalty: 5436.440430
	Iteration 53Q: 3 clusters Score -7337430 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -7337671.000000 Penalty: 5436.440430
	Iteration 54Q: 3 clusters Score -7337671 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -7337869.000000 Penalty: 5436.440430
	Iteration 55Q: 3 clusters Score -7337869 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -7338031.000000 Penalty: 5436.440430
	Iteration 56Q: 3 clusters Score -7338031 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7338220.000000 Penalty: 5436.440430
	Iteration 57Q: 3 clusters Score -7338220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -7338349.000000 Penalty: 5436.440430
	Iteration 58Q: 3 clusters Score -7338349 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -7338500.000000 Penalty: 5436.440430
	Iteration 59Q: 3 clusters Score -7338500 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -7338597.500000 Penalty: 5436.440430
	Iteration 60F: 3 clusters Score -7338598 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7338699.000000 Penalty: 5436.440430
	Iteration 61Q: 3 clusters Score -7338699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7338779.000000 Penalty: 5436.440430
	Iteration 62Q: 3 clusters Score -7338779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -7338808.500000 Penalty: 5436.440430
	Iteration 63Q: 3 clusters Score -7338808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7338852.500000 Penalty: 5436.440430
	Iteration 64Q: 3 clusters Score -7338852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -7338856.500000 Penalty: 5436.440430
	Iteration 65Q: 3 clusters Score -7338856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -7338882.500000 Penalty: 5436.440430
	Iteration 66Q: 3 clusters Score -7338882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -7338894.000000 Penalty: 5436.440430
	Iteration 67Q: 3 clusters Score -7338894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -7338896.500000 Penalty: 5436.440430
	Iteration 68Q: 3 clusters Score -7338896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -7338914.000000 Penalty: 5436.440430
	Iteration 69Q: 3 clusters Score -7338914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -7338917.500000 Penalty: 5436.440430
	Iteration 70Q: 3 clusters Score -7338918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -7338923.000000 Penalty: 5436.440430
	Iteration 71Q: 3 clusters Score -7338923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -7338927.000000 Penalty: 5436.440430
	Iteration 72Q: 3 clusters Score -7338927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -7338924.500000 Penalty: 5436.440430
	Iteration 73Q: 3 clusters Score -7338924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7338941.500000 Penalty: 5436.440430
	Iteration 74Q: 3 clusters Score -7338942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7338943.500000 Penalty: 5436.440430
	Iteration 75Q: 3 clusters Score -7338944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -7338939.500000 Penalty: 5436.440430
	Iteration 76Q: 3 clusters Score -7338940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7338942.000000 Penalty: 5436.440430
	Iteration 77Q: 3 clusters Score -7338942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7338957.000000 Penalty: 5436.440430
	Iteration 78Q: 3 clusters Score -7338957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -7338959.500000 Penalty: 5436.440430
	Iteration 79Q: 3 clusters Score -7338960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7338960.000000 Penalty: 5436.440430
	Iteration 80F: 3 clusters Score -7338960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7338968.000000 Penalty: 5436.440430
	Iteration 81Q: 3 clusters Score -7338968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7338964.500000 Penalty: 5436.440430
	Iteration 82Q: 3 clusters Score -7338964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7338964.500000 Penalty: 5436.440430
	Iteration 83F: 3 clusters Score -7338964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129358 members 
Entering Unmasked Estep 
Score: -17500112.000000 Penalty: 2919.044189
	Iteration 0F: 2 clusters Score -1.750011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -17414348.000000 Penalty: 5838.088379
	Iteration 0F: 3 clusters Score -1.741435e+07 nChanged 61840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -17449980.000000 Penalty: 5838.088379
	Iteration 1F: 3 clusters Score -1.744998e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -17451384.000000 Penalty: 5838.088379
	Iteration 2Q: 3 clusters Score -1.745138e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -17453326.000000 Penalty: 5838.088379
	Iteration 3Q: 3 clusters Score -1.745333e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -17456156.000000 Penalty: 5838.088379
	Iteration 4Q: 3 clusters Score -1.745616e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -17460680.000000 Penalty: 5838.088379
	Iteration 5F: 3 clusters Score -1.746068e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -17466850.000000 Penalty: 5838.088379
	Iteration 6F: 3 clusters Score -1.746685e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -17474840.000000 Penalty: 5838.088379
	Iteration 7F: 3 clusters Score -1.747484e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -17482002.000000 Penalty: 5838.088379
	Iteration 8F: 3 clusters Score -1.7482e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -17486290.000000 Penalty: 5838.088379
	Iteration 9F: 3 clusters Score -1.748629e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -17488400.000000 Penalty: 5838.088379
	Iteration 10Q: 3 clusters Score -1.74884e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -17489544.000000 Penalty: 5838.088379
	Iteration 11Q: 3 clusters Score -1.748954e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -17490294.000000 Penalty: 5838.088379
	Iteration 12Q: 3 clusters Score -1.749029e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -17490924.000000 Penalty: 5838.088379
	Iteration 13Q: 3 clusters Score -1.749092e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -17491468.000000 Penalty: 5838.088379
	Iteration 14Q: 3 clusters Score -1.749147e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -17491982.000000 Penalty: 5838.088379
	Iteration 15Q: 3 clusters Score -1.749198e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -17492512.000000 Penalty: 5838.088379
	Iteration 16Q: 3 clusters Score -1.749251e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -17492916.000000 Penalty: 5838.088379
	Iteration 17Q: 3 clusters Score -1.749292e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -17493442.000000 Penalty: 5838.088379
	Iteration 18Q: 3 clusters Score -1.749344e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -17493982.000000 Penalty: 5838.088379
	Iteration 19Q: 3 clusters Score -1.749398e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -17494392.000000 Penalty: 5838.088379
	Iteration 20F: 3 clusters Score -1.749439e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -17494710.000000 Penalty: 5838.088379
	Iteration 21Q: 3 clusters Score -1.749471e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -17495158.000000 Penalty: 5838.088379
	Iteration 22Q: 3 clusters Score -1.749516e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -17495454.000000 Penalty: 5838.088379
	Iteration 23Q: 3 clusters Score -1.749545e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -17495776.000000 Penalty: 5838.088379
	Iteration 24Q: 3 clusters Score -1.749578e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -17496046.000000 Penalty: 5838.088379
	Iteration 25Q: 3 clusters Score -1.749605e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -17496252.000000 Penalty: 5838.088379
	Iteration 26Q: 3 clusters Score -1.749625e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119121 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -17496482.000000 Penalty: 5838.088379
	Iteration 27Q: 3 clusters Score -1.749648e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -17496732.000000 Penalty: 5838.088379
	Iteration 28Q: 3 clusters Score -1.749673e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -17496926.000000 Penalty: 5838.088379
	Iteration 29Q: 3 clusters Score -1.749693e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -17497012.000000 Penalty: 5838.088379
	Iteration 30Q: 3 clusters Score -1.749701e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -17497098.000000 Penalty: 5838.088379
	Iteration 31Q: 3 clusters Score -1.74971e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -17497210.000000 Penalty: 5838.088379
	Iteration 32Q: 3 clusters Score -1.749721e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -17497340.000000 Penalty: 5838.088379
	Iteration 33Q: 3 clusters Score -1.749734e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -17497456.000000 Penalty: 5838.088379
	Iteration 34Q: 3 clusters Score -1.749746e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123501 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -17497520.000000 Penalty: 5838.088379
	Iteration 35Q: 3 clusters Score -1.749752e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -17497576.000000 Penalty: 5838.088379
	Iteration 36Q: 3 clusters Score -1.749758e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -17497652.000000 Penalty: 5838.088379
	Iteration 37Q: 3 clusters Score -1.749765e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -17497756.000000 Penalty: 5838.088379
	Iteration 38Q: 3 clusters Score -1.749776e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -17497824.000000 Penalty: 5838.088379
	Iteration 39Q: 3 clusters Score -1.749782e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125005 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -17497884.000000 Penalty: 5838.088379
	Iteration 40F: 3 clusters Score -1.749788e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -17497936.000000 Penalty: 5838.088379
	Iteration 41Q: 3 clusters Score -1.749794e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -17497920.000000 Penalty: 5838.088379
	Iteration 42Q: 3 clusters Score -1.749792e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -17497942.000000 Penalty: 5838.088379
	Iteration 43Q: 3 clusters Score -1.749794e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125817 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -17497974.000000 Penalty: 5838.088379
	Iteration 44Q: 3 clusters Score -1.749797e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125953 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -17497990.000000 Penalty: 5838.088379
	Iteration 45Q: 3 clusters Score -1.749799e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126067 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -17497974.000000 Penalty: 5838.088379
	Iteration 46Q: 3 clusters Score -1.749797e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -17497966.000000 Penalty: 5838.088379
	Iteration 47Q: 3 clusters Score -1.749797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -17498010.000000 Penalty: 5838.088379
	Iteration 48Q: 3 clusters Score -1.749801e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -17498054.000000 Penalty: 5838.088379
	Iteration 49Q: 3 clusters Score -1.749805e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126418 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -17498064.000000 Penalty: 5838.088379
	Iteration 50Q: 3 clusters Score -1.749806e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17498076.000000 Penalty: 5838.088379
	Iteration 51Q: 3 clusters Score -1.749808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -17498116.000000 Penalty: 5838.088379
	Iteration 52Q: 3 clusters Score -1.749812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -17498120.000000 Penalty: 5838.088379
	Iteration 53Q: 3 clusters Score -1.749812e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17498130.000000 Penalty: 5838.088379
	Iteration 54Q: 3 clusters Score -1.749813e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17498146.000000 Penalty: 5838.088379
	Iteration 55Q: 3 clusters Score -1.749815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17498170.000000 Penalty: 5838.088379
	Iteration 56Q: 3 clusters Score -1.749817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126862 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17498174.000000 Penalty: 5838.088379
	Iteration 57Q: 3 clusters Score -1.749817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17498154.000000 Penalty: 5838.088379
	Iteration 58Q: 3 clusters Score -1.749815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -17498154.000000 Penalty: 5838.088379
	Iteration 59Q: 3 clusters Score -1.749815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126978 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -17498150.000000 Penalty: 5838.088379
	Iteration 60F: 3 clusters Score -1.749815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -17498154.000000 Penalty: 5838.088379
	Iteration 61Q: 3 clusters Score -1.749815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -17498150.000000 Penalty: 5838.088379
	Iteration 62Q: 3 clusters Score -1.749815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17498150.000000 Penalty: 5838.088379
	Iteration 63Q: 3 clusters Score -1.749815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -17498144.000000 Penalty: 5838.088379
	Iteration 64Q: 3 clusters Score -1.749814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -17498170.000000 Penalty: 5838.088379
	Iteration 65Q: 3 clusters Score -1.749817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17498172.000000 Penalty: 5838.088379
	Iteration 66Q: 3 clusters Score -1.749817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17498146.000000 Penalty: 5838.088379
	Iteration 67Q: 3 clusters Score -1.749815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -17498166.000000 Penalty: 5838.088379
	Iteration 68Q: 3 clusters Score -1.749817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17498172.000000 Penalty: 5838.088379
	Iteration 69Q: 3 clusters Score -1.749817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17498152.000000 Penalty: 5838.088379
	Iteration 70Q: 3 clusters Score -1.749815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17498180.000000 Penalty: 5838.088379
	Iteration 71Q: 3 clusters Score -1.749818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17498166.000000 Penalty: 5838.088379
	Iteration 72Q: 3 clusters Score -1.749817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17498176.000000 Penalty: 5838.088379
	Iteration 73Q: 3 clusters Score -1.749818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17498170.000000 Penalty: 5838.088379
	Iteration 74Q: 3 clusters Score -1.749817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127257 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17498166.000000 Penalty: 5838.088379
	Iteration 75Q: 3 clusters Score -1.749817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127283 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17498162.000000 Penalty: 5838.088379
	Iteration 76Q: 3 clusters Score -1.749816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127311 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -17498186.000000 Penalty: 5838.088379
	Iteration 77Q: 3 clusters Score -1.749819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17498186.000000 Penalty: 5838.088379
	Iteration 78Q: 3 clusters Score -1.749819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17498196.000000 Penalty: 5838.088379
	Iteration 79Q: 3 clusters Score -1.74982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17498214.000000 Penalty: 5838.088379
	Iteration 80F: 3 clusters Score -1.749821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17498224.000000 Penalty: 5838.088379
	Iteration 81Q: 3 clusters Score -1.749822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -17498238.000000 Penalty: 5838.088379
	Iteration 82Q: 3 clusters Score -1.749824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17498236.000000 Penalty: 5838.088379
	Iteration 83Q: 3 clusters Score -1.749824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17498222.000000 Penalty: 5838.088379
	Iteration 84Q: 3 clusters Score -1.749822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17498216.000000 Penalty: 5838.088379
	Iteration 85Q: 3 clusters Score -1.749822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -17498230.000000 Penalty: 5838.088379
	Iteration 86Q: 3 clusters Score -1.749823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127458 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -17498214.000000 Penalty: 5838.088379
	Iteration 87Q: 3 clusters Score -1.749821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -17498222.000000 Penalty: 5838.088379
	Iteration 88Q: 3 clusters Score -1.749822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -17498218.000000 Penalty: 5838.088379
	Iteration 89Q: 3 clusters Score -1.749822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17498216.000000 Penalty: 5838.088379
	Iteration 90Q: 3 clusters Score -1.749822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17498220.000000 Penalty: 5838.088379
	Iteration 91Q: 3 clusters Score -1.749822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17498222.000000 Penalty: 5838.088379
	Iteration 92Q: 3 clusters Score -1.749822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17498232.000000 Penalty: 5838.088379
	Iteration 93Q: 3 clusters Score -1.749823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -17498236.000000 Penalty: 5838.088379
	Iteration 94Q: 3 clusters Score -1.749824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17498238.000000 Penalty: 5838.088379
	Iteration 95Q: 3 clusters Score -1.749824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -17498238.000000 Penalty: 5838.088379
	Iteration 96F: 3 clusters Score -1.749824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1878262.750000 Penalty: 2362.942627
	Iteration 0F: 2 clusters Score -1878263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1868264.250000 Penalty: 4725.885254
	Iteration 0F: 3 clusters Score -1868264 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1871462.000000 Penalty: 4725.885254
	Iteration 1F: 3 clusters Score -1871462 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1871867.625000 Penalty: 4725.885254
	Iteration 2F: 3 clusters Score -1871868 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1872183.625000 Penalty: 4725.885254
	Iteration 3F: 3 clusters Score -1872184 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1872426.125000 Penalty: 4725.885254
	Iteration 4Q: 3 clusters Score -1872426 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1872627.625000 Penalty: 4725.885254
	Iteration 5Q: 3 clusters Score -1872628 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1872802.500000 Penalty: 4725.885254
	Iteration 6Q: 3 clusters Score -1872802 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1872959.250000 Penalty: 4725.885254
	Iteration 7Q: 3 clusters Score -1872959 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1873092.250000 Penalty: 4725.885254
	Iteration 8Q: 3 clusters Score -1873092 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1873199.625000 Penalty: 4725.885254
	Iteration 9Q: 3 clusters Score -1873200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1873302.750000 Penalty: 4725.885254
	Iteration 10Q: 3 clusters Score -1873303 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1873431.500000 Penalty: 4725.885254
	Iteration 11Q: 3 clusters Score -1873432 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1873577.375000 Penalty: 4725.885254
	Iteration 12Q: 3 clusters Score -1873577 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1873735.000000 Penalty: 4725.885254
	Iteration 13Q: 3 clusters Score -1873735 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1873917.750000 Penalty: 4725.885254
	Iteration 14Q: 3 clusters Score -1873918 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1874141.875000 Penalty: 4725.885254
	Iteration 15Q: 3 clusters Score -1874142 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1874423.000000 Penalty: 4725.885254
	Iteration 16Q: 3 clusters Score -1874423 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1874700.375000 Penalty: 4725.885254
	Iteration 17Q: 3 clusters Score -1874700 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1874977.750000 Penalty: 4725.885254
	Iteration 18Q: 3 clusters Score -1874978 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1875236.375000 Penalty: 4725.885254
	Iteration 19Q: 3 clusters Score -1875236 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1875436.125000 Penalty: 4725.885254
	Iteration 20F: 3 clusters Score -1875436 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1875605.500000 Penalty: 4725.885254
	Iteration 21Q: 3 clusters Score -1875606 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1875726.000000 Penalty: 4725.885254
	Iteration 22Q: 3 clusters Score -1875726 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1875819.500000 Penalty: 4725.885254
	Iteration 23Q: 3 clusters Score -1875820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1875904.125000 Penalty: 4725.885254
	Iteration 24Q: 3 clusters Score -1875904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1875968.500000 Penalty: 4725.885254
	Iteration 25Q: 3 clusters Score -1875968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1876026.000000 Penalty: 4725.885254
	Iteration 26Q: 3 clusters Score -1876026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1876080.875000 Penalty: 4725.885254
	Iteration 27Q: 3 clusters Score -1876081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1876118.375000 Penalty: 4725.885254
	Iteration 28Q: 3 clusters Score -1876118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1876159.000000 Penalty: 4725.885254
	Iteration 29Q: 3 clusters Score -1876159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1876186.000000 Penalty: 4725.885254
	Iteration 30Q: 3 clusters Score -1876186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1876202.875000 Penalty: 4725.885254
	Iteration 31Q: 3 clusters Score -1876203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1876215.875000 Penalty: 4725.885254
	Iteration 32Q: 3 clusters Score -1876216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1876223.750000 Penalty: 4725.885254
	Iteration 33Q: 3 clusters Score -1876224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1876233.375000 Penalty: 4725.885254
	Iteration 34Q: 3 clusters Score -1876233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1876246.625000 Penalty: 4725.885254
	Iteration 35Q: 3 clusters Score -1876247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1876257.625000 Penalty: 4725.885254
	Iteration 36Q: 3 clusters Score -1876258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1876262.625000 Penalty: 4725.885254
	Iteration 37Q: 3 clusters Score -1876263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1876270.500000 Penalty: 4725.885254
	Iteration 38Q: 3 clusters Score -1876270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1876272.750000 Penalty: 4725.885254
	Iteration 39Q: 3 clusters Score -1876273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1876279.000000 Penalty: 4725.885254
	Iteration 40F: 3 clusters Score -1876279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1876279.625000 Penalty: 4725.885254
	Iteration 41Q: 3 clusters Score -1876280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1876278.250000 Penalty: 4725.885254
	Iteration 42Q: 3 clusters Score -1876278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1876280.500000 Penalty: 4725.885254
	Iteration 43Q: 3 clusters Score -1876280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1876287.125000 Penalty: 4725.885254
	Iteration 44Q: 3 clusters Score -1876287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1876292.875000 Penalty: 4725.885254
	Iteration 45Q: 3 clusters Score -1876293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1876296.625000 Penalty: 4725.885254
	Iteration 46Q: 3 clusters Score -1876297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1876305.125000 Penalty: 4725.885254
	Iteration 47Q: 3 clusters Score -1876305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1876306.000000 Penalty: 4725.885254
	Iteration 48Q: 3 clusters Score -1876306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1876316.250000 Penalty: 4725.885254
	Iteration 49Q: 3 clusters Score -1876316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1876321.875000 Penalty: 4725.885254
	Iteration 50Q: 3 clusters Score -1876322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1876331.500000 Penalty: 4725.885254
	Iteration 51Q: 3 clusters Score -1876332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1876337.500000 Penalty: 4725.885254
	Iteration 52Q: 3 clusters Score -1876338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1876341.250000 Penalty: 4725.885254
	Iteration 53Q: 3 clusters Score -1876341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1876347.000000 Penalty: 4725.885254
	Iteration 54Q: 3 clusters Score -1876347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1876354.000000 Penalty: 4725.885254
	Iteration 55Q: 3 clusters Score -1876354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1876361.750000 Penalty: 4725.885254
	Iteration 56Q: 3 clusters Score -1876362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1876361.500000 Penalty: 4725.885254
	Iteration 57Q: 3 clusters Score -1876362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1876360.625000 Penalty: 4725.885254
	Iteration 58Q: 3 clusters Score -1876361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1876366.500000 Penalty: 4725.885254
	Iteration 59Q: 3 clusters Score -1876366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1876367.875000 Penalty: 4725.885254
	Iteration 60F: 3 clusters Score -1876368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1876371.375000 Penalty: 4725.885254
	Iteration 61Q: 3 clusters Score -1876371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1876375.000000 Penalty: 4725.885254
	Iteration 62Q: 3 clusters Score -1876375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1876379.000000 Penalty: 4725.885254
	Iteration 63Q: 3 clusters Score -1876379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1876378.750000 Penalty: 4725.885254
	Iteration 64Q: 3 clusters Score -1876379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1876383.375000 Penalty: 4725.885254
	Iteration 65Q: 3 clusters Score -1876383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1876388.000000 Penalty: 4725.885254
	Iteration 66Q: 3 clusters Score -1876388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1876387.375000 Penalty: 4725.885254
	Iteration 67Q: 3 clusters Score -1876387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1876388.750000 Penalty: 4725.885254
	Iteration 68Q: 3 clusters Score -1876389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1876387.750000 Penalty: 4725.885254
	Iteration 69Q: 3 clusters Score -1876388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1876388.500000 Penalty: 4725.885254
	Iteration 70Q: 3 clusters Score -1876388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1876393.000000 Penalty: 4725.885254
	Iteration 71Q: 3 clusters Score -1876393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1876392.125000 Penalty: 4725.885254
	Iteration 72Q: 3 clusters Score -1876392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1876389.750000 Penalty: 4725.885254
	Iteration 73Q: 3 clusters Score -1876390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1876389.750000 Penalty: 4725.885254
	Iteration 74F: 3 clusters Score -1876390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -147484.796875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -147484.8 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 559 members 
Entering Unmasked Estep 
Score: -145493.468750 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -145493.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145793.671875 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -145793.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145902.828125 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -145902.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145953.984375 Penalty: 3469.899902
	Iteration 3Q: 3 clusters Score -145954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145971.078125 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -145971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145987.375000 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -145987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145997.468750 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -145997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -146004.828125 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -146004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -146007.812500 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -146007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -146010.531250 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -146010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146014.937500 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -146014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146017.687500 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -146017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -146017.828125 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -146017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146018.796875 Penalty: 3469.899902
	Iteration 13Q: 3 clusters Score -146018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146018.796875 Penalty: 3469.899902
	Iteration 14F: 3 clusters Score -146018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -183701.828125 Penalty: 1805.612915
	Iteration 0F: 2 clusters Score -183701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -181437.875000 Penalty: 3611.225830
	Iteration 0F: 3 clusters Score -181437.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -181791.375000 Penalty: 3611.225830
	Iteration 1F: 3 clusters Score -181791.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -181906.546875 Penalty: 3611.225830
	Iteration 2F: 3 clusters Score -181906.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181994.781250 Penalty: 3611.225830
	Iteration 3Q: 3 clusters Score -181994.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182079.093750 Penalty: 3611.225830
	Iteration 4Q: 3 clusters Score -182079.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182110.968750 Penalty: 3611.225830
	Iteration 5Q: 3 clusters Score -182111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182132.781250 Penalty: 3611.225830
	Iteration 6Q: 3 clusters Score -182132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -182143.781250 Penalty: 3611.225830
	Iteration 7Q: 3 clusters Score -182143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182160.984375 Penalty: 3611.225830
	Iteration 8Q: 3 clusters Score -182161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -182169.656250 Penalty: 3611.225830
	Iteration 9Q: 3 clusters Score -182169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -182186.406250 Penalty: 3611.225830
	Iteration 10Q: 3 clusters Score -182186.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -182201.531250 Penalty: 3611.225830
	Iteration 11Q: 3 clusters Score -182201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -182208.625000 Penalty: 3611.225830
	Iteration 12Q: 3 clusters Score -182208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182213.718750 Penalty: 3611.225830
	Iteration 13Q: 3 clusters Score -182213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -182216.671875 Penalty: 3611.225830
	Iteration 14Q: 3 clusters Score -182216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -182218.187500 Penalty: 3611.225830
	Iteration 15Q: 3 clusters Score -182218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182220.343750 Penalty: 3611.225830
	Iteration 16Q: 3 clusters Score -182220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182222.437500 Penalty: 3611.225830
	Iteration 17Q: 3 clusters Score -182222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182226.875000 Penalty: 3611.225830
	Iteration 18Q: 3 clusters Score -182226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182227.687500 Penalty: 3611.225830
	Iteration 19Q: 3 clusters Score -182227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182227.687500 Penalty: 3611.225830
	Iteration 20F: 3 clusters Score -182227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Entering Unmasked Estep 
Score: -12789584.000000 Penalty: 2838.977783
	Iteration 0F: 2 clusters Score -1.278958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -12727282.000000 Penalty: 5677.955566
	Iteration 0F: 3 clusters Score -1.272728e+07 nChanged 44158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -12752258.000000 Penalty: 5677.955566
	Iteration 1F: 3 clusters Score -1.275226e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -12752925.000000 Penalty: 5677.955566
	Iteration 2Q: 3 clusters Score -1.275292e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -12753736.000000 Penalty: 5677.955566
	Iteration 3Q: 3 clusters Score -1.275374e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -12754854.000000 Penalty: 5677.955566
	Iteration 4Q: 3 clusters Score -1.275485e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -12756673.000000 Penalty: 5677.955566
	Iteration 5Q: 3 clusters Score -1.275667e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -12759400.000000 Penalty: 5677.955566
	Iteration 6F: 3 clusters Score -1.27594e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -12763001.000000 Penalty: 5677.955566
	Iteration 7F: 3 clusters Score -1.2763e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -12766992.000000 Penalty: 5677.955566
	Iteration 8F: 3 clusters Score -1.276699e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -12770949.000000 Penalty: 5677.955566
	Iteration 9F: 3 clusters Score -1.277095e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -12774314.000000 Penalty: 5677.955566
	Iteration 10F: 3 clusters Score -1.277431e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -12776927.000000 Penalty: 5677.955566
	Iteration 11Q: 3 clusters Score -1.277693e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -12779207.000000 Penalty: 5677.955566
	Iteration 12Q: 3 clusters Score -1.277921e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -12781187.000000 Penalty: 5677.955566
	Iteration 13Q: 3 clusters Score -1.278119e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -12782999.000000 Penalty: 5677.955566
	Iteration 14Q: 3 clusters Score -1.2783e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -12784563.000000 Penalty: 5677.955566
	Iteration 15Q: 3 clusters Score -1.278456e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12785589.000000 Penalty: 5677.955566
	Iteration 16Q: 3 clusters Score -1.278559e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12786230.000000 Penalty: 5677.955566
	Iteration 17Q: 3 clusters Score -1.278623e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12786586.000000 Penalty: 5677.955566
	Iteration 18Q: 3 clusters Score -1.278659e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12786744.000000 Penalty: 5677.955566
	Iteration 19Q: 3 clusters Score -1.278674e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12786835.000000 Penalty: 5677.955566
	Iteration 20F: 3 clusters Score -1.278684e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12786888.000000 Penalty: 5677.955566
	Iteration 21Q: 3 clusters Score -1.278689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12786939.000000 Penalty: 5677.955566
	Iteration 22Q: 3 clusters Score -1.278694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12786961.000000 Penalty: 5677.955566
	Iteration 23Q: 3 clusters Score -1.278696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12786986.000000 Penalty: 5677.955566
	Iteration 24Q: 3 clusters Score -1.278699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12787016.000000 Penalty: 5677.955566
	Iteration 25Q: 3 clusters Score -1.278702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12787044.000000 Penalty: 5677.955566
	Iteration 26Q: 3 clusters Score -1.278704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12787058.000000 Penalty: 5677.955566
	Iteration 27Q: 3 clusters Score -1.278706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12787058.000000 Penalty: 5677.955566
	Iteration 28Q: 3 clusters Score -1.278706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12787073.000000 Penalty: 5677.955566
	Iteration 29Q: 3 clusters Score -1.278707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12787082.000000 Penalty: 5677.955566
	Iteration 30Q: 3 clusters Score -1.278708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12787092.000000 Penalty: 5677.955566
	Iteration 31Q: 3 clusters Score -1.278709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12787094.000000 Penalty: 5677.955566
	Iteration 32Q: 3 clusters Score -1.278709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12787086.000000 Penalty: 5677.955566
	Iteration 33Q: 3 clusters Score -1.278709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12787090.000000 Penalty: 5677.955566
	Iteration 34Q: 3 clusters Score -1.278709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12787095.000000 Penalty: 5677.955566
	Iteration 35Q: 3 clusters Score -1.27871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12787102.000000 Penalty: 5677.955566
	Iteration 36Q: 3 clusters Score -1.27871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12787101.000000 Penalty: 5677.955566
	Iteration 37Q: 3 clusters Score -1.27871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12787098.000000 Penalty: 5677.955566
	Iteration 38Q: 3 clusters Score -1.27871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12787109.000000 Penalty: 5677.955566
	Iteration 39Q: 3 clusters Score -1.278711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12787104.000000 Penalty: 5677.955566
	Iteration 40F: 3 clusters Score -1.27871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12787106.000000 Penalty: 5677.955566
	Iteration 41Q: 3 clusters Score -1.278711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12787108.000000 Penalty: 5677.955566
	Iteration 42Q: 3 clusters Score -1.278711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12787106.000000 Penalty: 5677.955566
	Iteration 43Q: 3 clusters Score -1.278711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12787110.000000 Penalty: 5677.955566
	Iteration 44Q: 3 clusters Score -1.278711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12787113.000000 Penalty: 5677.955566
	Iteration 45Q: 3 clusters Score -1.278711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12787113.000000 Penalty: 5677.955566
	Iteration 46F: 3 clusters Score -1.278711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -64717.703125 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -64717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63248.945312 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -63248.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63508.156250 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -63508.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63632.675781 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -63632.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63739.882812 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -63739.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63884.847656 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -63884.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64128.281250 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -64128.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -64254.378906 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -64254.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64303.507812 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -64303.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64341.757812 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -64341.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64371.566406 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -64371.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64416.277344 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -64416.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -64432.531250 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -64432.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64444.566406 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -64444.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64451.187500 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -64451.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64454.695312 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -64454.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64454.695312 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -64454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Entering Unmasked Estep 
Score: -5049640.000000 Penalty: 2611.589111
	Iteration 0F: 2 clusters Score -5049640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5024340.000000 Penalty: 5223.178223
	Iteration 0F: 3 clusters Score -5024340 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -5033446.000000 Penalty: 5223.178223
	Iteration 1F: 3 clusters Score -5033446 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5033921.000000 Penalty: 5223.178223
	Iteration 2Q: 3 clusters Score -5033921 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5034371.000000 Penalty: 5223.178223
	Iteration 3Q: 3 clusters Score -5034371 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5034910.000000 Penalty: 5223.178223
	Iteration 4Q: 3 clusters Score -5034910 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -5035549.000000 Penalty: 5223.178223
	Iteration 5Q: 3 clusters Score -5035549 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -5036389.000000 Penalty: 5223.178223
	Iteration 6Q: 3 clusters Score -5036389 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5037564.500000 Penalty: 5223.178223
	Iteration 7F: 3 clusters Score -5037564 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -5039240.000000 Penalty: 5223.178223
	Iteration 8F: 3 clusters Score -5039240 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5041357.000000 Penalty: 5223.178223
	Iteration 9F: 3 clusters Score -5041357 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5043443.000000 Penalty: 5223.178223
	Iteration 10F: 3 clusters Score -5043443 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5045141.000000 Penalty: 5223.178223
	Iteration 11Q: 3 clusters Score -5045141 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5046330.000000 Penalty: 5223.178223
	Iteration 12Q: 3 clusters Score -5046330 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5046886.500000 Penalty: 5223.178223
	Iteration 13Q: 3 clusters Score -5046886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -5047109.000000 Penalty: 5223.178223
	Iteration 14Q: 3 clusters Score -5047109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5047209.500000 Penalty: 5223.178223
	Iteration 15Q: 3 clusters Score -5047210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5047280.500000 Penalty: 5223.178223
	Iteration 16Q: 3 clusters Score -5047280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5047323.000000 Penalty: 5223.178223
	Iteration 17Q: 3 clusters Score -5047323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5047343.500000 Penalty: 5223.178223
	Iteration 18Q: 3 clusters Score -5047344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5047356.500000 Penalty: 5223.178223
	Iteration 19Q: 3 clusters Score -5047356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5047368.500000 Penalty: 5223.178223
	Iteration 20F: 3 clusters Score -5047368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5047375.000000 Penalty: 5223.178223
	Iteration 21Q: 3 clusters Score -5047375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5047377.000000 Penalty: 5223.178223
	Iteration 22Q: 3 clusters Score -5047377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5047377.500000 Penalty: 5223.178223
	Iteration 23Q: 3 clusters Score -5047378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5047379.500000 Penalty: 5223.178223
	Iteration 24Q: 3 clusters Score -5047380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5047388.000000 Penalty: 5223.178223
	Iteration 25Q: 3 clusters Score -5047388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5047386.500000 Penalty: 5223.178223
	Iteration 26Q: 3 clusters Score -5047386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5047387.500000 Penalty: 5223.178223
	Iteration 27Q: 3 clusters Score -5047388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5047387.500000 Penalty: 5223.178223
	Iteration 28F: 3 clusters Score -5047388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -90540.304688 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -90540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88885.140625 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -88885.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89125.585938 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -89125.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89211.164062 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -89211.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89260.601562 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -89260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89297.023438 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -89297.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89310.320312 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -89310.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89315.523438 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -89315.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89316.328125 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -89316.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89316.328125 Penalty: 3248.626709
	Iteration 8F: 3 clusters Score -89316.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 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 438 members 
Entering Unmasked Estep 
Score: -115795.562500 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115795.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116012.750000 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116012.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116075.218750 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116102.078125 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116128.273438 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116151.132812 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116168.328125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116177.328125 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116177.328125 Penalty: 3371.778320
	Iteration 8F: 3 clusters Score -116177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (258107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258107 members 
Entering Unmasked Estep 
Score: -35278248.000000 Penalty: 3090.360107
	Iteration 0F: 2 clusters Score -3.527825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -35125032.000000 Penalty: 6180.720215
	Iteration 0F: 3 clusters Score -3.512503e+07 nChanged 124891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -35198964.000000 Penalty: 6180.720215
	Iteration 1F: 3 clusters Score -3.519896e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -35199964.000000 Penalty: 6180.720215
	Iteration 2Q: 3 clusters Score -3.519996e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123123 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -35201288.000000 Penalty: 6180.720215
	Iteration 3Q: 3 clusters Score -3.520129e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 137903 members 
Entering Unmasked Estep 
Score: -35202996.000000 Penalty: 6180.720215
	Iteration 4Q: 3 clusters Score -3.5203e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115995 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -35205620.000000 Penalty: 6180.720215
	Iteration 5Q: 3 clusters Score -3.520562e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -35208948.000000 Penalty: 6180.720215
	Iteration 6Q: 3 clusters Score -3.520895e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 155282 members 
Entering Unmasked Estep 
Score: -35214280.000000 Penalty: 6180.720215
	Iteration 7Q: 3 clusters Score -3.521428e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -35222724.000000 Penalty: 6180.720215
	Iteration 8F: 3 clusters Score -3.522272e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -35233708.000000 Penalty: 6180.720215
	Iteration 9F: 3 clusters Score -3.523371e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -35243412.000000 Penalty: 6180.720215
	Iteration 10F: 3 clusters Score -3.524341e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 171230 members 
Entering Unmasked Estep 
Score: -35248472.000000 Penalty: 6180.720215
	Iteration 11Q: 3 clusters Score -3.524847e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 169862 members 
Entering Unmasked Estep 
Score: -35249864.000000 Penalty: 6180.720215
	Iteration 12Q: 3 clusters Score -3.524986e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -35250140.000000 Penalty: 6180.720215
	Iteration 13Q: 3 clusters Score -3.525014e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -35250236.000000 Penalty: 6180.720215
	Iteration 14Q: 3 clusters Score -3.525024e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -35250084.000000 Penalty: 6180.720215
	Iteration 15Q: 3 clusters Score -3.525008e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -35249988.000000 Penalty: 6180.720215
	Iteration 16Q: 3 clusters Score -3.524999e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -35249904.000000 Penalty: 6180.720215
	Iteration 17Q: 3 clusters Score -3.52499e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -35249856.000000 Penalty: 6180.720215
	Iteration 18Q: 3 clusters Score -3.524986e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -35250016.000000 Penalty: 6180.720215
	Iteration 19Q: 3 clusters Score -3.525002e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -35250096.000000 Penalty: 6180.720215
	Iteration 20F: 3 clusters Score -3.52501e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 156834 members 
Entering Unmasked Estep 
Score: -35250056.000000 Penalty: 6180.720215
	Iteration 21Q: 3 clusters Score -3.525006e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -35250056.000000 Penalty: 6180.720215
	Iteration 22Q: 3 clusters Score -3.525006e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 154562 members 
Entering Unmasked Estep 
Score: -35249888.000000 Penalty: 6180.720215
	Iteration 23Q: 3 clusters Score -3.524989e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -35249908.000000 Penalty: 6180.720215
	Iteration 24Q: 3 clusters Score -3.524991e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -35249956.000000 Penalty: 6180.720215
	Iteration 25Q: 3 clusters Score -3.524996e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -35249952.000000 Penalty: 6180.720215
	Iteration 26Q: 3 clusters Score -3.524995e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -35250012.000000 Penalty: 6180.720215
	Iteration 27Q: 3 clusters Score -3.525001e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -35249856.000000 Penalty: 6180.720215
	Iteration 28Q: 3 clusters Score -3.524986e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -35249956.000000 Penalty: 6180.720215
	Iteration 29Q: 3 clusters Score -3.524996e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 147761 members 
Entering Unmasked Estep 
Score: -35249996.000000 Penalty: 6180.720215
	Iteration 30Q: 3 clusters Score -3.525e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -35250004.000000 Penalty: 6180.720215
	Iteration 31Q: 3 clusters Score -3.525e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -35250116.000000 Penalty: 6180.720215
	Iteration 32Q: 3 clusters Score -3.525012e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 145202 members 
Entering Unmasked Estep 
Score: -35250236.000000 Penalty: 6180.720215
	Iteration 33Q: 3 clusters Score -3.525024e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 144339 members 
Entering Unmasked Estep 
Score: -35250220.000000 Penalty: 6180.720215
	Iteration 34Q: 3 clusters Score -3.525022e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -35250232.000000 Penalty: 6180.720215
	Iteration 35Q: 3 clusters Score -3.525023e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -35250356.000000 Penalty: 6180.720215
	Iteration 36Q: 3 clusters Score -3.525036e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -35250276.000000 Penalty: 6180.720215
	Iteration 37Q: 3 clusters Score -3.525028e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117083 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -35250480.000000 Penalty: 6180.720215
	Iteration 38Q: 3 clusters Score -3.525048e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 140274 members 
Entering Unmasked Estep 
Score: -35250380.000000 Penalty: 6180.720215
	Iteration 39Q: 3 clusters Score -3.525038e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 139548 members 
Entering Unmasked Estep 
Score: -35250356.000000 Penalty: 6180.720215
	Iteration 40F: 3 clusters Score -3.525036e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119273 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -35250412.000000 Penalty: 6180.720215
	Iteration 41Q: 3 clusters Score -3.525041e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 137952 members 
Entering Unmasked Estep 
Score: -35250324.000000 Penalty: 6180.720215
	Iteration 42Q: 3 clusters Score -3.525032e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 137035 members 
Entering Unmasked Estep 
Score: -35250536.000000 Penalty: 6180.720215
	Iteration 43Q: 3 clusters Score -3.525054e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -35250720.000000 Penalty: 6180.720215
	Iteration 44Q: 3 clusters Score -3.525072e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -35250724.000000 Penalty: 6180.720215
	Iteration 45Q: 3 clusters Score -3.525072e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124203 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -35250664.000000 Penalty: 6180.720215
	Iteration 46Q: 3 clusters Score -3.525066e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 132620 members 
Entering Unmasked Estep 
Score: -35250812.000000 Penalty: 6180.720215
	Iteration 47Q: 3 clusters Score -3.525081e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -35250840.000000 Penalty: 6180.720215
	Iteration 48Q: 3 clusters Score -3.525084e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128338 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -35250916.000000 Penalty: 6180.720215
	Iteration 49Q: 3 clusters Score -3.525092e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -35250996.000000 Penalty: 6180.720215
	Iteration 50Q: 3 clusters Score -3.5251e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -35251072.000000 Penalty: 6180.720215
	Iteration 51Q: 3 clusters Score -3.525107e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133258 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -35251188.000000 Penalty: 6180.720215
	Iteration 52Q: 3 clusters Score -3.525119e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135167 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -35251396.000000 Penalty: 6180.720215
	Iteration 53Q: 3 clusters Score -3.52514e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -35251828.000000 Penalty: 6180.720215
	Iteration 54Q: 3 clusters Score -3.525183e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -35252044.000000 Penalty: 6180.720215
	Iteration 55Q: 3 clusters Score -3.525204e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 116822 members 
Entering Unmasked Estep 
Score: -35252248.000000 Penalty: 6180.720215
	Iteration 56Q: 3 clusters Score -3.525225e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -35252528.000000 Penalty: 6180.720215
	Iteration 57Q: 3 clusters Score -3.525253e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -35252840.000000 Penalty: 6180.720215
	Iteration 58Q: 3 clusters Score -3.525284e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149336 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -35252976.000000 Penalty: 6180.720215
	Iteration 59Q: 3 clusters Score -3.525298e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -35253432.000000 Penalty: 6180.720215
	Iteration 60F: 3 clusters Score -3.525343e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -35253896.000000 Penalty: 6180.720215
	Iteration 61Q: 3 clusters Score -3.52539e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -35254536.000000 Penalty: 6180.720215
	Iteration 62Q: 3 clusters Score -3.525454e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -35254976.000000 Penalty: 6180.720215
	Iteration 63Q: 3 clusters Score -3.525498e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -35255536.000000 Penalty: 6180.720215
	Iteration 64Q: 3 clusters Score -3.525554e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176549 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -35255880.000000 Penalty: 6180.720215
	Iteration 65Q: 3 clusters Score -3.525588e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -35256336.000000 Penalty: 6180.720215
	Iteration 66Q: 3 clusters Score -3.525634e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191068 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -35256800.000000 Penalty: 6180.720215
	Iteration 67Q: 3 clusters Score -3.52568e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199168 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -35256728.000000 Penalty: 6180.720215
	Iteration 68Q: 3 clusters Score -3.525673e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207294 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -35257216.000000 Penalty: 6180.720215
	Iteration 69Q: 3 clusters Score -3.525722e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -35258164.000000 Penalty: 6180.720215
	Iteration 70Q: 3 clusters Score -3.525816e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221684 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -35259084.000000 Penalty: 6180.720215
	Iteration 71Q: 3 clusters Score -3.525908e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227848 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -35259500.000000 Penalty: 6180.720215
	Iteration 72Q: 3 clusters Score -3.52595e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233016 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -35260136.000000 Penalty: 6180.720215
	Iteration 73Q: 3 clusters Score -3.526014e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237416 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -35260912.000000 Penalty: 6180.720215
	Iteration 74Q: 3 clusters Score -3.526091e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241094 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -35264668.000000 Penalty: 6180.720215
	Iteration 75Q: 3 clusters Score -3.526467e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244349 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -35267460.000000 Penalty: 6180.720215
	Iteration 76Q: 3 clusters Score -3.526746e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247209 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -35269012.000000 Penalty: 6180.720215
	Iteration 77Q: 3 clusters Score -3.526901e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249606 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -35270584.000000 Penalty: 6180.720215
	Iteration 78Q: 3 clusters Score -3.527058e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251487 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -35271676.000000 Penalty: 6180.720215
	Iteration 79Q: 3 clusters Score -3.527168e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252862 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -35273968.000000 Penalty: 6180.720215
	Iteration 80F: 3 clusters Score -3.527397e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255260 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -35274868.000000 Penalty: 6180.720215
	Iteration 81Q: 3 clusters Score -3.527487e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256483 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -35275180.000000 Penalty: 6180.720215
	Iteration 82Q: 3 clusters Score -3.527518e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257081 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -35275496.000000 Penalty: 6180.720215
	Iteration 83Q: 3 clusters Score -3.52755e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257357 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35275548.000000 Penalty: 6180.720215
	Iteration 84Q: 3 clusters Score -3.527555e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35275588.000000 Penalty: 6180.720215
	Iteration 85Q: 3 clusters Score -3.527559e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257567 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35275652.000000 Penalty: 6180.720215
	Iteration 86Q: 3 clusters Score -3.527565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257611 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35275664.000000 Penalty: 6180.720215
	Iteration 87Q: 3 clusters Score -3.527566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -35275684.000000 Penalty: 6180.720215
	Iteration 88Q: 3 clusters Score -3.527568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257655 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -35275740.000000 Penalty: 6180.720215
	Iteration 89Q: 3 clusters Score -3.527574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35275748.000000 Penalty: 6180.720215
	Iteration 90Q: 3 clusters Score -3.527575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257688 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35275748.000000 Penalty: 6180.720215
	Iteration 91Q: 3 clusters Score -3.527575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257699 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35275768.000000 Penalty: 6180.720215
	Iteration 92Q: 3 clusters Score -3.527577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257703 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35275756.000000 Penalty: 6180.720215
	Iteration 93Q: 3 clusters Score -3.527576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257706 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35275764.000000 Penalty: 6180.720215
	Iteration 94Q: 3 clusters Score -3.527576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257710 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35275784.000000 Penalty: 6180.720215
	Iteration 95Q: 3 clusters Score -3.527578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257711 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35275784.000000 Penalty: 6180.720215
	Iteration 96Q: 3 clusters Score -3.527578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257711 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35275784.000000 Penalty: 6180.720215
	Iteration 97F: 3 clusters Score -3.527578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68285.562500 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68285.56 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68487.890625 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68487.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68593.539062 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -68593.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68623.671875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68623.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68649.007812 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68649.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68670.664062 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68670.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68677.531250 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68677.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68697.335938 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68697.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68714.445312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68714.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68729.132812 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68729.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68749.953125 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68749.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68753.031250 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -68753.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68760.632812 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -68760.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68764.648438 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -68764.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68767.617188 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -68767.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68771.328125 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -68771.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68771.328125 Penalty: 3151.767578
	Iteration 16F: 3 clusters Score -68771.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -745556.250000 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -745556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -740716.125000 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -740716.1 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -742125.750000 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -742125.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -742645.812500 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -742645.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -743075.937500 Penalty: 4282.418945
	Iteration 3F: 3 clusters Score -743075.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -743443.375000 Penalty: 4282.418945
	Iteration 4F: 3 clusters Score -743443.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -743716.437500 Penalty: 4282.418945
	Iteration 5F: 3 clusters Score -743716.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -743916.562500 Penalty: 4282.418945
	Iteration 6Q: 3 clusters Score -743916.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -744061.750000 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -744061.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -744124.125000 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -744124.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -744167.750000 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -744167.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -744189.437500 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -744189.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -744206.000000 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -744206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -744226.687500 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -744226.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -744249.687500 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -744249.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -744269.187500 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -744269.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -744287.000000 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -744287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -744297.750000 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -744297.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -744312.250000 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -744312.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -744333.687500 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -744333.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -744362.625000 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -744362.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -744394.000000 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -744394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -744417.937500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -744417.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -744437.500000 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -744437.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -744452.500000 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -744452.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -744467.125000 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -744467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -744479.375000 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -744479.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -744490.125000 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -744490.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -744508.687500 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -744508.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -744528.125000 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -744528.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -744539.000000 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -744539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -744545.000000 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -744545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -744551.187500 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -744551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -744554.437500 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -744554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -744556.562500 Penalty: 4282.418945
	Iteration 33Q: 3 clusters Score -744556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -744560.250000 Penalty: 4282.418945
	Iteration 34Q: 3 clusters Score -744560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -744563.937500 Penalty: 4282.418945
	Iteration 35Q: 3 clusters Score -744563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -744565.312500 Penalty: 4282.418945
	Iteration 36Q: 3 clusters Score -744565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -744566.687500 Penalty: 4282.418945
	Iteration 37Q: 3 clusters Score -744566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -744566.500000 Penalty: 4282.418945
	Iteration 38Q: 3 clusters Score -744566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -744565.562500 Penalty: 4282.418945
	Iteration 39Q: 3 clusters Score -744565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -744565.750000 Penalty: 4282.418945
	Iteration 40F: 3 clusters Score -744565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -744570.625000 Penalty: 4282.418945
	Iteration 41Q: 3 clusters Score -744570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -744571.562500 Penalty: 4282.418945
	Iteration 42Q: 3 clusters Score -744571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -744571.562500 Penalty: 4282.418945
	Iteration 43F: 3 clusters Score -744571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -184460.359375 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -184460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -182226.859375 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -182226.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -182855.546875 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -182855.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183262.390625 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -183262.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183519.562500 Penalty: 3643.301025
	Iteration 3F: 3 clusters Score -183519.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -183677.328125 Penalty: 3643.301025
	Iteration 4F: 3 clusters Score -183677.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -183764.578125 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -183764.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -183839.890625 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -183839.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -183888.218750 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -183888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -183912.812500 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -183912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -183928.000000 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -183928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -183936.359375 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -183936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -183939.781250 Penalty: 3643.301025
	Iteration 11Q: 3 clusters Score -183939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -183942.906250 Penalty: 3643.301025
	Iteration 12Q: 3 clusters Score -183942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -183945.078125 Penalty: 3643.301025
	Iteration 13Q: 3 clusters Score -183945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183948.671875 Penalty: 3643.301025
	Iteration 14Q: 3 clusters Score -183948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -183949.343750 Penalty: 3643.301025
	Iteration 15Q: 3 clusters Score -183949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183949.984375 Penalty: 3643.301025
	Iteration 16Q: 3 clusters Score -183950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183949.984375 Penalty: 3643.301025
	Iteration 17F: 3 clusters Score -183950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -951189.937500 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -951189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -945388.562500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -945388.6 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -946911.062500 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -946911.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -947188.437500 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -947188.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -947399.375000 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -947399.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -947579.187500 Penalty: 4390.140625
	Iteration 4Q: 3 clusters Score -947579.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -947728.875000 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -947728.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -947865.562500 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -947865.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -948000.250000 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -948000.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -948116.000000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -948116 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -948216.750000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -948216.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -948311.562500 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -948311.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -948416.500000 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -948416.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -948515.937500 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -948515.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -948625.437500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -948625.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -948725.562500 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -948725.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -948802.750000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -948802.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -948853.000000 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -948853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -948887.250000 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -948887.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -948912.687500 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -948912.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -948935.125000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -948935.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -948954.250000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -948954.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -948972.937500 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -948972.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -948990.875000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -948990.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -949005.625000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -949005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -949023.812500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -949023.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -949037.562500 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -949037.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -949049.125000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -949049.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -949062.312500 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -949062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -949075.000000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -949075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -949085.937500 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -949085.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -949095.687500 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -949095.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -949104.187500 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -949104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -949107.812500 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -949107.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -949113.500000 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -949113.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -949118.187500 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -949118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -949117.750000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -949117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -949123.062500 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -949123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -949127.687500 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -949127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -949128.937500 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -949128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -949130.500000 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -949130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -949133.750000 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -949133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -949136.312500 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -949136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -949135.125000 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -949135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -949135.062500 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -949135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -949138.687500 Penalty: 4390.140625
	Iteration 44Q: 3 clusters Score -949138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -949139.062500 Penalty: 4390.140625
	Iteration 45Q: 3 clusters Score -949139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -949139.812500 Penalty: 4390.140625
	Iteration 46Q: 3 clusters Score -949139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -949144.375000 Penalty: 4390.140625
	Iteration 47Q: 3 clusters Score -949144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -949146.062500 Penalty: 4390.140625
	Iteration 48Q: 3 clusters Score -949146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -949149.312500 Penalty: 4390.140625
	Iteration 49Q: 3 clusters Score -949149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -949151.937500 Penalty: 4390.140625
	Iteration 50Q: 3 clusters Score -949151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -949160.812500 Penalty: 4390.140625
	Iteration 51Q: 3 clusters Score -949160.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -949165.875000 Penalty: 4390.140625
	Iteration 52Q: 3 clusters Score -949165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -949170.125000 Penalty: 4390.140625
	Iteration 53Q: 3 clusters Score -949170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -949177.812500 Penalty: 4390.140625
	Iteration 54Q: 3 clusters Score -949177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -949186.125000 Penalty: 4390.140625
	Iteration 55Q: 3 clusters Score -949186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -949195.437500 Penalty: 4390.140625
	Iteration 56Q: 3 clusters Score -949195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -949200.750000 Penalty: 4390.140625
	Iteration 57Q: 3 clusters Score -949200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -949207.250000 Penalty: 4390.140625
	Iteration 58Q: 3 clusters Score -949207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -949205.937500 Penalty: 4390.140625
	Iteration 59Q: 3 clusters Score -949205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -949210.187500 Penalty: 4390.140625
	Iteration 60F: 3 clusters Score -949210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -949211.687500 Penalty: 4390.140625
	Iteration 61Q: 3 clusters Score -949211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -949213.125000 Penalty: 4390.140625
	Iteration 62Q: 3 clusters Score -949213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -949214.375000 Penalty: 4390.140625
	Iteration 63Q: 3 clusters Score -949214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -949215.437500 Penalty: 4390.140625
	Iteration 64Q: 3 clusters Score -949215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -949217.000000 Penalty: 4390.140625
	Iteration 65Q: 3 clusters Score -949217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -949218.062500 Penalty: 4390.140625
	Iteration 66Q: 3 clusters Score -949218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -949221.312500 Penalty: 4390.140625
	Iteration 67Q: 3 clusters Score -949221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -949223.312500 Penalty: 4390.140625
	Iteration 68Q: 3 clusters Score -949223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -949226.687500 Penalty: 4390.140625
	Iteration 69Q: 3 clusters Score -949226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -949230.000000 Penalty: 4390.140625
	Iteration 70Q: 3 clusters Score -949230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -949231.562500 Penalty: 4390.140625
	Iteration 71Q: 3 clusters Score -949231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -949233.125000 Penalty: 4390.140625
	Iteration 72Q: 3 clusters Score -949233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -949233.125000 Penalty: 4390.140625
	Iteration 73F: 3 clusters Score -949233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17463 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140557 members 
Mstep: Class 8 contains 22630 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107278 members 
Mstep: Class 13 contains 16864 members 
Mstep: Class 14 contains 57559 members 
Mstep: Class 15 contains 129358 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93666 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37444 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 258107 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5619 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136304.000000 Penalty: 96006.398438
Iteration 79Q: 29 clusters Score -1.341363e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140604 members 
Mstep: Class 8 contains 22672 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107245 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57592 members 
Mstep: Class 15 contains 129614 members 
Mstep: Class 16 contains 13748 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93650 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 37379 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 257824 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5621 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136616.000000 Penalty: 96006.398438
Iteration 80F: 29 clusters Score -1.341366e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17464 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140648 members 
Mstep: Class 8 contains 22701 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 107217 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57622 members 
Mstep: Class 15 contains 129871 members 
Mstep: Class 16 contains 13751 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93634 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 257545 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136336.000000 Penalty: 96006.398438
Iteration 81Q: 29 clusters Score -1.341363e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140675 members 
Mstep: Class 8 contains 22731 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107181 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57661 members 
Mstep: Class 15 contains 130120 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93629 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 37277 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 257290 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5624 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136464.000000 Penalty: 96006.398438
Iteration 82Q: 29 clusters Score -1.341365e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17468 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140706 members 
Mstep: Class 8 contains 22766 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107159 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57707 members 
Mstep: Class 15 contains 130340 members 
Mstep: Class 16 contains 13756 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93615 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 37222 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 257028 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5625 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136592.000000 Penalty: 96006.398438
Iteration 83Q: 29 clusters Score -1.341366e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17478 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140742 members 
Mstep: Class 8 contains 22808 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107131 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57743 members 
Mstep: Class 15 contains 130550 members 
Mstep: Class 16 contains 13752 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93601 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 37175 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 256778 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5627 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 6997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136896.000000 Penalty: 96006.398438
Iteration 84Q: 29 clusters Score -1.341369e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 3064 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140778 members 
Mstep: Class 8 contains 22868 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107115 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57780 members 
Mstep: Class 15 contains 130735 members 
Mstep: Class 16 contains 13746 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 93587 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 37142 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 256511 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5630 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136952.000000 Penalty: 96006.398438
Iteration 85Q: 29 clusters Score -1.34137e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 2513 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140798 members 
Mstep: Class 8 contains 22927 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107107 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57803 members 
Mstep: Class 15 contains 130932 members 
Mstep: Class 16 contains 13736 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 93577 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 37106 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 256264 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5628 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137200.000000 Penalty: 96006.398438
Iteration 86Q: 29 clusters Score -1.341372e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 3064 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140804 members 
Mstep: Class 8 contains 22993 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 107096 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57827 members 
Mstep: Class 15 contains 131114 members 
Mstep: Class 16 contains 13728 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 93570 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 37068 members 
Mstep: Class 22 contains 734 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 256046 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5626 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137464.000000 Penalty: 96006.398438
Iteration 87Q: 29 clusters Score -1.341375e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140825 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 74137 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 107080 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57866 members 
Mstep: Class 15 contains 131249 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 93569 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 37030 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 255836 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137424.000000 Penalty: 96006.398438
Iteration 88Q: 29 clusters Score -1.341374e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140863 members 
Mstep: Class 8 contains 23095 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 107068 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 57893 members 
Mstep: Class 15 contains 131366 members 
Mstep: Class 16 contains 13722 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 93562 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 36997 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 255670 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5619 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 7006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137512.000000 Penalty: 96006.398438
Iteration 89Q: 29 clusters Score -1.341375e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140902 members 
Mstep: Class 8 contains 23118 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 107064 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 57930 members 
Mstep: Class 15 contains 131478 members 
Mstep: Class 16 contains 13719 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1456 members 
Mstep: Class 19 contains 93552 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36972 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 255497 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5617 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 7004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137560.000000 Penalty: 96006.398438
Iteration 90Q: 29 clusters Score -1.341376e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140947 members 
Mstep: Class 8 contains 23160 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 107052 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 57959 members 
Mstep: Class 15 contains 131610 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 93549 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36940 members 
Mstep: Class 22 contains 752 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 255294 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5618 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 7004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137472.000000 Penalty: 96006.398438
Iteration 91Q: 29 clusters Score -1.341375e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 2529 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140989 members 
Mstep: Class 8 contains 23191 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 107036 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 57992 members 
Mstep: Class 15 contains 131714 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 93548 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36911 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 255125 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5619 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137552.000000 Penalty: 96006.398438
Iteration 92Q: 29 clusters Score -1.341376e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141017 members 
Mstep: Class 8 contains 23215 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 107010 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 58032 members 
Mstep: Class 15 contains 131808 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 93542 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36883 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254993 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5615 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137440.000000 Penalty: 96006.398438
Iteration 93Q: 29 clusters Score -1.341374e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141034 members 
Mstep: Class 8 contains 23245 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 106999 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 58073 members 
Mstep: Class 15 contains 131886 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 93545 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36862 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254843 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137520.000000 Penalty: 96006.398438
Iteration 94Q: 29 clusters Score -1.341375e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141046 members 
Mstep: Class 8 contains 23274 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 106990 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 58105 members 
Mstep: Class 15 contains 131987 members 
Mstep: Class 16 contains 13721 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 93548 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36840 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254684 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5617 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137416.000000 Penalty: 96006.398438
Iteration 95Q: 29 clusters Score -1.341374e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2529 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141068 members 
Mstep: Class 8 contains 23315 members 
Mstep: Class 9 contains 74131 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 106976 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 58131 members 
Mstep: Class 15 contains 132070 members 
Mstep: Class 16 contains 13721 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 93543 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 36817 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254545 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5613 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137416.000000 Penalty: 96006.398438
Iteration 96Q: 29 clusters Score -1.341374e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17458 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141085 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 74130 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 106957 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 58160 members 
Mstep: Class 15 contains 132149 members 
Mstep: Class 16 contains 13718 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 93537 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 36791 members 
Mstep: Class 22 contains 785 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254412 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5609 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 97Q: 29 clusters Score -1.341374e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2542 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141096 members 
Mstep: Class 8 contains 23386 members 
Mstep: Class 9 contains 74130 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 106943 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 58183 members 
Mstep: Class 15 contains 132217 members 
Mstep: Class 16 contains 13718 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 93528 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 36769 members 
Mstep: Class 22 contains 792 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254318 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137464.000000 Penalty: 96006.398438
Iteration 98Q: 29 clusters Score -1.341375e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141103 members 
Mstep: Class 8 contains 23420 members 
Mstep: Class 9 contains 74129 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 106933 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 58209 members 
Mstep: Class 15 contains 132277 members 
Mstep: Class 16 contains 13716 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93525 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 36754 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254212 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5605 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137568.000000 Penalty: 96006.398438
Iteration 99Q: 29 clusters Score -1.341376e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141122 members 
Mstep: Class 8 contains 23450 members 
Mstep: Class 9 contains 74130 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 106924 members 
Mstep: Class 13 contains 16852 members 
Mstep: Class 14 contains 58235 members 
Mstep: Class 15 contains 132316 members 
Mstep: Class 16 contains 13712 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 36741 members 
Mstep: Class 22 contains 799 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254130 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137416.000000 Penalty: 96006.398438
Iteration 100F: 29 clusters Score -1.341374e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141138 members 
Mstep: Class 8 contains 23481 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 106916 members 
Mstep: Class 13 contains 16850 members 
Mstep: Class 14 contains 58263 members 
Mstep: Class 15 contains 132364 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 36720 members 
Mstep: Class 22 contains 804 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 254032 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5599 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137416.000000 Penalty: 96006.398438
Iteration 101Q: 29 clusters Score -1.341374e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17452 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141161 members 
Mstep: Class 8 contains 23521 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 106903 members 
Mstep: Class 13 contains 16847 members 
Mstep: Class 14 contains 58264 members 
Mstep: Class 15 contains 132412 members 
Mstep: Class 16 contains 13710 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93529 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36702 members 
Mstep: Class 22 contains 814 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253935 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 102Q: 29 clusters Score -1.341373e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17453 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141187 members 
Mstep: Class 8 contains 23558 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 106892 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58277 members 
Mstep: Class 15 contains 132448 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93529 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36690 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253838 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137360.000000 Penalty: 96006.398438
Iteration 103Q: 29 clusters Score -1.341374e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 2575 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141223 members 
Mstep: Class 8 contains 23578 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 106882 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58288 members 
Mstep: Class 15 contains 132481 members 
Mstep: Class 16 contains 13711 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93531 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36675 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253758 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137080.000000 Penalty: 96006.398438
Iteration 104Q: 29 clusters Score -1.341371e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141248 members 
Mstep: Class 8 contains 23600 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106877 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58303 members 
Mstep: Class 15 contains 132511 members 
Mstep: Class 16 contains 13711 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93534 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36662 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253668 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 105Q: 29 clusters Score -1.341373e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17449 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141265 members 
Mstep: Class 8 contains 23625 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 106873 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58311 members 
Mstep: Class 15 contains 132551 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93536 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36651 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253578 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 106Q: 29 clusters Score -1.341374e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141278 members 
Mstep: Class 8 contains 23654 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106868 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58323 members 
Mstep: Class 15 contains 132577 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93536 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36631 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253514 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137488.000000 Penalty: 96006.398438
Iteration 107Q: 29 clusters Score -1.341375e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141295 members 
Mstep: Class 8 contains 23683 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 106862 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58327 members 
Mstep: Class 15 contains 132610 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93535 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36613 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253453 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137408.000000 Penalty: 96006.398438
Iteration 108Q: 29 clusters Score -1.341374e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141301 members 
Mstep: Class 8 contains 23709 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 106863 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58329 members 
Mstep: Class 15 contains 132647 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93537 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36599 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253392 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137392.000000 Penalty: 96006.398438
Iteration 109Q: 29 clusters Score -1.341374e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141302 members 
Mstep: Class 8 contains 23731 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106865 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58335 members 
Mstep: Class 15 contains 132662 members 
Mstep: Class 16 contains 13712 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93534 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36590 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253356 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137408.000000 Penalty: 96006.398438
Iteration 110Q: 29 clusters Score -1.341374e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17457 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141310 members 
Mstep: Class 8 contains 23761 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 106865 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 58338 members 
Mstep: Class 15 contains 132694 members 
Mstep: Class 16 contains 13708 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93533 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36577 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253302 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137248.000000 Penalty: 96006.398438
Iteration 111Q: 29 clusters Score -1.341372e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141314 members 
Mstep: Class 8 contains 23793 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 106861 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 58343 members 
Mstep: Class 15 contains 132728 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93535 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36568 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253234 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137232.000000 Penalty: 96006.398438
Iteration 112Q: 29 clusters Score -1.341372e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141314 members 
Mstep: Class 8 contains 23830 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 106864 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58346 members 
Mstep: Class 15 contains 132760 members 
Mstep: Class 16 contains 13708 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93534 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36565 members 
Mstep: Class 22 contains 817 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253159 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137232.000000 Penalty: 96006.398438
Iteration 113Q: 29 clusters Score -1.341372e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17459 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141322 members 
Mstep: Class 8 contains 23856 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106865 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58349 members 
Mstep: Class 15 contains 132796 members 
Mstep: Class 16 contains 13709 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93533 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36557 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253093 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137280.000000 Penalty: 96006.398438
Iteration 114Q: 29 clusters Score -1.341373e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17458 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141327 members 
Mstep: Class 8 contains 23876 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106867 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58350 members 
Mstep: Class 15 contains 132841 members 
Mstep: Class 16 contains 13708 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93531 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36548 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 253032 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 115Q: 29 clusters Score -1.341374e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141334 members 
Mstep: Class 8 contains 23898 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106866 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58357 members 
Mstep: Class 15 contains 132864 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36541 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252983 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 116Q: 29 clusters Score -1.341373e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17458 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141350 members 
Mstep: Class 8 contains 23926 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106868 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58365 members 
Mstep: Class 15 contains 132881 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36532 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252918 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137352.000000 Penalty: 96006.398438
Iteration 117Q: 29 clusters Score -1.341374e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141364 members 
Mstep: Class 8 contains 23943 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 106870 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58363 members 
Mstep: Class 15 contains 132907 members 
Mstep: Class 16 contains 13705 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93526 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252866 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 118Q: 29 clusters Score -1.341373e+08 nChanged 141
Entering ConstructFrom: 
Score: -134137264.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162300.171875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162300.2 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 622 members 
Entering Unmasked Estep 
Score: -160236.328125 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160236.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160863.093750 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160863.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161179.953125 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161555.796875 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -161555.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162073.203125 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -162073.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162323.937500 Penalty: 3568.068359
	Iteration 5F: 3 clusters Score -162323.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162501.703125 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -162501.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162577.468750 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -162577.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162613.187500 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -162613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162632.671875 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -162632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162653.843750 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -162653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162668.687500 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -162668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -162682.578125 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -162682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162705.500000 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -162705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162729.625000 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -162729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162768.468750 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -162768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162802.859375 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -162802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -162853.312500 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -162853.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162926.562500 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -162926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -162992.812500 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -162992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163058.437500 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -163058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163106.953125 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -163107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163144.031250 Penalty: 3568.068359
	Iteration 22Q: 3 clusters Score -163144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163155.015625 Penalty: 3568.068359
	Iteration 23Q: 3 clusters Score -163155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163166.406250 Penalty: 3568.068359
	Iteration 24Q: 3 clusters Score -163166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163182.031250 Penalty: 3568.068359
	Iteration 25Q: 3 clusters Score -163182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -163210.000000 Penalty: 3568.068359
	Iteration 26Q: 3 clusters Score -163210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163260.953125 Penalty: 3568.068359
	Iteration 27Q: 3 clusters Score -163261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163317.953125 Penalty: 3568.068359
	Iteration 28Q: 3 clusters Score -163318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163374.625000 Penalty: 3568.068359
	Iteration 29Q: 3 clusters Score -163374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -163437.265625 Penalty: 3568.068359
	Iteration 30Q: 3 clusters Score -163437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163530.500000 Penalty: 3568.068359
	Iteration 31Q: 3 clusters Score -163530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163663.890625 Penalty: 3568.068359
	Iteration 32Q: 3 clusters Score -163663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -163745.812500 Penalty: 3568.068359
	Iteration 33Q: 3 clusters Score -163745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163746.453125 Penalty: 3568.068359
	Iteration 34Q: 3 clusters Score -163746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163746.453125 Penalty: 3568.068359
	Iteration 35F: 3 clusters Score -163746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141377 members 
Mstep: Class 8 contains 23963 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 106868 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58369 members 
Mstep: Class 15 contains 132941 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93524 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252808 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Mstep: Class 29 contains 761 members 
Entering Unmasked Estep 
Score: -134137040.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134137264.000000 to -134137040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Entering Unmasked Estep 
Score: -2404542.000000 Penalty: 2422.381592
	Iteration 0F: 2 clusters Score -2404542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2392066.750000 Penalty: 4844.763184
	Iteration 0F: 3 clusters Score -2392067 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2396162.750000 Penalty: 4844.763184
	Iteration 1F: 3 clusters Score -2396163 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2396534.500000 Penalty: 4844.763184
	Iteration 2F: 3 clusters Score -2396534 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2396863.250000 Penalty: 4844.763184
	Iteration 3Q: 3 clusters Score -2396863 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2397193.500000 Penalty: 4844.763184
	Iteration 4Q: 3 clusters Score -2397194 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2397568.500000 Penalty: 4844.763184
	Iteration 5Q: 3 clusters Score -2397568 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2398044.750000 Penalty: 4844.763184
	Iteration 6Q: 3 clusters Score -2398045 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2398643.250000 Penalty: 4844.763184
	Iteration 7F: 3 clusters Score -2398643 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2399361.000000 Penalty: 4844.763184
	Iteration 8F: 3 clusters Score -2399361 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2400184.250000 Penalty: 4844.763184
	Iteration 9F: 3 clusters Score -2400184 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2401002.000000 Penalty: 4844.763184
	Iteration 10F: 3 clusters Score -2401002 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2401697.250000 Penalty: 4844.763184
	Iteration 11Q: 3 clusters Score -2401697 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2402184.750000 Penalty: 4844.763184
	Iteration 12Q: 3 clusters Score -2402185 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2402559.000000 Penalty: 4844.763184
	Iteration 13Q: 3 clusters Score -2402559 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2402830.000000 Penalty: 4844.763184
	Iteration 14Q: 3 clusters Score -2402830 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2403011.500000 Penalty: 4844.763184
	Iteration 15Q: 3 clusters Score -2403012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2403138.750000 Penalty: 4844.763184
	Iteration 16Q: 3 clusters Score -2403139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2403224.500000 Penalty: 4844.763184
	Iteration 17Q: 3 clusters Score -2403224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2403291.000000 Penalty: 4844.763184
	Iteration 18Q: 3 clusters Score -2403291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2403333.250000 Penalty: 4844.763184
	Iteration 19Q: 3 clusters Score -2403333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2403367.750000 Penalty: 4844.763184
	Iteration 20F: 3 clusters Score -2403368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2403395.250000 Penalty: 4844.763184
	Iteration 21Q: 3 clusters Score -2403395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2403415.250000 Penalty: 4844.763184
	Iteration 22Q: 3 clusters Score -2403415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2403412.250000 Penalty: 4844.763184
	Iteration 23Q: 3 clusters Score -2403412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2403416.500000 Penalty: 4844.763184
	Iteration 24Q: 3 clusters Score -2403416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2403424.250000 Penalty: 4844.763184
	Iteration 25Q: 3 clusters Score -2403424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2403421.000000 Penalty: 4844.763184
	Iteration 26Q: 3 clusters Score -2403421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2403428.000000 Penalty: 4844.763184
	Iteration 27Q: 3 clusters Score -2403428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2403426.000000 Penalty: 4844.763184
	Iteration 28Q: 3 clusters Score -2403426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2403428.500000 Penalty: 4844.763184
	Iteration 29Q: 3 clusters Score -2403428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2403432.500000 Penalty: 4844.763184
	Iteration 30Q: 3 clusters Score -2403432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2403435.750000 Penalty: 4844.763184
	Iteration 31Q: 3 clusters Score -2403436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2403437.500000 Penalty: 4844.763184
	Iteration 32Q: 3 clusters Score -2403438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2403440.750000 Penalty: 4844.763184
	Iteration 33Q: 3 clusters Score -2403441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2403438.250000 Penalty: 4844.763184
	Iteration 34Q: 3 clusters Score -2403438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2403438.250000 Penalty: 4844.763184
	Iteration 35F: 3 clusters Score -2403438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -404849.437500 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -404849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -401511.531250 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -401511.5 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -402230.750000 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -402230.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -402459.843750 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -402459.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -402642.031250 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -402642 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -402754.562500 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -402754.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -402849.781250 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -402849.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -402926.156250 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -402926.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -402992.468750 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -402992.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -403043.093750 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -403043.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -403084.593750 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -403084.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -403126.406250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -403126.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -403167.906250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -403167.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -403195.187500 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -403195.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -403219.906250 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -403219.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -403240.750000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -403240.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -403261.562500 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -403261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -403275.781250 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -403275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -403285.500000 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -403285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -403293.656250 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -403293.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -403300.500000 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -403300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -403304.812500 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -403304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -403305.468750 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -403305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403308.468750 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -403308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403309.656250 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -403309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -403313.875000 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -403313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -403319.156250 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -403319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -403324.031250 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -403324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -403326.343750 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -403326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -403327.750000 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -403327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403329.031250 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -403329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403329.031250 Penalty: 3983.889404
	Iteration 30F: 3 clusters Score -403329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -352745.781250 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -352745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -349754.000000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -349754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -350311.062500 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -350311.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350463.656250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -350463.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -350536.406250 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -350536.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -350579.343750 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -350579.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -350603.312500 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -350603.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -350619.843750 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -350619.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -350637.937500 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -350637.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -350651.156250 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -350651.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -350660.156250 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -350660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -350664.656250 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -350664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -350667.593750 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -350667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -350671.312500 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -350671.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -350674.937500 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -350674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -350677.343750 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -350677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -350679.531250 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -350679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -350682.187500 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -350682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -350684.718750 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -350684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -350689.000000 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -350689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -350691.937500 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -350691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -350695.343750 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -350695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 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 557 members 
Entering Unmasked Estep 
Score: -150310.359375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150310.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150626.968750 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150709.437500 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150709.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150745.375000 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150765.046875 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150775.187500 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150786.921875 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150786.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150795.796875 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150807.828125 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -150819.171875 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150822.843750 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150825.187500 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150829.468750 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -150829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150830.875000 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -150830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150834.203125 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -150834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -150838.250000 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -150838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150838.734375 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -150838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150838.734375 Penalty: 3480.683105
	Iteration 17F: 3 clusters Score -150838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -915940.125000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915940.1 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -917540.625000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917540.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -917907.250000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917907.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -918196.125000 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918196.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -918484.312500 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918484.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -918784.125000 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -918784.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -919083.187500 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -919083.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -919369.312500 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -919369.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -919578.562500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919578.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -919722.937500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919722.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -919807.062500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919807.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -919863.750000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -919863.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -919903.250000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -919903.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -919928.312500 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -919928.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -919943.187500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -919943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -919952.562500 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -919952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -919956.625000 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -919956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -919957.500000 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -919957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -919961.312500 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -919961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -919961.250000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -919961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -919963.437500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -919963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -919965.437500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -919965.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -919969.125000 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -919969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -919970.125000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -919970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -919973.625000 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -919973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -919973.937500 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -919973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -919975.437500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -919975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -919977.187500 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -919977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -919979.000000 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -919979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -919977.812500 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -919977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -919977.937500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -919977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -919978.687500 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -919978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -919978.687500 Penalty: 4385.788574
	Iteration 32F: 3 clusters Score -919978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Entering Unmasked Estep 
Score: -19269428.000000 Penalty: 2941.077881
	Iteration 0F: 2 clusters Score -1.926943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -19177276.000000 Penalty: 5882.155762
	Iteration 0F: 3 clusters Score -1.917728e+07 nChanged 67778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -19216234.000000 Penalty: 5882.155762
	Iteration 1F: 3 clusters Score -1.921623e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -19216996.000000 Penalty: 5882.155762
	Iteration 2Q: 3 clusters Score -1.9217e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -19218062.000000 Penalty: 5882.155762
	Iteration 3Q: 3 clusters Score -1.921806e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -19219764.000000 Penalty: 5882.155762
	Iteration 4Q: 3 clusters Score -1.921976e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -19222728.000000 Penalty: 5882.155762
	Iteration 5Q: 3 clusters Score -1.922273e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -19227900.000000 Penalty: 5882.155762
	Iteration 6F: 3 clusters Score -1.92279e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -19235794.000000 Penalty: 5882.155762
	Iteration 7F: 3 clusters Score -1.923579e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -19245628.000000 Penalty: 5882.155762
	Iteration 8F: 3 clusters Score -1.924563e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -19255030.000000 Penalty: 5882.155762
	Iteration 9F: 3 clusters Score -1.925503e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -19261366.000000 Penalty: 5882.155762
	Iteration 10F: 3 clusters Score -1.926137e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -19264618.000000 Penalty: 5882.155762
	Iteration 11Q: 3 clusters Score -1.926462e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -19265956.000000 Penalty: 5882.155762
	Iteration 12Q: 3 clusters Score -1.926596e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 140465 members 
Entering Unmasked Estep 
Score: -19266462.000000 Penalty: 5882.155762
	Iteration 13Q: 3 clusters Score -1.926646e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 140706 members 
Entering Unmasked Estep 
Score: -19266692.000000 Penalty: 5882.155762
	Iteration 14Q: 3 clusters Score -1.926669e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 140814 members 
Entering Unmasked Estep 
Score: -19266796.000000 Penalty: 5882.155762
	Iteration 15Q: 3 clusters Score -1.92668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 140867 members 
Entering Unmasked Estep 
Score: -19266882.000000 Penalty: 5882.155762
	Iteration 16Q: 3 clusters Score -1.926688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -19266908.000000 Penalty: 5882.155762
	Iteration 17Q: 3 clusters Score -1.926691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 140902 members 
Entering Unmasked Estep 
Score: -19266908.000000 Penalty: 5882.155762
	Iteration 18Q: 3 clusters Score -1.926691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -19266922.000000 Penalty: 5882.155762
	Iteration 19Q: 3 clusters Score -1.926692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -19266948.000000 Penalty: 5882.155762
	Iteration 20F: 3 clusters Score -1.926695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -19266956.000000 Penalty: 5882.155762
	Iteration 21Q: 3 clusters Score -1.926696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -19266952.000000 Penalty: 5882.155762
	Iteration 22Q: 3 clusters Score -1.926695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
Score: -19266962.000000 Penalty: 5882.155762
	Iteration 23Q: 3 clusters Score -1.926696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -19266988.000000 Penalty: 5882.155762
	Iteration 24Q: 3 clusters Score -1.926699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -19266982.000000 Penalty: 5882.155762
	Iteration 25Q: 3 clusters Score -1.926698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -19266984.000000 Penalty: 5882.155762
	Iteration 26Q: 3 clusters Score -1.926698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -19266994.000000 Penalty: 5882.155762
	Iteration 27Q: 3 clusters Score -1.926699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 140956 members 
Entering Unmasked Estep 
Score: -19266992.000000 Penalty: 5882.155762
	Iteration 28Q: 3 clusters Score -1.926699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 140957 members 
Entering Unmasked Estep 
Score: -19267000.000000 Penalty: 5882.155762
	Iteration 29Q: 3 clusters Score -1.9267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 140958 members 
Entering Unmasked Estep 
Score: -19266994.000000 Penalty: 5882.155762
	Iteration 30Q: 3 clusters Score -1.926699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -19266978.000000 Penalty: 5882.155762
	Iteration 31Q: 3 clusters Score -1.926698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -19266966.000000 Penalty: 5882.155762
	Iteration 32Q: 3 clusters Score -1.926697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -19266974.000000 Penalty: 5882.155762
	Iteration 33Q: 3 clusters Score -1.926697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -19266974.000000 Penalty: 5882.155762
	Iteration 34F: 3 clusters Score -1.926697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Entering Unmasked Estep 
Score: -3313737.500000 Penalty: 2500.898193
	Iteration 0F: 2 clusters Score -3313738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3297039.750000 Penalty: 5001.796387
	Iteration 0F: 3 clusters Score -3297040 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3302884.000000 Penalty: 5001.796387
	Iteration 1F: 3 clusters Score -3302884 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3303359.000000 Penalty: 5001.796387
	Iteration 2F: 3 clusters Score -3303359 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3303735.750000 Penalty: 5001.796387
	Iteration 3Q: 3 clusters Score -3303736 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3304125.000000 Penalty: 5001.796387
	Iteration 4Q: 3 clusters Score -3304125 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3304497.500000 Penalty: 5001.796387
	Iteration 5Q: 3 clusters Score -3304498 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3304941.250000 Penalty: 5001.796387
	Iteration 6Q: 3 clusters Score -3304941 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3305424.500000 Penalty: 5001.796387
	Iteration 7Q: 3 clusters Score -3305424 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3305991.750000 Penalty: 5001.796387
	Iteration 8Q: 3 clusters Score -3305992 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3306694.500000 Penalty: 5001.796387
	Iteration 9Q: 3 clusters Score -3306694 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3307439.500000 Penalty: 5001.796387
	Iteration 10Q: 3 clusters Score -3307440 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3308141.000000 Penalty: 5001.796387
	Iteration 11Q: 3 clusters Score -3308141 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3308658.250000 Penalty: 5001.796387
	Iteration 12Q: 3 clusters Score -3308658 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3308989.500000 Penalty: 5001.796387
	Iteration 13Q: 3 clusters Score -3308990 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3309199.250000 Penalty: 5001.796387
	Iteration 14Q: 3 clusters Score -3309199 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3309371.000000 Penalty: 5001.796387
	Iteration 15Q: 3 clusters Score -3309371 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3309524.250000 Penalty: 5001.796387
	Iteration 16Q: 3 clusters Score -3309524 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3309660.500000 Penalty: 5001.796387
	Iteration 17Q: 3 clusters Score -3309660 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3309777.000000 Penalty: 5001.796387
	Iteration 18Q: 3 clusters Score -3309777 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3309901.750000 Penalty: 5001.796387
	Iteration 19Q: 3 clusters Score -3309902 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3310021.000000 Penalty: 5001.796387
	Iteration 20F: 3 clusters Score -3310021 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3310131.000000 Penalty: 5001.796387
	Iteration 21Q: 3 clusters Score -3310131 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3310256.500000 Penalty: 5001.796387
	Iteration 22Q: 3 clusters Score -3310256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3310393.750000 Penalty: 5001.796387
	Iteration 23Q: 3 clusters Score -3310394 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3310490.000000 Penalty: 5001.796387
	Iteration 24Q: 3 clusters Score -3310490 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3310583.000000 Penalty: 5001.796387
	Iteration 25Q: 3 clusters Score -3310583 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3310690.750000 Penalty: 5001.796387
	Iteration 26Q: 3 clusters Score -3310691 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3310779.250000 Penalty: 5001.796387
	Iteration 27Q: 3 clusters Score -3310779 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3310868.500000 Penalty: 5001.796387
	Iteration 28Q: 3 clusters Score -3310868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3310941.750000 Penalty: 5001.796387
	Iteration 29Q: 3 clusters Score -3310942 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3311019.000000 Penalty: 5001.796387
	Iteration 30Q: 3 clusters Score -3311019 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3311087.000000 Penalty: 5001.796387
	Iteration 31Q: 3 clusters Score -3311087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3311145.500000 Penalty: 5001.796387
	Iteration 32Q: 3 clusters Score -3311146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3311199.250000 Penalty: 5001.796387
	Iteration 33Q: 3 clusters Score -3311199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3311256.500000 Penalty: 5001.796387
	Iteration 34Q: 3 clusters Score -3311256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3311317.750000 Penalty: 5001.796387
	Iteration 35Q: 3 clusters Score -3311318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3311352.000000 Penalty: 5001.796387
	Iteration 36Q: 3 clusters Score -3311352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3311374.750000 Penalty: 5001.796387
	Iteration 37Q: 3 clusters Score -3311375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3311386.750000 Penalty: 5001.796387
	Iteration 38Q: 3 clusters Score -3311387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3311412.750000 Penalty: 5001.796387
	Iteration 39Q: 3 clusters Score -3311413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3311437.250000 Penalty: 5001.796387
	Iteration 40F: 3 clusters Score -3311437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3311471.000000 Penalty: 5001.796387
	Iteration 41Q: 3 clusters Score -3311471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3311491.000000 Penalty: 5001.796387
	Iteration 42Q: 3 clusters Score -3311491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3311511.750000 Penalty: 5001.796387
	Iteration 43Q: 3 clusters Score -3311512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3311532.000000 Penalty: 5001.796387
	Iteration 44Q: 3 clusters Score -3311532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3311540.250000 Penalty: 5001.796387
	Iteration 45Q: 3 clusters Score -3311540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3311549.750000 Penalty: 5001.796387
	Iteration 46Q: 3 clusters Score -3311550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3311551.500000 Penalty: 5001.796387
	Iteration 47Q: 3 clusters Score -3311552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3311564.000000 Penalty: 5001.796387
	Iteration 48Q: 3 clusters Score -3311564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3311568.250000 Penalty: 5001.796387
	Iteration 49Q: 3 clusters Score -3311568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3311571.500000 Penalty: 5001.796387
	Iteration 50Q: 3 clusters Score -3311572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3311571.250000 Penalty: 5001.796387
	Iteration 51Q: 3 clusters Score -3311571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3311575.000000 Penalty: 5001.796387
	Iteration 52Q: 3 clusters Score -3311575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3311587.000000 Penalty: 5001.796387
	Iteration 53Q: 3 clusters Score -3311587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3311580.250000 Penalty: 5001.796387
	Iteration 54Q: 3 clusters Score -3311580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3311583.250000 Penalty: 5001.796387
	Iteration 55Q: 3 clusters Score -3311583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3311580.250000 Penalty: 5001.796387
	Iteration 56Q: 3 clusters Score -3311580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3311585.500000 Penalty: 5001.796387
	Iteration 57Q: 3 clusters Score -3311586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3311588.250000 Penalty: 5001.796387
	Iteration 58Q: 3 clusters Score -3311588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3311592.250000 Penalty: 5001.796387
	Iteration 59Q: 3 clusters Score -3311592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3311600.250000 Penalty: 5001.796387
	Iteration 60F: 3 clusters Score -3311600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3311601.250000 Penalty: 5001.796387
	Iteration 61Q: 3 clusters Score -3311601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3311606.000000 Penalty: 5001.796387
	Iteration 62Q: 3 clusters Score -3311606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3311601.750000 Penalty: 5001.796387
	Iteration 63Q: 3 clusters Score -3311602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3311603.750000 Penalty: 5001.796387
	Iteration 64Q: 3 clusters Score -3311604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3311608.250000 Penalty: 5001.796387
	Iteration 65Q: 3 clusters Score -3311608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3311605.750000 Penalty: 5001.796387
	Iteration 66Q: 3 clusters Score -3311606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3311607.250000 Penalty: 5001.796387
	Iteration 67Q: 3 clusters Score -3311607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3311610.250000 Penalty: 5001.796387
	Iteration 68Q: 3 clusters Score -3311610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3311619.000000 Penalty: 5001.796387
	Iteration 69Q: 3 clusters Score -3311619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3311623.000000 Penalty: 5001.796387
	Iteration 70Q: 3 clusters Score -3311623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3311629.500000 Penalty: 5001.796387
	Iteration 71Q: 3 clusters Score -3311630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3311629.250000 Penalty: 5001.796387
	Iteration 72Q: 3 clusters Score -3311629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3311633.250000 Penalty: 5001.796387
	Iteration 73Q: 3 clusters Score -3311633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3311641.250000 Penalty: 5001.796387
	Iteration 74Q: 3 clusters Score -3311641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3311643.000000 Penalty: 5001.796387
	Iteration 75Q: 3 clusters Score -3311643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3311644.500000 Penalty: 5001.796387
	Iteration 76Q: 3 clusters Score -3311644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3311645.750000 Penalty: 5001.796387
	Iteration 77Q: 3 clusters Score -3311646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3311646.000000 Penalty: 5001.796387
	Iteration 78Q: 3 clusters Score -3311646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3311649.500000 Penalty: 5001.796387
	Iteration 79Q: 3 clusters Score -3311650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3311654.000000 Penalty: 5001.796387
	Iteration 80F: 3 clusters Score -3311654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3311660.250000 Penalty: 5001.796387
	Iteration 81Q: 3 clusters Score -3311660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3311659.250000 Penalty: 5001.796387
	Iteration 82Q: 3 clusters Score -3311659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3311666.500000 Penalty: 5001.796387
	Iteration 83Q: 3 clusters Score -3311666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3311665.250000 Penalty: 5001.796387
	Iteration 84Q: 3 clusters Score -3311665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3311663.250000 Penalty: 5001.796387
	Iteration 85Q: 3 clusters Score -3311663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3311664.750000 Penalty: 5001.796387
	Iteration 86Q: 3 clusters Score -3311665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3311666.000000 Penalty: 5001.796387
	Iteration 87Q: 3 clusters Score -3311666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3311669.000000 Penalty: 5001.796387
	Iteration 88Q: 3 clusters Score -3311669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3311672.750000 Penalty: 5001.796387
	Iteration 89Q: 3 clusters Score -3311673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3311673.500000 Penalty: 5001.796387
	Iteration 90Q: 3 clusters Score -3311674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3311678.250000 Penalty: 5001.796387
	Iteration 91Q: 3 clusters Score -3311678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3311677.250000 Penalty: 5001.796387
	Iteration 92Q: 3 clusters Score -3311677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3311677.000000 Penalty: 5001.796387
	Iteration 93Q: 3 clusters Score -3311677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3311681.000000 Penalty: 5001.796387
	Iteration 94Q: 3 clusters Score -3311681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3311678.500000 Penalty: 5001.796387
	Iteration 95Q: 3 clusters Score -3311678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3311683.500000 Penalty: 5001.796387
	Iteration 96Q: 3 clusters Score -3311684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3311683.500000 Penalty: 5001.796387
	Iteration 97F: 3 clusters Score -3311684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Entering Unmasked Estep 
Score: -9912586.000000 Penalty: 2780.980225
	Iteration 0F: 2 clusters Score -9912586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -9862574.000000 Penalty: 5561.960449
	Iteration 0F: 3 clusters Score -9862574 nChanged 34867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -9882152.000000 Penalty: 5561.960449
	Iteration 1F: 3 clusters Score -9882152 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -9882746.000000 Penalty: 5561.960449
	Iteration 2Q: 3 clusters Score -9882746 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9883303.000000 Penalty: 5561.960449
	Iteration 3Q: 3 clusters Score -9883303 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -9883981.000000 Penalty: 5561.960449
	Iteration 4Q: 3 clusters Score -9883981 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9884814.000000 Penalty: 5561.960449
	Iteration 5Q: 3 clusters Score -9884814 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -9885813.000000 Penalty: 5561.960449
	Iteration 6Q: 3 clusters Score -9885813 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -9887170.000000 Penalty: 5561.960449
	Iteration 7Q: 3 clusters Score -9887170 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -9888757.000000 Penalty: 5561.960449
	Iteration 8Q: 3 clusters Score -9888757 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -9890589.000000 Penalty: 5561.960449
	Iteration 9F: 3 clusters Score -9890589 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -9892485.000000 Penalty: 5561.960449
	Iteration 10F: 3 clusters Score -9892485 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -9894545.000000 Penalty: 5561.960449
	Iteration 11F: 3 clusters Score -9894545 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -9896529.000000 Penalty: 5561.960449
	Iteration 12Q: 3 clusters Score -9896529 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -9898130.000000 Penalty: 5561.960449
	Iteration 13Q: 3 clusters Score -9898130 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -9899377.000000 Penalty: 5561.960449
	Iteration 14Q: 3 clusters Score -9899377 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -9900276.000000 Penalty: 5561.960449
	Iteration 15Q: 3 clusters Score -9900276 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9900933.000000 Penalty: 5561.960449
	Iteration 16Q: 3 clusters Score -9900933 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -9901424.000000 Penalty: 5561.960449
	Iteration 17Q: 3 clusters Score -9901424 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -9902021.000000 Penalty: 5561.960449
	Iteration 18Q: 3 clusters Score -9902021 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -9902575.000000 Penalty: 5561.960449
	Iteration 19Q: 3 clusters Score -9902575 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -9903253.000000 Penalty: 5561.960449
	Iteration 20F: 3 clusters Score -9903253 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -9904000.000000 Penalty: 5561.960449
	Iteration 21Q: 3 clusters Score -9904000 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -9904872.000000 Penalty: 5561.960449
	Iteration 22Q: 3 clusters Score -9904872 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -9905755.000000 Penalty: 5561.960449
	Iteration 23Q: 3 clusters Score -9905755 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -9906780.000000 Penalty: 5561.960449
	Iteration 24Q: 3 clusters Score -9906780 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -9907600.000000 Penalty: 5561.960449
	Iteration 25Q: 3 clusters Score -9907600 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -9908263.000000 Penalty: 5561.960449
	Iteration 26Q: 3 clusters Score -9908263 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -9908554.000000 Penalty: 5561.960449
	Iteration 27Q: 3 clusters Score -9908554 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -9908942.000000 Penalty: 5561.960449
	Iteration 28Q: 3 clusters Score -9908942 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -9909267.000000 Penalty: 5561.960449
	Iteration 29Q: 3 clusters Score -9909267 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -9909455.000000 Penalty: 5561.960449
	Iteration 30Q: 3 clusters Score -9909455 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -9909600.000000 Penalty: 5561.960449
	Iteration 31Q: 3 clusters Score -9909600 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -9909767.000000 Penalty: 5561.960449
	Iteration 32Q: 3 clusters Score -9909767 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -9909908.000000 Penalty: 5561.960449
	Iteration 33Q: 3 clusters Score -9909908 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -9909961.000000 Penalty: 5561.960449
	Iteration 34Q: 3 clusters Score -9909961 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -9910012.000000 Penalty: 5561.960449
	Iteration 35Q: 3 clusters Score -9910012 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -9910066.000000 Penalty: 5561.960449
	Iteration 36Q: 3 clusters Score -9910066 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -9910128.000000 Penalty: 5561.960449
	Iteration 37Q: 3 clusters Score -9910128 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -9910210.000000 Penalty: 5561.960449
	Iteration 38Q: 3 clusters Score -9910210 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -9910300.000000 Penalty: 5561.960449
	Iteration 39Q: 3 clusters Score -9910300 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -9910321.000000 Penalty: 5561.960449
	Iteration 40F: 3 clusters Score -9910321 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -9910352.000000 Penalty: 5561.960449
	Iteration 41Q: 3 clusters Score -9910352 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -9910368.000000 Penalty: 5561.960449
	Iteration 42Q: 3 clusters Score -9910368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -9910439.000000 Penalty: 5561.960449
	Iteration 43Q: 3 clusters Score -9910439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -9910456.000000 Penalty: 5561.960449
	Iteration 44Q: 3 clusters Score -9910456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -9910475.000000 Penalty: 5561.960449
	Iteration 45Q: 3 clusters Score -9910475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9910514.000000 Penalty: 5561.960449
	Iteration 46Q: 3 clusters Score -9910514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -9910539.000000 Penalty: 5561.960449
	Iteration 47Q: 3 clusters Score -9910539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -9910533.000000 Penalty: 5561.960449
	Iteration 48Q: 3 clusters Score -9910533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -9910539.000000 Penalty: 5561.960449
	Iteration 49Q: 3 clusters Score -9910539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -9910553.000000 Penalty: 5561.960449
	Iteration 50Q: 3 clusters Score -9910553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -9910569.000000 Penalty: 5561.960449
	Iteration 51Q: 3 clusters Score -9910569 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -9910570.000000 Penalty: 5561.960449
	Iteration 52Q: 3 clusters Score -9910570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -9910588.000000 Penalty: 5561.960449
	Iteration 53Q: 3 clusters Score -9910588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -9910593.000000 Penalty: 5561.960449
	Iteration 54Q: 3 clusters Score -9910593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -9910612.000000 Penalty: 5561.960449
	Iteration 55Q: 3 clusters Score -9910612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -9910600.000000 Penalty: 5561.960449
	Iteration 56Q: 3 clusters Score -9910600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9910617.000000 Penalty: 5561.960449
	Iteration 57Q: 3 clusters Score -9910617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -9910600.000000 Penalty: 5561.960449
	Iteration 58Q: 3 clusters Score -9910600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -9910628.000000 Penalty: 5561.960449
	Iteration 59Q: 3 clusters Score -9910628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -9910643.000000 Penalty: 5561.960449
	Iteration 60F: 3 clusters Score -9910643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -9910656.000000 Penalty: 5561.960449
	Iteration 61Q: 3 clusters Score -9910656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -9910650.000000 Penalty: 5561.960449
	Iteration 62Q: 3 clusters Score -9910650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -9910643.000000 Penalty: 5561.960449
	Iteration 63Q: 3 clusters Score -9910643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9910659.000000 Penalty: 5561.960449
	Iteration 64Q: 3 clusters Score -9910659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -9910665.000000 Penalty: 5561.960449
	Iteration 65Q: 3 clusters Score -9910665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -9910658.000000 Penalty: 5561.960449
	Iteration 66Q: 3 clusters Score -9910658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -9910661.000000 Penalty: 5561.960449
	Iteration 67Q: 3 clusters Score -9910661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -9910662.000000 Penalty: 5561.960449
	Iteration 68Q: 3 clusters Score -9910662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9910661.000000 Penalty: 5561.960449
	Iteration 69Q: 3 clusters Score -9910661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -9910660.000000 Penalty: 5561.960449
	Iteration 70Q: 3 clusters Score -9910660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -9910656.000000 Penalty: 5561.960449
	Iteration 71Q: 3 clusters Score -9910656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 72Q: 3 clusters Score -9910654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 73Q: 3 clusters Score -9910654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 74Q: 3 clusters Score -9910654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -9910655.000000 Penalty: 5561.960449
	Iteration 75Q: 3 clusters Score -9910655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 76Q: 3 clusters Score -9910654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -9910664.000000 Penalty: 5561.960449
	Iteration 77Q: 3 clusters Score -9910664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -9910671.000000 Penalty: 5561.960449
	Iteration 78Q: 3 clusters Score -9910671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -9910670.000000 Penalty: 5561.960449
	Iteration 79Q: 3 clusters Score -9910670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -9910681.000000 Penalty: 5561.960449
	Iteration 80F: 3 clusters Score -9910681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9910681.000000 Penalty: 5561.960449
	Iteration 81Q: 3 clusters Score -9910681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -9910689.000000 Penalty: 5561.960449
	Iteration 82Q: 3 clusters Score -9910689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -9910682.000000 Penalty: 5561.960449
	Iteration 83Q: 3 clusters Score -9910682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 84Q: 3 clusters Score -9910683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -9910686.000000 Penalty: 5561.960449
	Iteration 85Q: 3 clusters Score -9910686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -9910674.000000 Penalty: 5561.960449
	Iteration 86Q: 3 clusters Score -9910674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 87Q: 3 clusters Score -9910683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -9910681.000000 Penalty: 5561.960449
	Iteration 88Q: 3 clusters Score -9910681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -9910690.000000 Penalty: 5561.960449
	Iteration 89Q: 3 clusters Score -9910690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -9910688.000000 Penalty: 5561.960449
	Iteration 90Q: 3 clusters Score -9910688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9910690.000000 Penalty: 5561.960449
	Iteration 91Q: 3 clusters Score -9910690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -9910693.000000 Penalty: 5561.960449
	Iteration 92Q: 3 clusters Score -9910693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -9910690.000000 Penalty: 5561.960449
	Iteration 93Q: 3 clusters Score -9910690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -9910690.000000 Penalty: 5561.960449
	Iteration 94F: 3 clusters Score -9910690 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: -114374.343750 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -114374.3 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 443 members 
Entering Unmasked Estep 
Score: -112546.789062 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -112546.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112986.570312 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -112986.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113100.664062 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -113100.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113186.007812 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -113186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113244.132812 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -113244.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -113288.265625 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -113288.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113333.945312 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -113333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113378.757812 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -113378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113410.828125 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -113410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113440.046875 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -113440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113465.945312 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -113465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113491.546875 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -113491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -113520.460938 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -113520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113533.242188 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -113533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -113542.117188 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -113542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -113543.437500 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -113543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113545.179688 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -113545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113545.179688 Penalty: 3377.283447
	Iteration 17F: 3 clusters Score -113545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -812242.250000 Penalty: 2170.404785
	Iteration 0F: 2 clusters Score -812242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -806881.937500 Penalty: 4340.809570
	Iteration 0F: 3 clusters Score -806881.9 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -808149.125000 Penalty: 4340.809570
	Iteration 1F: 3 clusters Score -808149.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -808430.062500 Penalty: 4340.809570
	Iteration 2F: 3 clusters Score -808430.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -808654.125000 Penalty: 4340.809570
	Iteration 3F: 3 clusters Score -808654.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -808852.000000 Penalty: 4340.809570
	Iteration 4F: 3 clusters Score -808852 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -808996.375000 Penalty: 4340.809570
	Iteration 5Q: 3 clusters Score -808996.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -809095.375000 Penalty: 4340.809570
	Iteration 6Q: 3 clusters Score -809095.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -809180.125000 Penalty: 4340.809570
	Iteration 7Q: 3 clusters Score -809180.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -809251.500000 Penalty: 4340.809570
	Iteration 8Q: 3 clusters Score -809251.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -809312.437500 Penalty: 4340.809570
	Iteration 9Q: 3 clusters Score -809312.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -809375.000000 Penalty: 4340.809570
	Iteration 10Q: 3 clusters Score -809375 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -809437.937500 Penalty: 4340.809570
	Iteration 11Q: 3 clusters Score -809437.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -809486.062500 Penalty: 4340.809570
	Iteration 12Q: 3 clusters Score -809486.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -809541.312500 Penalty: 4340.809570
	Iteration 13Q: 3 clusters Score -809541.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -809589.250000 Penalty: 4340.809570
	Iteration 14Q: 3 clusters Score -809589.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -809630.937500 Penalty: 4340.809570
	Iteration 15Q: 3 clusters Score -809630.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -809664.062500 Penalty: 4340.809570
	Iteration 16Q: 3 clusters Score -809664.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -809698.000000 Penalty: 4340.809570
	Iteration 17Q: 3 clusters Score -809698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -809725.437500 Penalty: 4340.809570
	Iteration 18Q: 3 clusters Score -809725.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -809740.750000 Penalty: 4340.809570
	Iteration 19Q: 3 clusters Score -809740.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -809757.750000 Penalty: 4340.809570
	Iteration 20F: 3 clusters Score -809757.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -809773.625000 Penalty: 4340.809570
	Iteration 21Q: 3 clusters Score -809773.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -809787.687500 Penalty: 4340.809570
	Iteration 22Q: 3 clusters Score -809787.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -809804.562500 Penalty: 4340.809570
	Iteration 23Q: 3 clusters Score -809804.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -809811.750000 Penalty: 4340.809570
	Iteration 24Q: 3 clusters Score -809811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -809817.062500 Penalty: 4340.809570
	Iteration 25Q: 3 clusters Score -809817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -809819.500000 Penalty: 4340.809570
	Iteration 26Q: 3 clusters Score -809819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -809824.312500 Penalty: 4340.809570
	Iteration 27Q: 3 clusters Score -809824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -809827.187500 Penalty: 4340.809570
	Iteration 28Q: 3 clusters Score -809827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -809831.187500 Penalty: 4340.809570
	Iteration 29Q: 3 clusters Score -809831.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -809835.000000 Penalty: 4340.809570
	Iteration 30Q: 3 clusters Score -809835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -809837.312500 Penalty: 4340.809570
	Iteration 31Q: 3 clusters Score -809837.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -809840.000000 Penalty: 4340.809570
	Iteration 32Q: 3 clusters Score -809840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -809840.687500 Penalty: 4340.809570
	Iteration 33Q: 3 clusters Score -809840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -809843.375000 Penalty: 4340.809570
	Iteration 34Q: 3 clusters Score -809843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -809844.375000 Penalty: 4340.809570
	Iteration 35Q: 3 clusters Score -809844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -809844.562500 Penalty: 4340.809570
	Iteration 36Q: 3 clusters Score -809844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -809843.812500 Penalty: 4340.809570
	Iteration 37Q: 3 clusters Score -809843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -809844.625000 Penalty: 4340.809570
	Iteration 38Q: 3 clusters Score -809844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -809845.687500 Penalty: 4340.809570
	Iteration 39Q: 3 clusters Score -809845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -809846.062500 Penalty: 4340.809570
	Iteration 40F: 3 clusters Score -809846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -809844.562500 Penalty: 4340.809570
	Iteration 41Q: 3 clusters Score -809844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -809846.437500 Penalty: 4340.809570
	Iteration 42Q: 3 clusters Score -809846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -809847.375000 Penalty: 4340.809570
	Iteration 43Q: 3 clusters Score -809847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -809846.000000 Penalty: 4340.809570
	Iteration 44Q: 3 clusters Score -809846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -809846.187500 Penalty: 4340.809570
	Iteration 45Q: 3 clusters Score -809846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -809846.187500 Penalty: 4340.809570
	Iteration 46F: 3 clusters Score -809846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Entering Unmasked Estep 
Score: -14457611.000000 Penalty: 2871.678711
	Iteration 0F: 2 clusters Score -1.445761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -14386138.000000 Penalty: 5743.357422
	Iteration 0F: 3 clusters Score -1.438614e+07 nChanged 50630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -14415214.000000 Penalty: 5743.357422
	Iteration 1F: 3 clusters Score -1.441521e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -14416007.000000 Penalty: 5743.357422
	Iteration 2Q: 3 clusters Score -1.441601e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -14416736.000000 Penalty: 5743.357422
	Iteration 3Q: 3 clusters Score -1.441674e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -14417720.000000 Penalty: 5743.357422
	Iteration 4Q: 3 clusters Score -1.441772e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -14418777.000000 Penalty: 5743.357422
	Iteration 5Q: 3 clusters Score -1.441878e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -14420318.000000 Penalty: 5743.357422
	Iteration 6Q: 3 clusters Score -1.442032e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -14422896.000000 Penalty: 5743.357422
	Iteration 7Q: 3 clusters Score -1.44229e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -14427381.000000 Penalty: 5743.357422
	Iteration 8F: 3 clusters Score -1.442738e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -14433681.000000 Penalty: 5743.357422
	Iteration 9F: 3 clusters Score -1.443368e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -14440477.000000 Penalty: 5743.357422
	Iteration 10F: 3 clusters Score -1.444048e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -14445955.000000 Penalty: 5743.357422
	Iteration 11F: 3 clusters Score -1.444596e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -14449360.000000 Penalty: 5743.357422
	Iteration 12Q: 3 clusters Score -1.444936e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -14451274.000000 Penalty: 5743.357422
	Iteration 13Q: 3 clusters Score -1.445127e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -14452398.000000 Penalty: 5743.357422
	Iteration 14Q: 3 clusters Score -1.44524e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -14453105.000000 Penalty: 5743.357422
	Iteration 15Q: 3 clusters Score -1.44531e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -14453579.000000 Penalty: 5743.357422
	Iteration 16Q: 3 clusters Score -1.445358e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -14454008.000000 Penalty: 5743.357422
	Iteration 17Q: 3 clusters Score -1.445401e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -14454239.000000 Penalty: 5743.357422
	Iteration 18Q: 3 clusters Score -1.445424e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -14454414.000000 Penalty: 5743.357422
	Iteration 19Q: 3 clusters Score -1.445441e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14454546.000000 Penalty: 5743.357422
	Iteration 20F: 3 clusters Score -1.445455e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14454665.000000 Penalty: 5743.357422
	Iteration 21Q: 3 clusters Score -1.445466e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14454733.000000 Penalty: 5743.357422
	Iteration 22Q: 3 clusters Score -1.445473e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14454796.000000 Penalty: 5743.357422
	Iteration 23Q: 3 clusters Score -1.44548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14454831.000000 Penalty: 5743.357422
	Iteration 24Q: 3 clusters Score -1.445483e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14454854.000000 Penalty: 5743.357422
	Iteration 25Q: 3 clusters Score -1.445485e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14454889.000000 Penalty: 5743.357422
	Iteration 26Q: 3 clusters Score -1.445489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14454903.000000 Penalty: 5743.357422
	Iteration 27Q: 3 clusters Score -1.44549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14454943.000000 Penalty: 5743.357422
	Iteration 28Q: 3 clusters Score -1.445494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14454952.000000 Penalty: 5743.357422
	Iteration 29Q: 3 clusters Score -1.445495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14454985.000000 Penalty: 5743.357422
	Iteration 30Q: 3 clusters Score -1.445498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14455028.000000 Penalty: 5743.357422
	Iteration 31Q: 3 clusters Score -1.445503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105890 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14455027.000000 Penalty: 5743.357422
	Iteration 32Q: 3 clusters Score -1.445503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14455046.000000 Penalty: 5743.357422
	Iteration 33Q: 3 clusters Score -1.445505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14455034.000000 Penalty: 5743.357422
	Iteration 34Q: 3 clusters Score -1.445503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14455068.000000 Penalty: 5743.357422
	Iteration 35Q: 3 clusters Score -1.445507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14455076.000000 Penalty: 5743.357422
	Iteration 36Q: 3 clusters Score -1.445508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14455099.000000 Penalty: 5743.357422
	Iteration 37Q: 3 clusters Score -1.44551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14455098.000000 Penalty: 5743.357422
	Iteration 38Q: 3 clusters Score -1.44551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14455112.000000 Penalty: 5743.357422
	Iteration 39Q: 3 clusters Score -1.445511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14455123.000000 Penalty: 5743.357422
	Iteration 40F: 3 clusters Score -1.445512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14455126.000000 Penalty: 5743.357422
	Iteration 41Q: 3 clusters Score -1.445513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14455134.000000 Penalty: 5743.357422
	Iteration 42Q: 3 clusters Score -1.445513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14455135.000000 Penalty: 5743.357422
	Iteration 43Q: 3 clusters Score -1.445514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14455135.000000 Penalty: 5743.357422
	Iteration 44Q: 3 clusters Score -1.445514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14455143.000000 Penalty: 5743.357422
	Iteration 45Q: 3 clusters Score -1.445514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106109 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14455153.000000 Penalty: 5743.357422
	Iteration 46Q: 3 clusters Score -1.445515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14455158.000000 Penalty: 5743.357422
	Iteration 47Q: 3 clusters Score -1.445516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14455170.000000 Penalty: 5743.357422
	Iteration 48Q: 3 clusters Score -1.445517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14455168.000000 Penalty: 5743.357422
	Iteration 49Q: 3 clusters Score -1.445517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14455182.000000 Penalty: 5743.357422
	Iteration 50Q: 3 clusters Score -1.445518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14455172.000000 Penalty: 5743.357422
	Iteration 51Q: 3 clusters Score -1.445517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14455174.000000 Penalty: 5743.357422
	Iteration 52Q: 3 clusters Score -1.445517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106151 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14455175.000000 Penalty: 5743.357422
	Iteration 53Q: 3 clusters Score -1.445518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14455169.000000 Penalty: 5743.357422
	Iteration 54Q: 3 clusters Score -1.445517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14455169.000000 Penalty: 5743.357422
	Iteration 55F: 3 clusters Score -1.445517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2126272.500000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -2126272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2114092.750000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -2114093 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2118245.250000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -2118245 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2118926.500000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -2118926 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2119692.750000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -2119693 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2120522.750000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -2120523 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2121295.750000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -2121296 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2122067.750000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -2122068 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2122790.500000 Penalty: 4827.006836
	Iteration 7F: 3 clusters Score -2122790 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2123435.250000 Penalty: 4827.006836
	Iteration 8F: 3 clusters Score -2123435 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2123920.000000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -2123920 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2124277.250000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -2124277 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2124535.000000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -2124535 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2124738.250000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -2124738 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2124870.750000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -2124871 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2124961.750000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -2124962 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2125018.000000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -2125018 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2125064.250000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -2125064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2125097.250000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -2125097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2125138.750000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -2125139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2125164.500000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -2125164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2125196.250000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -2125196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2125228.750000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -2125229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2125256.500000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -2125256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2125271.000000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -2125271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2125286.750000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -2125287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2125295.000000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -2125295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2125300.500000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -2125300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2125312.250000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -2125312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2125315.750000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -2125316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2125321.500000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -2125322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2125331.000000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -2125331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2125331.000000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -2125331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2125341.000000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -2125341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2125350.500000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -2125350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2125350.000000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -2125350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2125355.000000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -2125355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2125355.500000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -2125356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2125359.750000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -2125360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2125366.000000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -2125366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2125373.750000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -2125374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2125373.000000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -2125373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2125377.500000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -2125378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2125374.750000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -2125375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2125377.250000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -2125377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2125379.750000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -2125380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2125386.750000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -2125387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2125385.250000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -2125385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2125392.500000 Penalty: 4827.006836
	Iteration 47Q: 3 clusters Score -2125392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2125393.750000 Penalty: 4827.006836
	Iteration 48Q: 3 clusters Score -2125394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2125390.000000 Penalty: 4827.006836
	Iteration 49Q: 3 clusters Score -2125390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2125390.500000 Penalty: 4827.006836
	Iteration 50Q: 3 clusters Score -2125390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2125393.250000 Penalty: 4827.006836
	Iteration 51Q: 3 clusters Score -2125393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2125388.250000 Penalty: 4827.006836
	Iteration 52Q: 3 clusters Score -2125388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2125389.250000 Penalty: 4827.006836
	Iteration 53Q: 3 clusters Score -2125389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2125390.250000 Penalty: 4827.006836
	Iteration 54Q: 3 clusters Score -2125390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2125398.250000 Penalty: 4827.006836
	Iteration 55Q: 3 clusters Score -2125398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2125399.000000 Penalty: 4827.006836
	Iteration 56Q: 3 clusters Score -2125399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2125408.500000 Penalty: 4827.006836
	Iteration 57Q: 3 clusters Score -2125408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2125407.000000 Penalty: 4827.006836
	Iteration 58Q: 3 clusters Score -2125407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2125411.750000 Penalty: 4827.006836
	Iteration 59Q: 3 clusters Score -2125412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2125409.000000 Penalty: 4827.006836
	Iteration 60F: 3 clusters Score -2125409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2125413.500000 Penalty: 4827.006836
	Iteration 61Q: 3 clusters Score -2125414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2125414.750000 Penalty: 4827.006836
	Iteration 62Q: 3 clusters Score -2125415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2125419.500000 Penalty: 4827.006836
	Iteration 63Q: 3 clusters Score -2125420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2125417.000000 Penalty: 4827.006836
	Iteration 64Q: 3 clusters Score -2125417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2125425.250000 Penalty: 4827.006836
	Iteration 65Q: 3 clusters Score -2125425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2125429.000000 Penalty: 4827.006836
	Iteration 66Q: 3 clusters Score -2125429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2125431.750000 Penalty: 4827.006836
	Iteration 67Q: 3 clusters Score -2125432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2125441.500000 Penalty: 4827.006836
	Iteration 68Q: 3 clusters Score -2125442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2125437.750000 Penalty: 4827.006836
	Iteration 69Q: 3 clusters Score -2125438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2125444.000000 Penalty: 4827.006836
	Iteration 70Q: 3 clusters Score -2125444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2125449.000000 Penalty: 4827.006836
	Iteration 71Q: 3 clusters Score -2125449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2125442.500000 Penalty: 4827.006836
	Iteration 72Q: 3 clusters Score -2125442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2125446.000000 Penalty: 4827.006836
	Iteration 73Q: 3 clusters Score -2125446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2125449.000000 Penalty: 4827.006836
	Iteration 74Q: 3 clusters Score -2125449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2125452.250000 Penalty: 4827.006836
	Iteration 75Q: 3 clusters Score -2125452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2125452.750000 Penalty: 4827.006836
	Iteration 76Q: 3 clusters Score -2125453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2125451.500000 Penalty: 4827.006836
	Iteration 77Q: 3 clusters Score -2125452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2125454.750000 Penalty: 4827.006836
	Iteration 78Q: 3 clusters Score -2125455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2125452.250000 Penalty: 4827.006836
	Iteration 79Q: 3 clusters Score -2125452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2125458.250000 Penalty: 4827.006836
	Iteration 80F: 3 clusters Score -2125458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2125456.750000 Penalty: 4827.006836
	Iteration 81Q: 3 clusters Score -2125457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2125462.000000 Penalty: 4827.006836
	Iteration 82Q: 3 clusters Score -2125462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2125463.000000 Penalty: 4827.006836
	Iteration 83Q: 3 clusters Score -2125463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2125463.000000 Penalty: 4827.006836
	Iteration 84Q: 3 clusters Score -2125463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2125467.000000 Penalty: 4827.006836
	Iteration 85Q: 3 clusters Score -2125467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2125468.250000 Penalty: 4827.006836
	Iteration 86Q: 3 clusters Score -2125468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2125468.250000 Penalty: 4827.006836
	Iteration 87Q: 3 clusters Score -2125468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2125468.750000 Penalty: 4827.006836
	Iteration 88Q: 3 clusters Score -2125469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2125469.250000 Penalty: 4827.006836
	Iteration 89Q: 3 clusters Score -2125469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2125470.250000 Penalty: 4827.006836
	Iteration 90Q: 3 clusters Score -2125470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2125472.750000 Penalty: 4827.006836
	Iteration 91Q: 3 clusters Score -2125473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2125470.250000 Penalty: 4827.006836
	Iteration 92Q: 3 clusters Score -2125470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2125470.750000 Penalty: 4827.006836
	Iteration 93Q: 3 clusters Score -2125471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2125474.250000 Penalty: 4827.006836
	Iteration 94Q: 3 clusters Score -2125474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2125475.750000 Penalty: 4827.006836
	Iteration 95Q: 3 clusters Score -2125476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2125474.750000 Penalty: 4827.006836
	Iteration 96Q: 3 clusters Score -2125475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2125476.250000 Penalty: 4827.006836
	Iteration 97Q: 3 clusters Score -2125476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2125475.000000 Penalty: 4827.006836
	Iteration 98Q: 3 clusters Score -2125475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2125475.500000 Penalty: 4827.006836
	Iteration 99Q: 3 clusters Score -2125476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2125475.750000 Penalty: 4827.006836
	Iteration 100F: 3 clusters Score -2125476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2125476.250000 Penalty: 4827.006836
	Iteration 101Q: 3 clusters Score -2125476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2125477.250000 Penalty: 4827.006836
	Iteration 102Q: 3 clusters Score -2125477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2125478.750000 Penalty: 4827.006836
	Iteration 103Q: 3 clusters Score -2125479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2125479.750000 Penalty: 4827.006836
	Iteration 104Q: 3 clusters Score -2125480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2125479.250000 Penalty: 4827.006836
	Iteration 105Q: 3 clusters Score -2125479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2125480.500000 Penalty: 4827.006836
	Iteration 106Q: 3 clusters Score -2125480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2125482.000000 Penalty: 4827.006836
	Iteration 107Q: 3 clusters Score -2125482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2125482.750000 Penalty: 4827.006836
	Iteration 108Q: 3 clusters Score -2125483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2125478.000000 Penalty: 4827.006836
	Iteration 109Q: 3 clusters Score -2125478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2125480.250000 Penalty: 4827.006836
	Iteration 110Q: 3 clusters Score -2125480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2125479.250000 Penalty: 4827.006836
	Iteration 111Q: 3 clusters Score -2125479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2125472.250000 Penalty: 4827.006836
	Iteration 112Q: 3 clusters Score -2125472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2125471.500000 Penalty: 4827.006836
	Iteration 113Q: 3 clusters Score -2125472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2125473.500000 Penalty: 4827.006836
	Iteration 114Q: 3 clusters Score -2125474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2125476.500000 Penalty: 4827.006836
	Iteration 115Q: 3 clusters Score -2125476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2125476.750000 Penalty: 4827.006836
	Iteration 116Q: 3 clusters Score -2125477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2125477.250000 Penalty: 4827.006836
	Iteration 117Q: 3 clusters Score -2125477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2125476.750000 Penalty: 4827.006836
	Iteration 118Q: 3 clusters Score -2125477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2125479.750000 Penalty: 4827.006836
	Iteration 119Q: 3 clusters Score -2125480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2125482.750000 Penalty: 4827.006836
	Iteration 120F: 3 clusters Score -2125483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2125484.750000 Penalty: 4827.006836
	Iteration 121Q: 3 clusters Score -2125485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2125482.750000 Penalty: 4827.006836
	Iteration 122Q: 3 clusters Score -2125483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2125488.000000 Penalty: 4827.006836
	Iteration 123Q: 3 clusters Score -2125488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2125483.250000 Penalty: 4827.006836
	Iteration 124Q: 3 clusters Score -2125483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2125483.750000 Penalty: 4827.006836
	Iteration 125Q: 3 clusters Score -2125484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2125486.500000 Penalty: 4827.006836
	Iteration 126Q: 3 clusters Score -2125486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2125487.750000 Penalty: 4827.006836
	Iteration 127Q: 3 clusters Score -2125488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2125487.750000 Penalty: 4827.006836
	Iteration 128Q: 3 clusters Score -2125488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2125491.000000 Penalty: 4827.006836
	Iteration 129Q: 3 clusters Score -2125491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2125491.000000 Penalty: 4827.006836
	Iteration 130F: 3 clusters Score -2125491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Entering Unmasked Estep 
Score: -7445516.500000 Penalty: 2721.685791
	Iteration 0F: 2 clusters Score -7445516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7406220.500000 Penalty: 5443.371582
	Iteration 0F: 3 clusters Score -7406220 nChanged 27084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -7422023.500000 Penalty: 5443.371582
	Iteration 1F: 3 clusters Score -7422024 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -7423462.000000 Penalty: 5443.371582
	Iteration 2F: 3 clusters Score -7423462 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -7425255.000000 Penalty: 5443.371582
	Iteration 3F: 3 clusters Score -7425255 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7427686.000000 Penalty: 5443.371582
	Iteration 4F: 3 clusters Score -7427686 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -7430805.500000 Penalty: 5443.371582
	Iteration 5F: 3 clusters Score -7430806 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -7433908.500000 Penalty: 5443.371582
	Iteration 6F: 3 clusters Score -7433908 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -7436538.000000 Penalty: 5443.371582
	Iteration 7F: 3 clusters Score -7436538 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -7438494.000000 Penalty: 5443.371582
	Iteration 8Q: 3 clusters Score -7438494 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7439991.000000 Penalty: 5443.371582
	Iteration 9Q: 3 clusters Score -7439991 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7440932.500000 Penalty: 5443.371582
	Iteration 10Q: 3 clusters Score -7440932 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7441664.000000 Penalty: 5443.371582
	Iteration 11Q: 3 clusters Score -7441664 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7442245.000000 Penalty: 5443.371582
	Iteration 12Q: 3 clusters Score -7442245 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7442618.000000 Penalty: 5443.371582
	Iteration 13Q: 3 clusters Score -7442618 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7442873.500000 Penalty: 5443.371582
	Iteration 14Q: 3 clusters Score -7442874 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7443107.500000 Penalty: 5443.371582
	Iteration 15Q: 3 clusters Score -7443108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7443269.500000 Penalty: 5443.371582
	Iteration 16Q: 3 clusters Score -7443270 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7443380.000000 Penalty: 5443.371582
	Iteration 17Q: 3 clusters Score -7443380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7443461.500000 Penalty: 5443.371582
	Iteration 18Q: 3 clusters Score -7443462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7443547.500000 Penalty: 5443.371582
	Iteration 19Q: 3 clusters Score -7443548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7443615.000000 Penalty: 5443.371582
	Iteration 20F: 3 clusters Score -7443615 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7443658.000000 Penalty: 5443.371582
	Iteration 21Q: 3 clusters Score -7443658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7443732.000000 Penalty: 5443.371582
	Iteration 22Q: 3 clusters Score -7443732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7443809.000000 Penalty: 5443.371582
	Iteration 23Q: 3 clusters Score -7443809 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7443897.000000 Penalty: 5443.371582
	Iteration 24Q: 3 clusters Score -7443897 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7443952.500000 Penalty: 5443.371582
	Iteration 25Q: 3 clusters Score -7443952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7443998.000000 Penalty: 5443.371582
	Iteration 26Q: 3 clusters Score -7443998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7444035.500000 Penalty: 5443.371582
	Iteration 27Q: 3 clusters Score -7444036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7444050.500000 Penalty: 5443.371582
	Iteration 28Q: 3 clusters Score -7444050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7444079.500000 Penalty: 5443.371582
	Iteration 29Q: 3 clusters Score -7444080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7444090.000000 Penalty: 5443.371582
	Iteration 30Q: 3 clusters Score -7444090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7444114.500000 Penalty: 5443.371582
	Iteration 31Q: 3 clusters Score -7444114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7444108.500000 Penalty: 5443.371582
	Iteration 32Q: 3 clusters Score -7444108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7444117.500000 Penalty: 5443.371582
	Iteration 33Q: 3 clusters Score -7444118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7444125.500000 Penalty: 5443.371582
	Iteration 34Q: 3 clusters Score -7444126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7444130.000000 Penalty: 5443.371582
	Iteration 35Q: 3 clusters Score -7444130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7444129.500000 Penalty: 5443.371582
	Iteration 36Q: 3 clusters Score -7444130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7444138.500000 Penalty: 5443.371582
	Iteration 37Q: 3 clusters Score -7444138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7444138.000000 Penalty: 5443.371582
	Iteration 38Q: 3 clusters Score -7444138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7444145.500000 Penalty: 5443.371582
	Iteration 39F: 3 clusters Score -7444146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7444150.500000 Penalty: 5443.371582
	Iteration 40F: 3 clusters Score -7444150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7444140.500000 Penalty: 5443.371582
	Iteration 41Q: 3 clusters Score -7444140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7444152.500000 Penalty: 5443.371582
	Iteration 42Q: 3 clusters Score -7444152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7444147.500000 Penalty: 5443.371582
	Iteration 43Q: 3 clusters Score -7444148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7444146.500000 Penalty: 5443.371582
	Iteration 44Q: 3 clusters Score -7444146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7444151.500000 Penalty: 5443.371582
	Iteration 45Q: 3 clusters Score -7444152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7444140.000000 Penalty: 5443.371582
	Iteration 46Q: 3 clusters Score -7444140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7444149.000000 Penalty: 5443.371582
	Iteration 47Q: 3 clusters Score -7444149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7444151.500000 Penalty: 5443.371582
	Iteration 48Q: 3 clusters Score -7444152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7444150.500000 Penalty: 5443.371582
	Iteration 49Q: 3 clusters Score -7444150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7444150.500000 Penalty: 5443.371582
	Iteration 50F: 3 clusters Score -7444150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132941 members 
Entering Unmasked Estep 
Score: -17990192.000000 Penalty: 2925.819824
	Iteration 0F: 2 clusters Score -1.799019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -17902126.000000 Penalty: 5851.639648
	Iteration 0F: 3 clusters Score -1.790213e+07 nChanged 63352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -17939252.000000 Penalty: 5851.639648
	Iteration 1F: 3 clusters Score -1.793925e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -17940334.000000 Penalty: 5851.639648
	Iteration 2Q: 3 clusters Score -1.794033e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -17942014.000000 Penalty: 5851.639648
	Iteration 3Q: 3 clusters Score -1.794201e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -17944536.000000 Penalty: 5851.639648
	Iteration 4Q: 3 clusters Score -1.794454e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -17948508.000000 Penalty: 5851.639648
	Iteration 5F: 3 clusters Score -1.794851e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -17954514.000000 Penalty: 5851.639648
	Iteration 6F: 3 clusters Score -1.795451e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -17962576.000000 Penalty: 5851.639648
	Iteration 7F: 3 clusters Score -1.796258e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -17971224.000000 Penalty: 5851.639648
	Iteration 8F: 3 clusters Score -1.797122e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -17978066.000000 Penalty: 5851.639648
	Iteration 9F: 3 clusters Score -1.797807e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -17982074.000000 Penalty: 5851.639648
	Iteration 10Q: 3 clusters Score -1.798207e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124937 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -17984572.000000 Penalty: 5851.639648
	Iteration 11Q: 3 clusters Score -1.798457e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -17985938.000000 Penalty: 5851.639648
	Iteration 12Q: 3 clusters Score -1.798594e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -17986644.000000 Penalty: 5851.639648
	Iteration 13Q: 3 clusters Score -1.798664e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129172 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -17987246.000000 Penalty: 5851.639648
	Iteration 14Q: 3 clusters Score -1.798725e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129824 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17987596.000000 Penalty: 5851.639648
	Iteration 15Q: 3 clusters Score -1.79876e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -17987888.000000 Penalty: 5851.639648
	Iteration 16Q: 3 clusters Score -1.798789e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -17988110.000000 Penalty: 5851.639648
	Iteration 17Q: 3 clusters Score -1.798811e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17988292.000000 Penalty: 5851.639648
	Iteration 18Q: 3 clusters Score -1.798829e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -17988502.000000 Penalty: 5851.639648
	Iteration 19Q: 3 clusters Score -1.79885e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17988700.000000 Penalty: 5851.639648
	Iteration 20F: 3 clusters Score -1.79887e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17988846.000000 Penalty: 5851.639648
	Iteration 21Q: 3 clusters Score -1.798885e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17988966.000000 Penalty: 5851.639648
	Iteration 22Q: 3 clusters Score -1.798897e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17989088.000000 Penalty: 5851.639648
	Iteration 23Q: 3 clusters Score -1.798909e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17989148.000000 Penalty: 5851.639648
	Iteration 24Q: 3 clusters Score -1.798915e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -17989180.000000 Penalty: 5851.639648
	Iteration 25Q: 3 clusters Score -1.798918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -17989208.000000 Penalty: 5851.639648
	Iteration 26Q: 3 clusters Score -1.798921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17989248.000000 Penalty: 5851.639648
	Iteration 27Q: 3 clusters Score -1.798925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -17989286.000000 Penalty: 5851.639648
	Iteration 28Q: 3 clusters Score -1.798929e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -17989280.000000 Penalty: 5851.639648
	Iteration 29Q: 3 clusters Score -1.798928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -17989310.000000 Penalty: 5851.639648
	Iteration 30Q: 3 clusters Score -1.798931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -17989318.000000 Penalty: 5851.639648
	Iteration 31Q: 3 clusters Score -1.798932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -17989330.000000 Penalty: 5851.639648
	Iteration 32Q: 3 clusters Score -1.798933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -17989340.000000 Penalty: 5851.639648
	Iteration 33Q: 3 clusters Score -1.798934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -17989368.000000 Penalty: 5851.639648
	Iteration 34Q: 3 clusters Score -1.798937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130305 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17989370.000000 Penalty: 5851.639648
	Iteration 35Q: 3 clusters Score -1.798937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -17989390.000000 Penalty: 5851.639648
	Iteration 36Q: 3 clusters Score -1.798939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130265 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17989386.000000 Penalty: 5851.639648
	Iteration 37Q: 3 clusters Score -1.798939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -17989396.000000 Penalty: 5851.639648
	Iteration 38Q: 3 clusters Score -1.79894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130245 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -17989404.000000 Penalty: 5851.639648
	Iteration 39Q: 3 clusters Score -1.79894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -17989408.000000 Penalty: 5851.639648
	Iteration 40F: 3 clusters Score -1.798941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17989400.000000 Penalty: 5851.639648
	Iteration 41Q: 3 clusters Score -1.79894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17989424.000000 Penalty: 5851.639648
	Iteration 42Q: 3 clusters Score -1.798942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17989422.000000 Penalty: 5851.639648
	Iteration 43Q: 3 clusters Score -1.798942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17989398.000000 Penalty: 5851.639648
	Iteration 44Q: 3 clusters Score -1.79894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17989398.000000 Penalty: 5851.639648
	Iteration 45Q: 3 clusters Score -1.79894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -17989402.000000 Penalty: 5851.639648
	Iteration 46Q: 3 clusters Score -1.79894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17989406.000000 Penalty: 5851.639648
	Iteration 47Q: 3 clusters Score -1.798941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -17989400.000000 Penalty: 5851.639648
	Iteration 48Q: 3 clusters Score -1.79894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17989412.000000 Penalty: 5851.639648
	Iteration 49Q: 3 clusters Score -1.798941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17989410.000000 Penalty: 5851.639648
	Iteration 50Q: 3 clusters Score -1.798941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -17989418.000000 Penalty: 5851.639648
	Iteration 51Q: 3 clusters Score -1.798942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -17989410.000000 Penalty: 5851.639648
	Iteration 52Q: 3 clusters Score -1.798941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -17989408.000000 Penalty: 5851.639648
	Iteration 53Q: 3 clusters Score -1.798941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17989412.000000 Penalty: 5851.639648
	Iteration 54Q: 3 clusters Score -1.798941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -17989412.000000 Penalty: 5851.639648
	Iteration 55Q: 3 clusters Score -1.798941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -17989412.000000 Penalty: 5851.639648
	Iteration 56F: 3 clusters Score -1.798941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Entering Unmasked Estep 
Score: -1873260.000000 Penalty: 2362.273682
	Iteration 0F: 2 clusters Score -1873260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1863180.750000 Penalty: 4724.547363
	Iteration 0F: 3 clusters Score -1863181 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1866370.750000 Penalty: 4724.547363
	Iteration 1F: 3 clusters Score -1866371 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1866828.250000 Penalty: 4724.547363
	Iteration 2F: 3 clusters Score -1866828 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1867280.125000 Penalty: 4724.547363
	Iteration 3F: 3 clusters Score -1867280 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1867711.500000 Penalty: 4724.547363
	Iteration 4F: 3 clusters Score -1867712 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1868123.875000 Penalty: 4724.547363
	Iteration 5F: 3 clusters Score -1868124 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1868582.125000 Penalty: 4724.547363
	Iteration 6F: 3 clusters Score -1868582 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1869088.625000 Penalty: 4724.547363
	Iteration 7F: 3 clusters Score -1869089 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1869607.750000 Penalty: 4724.547363
	Iteration 8F: 3 clusters Score -1869608 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1870005.125000 Penalty: 4724.547363
	Iteration 9Q: 3 clusters Score -1870005 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1870342.000000 Penalty: 4724.547363
	Iteration 10Q: 3 clusters Score -1870342 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1870535.125000 Penalty: 4724.547363
	Iteration 11Q: 3 clusters Score -1870535 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1870652.750000 Penalty: 4724.547363
	Iteration 12Q: 3 clusters Score -1870653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1870739.750000 Penalty: 4724.547363
	Iteration 13Q: 3 clusters Score -1870740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1870817.375000 Penalty: 4724.547363
	Iteration 14Q: 3 clusters Score -1870817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1870877.625000 Penalty: 4724.547363
	Iteration 15Q: 3 clusters Score -1870878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1870927.125000 Penalty: 4724.547363
	Iteration 16Q: 3 clusters Score -1870927 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1870971.375000 Penalty: 4724.547363
	Iteration 17Q: 3 clusters Score -1870971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1871010.125000 Penalty: 4724.547363
	Iteration 18Q: 3 clusters Score -1871010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1871047.625000 Penalty: 4724.547363
	Iteration 19Q: 3 clusters Score -1871048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1871083.125000 Penalty: 4724.547363
	Iteration 20F: 3 clusters Score -1871083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1871112.375000 Penalty: 4724.547363
	Iteration 21Q: 3 clusters Score -1871112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1871136.875000 Penalty: 4724.547363
	Iteration 22Q: 3 clusters Score -1871137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1871149.500000 Penalty: 4724.547363
	Iteration 23Q: 3 clusters Score -1871150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1871160.125000 Penalty: 4724.547363
	Iteration 24Q: 3 clusters Score -1871160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1871177.500000 Penalty: 4724.547363
	Iteration 25Q: 3 clusters Score -1871178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1871195.250000 Penalty: 4724.547363
	Iteration 26Q: 3 clusters Score -1871195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1871211.125000 Penalty: 4724.547363
	Iteration 27Q: 3 clusters Score -1871211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1871214.375000 Penalty: 4724.547363
	Iteration 28Q: 3 clusters Score -1871214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1871225.625000 Penalty: 4724.547363
	Iteration 29Q: 3 clusters Score -1871226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1871229.750000 Penalty: 4724.547363
	Iteration 30Q: 3 clusters Score -1871230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1871238.500000 Penalty: 4724.547363
	Iteration 31Q: 3 clusters Score -1871238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1871243.500000 Penalty: 4724.547363
	Iteration 32Q: 3 clusters Score -1871244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1871250.125000 Penalty: 4724.547363
	Iteration 33Q: 3 clusters Score -1871250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1871269.000000 Penalty: 4724.547363
	Iteration 34Q: 3 clusters Score -1871269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1871300.375000 Penalty: 4724.547363
	Iteration 35Q: 3 clusters Score -1871300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1871330.375000 Penalty: 4724.547363
	Iteration 36Q: 3 clusters Score -1871330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1871359.125000 Penalty: 4724.547363
	Iteration 37Q: 3 clusters Score -1871359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1871374.500000 Penalty: 4724.547363
	Iteration 38Q: 3 clusters Score -1871374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1871388.125000 Penalty: 4724.547363
	Iteration 39Q: 3 clusters Score -1871388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1871396.625000 Penalty: 4724.547363
	Iteration 40F: 3 clusters Score -1871397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1871398.500000 Penalty: 4724.547363
	Iteration 41Q: 3 clusters Score -1871398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1871405.750000 Penalty: 4724.547363
	Iteration 42Q: 3 clusters Score -1871406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1871405.750000 Penalty: 4724.547363
	Iteration 43Q: 3 clusters Score -1871406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1871405.750000 Penalty: 4724.547363
	Iteration 44F: 3 clusters Score -1871406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -147484.796875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -147484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145524.718750 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -145524.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145798.375000 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -145798.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145876.781250 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -145876.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145920.390625 Penalty: 3469.899902
	Iteration 3Q: 3 clusters Score -145920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145946.093750 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -145946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145967.562500 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -145967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145979.359375 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -145979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145990.375000 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -145990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145993.875000 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -145993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145998.593750 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -145998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146004.750000 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -146004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -146007.781250 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -146007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146009.750000 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -146009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146009.750000 Penalty: 3469.899902
	Iteration 13F: 3 clusters Score -146009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185918.812500 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -185918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183631.093750 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -183631.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183993.859375 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -183993.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184121.328125 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -184121.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184182.765625 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -184182.8 nChanged 38
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: -184217.812500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -184217.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184241.359375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -184241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184255.312500 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -184255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184265.687500 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -184265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184272.765625 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -184272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184278.140625 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -184278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184281.328125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -184281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184284.921875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -184284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -184285.468750 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -184285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -184285.468750 Penalty: 3616.999268
	Iteration 13F: 3 clusters Score -184285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Entering Unmasked Estep 
Score: -12770544.000000 Penalty: 2838.601318
	Iteration 0F: 2 clusters Score -1.277054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -12708100.000000 Penalty: 5677.202637
	Iteration 0F: 3 clusters Score -1.27081e+07 nChanged 44051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -12733044.000000 Penalty: 5677.202637
	Iteration 1F: 3 clusters Score -1.273304e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -12734231.000000 Penalty: 5677.202637
	Iteration 2Q: 3 clusters Score -1.273423e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -12735913.000000 Penalty: 5677.202637
	Iteration 3Q: 3 clusters Score -1.273591e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -12738768.000000 Penalty: 5677.202637
	Iteration 4F: 3 clusters Score -1.273877e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -12743153.000000 Penalty: 5677.202637
	Iteration 5F: 3 clusters Score -1.274315e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -12748294.000000 Penalty: 5677.202637
	Iteration 6F: 3 clusters Score -1.274829e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -12752754.000000 Penalty: 5677.202637
	Iteration 7F: 3 clusters Score -1.275275e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -12756461.000000 Penalty: 5677.202637
	Iteration 8F: 3 clusters Score -1.275646e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -12759229.000000 Penalty: 5677.202637
	Iteration 9Q: 3 clusters Score -1.275923e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -12761701.000000 Penalty: 5677.202637
	Iteration 10Q: 3 clusters Score -1.27617e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -12763819.000000 Penalty: 5677.202637
	Iteration 11Q: 3 clusters Score -1.276382e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -12765337.000000 Penalty: 5677.202637
	Iteration 12Q: 3 clusters Score -1.276534e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -12766438.000000 Penalty: 5677.202637
	Iteration 13Q: 3 clusters Score -1.276644e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -12767070.000000 Penalty: 5677.202637
	Iteration 14Q: 3 clusters Score -1.276707e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -12767498.000000 Penalty: 5677.202637
	Iteration 15Q: 3 clusters Score -1.27675e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -12767710.000000 Penalty: 5677.202637
	Iteration 16Q: 3 clusters Score -1.276771e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -12767810.000000 Penalty: 5677.202637
	Iteration 17Q: 3 clusters Score -1.276781e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -12767872.000000 Penalty: 5677.202637
	Iteration 18Q: 3 clusters Score -1.276787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -12767922.000000 Penalty: 5677.202637
	Iteration 19Q: 3 clusters Score -1.276792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -12767951.000000 Penalty: 5677.202637
	Iteration 20F: 3 clusters Score -1.276795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -12767970.000000 Penalty: 5677.202637
	Iteration 21Q: 3 clusters Score -1.276797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12767990.000000 Penalty: 5677.202637
	Iteration 22Q: 3 clusters Score -1.276799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -12768001.000000 Penalty: 5677.202637
	Iteration 23Q: 3 clusters Score -1.2768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -12768017.000000 Penalty: 5677.202637
	Iteration 24Q: 3 clusters Score -1.276802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -12768020.000000 Penalty: 5677.202637
	Iteration 25Q: 3 clusters Score -1.276802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -12768017.000000 Penalty: 5677.202637
	Iteration 26Q: 3 clusters Score -1.276802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -12768038.000000 Penalty: 5677.202637
	Iteration 27Q: 3 clusters Score -1.276804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -12768041.000000 Penalty: 5677.202637
	Iteration 28Q: 3 clusters Score -1.276804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -12768034.000000 Penalty: 5677.202637
	Iteration 29Q: 3 clusters Score -1.276803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -12768043.000000 Penalty: 5677.202637
	Iteration 30Q: 3 clusters Score -1.276804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -12768046.000000 Penalty: 5677.202637
	Iteration 31Q: 3 clusters Score -1.276805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12768051.000000 Penalty: 5677.202637
	Iteration 32Q: 3 clusters Score -1.276805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -12768048.000000 Penalty: 5677.202637
	Iteration 33Q: 3 clusters Score -1.276805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12768042.000000 Penalty: 5677.202637
	Iteration 34Q: 3 clusters Score -1.276804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -12768045.000000 Penalty: 5677.202637
	Iteration 35Q: 3 clusters Score -1.276804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -12768045.000000 Penalty: 5677.202637
	Iteration 36F: 3 clusters Score -1.276804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63954.292969 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -63954.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62522.464844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62522.46 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62822.300781 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -62822.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62891.609375 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -62891.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62918.714844 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -62918.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62931.246094 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62931.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62933.347656 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62933.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62934.097656 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62936.699219 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62937.343750 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62937.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62937.343750 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -62937.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Entering Unmasked Estep 
Score: -4924823.000000 Penalty: 2605.406250
	Iteration 0F: 2 clusters Score -4924823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4900259.000000 Penalty: 5210.812500
	Iteration 0F: 3 clusters Score -4900259 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4909225.500000 Penalty: 5210.812500
	Iteration 1F: 3 clusters Score -4909226 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4909832.500000 Penalty: 5210.812500
	Iteration 2Q: 3 clusters Score -4909832 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4910560.000000 Penalty: 5210.812500
	Iteration 3Q: 3 clusters Score -4910560 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4911510.500000 Penalty: 5210.812500
	Iteration 4F: 3 clusters Score -4911510 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4912864.000000 Penalty: 5210.812500
	Iteration 5F: 3 clusters Score -4912864 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -4914724.000000 Penalty: 5210.812500
	Iteration 6F: 3 clusters Score -4914724 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4917111.000000 Penalty: 5210.812500
	Iteration 7F: 3 clusters Score -4917111 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4919322.000000 Penalty: 5210.812500
	Iteration 8F: 3 clusters Score -4919322 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4920934.000000 Penalty: 5210.812500
	Iteration 9Q: 3 clusters Score -4920934 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4921819.000000 Penalty: 5210.812500
	Iteration 10Q: 3 clusters Score -4921819 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4922187.000000 Penalty: 5210.812500
	Iteration 11Q: 3 clusters Score -4922187 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4922341.500000 Penalty: 5210.812500
	Iteration 12Q: 3 clusters Score -4922342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4922414.000000 Penalty: 5210.812500
	Iteration 13Q: 3 clusters Score -4922414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4922437.000000 Penalty: 5210.812500
	Iteration 14Q: 3 clusters Score -4922437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4922446.000000 Penalty: 5210.812500
	Iteration 15Q: 3 clusters Score -4922446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4922483.000000 Penalty: 5210.812500
	Iteration 16Q: 3 clusters Score -4922483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4922500.500000 Penalty: 5210.812500
	Iteration 17Q: 3 clusters Score -4922500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4922512.500000 Penalty: 5210.812500
	Iteration 18Q: 3 clusters Score -4922512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4922526.000000 Penalty: 5210.812500
	Iteration 19Q: 3 clusters Score -4922526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4922521.500000 Penalty: 5210.812500
	Iteration 20F: 3 clusters Score -4922522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4922524.500000 Penalty: 5210.812500
	Iteration 21Q: 3 clusters Score -4922524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4922524.500000 Penalty: 5210.812500
	Iteration 22F: 3 clusters Score -4922524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -105388.976562 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -105389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103590.804688 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -103590.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103829.218750 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103829.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103905.000000 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103938.554688 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -103938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103956.507812 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -103956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103966.632812 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -103966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103974.554688 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103982.031250 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -103982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103982.687500 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -103982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103983.375000 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -103983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103984.265625 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -103984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103989.921875 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -103989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103989.921875 Penalty: 3325.389648
	Iteration 12F: 3 clusters Score -103989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115792.390625 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115792.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116043.164062 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116043.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116122.812500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116122.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116169.445312 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116199.507812 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116215.031250 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116221.906250 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116226.789062 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116235.828125 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116241.031250 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116245.375000 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116251.632812 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116253.875000 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -116253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116257.101562 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -116257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116257.101562 Penalty: 3371.778320
	Iteration 14F: 3 clusters Score -116257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252808 members 
Entering Unmasked Estep 
Score: -34561720.000000 Penalty: 3085.215576
	Iteration 0F: 2 clusters Score -3.456172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 126230 members 
Entering Unmasked Estep 
Score: -34410456.000000 Penalty: 6170.431152
	Iteration 0F: 3 clusters Score -3.441046e+07 nChanged 122003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -34481964.000000 Penalty: 6170.431152
	Iteration 1F: 3 clusters Score -3.448196e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -34482996.000000 Penalty: 6170.431152
	Iteration 2Q: 3 clusters Score -3.4483e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132736 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -34484516.000000 Penalty: 6170.431152
	Iteration 3Q: 3 clusters Score -3.448452e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -34486440.000000 Penalty: 6170.431152
	Iteration 4Q: 3 clusters Score -3.448644e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143090 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -34489184.000000 Penalty: 6170.431152
	Iteration 5Q: 3 clusters Score -3.448918e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -34493404.000000 Penalty: 6170.431152
	Iteration 6Q: 3 clusters Score -3.44934e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -34500220.000000 Penalty: 6170.431152
	Iteration 7F: 3 clusters Score -3.450022e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177993 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -34507788.000000 Penalty: 6170.431152
	Iteration 8F: 3 clusters Score -3.450779e+07 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192238 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -34515056.000000 Penalty: 6170.431152
	Iteration 9F: 3 clusters Score -3.451506e+07 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203586 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -34522172.000000 Penalty: 6170.431152
	Iteration 10F: 3 clusters Score -3.452217e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210885 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -34527528.000000 Penalty: 6170.431152
	Iteration 11Q: 3 clusters Score -3.452753e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214474 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -34531144.000000 Penalty: 6170.431152
	Iteration 12Q: 3 clusters Score -3.453114e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -34532840.000000 Penalty: 6170.431152
	Iteration 13Q: 3 clusters Score -3.453284e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217236 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -34533676.000000 Penalty: 6170.431152
	Iteration 14Q: 3 clusters Score -3.453368e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218152 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -34533972.000000 Penalty: 6170.431152
	Iteration 15Q: 3 clusters Score -3.453397e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219025 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -34534356.000000 Penalty: 6170.431152
	Iteration 16Q: 3 clusters Score -3.453436e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219912 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -34534524.000000 Penalty: 6170.431152
	Iteration 17Q: 3 clusters Score -3.453452e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220831 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -34534620.000000 Penalty: 6170.431152
	Iteration 18Q: 3 clusters Score -3.453462e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221706 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -34534756.000000 Penalty: 6170.431152
	Iteration 19Q: 3 clusters Score -3.453476e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222654 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -34535092.000000 Penalty: 6170.431152
	Iteration 20F: 3 clusters Score -3.453509e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223568 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -34535152.000000 Penalty: 6170.431152
	Iteration 21Q: 3 clusters Score -3.453515e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224441 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -34535120.000000 Penalty: 6170.431152
	Iteration 22Q: 3 clusters Score -3.453512e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225296 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -34535192.000000 Penalty: 6170.431152
	Iteration 23Q: 3 clusters Score -3.453519e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226126 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -34535332.000000 Penalty: 6170.431152
	Iteration 24Q: 3 clusters Score -3.453533e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227001 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -34535444.000000 Penalty: 6170.431152
	Iteration 25Q: 3 clusters Score -3.453544e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227914 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -34535588.000000 Penalty: 6170.431152
	Iteration 26Q: 3 clusters Score -3.453559e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228783 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -34535968.000000 Penalty: 6170.431152
	Iteration 27Q: 3 clusters Score -3.453597e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229659 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -34536196.000000 Penalty: 6170.431152
	Iteration 28Q: 3 clusters Score -3.45362e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230547 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -34536496.000000 Penalty: 6170.431152
	Iteration 29Q: 3 clusters Score -3.45365e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231479 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -34536832.000000 Penalty: 6170.431152
	Iteration 30Q: 3 clusters Score -3.453683e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -34537212.000000 Penalty: 6170.431152
	Iteration 31Q: 3 clusters Score -3.453721e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233332 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -34537776.000000 Penalty: 6170.431152
	Iteration 32Q: 3 clusters Score -3.453778e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234302 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -34538236.000000 Penalty: 6170.431152
	Iteration 33Q: 3 clusters Score -3.453824e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235354 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -34538708.000000 Penalty: 6170.431152
	Iteration 34Q: 3 clusters Score -3.453871e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236400 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -34539292.000000 Penalty: 6170.431152
	Iteration 35Q: 3 clusters Score -3.453929e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237466 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -34540444.000000 Penalty: 6170.431152
	Iteration 36Q: 3 clusters Score -3.454044e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -34542404.000000 Penalty: 6170.431152
	Iteration 37Q: 3 clusters Score -3.45424e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239712 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -34543980.000000 Penalty: 6170.431152
	Iteration 38Q: 3 clusters Score -3.454398e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240856 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -34545528.000000 Penalty: 6170.431152
	Iteration 39Q: 3 clusters Score -3.454553e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -34547136.000000 Penalty: 6170.431152
	Iteration 40F: 3 clusters Score -3.454714e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243082 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -34548636.000000 Penalty: 6170.431152
	Iteration 41Q: 3 clusters Score -3.454864e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244108 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -34549892.000000 Penalty: 6170.431152
	Iteration 42Q: 3 clusters Score -3.454989e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245066 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -34550908.000000 Penalty: 6170.431152
	Iteration 43Q: 3 clusters Score -3.455091e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245915 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -34551864.000000 Penalty: 6170.431152
	Iteration 44Q: 3 clusters Score -3.455186e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246747 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -34552772.000000 Penalty: 6170.431152
	Iteration 45Q: 3 clusters Score -3.455277e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247551 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -34553612.000000 Penalty: 6170.431152
	Iteration 46Q: 3 clusters Score -3.455361e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248304 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -34554496.000000 Penalty: 6170.431152
	Iteration 47Q: 3 clusters Score -3.45545e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248964 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -34555188.000000 Penalty: 6170.431152
	Iteration 48Q: 3 clusters Score -3.455519e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249550 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -34555888.000000 Penalty: 6170.431152
	Iteration 49Q: 3 clusters Score -3.455589e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250021 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -34556348.000000 Penalty: 6170.431152
	Iteration 50Q: 3 clusters Score -3.455635e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250428 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -34556800.000000 Penalty: 6170.431152
	Iteration 51Q: 3 clusters Score -3.45568e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250742 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -34557036.000000 Penalty: 6170.431152
	Iteration 52Q: 3 clusters Score -3.455704e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251023 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -34557304.000000 Penalty: 6170.431152
	Iteration 53Q: 3 clusters Score -3.45573e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251233 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -34557508.000000 Penalty: 6170.431152
	Iteration 54Q: 3 clusters Score -3.455751e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251391 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -34557712.000000 Penalty: 6170.431152
	Iteration 55Q: 3 clusters Score -3.455771e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251536 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -34557876.000000 Penalty: 6170.431152
	Iteration 56Q: 3 clusters Score -3.455788e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -34558060.000000 Penalty: 6170.431152
	Iteration 57Q: 3 clusters Score -3.455806e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251738 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -34558196.000000 Penalty: 6170.431152
	Iteration 58Q: 3 clusters Score -3.45582e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251802 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -34558284.000000 Penalty: 6170.431152
	Iteration 59Q: 3 clusters Score -3.455828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251850 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -34558288.000000 Penalty: 6170.431152
	Iteration 60F: 3 clusters Score -3.455829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251888 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -34558368.000000 Penalty: 6170.431152
	Iteration 61Q: 3 clusters Score -3.455837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251920 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -34558396.000000 Penalty: 6170.431152
	Iteration 62Q: 3 clusters Score -3.45584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251957 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -34558460.000000 Penalty: 6170.431152
	Iteration 63Q: 3 clusters Score -3.455846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251980 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -34558512.000000 Penalty: 6170.431152
	Iteration 64Q: 3 clusters Score -3.455851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251993 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -34558508.000000 Penalty: 6170.431152
	Iteration 65Q: 3 clusters Score -3.455851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252010 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -34558528.000000 Penalty: 6170.431152
	Iteration 66Q: 3 clusters Score -3.455853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252020 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -34558524.000000 Penalty: 6170.431152
	Iteration 67Q: 3 clusters Score -3.455852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252034 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -34558556.000000 Penalty: 6170.431152
	Iteration 68Q: 3 clusters Score -3.455856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252047 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -34558540.000000 Penalty: 6170.431152
	Iteration 69Q: 3 clusters Score -3.455854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252062 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -34558564.000000 Penalty: 6170.431152
	Iteration 70Q: 3 clusters Score -3.455856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252074 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -34558572.000000 Penalty: 6170.431152
	Iteration 71Q: 3 clusters Score -3.455857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252089 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -34558608.000000 Penalty: 6170.431152
	Iteration 72Q: 3 clusters Score -3.455861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252107 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -34558668.000000 Penalty: 6170.431152
	Iteration 73Q: 3 clusters Score -3.455867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252120 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -34558660.000000 Penalty: 6170.431152
	Iteration 74Q: 3 clusters Score -3.455866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252131 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -34558660.000000 Penalty: 6170.431152
	Iteration 75Q: 3 clusters Score -3.455866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252139 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -34558692.000000 Penalty: 6170.431152
	Iteration 76Q: 3 clusters Score -3.455869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252150 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -34558704.000000 Penalty: 6170.431152
	Iteration 77Q: 3 clusters Score -3.45587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252152 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -34558700.000000 Penalty: 6170.431152
	Iteration 78Q: 3 clusters Score -3.45587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252152 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -34558684.000000 Penalty: 6170.431152
	Iteration 79Q: 3 clusters Score -3.455868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252153 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -34558708.000000 Penalty: 6170.431152
	Iteration 80F: 3 clusters Score -3.455871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252156 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -34558708.000000 Penalty: 6170.431152
	Iteration 81Q: 3 clusters Score -3.455871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252156 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -34558708.000000 Penalty: 6170.431152
	Iteration 82Q: 3 clusters Score -3.455871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252157 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -34558704.000000 Penalty: 6170.431152
	Iteration 83Q: 3 clusters Score -3.45587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252157 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -34558704.000000 Penalty: 6170.431152
	Iteration 84F: 3 clusters Score -3.45587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68261.890625 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68261.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68508.125000 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68508.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68613.835938 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -68613.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68686.921875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68686.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68730.734375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68730.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68790.820312 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68790.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68849.218750 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68849.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68874.406250 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68874.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68886.710938 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68886.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68894.226562 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68894.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68894.226562 Penalty: 3151.767578
	Iteration 10F: 3 clusters Score -68894.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -743631.500000 Penalty: 2140.147705
	Iteration 0F: 2 clusters Score -743631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -738700.187500 Penalty: 4280.295410
	Iteration 0F: 3 clusters Score -738700.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -739953.312500 Penalty: 4280.295410
	Iteration 1F: 3 clusters Score -739953.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -740224.500000 Penalty: 4280.295410
	Iteration 2F: 3 clusters Score -740224.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -740413.750000 Penalty: 4280.295410
	Iteration 3F: 3 clusters Score -740413.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -740585.812500 Penalty: 4280.295410
	Iteration 4Q: 3 clusters Score -740585.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -740743.750000 Penalty: 4280.295410
	Iteration 5Q: 3 clusters Score -740743.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -740911.625000 Penalty: 4280.295410
	Iteration 6Q: 3 clusters Score -740911.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -741120.187500 Penalty: 4280.295410
	Iteration 7Q: 3 clusters Score -741120.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -741312.750000 Penalty: 4280.295410
	Iteration 8Q: 3 clusters Score -741312.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -741456.500000 Penalty: 4280.295410
	Iteration 9Q: 3 clusters Score -741456.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -741576.187500 Penalty: 4280.295410
	Iteration 10Q: 3 clusters Score -741576.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -741677.687500 Penalty: 4280.295410
	Iteration 11Q: 3 clusters Score -741677.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -741763.562500 Penalty: 4280.295410
	Iteration 12Q: 3 clusters Score -741763.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -741831.250000 Penalty: 4280.295410
	Iteration 13Q: 3 clusters Score -741831.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -741900.437500 Penalty: 4280.295410
	Iteration 14Q: 3 clusters Score -741900.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -741958.312500 Penalty: 4280.295410
	Iteration 15Q: 3 clusters Score -741958.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -742012.625000 Penalty: 4280.295410
	Iteration 16Q: 3 clusters Score -742012.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -742068.750000 Penalty: 4280.295410
	Iteration 17Q: 3 clusters Score -742068.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -742127.312500 Penalty: 4280.295410
	Iteration 18Q: 3 clusters Score -742127.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -742181.812500 Penalty: 4280.295410
	Iteration 19Q: 3 clusters Score -742181.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -742225.687500 Penalty: 4280.295410
	Iteration 20F: 3 clusters Score -742225.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -742264.125000 Penalty: 4280.295410
	Iteration 21Q: 3 clusters Score -742264.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -742279.187500 Penalty: 4280.295410
	Iteration 22Q: 3 clusters Score -742279.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -742299.125000 Penalty: 4280.295410
	Iteration 23Q: 3 clusters Score -742299.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -742318.625000 Penalty: 4280.295410
	Iteration 24Q: 3 clusters Score -742318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -742331.625000 Penalty: 4280.295410
	Iteration 25Q: 3 clusters Score -742331.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -742349.250000 Penalty: 4280.295410
	Iteration 26Q: 3 clusters Score -742349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -742365.250000 Penalty: 4280.295410
	Iteration 27Q: 3 clusters Score -742365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -742382.250000 Penalty: 4280.295410
	Iteration 28Q: 3 clusters Score -742382.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -742409.375000 Penalty: 4280.295410
	Iteration 29Q: 3 clusters Score -742409.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -742428.875000 Penalty: 4280.295410
	Iteration 30Q: 3 clusters Score -742428.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -742444.687500 Penalty: 4280.295410
	Iteration 31Q: 3 clusters Score -742444.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -742456.562500 Penalty: 4280.295410
	Iteration 32Q: 3 clusters Score -742456.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -742465.312500 Penalty: 4280.295410
	Iteration 33Q: 3 clusters Score -742465.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -742472.062500 Penalty: 4280.295410
	Iteration 34Q: 3 clusters Score -742472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -742478.375000 Penalty: 4280.295410
	Iteration 35Q: 3 clusters Score -742478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -742481.250000 Penalty: 4280.295410
	Iteration 36Q: 3 clusters Score -742481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -742482.500000 Penalty: 4280.295410
	Iteration 37Q: 3 clusters Score -742482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -742484.687500 Penalty: 4280.295410
	Iteration 38Q: 3 clusters Score -742484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -742486.875000 Penalty: 4280.295410
	Iteration 39Q: 3 clusters Score -742486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -742487.187500 Penalty: 4280.295410
	Iteration 40F: 3 clusters Score -742487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -742492.500000 Penalty: 4280.295410
	Iteration 41Q: 3 clusters Score -742492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -742497.500000 Penalty: 4280.295410
	Iteration 42Q: 3 clusters Score -742497.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -742503.625000 Penalty: 4280.295410
	Iteration 43Q: 3 clusters Score -742503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -742507.750000 Penalty: 4280.295410
	Iteration 44Q: 3 clusters Score -742507.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -742508.875000 Penalty: 4280.295410
	Iteration 45Q: 3 clusters Score -742508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -742513.187500 Penalty: 4280.295410
	Iteration 46Q: 3 clusters Score -742513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -742514.500000 Penalty: 4280.295410
	Iteration 47Q: 3 clusters Score -742514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -742516.375000 Penalty: 4280.295410
	Iteration 48Q: 3 clusters Score -742516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -742515.625000 Penalty: 4280.295410
	Iteration 49Q: 3 clusters Score -742515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -742516.437500 Penalty: 4280.295410
	Iteration 50Q: 3 clusters Score -742516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -742517.312500 Penalty: 4280.295410
	Iteration 51Q: 3 clusters Score -742517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -742518.187500 Penalty: 4280.295410
	Iteration 52Q: 3 clusters Score -742518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -742519.312500 Penalty: 4280.295410
	Iteration 53Q: 3 clusters Score -742519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -742519.312500 Penalty: 4280.295410
	Iteration 54F: 3 clusters Score -742519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185251.531250 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183057.531250 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -183057.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183587.187500 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183587.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -183824.687500 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183824.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -184049.781250 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -184049.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184278.046875 Penalty: 3645.537354
	Iteration 4F: 3 clusters Score -184278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -184474.531250 Penalty: 3645.537354
	Iteration 5F: 3 clusters Score -184474.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -184597.937500 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184597.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -184680.031250 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -184711.125000 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -184731.390625 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -184741.312500 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -184761.062500 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -184767.515625 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184770.187500 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184770.187500 Penalty: 3645.537354
	Iteration 14F: 3 clusters Score -184770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -956529.187500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -956529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -950735.875000 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -950735.9 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -952248.687500 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -952248.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -952483.812500 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -952483.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -952652.812500 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -952652.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -952797.562500 Penalty: 4392.974121
	Iteration 4Q: 3 clusters Score -952797.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -952918.437500 Penalty: 4392.974121
	Iteration 5Q: 3 clusters Score -952918.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -953036.187500 Penalty: 4392.974121
	Iteration 6Q: 3 clusters Score -953036.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -953139.250000 Penalty: 4392.974121
	Iteration 7Q: 3 clusters Score -953139.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -953233.875000 Penalty: 4392.974121
	Iteration 8Q: 3 clusters Score -953233.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -953331.062500 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -953331.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -953448.375000 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -953448.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -953571.812500 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -953571.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -953700.937500 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -953700.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -953822.750000 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -953822.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -953944.062500 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -953944.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -954082.062500 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -954082.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -954203.625000 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -954203.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -954318.500000 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -954318.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -954411.500000 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -954411.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -954482.687500 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -954482.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -954517.937500 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -954517.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -954558.437500 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -954558.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -954595.125000 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -954595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -954615.062500 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -954615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -954636.187500 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -954636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -954655.937500 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -954655.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -954667.375000 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -954667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -954677.375000 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -954677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -954687.187500 Penalty: 4392.974121
	Iteration 28Q: 3 clusters Score -954687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -954691.875000 Penalty: 4392.974121
	Iteration 29Q: 3 clusters Score -954691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -954694.625000 Penalty: 4392.974121
	Iteration 30Q: 3 clusters Score -954694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -954700.375000 Penalty: 4392.974121
	Iteration 31Q: 3 clusters Score -954700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -954708.875000 Penalty: 4392.974121
	Iteration 32Q: 3 clusters Score -954708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -954711.812500 Penalty: 4392.974121
	Iteration 33Q: 3 clusters Score -954711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -954714.812500 Penalty: 4392.974121
	Iteration 34Q: 3 clusters Score -954714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -954716.937500 Penalty: 4392.974121
	Iteration 35Q: 3 clusters Score -954716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -954716.562500 Penalty: 4392.974121
	Iteration 36Q: 3 clusters Score -954716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -954716.562500 Penalty: 4392.974121
	Iteration 37F: 3 clusters Score -954716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141377 members 
Mstep: Class 8 contains 23963 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 106868 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58369 members 
Mstep: Class 15 contains 132941 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93524 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252808 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 119Q: 29 clusters Score -1.341373e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17458 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141387 members 
Mstep: Class 8 contains 23977 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 106863 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58371 members 
Mstep: Class 15 contains 132995 members 
Mstep: Class 16 contains 13700 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93529 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252739 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137280.000000 Penalty: 96006.398438
Iteration 120F: 29 clusters Score -1.341373e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141402 members 
Mstep: Class 8 contains 23992 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 106856 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58369 members 
Mstep: Class 15 contains 133045 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252670 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 121Q: 29 clusters Score -1.341373e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141420 members 
Mstep: Class 8 contains 24004 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 106851 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58375 members 
Mstep: Class 15 contains 133083 members 
Mstep: Class 16 contains 13698 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36506 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252607 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137056.000000 Penalty: 96006.398438
Iteration 122Q: 29 clusters Score -1.341371e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141435 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106848 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58378 members 
Mstep: Class 15 contains 133108 members 
Mstep: Class 16 contains 13697 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93529 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36501 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252563 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5597 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137136.000000 Penalty: 96006.398438
Iteration 123Q: 29 clusters Score -1.341371e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141449 members 
Mstep: Class 8 contains 24023 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106843 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58385 members 
Mstep: Class 15 contains 133131 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93528 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36497 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252524 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5597 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137152.000000 Penalty: 96006.398438
Iteration 124Q: 29 clusters Score -1.341372e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141456 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106839 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58388 members 
Mstep: Class 15 contains 133150 members 
Mstep: Class 16 contains 13691 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93525 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36491 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252501 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5597 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137192.000000 Penalty: 96006.398438
Iteration 125Q: 29 clusters Score -1.341372e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141464 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106837 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58390 members 
Mstep: Class 15 contains 133171 members 
Mstep: Class 16 contains 13688 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93527 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36489 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252460 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137240.000000 Penalty: 96006.398438
Iteration 126Q: 29 clusters Score -1.341372e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141481 members 
Mstep: Class 8 contains 24057 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106834 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58391 members 
Mstep: Class 15 contains 133187 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36489 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252408 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 127Q: 29 clusters Score -1.341372e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141498 members 
Mstep: Class 8 contains 24077 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106830 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58393 members 
Mstep: Class 15 contains 133201 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93531 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36486 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252357 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137232.000000 Penalty: 96006.398438
Iteration 128Q: 29 clusters Score -1.341372e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141522 members 
Mstep: Class 8 contains 24090 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 106828 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58391 members 
Mstep: Class 15 contains 133208 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93532 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36485 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252313 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137248.000000 Penalty: 96006.398438
Iteration 129Q: 29 clusters Score -1.341372e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141538 members 
Mstep: Class 8 contains 24110 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106825 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58396 members 
Mstep: Class 15 contains 133211 members 
Mstep: Class 16 contains 13686 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93532 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36483 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252270 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137280.000000 Penalty: 96006.398438
Iteration 130Q: 29 clusters Score -1.341373e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141546 members 
Mstep: Class 8 contains 24121 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106825 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58404 members 
Mstep: Class 15 contains 133219 members 
Mstep: Class 16 contains 13684 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93531 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36480 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252239 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 131Q: 29 clusters Score -1.341373e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17481 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141560 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58409 members 
Mstep: Class 15 contains 133235 members 
Mstep: Class 16 contains 13686 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93529 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252201 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137272.000000 Penalty: 96006.398438
Iteration 132Q: 29 clusters Score -1.341373e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141566 members 
Mstep: Class 8 contains 24140 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58415 members 
Mstep: Class 15 contains 133259 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93526 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36467 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252165 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 133Q: 29 clusters Score -1.341373e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141575 members 
Mstep: Class 8 contains 24149 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106821 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58415 members 
Mstep: Class 15 contains 133278 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93525 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36465 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252131 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137272.000000 Penalty: 96006.398438
Iteration 134Q: 29 clusters Score -1.341373e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17487 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141583 members 
Mstep: Class 8 contains 24156 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58421 members 
Mstep: Class 15 contains 133292 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36457 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252102 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 135Q: 29 clusters Score -1.341373e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17488 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141587 members 
Mstep: Class 8 contains 24159 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58424 members 
Mstep: Class 15 contains 133310 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93524 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36448 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252084 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137272.000000 Penalty: 96006.398438
Iteration 136Q: 29 clusters Score -1.341373e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141589 members 
Mstep: Class 8 contains 24159 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58425 members 
Mstep: Class 15 contains 133329 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36445 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252063 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 137Q: 29 clusters Score -1.341373e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141590 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106823 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58432 members 
Mstep: Class 15 contains 133337 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36444 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252045 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5599 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137360.000000 Penalty: 96006.398438
Iteration 138Q: 29 clusters Score -1.341374e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141594 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106823 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58437 members 
Mstep: Class 15 contains 133350 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36443 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252024 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 139Q: 29 clusters Score -1.341374e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141594 members 
Mstep: Class 8 contains 24163 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106823 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58441 members 
Mstep: Class 15 contains 133357 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36438 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252016 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137384.000000 Penalty: 96006.398438
Iteration 140F: 29 clusters Score -1.341374e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141599 members 
Mstep: Class 8 contains 24165 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58445 members 
Mstep: Class 15 contains 133375 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36435 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251991 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137360.000000 Penalty: 96006.398438
Iteration 141Q: 29 clusters Score -1.341374e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141605 members 
Mstep: Class 8 contains 24167 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58448 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36428 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251984 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137336.000000 Penalty: 96006.398438
Iteration 142Q: 29 clusters Score -1.341373e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141604 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58451 members 
Mstep: Class 15 contains 133394 members 
Mstep: Class 16 contains 13678 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36422 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251975 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137352.000000 Penalty: 96006.398438
Iteration 143Q: 29 clusters Score -1.341374e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141604 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58454 members 
Mstep: Class 15 contains 133407 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36418 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251962 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 144Q: 29 clusters Score -1.341372e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17488 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141607 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58455 members 
Mstep: Class 15 contains 133421 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36413 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251947 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 145Q: 29 clusters Score -1.341372e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141610 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58457 members 
Mstep: Class 15 contains 133428 members 
Mstep: Class 16 contains 13675 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36408 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251937 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 96006.398438
Iteration 146Q: 29 clusters Score -1.341372e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141608 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58460 members 
Mstep: Class 15 contains 133435 members 
Mstep: Class 16 contains 13675 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36407 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251929 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 147Q: 29 clusters Score -1.341373e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141609 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58461 members 
Mstep: Class 15 contains 133441 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 36406 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251923 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137192.000000 Penalty: 96006.398438
Iteration 148Q: 29 clusters Score -1.341372e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141610 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58461 members 
Mstep: Class 15 contains 133446 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251917 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 96006.398438
Iteration 149Q: 29 clusters Score -1.341372e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141611 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58462 members 
Mstep: Class 15 contains 133449 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251912 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137128.000000 Penalty: 96006.398438
Iteration 150Q: 29 clusters Score -1.341371e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17492 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141612 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58462 members 
Mstep: Class 15 contains 133451 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251907 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137144.000000 Penalty: 96006.398438
Iteration 151Q: 29 clusters Score -1.341371e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141612 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58464 members 
Mstep: Class 15 contains 133451 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251906 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137144.000000 Penalty: 96006.398438
Iteration 152Q: 29 clusters Score -1.341371e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141612 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58466 members 
Mstep: Class 15 contains 133451 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251904 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137152.000000 Penalty: 96006.398438
Iteration 153Q: 29 clusters Score -1.341372e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141616 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58467 members 
Mstep: Class 15 contains 133451 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251901 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 154Q: 29 clusters Score -1.341372e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141617 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58469 members 
Mstep: Class 15 contains 133453 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251897 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137192.000000 Penalty: 96006.398438
Iteration 155Q: 29 clusters Score -1.341372e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141618 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58469 members 
Mstep: Class 15 contains 133458 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251890 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137232.000000 Penalty: 96006.398438
Iteration 156Q: 29 clusters Score -1.341372e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141618 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133462 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251886 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137232.000000 Penalty: 96006.398438
Iteration 157Q: 29 clusters Score -1.341372e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141618 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133468 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251881 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 96006.398438
Iteration 158Q: 29 clusters Score -1.341372e+08 nChanged 5
Entering ConstructFrom: 
Score: -134137208.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162300.171875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -160319.187500 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160319.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161449.437500 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -161449.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162154.421875 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -162154.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -162394.312500 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -162394.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162484.609375 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -162484.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -162529.515625 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -162529.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -162566.687500 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -162566.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162614.484375 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -162614.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -162679.359375 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -162679.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162741.187500 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -162741.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -162813.312500 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -162813.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -162871.984375 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -162872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162949.250000 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -162949.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -163010.046875 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163065.250000 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163065.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -163195.796875 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -163330.296875 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -163330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -163381.750000 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -163381.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -163428.453125 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -163428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -163585.046875 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -163585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163719.828125 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -163719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163817.609375 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -163817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -163828.171875 Penalty: 3568.068359
	Iteration 22Q: 3 clusters Score -163828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163837.453125 Penalty: 3568.068359
	Iteration 23Q: 3 clusters Score -163837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163837.453125 Penalty: 3568.068359
	Iteration 24F: 3 clusters Score -163837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141619 members 
Mstep: Class 8 contains 24177 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133471 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251876 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Mstep: Class 29 contains 436 members 
Entering Unmasked Estep 
Score: -134137040.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134137208.000000 to -134137040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Entering Unmasked Estep 
Score: -2408702.750000 Penalty: 2422.807373
	Iteration 0F: 2 clusters Score -2408703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2396248.750000 Penalty: 4845.614746
	Iteration 0F: 3 clusters Score -2396249 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2400271.250000 Penalty: 4845.614746
	Iteration 1F: 3 clusters Score -2400271 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2400699.500000 Penalty: 4845.614746
	Iteration 2F: 3 clusters Score -2400700 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2401135.750000 Penalty: 4845.614746
	Iteration 3F: 3 clusters Score -2401136 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2401739.000000 Penalty: 4845.614746
	Iteration 4F: 3 clusters Score -2401739 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2402538.750000 Penalty: 4845.614746
	Iteration 5F: 3 clusters Score -2402539 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2403619.000000 Penalty: 4845.614746
	Iteration 6F: 3 clusters Score -2403619 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2404742.250000 Penalty: 4845.614746
	Iteration 7F: 3 clusters Score -2404742 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2405666.750000 Penalty: 4845.614746
	Iteration 8F: 3 clusters Score -2405667 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2406235.000000 Penalty: 4845.614746
	Iteration 9Q: 3 clusters Score -2406235 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2406605.750000 Penalty: 4845.614746
	Iteration 10Q: 3 clusters Score -2406606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2406890.000000 Penalty: 4845.614746
	Iteration 11Q: 3 clusters Score -2406890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2407092.500000 Penalty: 4845.614746
	Iteration 12Q: 3 clusters Score -2407092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2407294.500000 Penalty: 4845.614746
	Iteration 13Q: 3 clusters Score -2407294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2407443.000000 Penalty: 4845.614746
	Iteration 14Q: 3 clusters Score -2407443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2407506.000000 Penalty: 4845.614746
	Iteration 15Q: 3 clusters Score -2407506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2407534.500000 Penalty: 4845.614746
	Iteration 16Q: 3 clusters Score -2407534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2407557.750000 Penalty: 4845.614746
	Iteration 17Q: 3 clusters Score -2407558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2407574.500000 Penalty: 4845.614746
	Iteration 18Q: 3 clusters Score -2407574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2407586.500000 Penalty: 4845.614746
	Iteration 19Q: 3 clusters Score -2407586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2407598.500000 Penalty: 4845.614746
	Iteration 20F: 3 clusters Score -2407598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2407603.750000 Penalty: 4845.614746
	Iteration 21Q: 3 clusters Score -2407604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2407601.000000 Penalty: 4845.614746
	Iteration 22Q: 3 clusters Score -2407601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 4845.614746
	Iteration 23Q: 3 clusters Score -2407604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 4845.614746
	Iteration 24Q: 3 clusters Score -2407604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2407606.250000 Penalty: 4845.614746
	Iteration 25Q: 3 clusters Score -2407606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2407606.250000 Penalty: 4845.614746
	Iteration 26F: 3 clusters Score -2407606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -405115.468750 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -405115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -401792.906250 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -401792.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -402458.718750 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -402458.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -402618.156250 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -402618.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -402771.875000 Penalty: 3984.211914
	Iteration 3Q: 3 clusters Score -402771.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -402906.812500 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -402906.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -403041.187500 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -403041.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -403146.000000 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -403146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -403219.125000 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -403219.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403290.406250 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -403290.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -403341.656250 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -403341.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -403370.468750 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -403370.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -403399.656250 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -403399.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -403424.906250 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -403424.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -403443.656250 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -403443.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -403454.531250 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -403454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -403463.656250 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -403463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403473.000000 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -403473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -403481.437500 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -403481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -403486.875000 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -403486.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -403493.531250 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -403493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -403498.125000 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -403498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -403503.437500 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -403503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -403507.125000 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -403507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -403511.812500 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -403511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403515.625000 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -403515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -403519.250000 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -403519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403524.187500 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -403524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -403529.750000 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -403529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403534.781250 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -403534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403538.218750 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -403538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -403540.906250 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -403540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -403543.125000 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -403543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -403544.000000 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -403544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -403545.125000 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -403545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403546.031250 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -403546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403546.000000 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -403546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403546.000000 Penalty: 3984.211914
	Iteration 36F: 3 clusters Score -403546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -352881.468750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -352881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349872.968750 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -349873 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -350461.093750 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -350461.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -350584.968750 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -350585 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -350654.812500 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -350654.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -350697.781250 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -350697.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -350721.312500 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -350721.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -350750.062500 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -350750.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -350775.343750 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -350775.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -350787.718750 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -350787.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -350795.968750 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -350796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -350804.656250 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -350804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -350814.656250 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -350814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -350824.437500 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -350824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -350832.625000 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -350832.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -350842.812500 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -350842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -350850.218750 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -350850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -350858.218750 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -350858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -350864.906250 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -350864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -350872.593750 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -350872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -350877.625000 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -350877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -350884.437500 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -350884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -350890.937500 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -350890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -350899.531250 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -350899.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350906.343750 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -350906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350913.187500 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -350913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350917.187500 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -350917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -350919.625000 Penalty: 3900.180420
	Iteration 26Q: 3 clusters Score -350919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -350921.812500 Penalty: 3900.180420
	Iteration 27Q: 3 clusters Score -350921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -350924.375000 Penalty: 3900.180420
	Iteration 28Q: 3 clusters Score -350924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -350925.406250 Penalty: 3900.180420
	Iteration 29Q: 3 clusters Score -350925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -350929.031250 Penalty: 3900.180420
	Iteration 30Q: 3 clusters Score -350929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -350934.093750 Penalty: 3900.180420
	Iteration 31Q: 3 clusters Score -350934.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -350938.687500 Penalty: 3900.180420
	Iteration 32Q: 3 clusters Score -350938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -350942.468750 Penalty: 3900.180420
	Iteration 33Q: 3 clusters Score -350942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -350945.343750 Penalty: 3900.180420
	Iteration 34Q: 3 clusters Score -350945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -350945.593750 Penalty: 3900.180420
	Iteration 35Q: 3 clusters Score -350945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -350945.593750 Penalty: 3900.180420
	Iteration 36F: 3 clusters Score -350945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150310.296875 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150310.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150569.671875 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150569.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150649.718750 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150649.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150688.453125 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150688.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150710.546875 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150718.796875 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150725.890625 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150736.015625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150739.156250 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150743.046875 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150743.781250 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150743.781250 Penalty: 3480.683105
	Iteration 11F: 3 clusters Score -150743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -915980.500000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915980.5 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -917550.812500 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917550.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -917959.937500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917959.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -918358.000000 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918358 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -918850.500000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918850.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -919284.437500 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -919284.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -919628.625000 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -919628.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -919835.062500 Penalty: 4385.788574
	Iteration 7Q: 3 clusters Score -919835.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -919959.375000 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919959.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -920034.312500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -920034.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -920090.625000 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -920090.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -920128.625000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -920128.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -920152.187500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -920152.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -920164.687500 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -920164.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -920171.000000 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -920171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -920176.125000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -920176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -920181.375000 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -920181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -920184.812500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -920184.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -920188.000000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -920188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -920192.375000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -920194.312500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -920193.687500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -920196.687500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -920197.125000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -920197.687500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -920200.000000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -920199.937500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -920202.125000 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -920204.687500 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -920206.125000 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -920206.062500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -920206.062500 Penalty: 4385.788574
	Iteration 31F: 3 clusters Score -920206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Entering Unmasked Estep 
Score: -19302116.000000 Penalty: 2941.501953
	Iteration 0F: 2 clusters Score -1.930212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -19209980.000000 Penalty: 5883.003906
	Iteration 0F: 3 clusters Score -1.920998e+07 nChanged 67637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -19248636.000000 Penalty: 5883.003906
	Iteration 1F: 3 clusters Score -1.924864e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -19249462.000000 Penalty: 5883.003906
	Iteration 2Q: 3 clusters Score -1.924946e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -19250064.000000 Penalty: 5883.003906
	Iteration 3Q: 3 clusters Score -1.925006e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -19250930.000000 Penalty: 5883.003906
	Iteration 4Q: 3 clusters Score -1.925093e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -19251894.000000 Penalty: 5883.003906
	Iteration 5Q: 3 clusters Score -1.925189e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -19253618.000000 Penalty: 5883.003906
	Iteration 6Q: 3 clusters Score -1.925362e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -19256498.000000 Penalty: 5883.003906
	Iteration 7Q: 3 clusters Score -1.92565e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -19261400.000000 Penalty: 5883.003906
	Iteration 8F: 3 clusters Score -1.92614e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -19268734.000000 Penalty: 5883.003906
	Iteration 9F: 3 clusters Score -1.926873e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -19277840.000000 Penalty: 5883.003906
	Iteration 10F: 3 clusters Score -1.927784e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -19286958.000000 Penalty: 5883.003906
	Iteration 11F: 3 clusters Score -1.928696e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 132823 members 
Entering Unmasked Estep 
Score: -19293460.000000 Penalty: 5883.003906
	Iteration 12F: 3 clusters Score -1.929346e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -19297006.000000 Penalty: 5883.003906
	Iteration 13Q: 3 clusters Score -1.929701e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -19298512.000000 Penalty: 5883.003906
	Iteration 14Q: 3 clusters Score -1.929851e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 140792 members 
Entering Unmasked Estep 
Score: -19299048.000000 Penalty: 5883.003906
	Iteration 15Q: 3 clusters Score -1.929905e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -19299254.000000 Penalty: 5883.003906
	Iteration 16Q: 3 clusters Score -1.929925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -19299352.000000 Penalty: 5883.003906
	Iteration 17Q: 3 clusters Score -1.929935e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -19299412.000000 Penalty: 5883.003906
	Iteration 18Q: 3 clusters Score -1.929941e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -19299482.000000 Penalty: 5883.003906
	Iteration 19Q: 3 clusters Score -1.929948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -19299528.000000 Penalty: 5883.003906
	Iteration 20F: 3 clusters Score -1.929953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -19299530.000000 Penalty: 5883.003906
	Iteration 21Q: 3 clusters Score -1.929953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141315 members 
Entering Unmasked Estep 
Score: -19299552.000000 Penalty: 5883.003906
	Iteration 22Q: 3 clusters Score -1.929955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -19299558.000000 Penalty: 5883.003906
	Iteration 23Q: 3 clusters Score -1.929956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 141321 members 
Entering Unmasked Estep 
Score: -19299562.000000 Penalty: 5883.003906
	Iteration 24Q: 3 clusters Score -1.929956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 141325 members 
Entering Unmasked Estep 
Score: -19299574.000000 Penalty: 5883.003906
	Iteration 25Q: 3 clusters Score -1.929957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 141327 members 
Entering Unmasked Estep 
Score: -19299586.000000 Penalty: 5883.003906
	Iteration 26Q: 3 clusters Score -1.929959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 141329 members 
Entering Unmasked Estep 
Score: -19299584.000000 Penalty: 5883.003906
	Iteration 27Q: 3 clusters Score -1.929958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 141329 members 
Entering Unmasked Estep 
Score: -19299584.000000 Penalty: 5883.003906
	Iteration 28F: 3 clusters Score -1.929958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Entering Unmasked Estep 
Score: -3343164.750000 Penalty: 2503.102783
	Iteration 0F: 2 clusters Score -3343165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3326327.000000 Penalty: 5006.205566
	Iteration 0F: 3 clusters Score -3326327 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3332278.000000 Penalty: 5006.205566
	Iteration 1F: 3 clusters Score -3332278 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3332795.250000 Penalty: 5006.205566
	Iteration 2F: 3 clusters Score -3332795 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3333297.500000 Penalty: 5006.205566
	Iteration 3Q: 3 clusters Score -3333298 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3333778.000000 Penalty: 5006.205566
	Iteration 4Q: 3 clusters Score -3333778 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3334317.000000 Penalty: 5006.205566
	Iteration 5Q: 3 clusters Score -3334317 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3334877.250000 Penalty: 5006.205566
	Iteration 6Q: 3 clusters Score -3334877 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3335502.250000 Penalty: 5006.205566
	Iteration 7Q: 3 clusters Score -3335502 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3336151.500000 Penalty: 5006.205566
	Iteration 8Q: 3 clusters Score -3336152 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3336764.250000 Penalty: 5006.205566
	Iteration 9Q: 3 clusters Score -3336764 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3337306.250000 Penalty: 5006.205566
	Iteration 10Q: 3 clusters Score -3337306 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3337701.000000 Penalty: 5006.205566
	Iteration 11Q: 3 clusters Score -3337701 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3338006.250000 Penalty: 5006.205566
	Iteration 12Q: 3 clusters Score -3338006 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3338215.750000 Penalty: 5006.205566
	Iteration 13Q: 3 clusters Score -3338216 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3338388.000000 Penalty: 5006.205566
	Iteration 14Q: 3 clusters Score -3338388 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3338532.750000 Penalty: 5006.205566
	Iteration 15Q: 3 clusters Score -3338533 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3338710.500000 Penalty: 5006.205566
	Iteration 16Q: 3 clusters Score -3338710 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3338892.500000 Penalty: 5006.205566
	Iteration 17Q: 3 clusters Score -3338892 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3339071.000000 Penalty: 5006.205566
	Iteration 18Q: 3 clusters Score -3339071 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3339268.500000 Penalty: 5006.205566
	Iteration 19Q: 3 clusters Score -3339268 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3339448.000000 Penalty: 5006.205566
	Iteration 20F: 3 clusters Score -3339448 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3339628.250000 Penalty: 5006.205566
	Iteration 21Q: 3 clusters Score -3339628 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3339812.500000 Penalty: 5006.205566
	Iteration 22Q: 3 clusters Score -3339812 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3339995.500000 Penalty: 5006.205566
	Iteration 23Q: 3 clusters Score -3339996 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3340156.750000 Penalty: 5006.205566
	Iteration 24Q: 3 clusters Score -3340157 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3340304.000000 Penalty: 5006.205566
	Iteration 25Q: 3 clusters Score -3340304 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3340442.750000 Penalty: 5006.205566
	Iteration 26Q: 3 clusters Score -3340443 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3340551.000000 Penalty: 5006.205566
	Iteration 27Q: 3 clusters Score -3340551 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3340662.500000 Penalty: 5006.205566
	Iteration 28Q: 3 clusters Score -3340662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3340732.250000 Penalty: 5006.205566
	Iteration 29Q: 3 clusters Score -3340732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3340785.750000 Penalty: 5006.205566
	Iteration 30Q: 3 clusters Score -3340786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3340817.750000 Penalty: 5006.205566
	Iteration 31Q: 3 clusters Score -3340818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3340857.500000 Penalty: 5006.205566
	Iteration 32Q: 3 clusters Score -3340858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3340894.750000 Penalty: 5006.205566
	Iteration 33Q: 3 clusters Score -3340895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3340918.750000 Penalty: 5006.205566
	Iteration 34Q: 3 clusters Score -3340919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3340942.250000 Penalty: 5006.205566
	Iteration 35Q: 3 clusters Score -3340942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3340953.250000 Penalty: 5006.205566
	Iteration 36Q: 3 clusters Score -3340953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3340972.500000 Penalty: 5006.205566
	Iteration 37Q: 3 clusters Score -3340972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3340983.250000 Penalty: 5006.205566
	Iteration 38Q: 3 clusters Score -3340983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3340993.000000 Penalty: 5006.205566
	Iteration 39Q: 3 clusters Score -3340993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3340999.500000 Penalty: 5006.205566
	Iteration 40F: 3 clusters Score -3341000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3341007.250000 Penalty: 5006.205566
	Iteration 41Q: 3 clusters Score -3341007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3341011.000000 Penalty: 5006.205566
	Iteration 42Q: 3 clusters Score -3341011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3341014.500000 Penalty: 5006.205566
	Iteration 43Q: 3 clusters Score -3341014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3341012.750000 Penalty: 5006.205566
	Iteration 44Q: 3 clusters Score -3341013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3341014.750000 Penalty: 5006.205566
	Iteration 45Q: 3 clusters Score -3341015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3341015.250000 Penalty: 5006.205566
	Iteration 46Q: 3 clusters Score -3341015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3341018.500000 Penalty: 5006.205566
	Iteration 47Q: 3 clusters Score -3341018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3341019.000000 Penalty: 5006.205566
	Iteration 48Q: 3 clusters Score -3341019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3341022.750000 Penalty: 5006.205566
	Iteration 49Q: 3 clusters Score -3341023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3341026.250000 Penalty: 5006.205566
	Iteration 50Q: 3 clusters Score -3341026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3341023.250000 Penalty: 5006.205566
	Iteration 51Q: 3 clusters Score -3341023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3341023.250000 Penalty: 5006.205566
	Iteration 52F: 3 clusters Score -3341023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Entering Unmasked Estep 
Score: -9912586.000000 Penalty: 2780.980225
	Iteration 0F: 2 clusters Score -9912586 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 37160 members 
Entering Unmasked Estep 
Score: -9862826.000000 Penalty: 5561.960449
	Iteration 0F: 3 clusters Score -9862826 nChanged 34673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -9882692.000000 Penalty: 5561.960449
	Iteration 1F: 3 clusters Score -9882692 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -9883549.000000 Penalty: 5561.960449
	Iteration 2Q: 3 clusters Score -9883549 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -9884596.000000 Penalty: 5561.960449
	Iteration 3Q: 3 clusters Score -9884596 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -9885879.000000 Penalty: 5561.960449
	Iteration 4Q: 3 clusters Score -9885879 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9887282.000000 Penalty: 5561.960449
	Iteration 5Q: 3 clusters Score -9887282 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -9888763.000000 Penalty: 5561.960449
	Iteration 6Q: 3 clusters Score -9888763 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9890463.000000 Penalty: 5561.960449
	Iteration 7Q: 3 clusters Score -9890463 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -9892159.000000 Penalty: 5561.960449
	Iteration 8Q: 3 clusters Score -9892159 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -9894007.000000 Penalty: 5561.960449
	Iteration 9Q: 3 clusters Score -9894007 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -9896156.000000 Penalty: 5561.960449
	Iteration 10Q: 3 clusters Score -9896156 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -9898593.000000 Penalty: 5561.960449
	Iteration 11Q: 3 clusters Score -9898593 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -9901153.000000 Penalty: 5561.960449
	Iteration 12Q: 3 clusters Score -9901153 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -9903528.000000 Penalty: 5561.960449
	Iteration 13Q: 3 clusters Score -9903528 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -9905566.000000 Penalty: 5561.960449
	Iteration 14Q: 3 clusters Score -9905566 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9907138.000000 Penalty: 5561.960449
	Iteration 15Q: 3 clusters Score -9907138 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -9908183.000000 Penalty: 5561.960449
	Iteration 16Q: 3 clusters Score -9908183 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -9908889.000000 Penalty: 5561.960449
	Iteration 17Q: 3 clusters Score -9908889 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9909320.000000 Penalty: 5561.960449
	Iteration 18Q: 3 clusters Score -9909320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -9909595.000000 Penalty: 5561.960449
	Iteration 19Q: 3 clusters Score -9909595 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -9909787.000000 Penalty: 5561.960449
	Iteration 20F: 3 clusters Score -9909787 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -9909883.000000 Penalty: 5561.960449
	Iteration 21Q: 3 clusters Score -9909883 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -9909990.000000 Penalty: 5561.960449
	Iteration 22Q: 3 clusters Score -9909990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9910026.000000 Penalty: 5561.960449
	Iteration 23Q: 3 clusters Score -9910026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -9910063.000000 Penalty: 5561.960449
	Iteration 24Q: 3 clusters Score -9910063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -9910078.000000 Penalty: 5561.960449
	Iteration 25Q: 3 clusters Score -9910078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -9910118.000000 Penalty: 5561.960449
	Iteration 26Q: 3 clusters Score -9910118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -9910138.000000 Penalty: 5561.960449
	Iteration 27Q: 3 clusters Score -9910138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -9910155.000000 Penalty: 5561.960449
	Iteration 28Q: 3 clusters Score -9910155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -9910164.000000 Penalty: 5561.960449
	Iteration 29Q: 3 clusters Score -9910164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -9910182.000000 Penalty: 5561.960449
	Iteration 30Q: 3 clusters Score -9910182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -9910224.000000 Penalty: 5561.960449
	Iteration 31Q: 3 clusters Score -9910224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9910237.000000 Penalty: 5561.960449
	Iteration 32Q: 3 clusters Score -9910237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -9910241.000000 Penalty: 5561.960449
	Iteration 33Q: 3 clusters Score -9910241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -9910256.000000 Penalty: 5561.960449
	Iteration 34Q: 3 clusters Score -9910256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9910259.000000 Penalty: 5561.960449
	Iteration 35Q: 3 clusters Score -9910259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -9910269.000000 Penalty: 5561.960449
	Iteration 36Q: 3 clusters Score -9910269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -9910275.000000 Penalty: 5561.960449
	Iteration 37Q: 3 clusters Score -9910275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -9910285.000000 Penalty: 5561.960449
	Iteration 38Q: 3 clusters Score -9910285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -9910288.000000 Penalty: 5561.960449
	Iteration 39Q: 3 clusters Score -9910288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -9910284.000000 Penalty: 5561.960449
	Iteration 40F: 3 clusters Score -9910284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -9910292.000000 Penalty: 5561.960449
	Iteration 41Q: 3 clusters Score -9910292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -9910293.000000 Penalty: 5561.960449
	Iteration 42Q: 3 clusters Score -9910293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -9910292.000000 Penalty: 5561.960449
	Iteration 43Q: 3 clusters Score -9910292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -9910292.000000 Penalty: 5561.960449
	Iteration 44F: 3 clusters Score -9910292 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: -114374.343750 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -114374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112533.085938 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -112533.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112908.414062 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -112908.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113039.546875 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -113039.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113088.421875 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -113088.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113125.679688 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -113125.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113139.531250 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -113139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113152.960938 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -113153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113173.195312 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -113173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113183.281250 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -113183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113190.726562 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -113190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113203.031250 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -113203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113210.906250 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -113210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113212.242188 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -113212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113213.601562 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -113213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -113216.039062 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -113216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113217.890625 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -113217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113217.890625 Penalty: 3377.283447
	Iteration 16F: 3 clusters Score -113217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -811738.000000 Penalty: 2170.247803
	Iteration 0F: 2 clusters Score -811738 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 3165 members 
Entering Unmasked Estep 
Score: -806346.812500 Penalty: 4340.495605
	Iteration 0F: 3 clusters Score -806346.8 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -807791.187500 Penalty: 4340.495605
	Iteration 1F: 3 clusters Score -807791.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -808040.562500 Penalty: 4340.495605
	Iteration 2F: 3 clusters Score -808040.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -808195.312500 Penalty: 4340.495605
	Iteration 3F: 3 clusters Score -808195.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -808307.312500 Penalty: 4340.495605
	Iteration 4Q: 3 clusters Score -808307.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -808399.500000 Penalty: 4340.495605
	Iteration 5Q: 3 clusters Score -808399.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -808477.625000 Penalty: 4340.495605
	Iteration 6Q: 3 clusters Score -808477.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -808543.375000 Penalty: 4340.495605
	Iteration 7Q: 3 clusters Score -808543.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -808619.375000 Penalty: 4340.495605
	Iteration 8Q: 3 clusters Score -808619.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -808710.750000 Penalty: 4340.495605
	Iteration 9Q: 3 clusters Score -808710.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -808812.875000 Penalty: 4340.495605
	Iteration 10Q: 3 clusters Score -808812.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -808917.500000 Penalty: 4340.495605
	Iteration 11Q: 3 clusters Score -808917.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -809015.187500 Penalty: 4340.495605
	Iteration 12Q: 3 clusters Score -809015.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -809105.937500 Penalty: 4340.495605
	Iteration 13Q: 3 clusters Score -809105.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -809204.562500 Penalty: 4340.495605
	Iteration 14Q: 3 clusters Score -809204.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -809315.250000 Penalty: 4340.495605
	Iteration 15Q: 3 clusters Score -809315.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -809398.437500 Penalty: 4340.495605
	Iteration 16Q: 3 clusters Score -809398.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -809460.937500 Penalty: 4340.495605
	Iteration 17Q: 3 clusters Score -809460.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -809540.000000 Penalty: 4340.495605
	Iteration 18Q: 3 clusters Score -809540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -809610.687500 Penalty: 4340.495605
	Iteration 19Q: 3 clusters Score -809610.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -809662.750000 Penalty: 4340.495605
	Iteration 20F: 3 clusters Score -809662.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -809709.812500 Penalty: 4340.495605
	Iteration 21Q: 3 clusters Score -809709.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -809757.875000 Penalty: 4340.495605
	Iteration 22Q: 3 clusters Score -809757.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -809806.625000 Penalty: 4340.495605
	Iteration 23Q: 3 clusters Score -809806.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -809860.875000 Penalty: 4340.495605
	Iteration 24Q: 3 clusters Score -809860.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -809912.062500 Penalty: 4340.495605
	Iteration 25Q: 3 clusters Score -809912.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -809957.437500 Penalty: 4340.495605
	Iteration 26Q: 3 clusters Score -809957.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -810005.062500 Penalty: 4340.495605
	Iteration 27Q: 3 clusters Score -810005.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -810053.312500 Penalty: 4340.495605
	Iteration 28Q: 3 clusters Score -810053.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -810119.187500 Penalty: 4340.495605
	Iteration 29Q: 3 clusters Score -810119.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -810188.062500 Penalty: 4340.495605
	Iteration 30Q: 3 clusters Score -810188.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -810254.875000 Penalty: 4340.495605
	Iteration 31Q: 3 clusters Score -810254.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -810297.187500 Penalty: 4340.495605
	Iteration 32Q: 3 clusters Score -810297.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -810338.312500 Penalty: 4340.495605
	Iteration 33Q: 3 clusters Score -810338.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -810367.750000 Penalty: 4340.495605
	Iteration 34Q: 3 clusters Score -810367.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -810389.500000 Penalty: 4340.495605
	Iteration 35Q: 3 clusters Score -810389.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -810406.625000 Penalty: 4340.495605
	Iteration 36Q: 3 clusters Score -810406.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -810418.562500 Penalty: 4340.495605
	Iteration 37Q: 3 clusters Score -810418.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -810427.125000 Penalty: 4340.495605
	Iteration 38Q: 3 clusters Score -810427.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -810433.625000 Penalty: 4340.495605
	Iteration 39Q: 3 clusters Score -810433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -810438.312500 Penalty: 4340.495605
	Iteration 40F: 3 clusters Score -810438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -810441.187500 Penalty: 4340.495605
	Iteration 41Q: 3 clusters Score -810441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -810441.062500 Penalty: 4340.495605
	Iteration 42Q: 3 clusters Score -810441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -810444.062500 Penalty: 4340.495605
	Iteration 43Q: 3 clusters Score -810444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -810445.375000 Penalty: 4340.495605
	Iteration 44Q: 3 clusters Score -810445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -810446.437500 Penalty: 4340.495605
	Iteration 45Q: 3 clusters Score -810446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -810449.937500 Penalty: 4340.495605
	Iteration 46Q: 3 clusters Score -810449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -810451.687500 Penalty: 4340.495605
	Iteration 47Q: 3 clusters Score -810451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -810453.250000 Penalty: 4340.495605
	Iteration 48Q: 3 clusters Score -810453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -810454.812500 Penalty: 4340.495605
	Iteration 49Q: 3 clusters Score -810454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -810456.062500 Penalty: 4340.495605
	Iteration 50Q: 3 clusters Score -810456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -810457.375000 Penalty: 4340.495605
	Iteration 51Q: 3 clusters Score -810457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -810457.750000 Penalty: 4340.495605
	Iteration 52Q: 3 clusters Score -810457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -810458.250000 Penalty: 4340.495605
	Iteration 53Q: 3 clusters Score -810458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -810458.250000 Penalty: 4340.495605
	Iteration 54F: 3 clusters Score -810458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Entering Unmasked Estep 
Score: -14450682.000000 Penalty: 2871.558105
	Iteration 0F: 2 clusters Score -1.445068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -14379359.000000 Penalty: 5743.116211
	Iteration 0F: 3 clusters Score -1.437936e+07 nChanged 50704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -14407763.000000 Penalty: 5743.116211
	Iteration 1F: 3 clusters Score -1.440776e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -14408382.000000 Penalty: 5743.116211
	Iteration 2Q: 3 clusters Score -1.440838e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -14409207.000000 Penalty: 5743.116211
	Iteration 3Q: 3 clusters Score -1.440921e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -14410571.000000 Penalty: 5743.116211
	Iteration 4Q: 3 clusters Score -1.441057e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -14412755.000000 Penalty: 5743.116211
	Iteration 5Q: 3 clusters Score -1.441276e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -14416707.000000 Penalty: 5743.116211
	Iteration 6F: 3 clusters Score -1.441671e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -14423536.000000 Penalty: 5743.116211
	Iteration 7F: 3 clusters Score -1.442354e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -14432586.000000 Penalty: 5743.116211
	Iteration 8F: 3 clusters Score -1.443259e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -14440599.000000 Penalty: 5743.116211
	Iteration 9F: 3 clusters Score -1.44406e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -14445248.000000 Penalty: 5743.116211
	Iteration 10Q: 3 clusters Score -1.444525e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14447203.000000 Penalty: 5743.116211
	Iteration 11Q: 3 clusters Score -1.44472e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14447742.000000 Penalty: 5743.116211
	Iteration 12Q: 3 clusters Score -1.444774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14447927.000000 Penalty: 5743.116211
	Iteration 13Q: 3 clusters Score -1.444793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14447987.000000 Penalty: 5743.116211
	Iteration 14Q: 3 clusters Score -1.444799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14448039.000000 Penalty: 5743.116211
	Iteration 15Q: 3 clusters Score -1.444804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14448065.000000 Penalty: 5743.116211
	Iteration 16Q: 3 clusters Score -1.444806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14448077.000000 Penalty: 5743.116211
	Iteration 17Q: 3 clusters Score -1.444808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14448102.000000 Penalty: 5743.116211
	Iteration 18Q: 3 clusters Score -1.44481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14448110.000000 Penalty: 5743.116211
	Iteration 19Q: 3 clusters Score -1.444811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14448114.000000 Penalty: 5743.116211
	Iteration 20F: 3 clusters Score -1.444811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14448124.000000 Penalty: 5743.116211
	Iteration 21Q: 3 clusters Score -1.444812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14448113.000000 Penalty: 5743.116211
	Iteration 22Q: 3 clusters Score -1.444811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14448119.000000 Penalty: 5743.116211
	Iteration 23Q: 3 clusters Score -1.444812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14448120.000000 Penalty: 5743.116211
	Iteration 24Q: 3 clusters Score -1.444812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14448120.000000 Penalty: 5743.116211
	Iteration 25F: 3 clusters Score -1.444812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2126272.500000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -2126272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2114162.750000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -2114163 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2118279.500000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -2118280 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2118957.250000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -2118957 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2119705.750000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -2119706 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2120489.750000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -2120490 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2121185.500000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -2121186 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2121771.500000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -2121772 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2122261.500000 Penalty: 4827.006836
	Iteration 7Q: 3 clusters Score -2122262 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2122700.000000 Penalty: 4827.006836
	Iteration 8Q: 3 clusters Score -2122700 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2123026.500000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -2123026 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2123273.500000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -2123274 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2123482.000000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -2123482 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2123685.500000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -2123686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2123876.000000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -2123876 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2124036.500000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -2124036 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2124212.250000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -2124212 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2124366.500000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -2124366 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2124501.500000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -2124502 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2124591.250000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -2124591 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2124665.250000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -2124665 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2124713.500000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -2124714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2124757.250000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -2124757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2124780.250000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -2124780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2124801.750000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -2124802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2124817.500000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -2124818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2124822.500000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -2124822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2124834.250000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -2124834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2124840.000000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -2124840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2124836.250000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -2124836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2124840.500000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -2124840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2124841.250000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -2124841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2124843.250000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -2124843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2124854.250000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -2124854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2124853.500000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -2124854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2124850.750000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -2124851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2124852.750000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -2124853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2124852.750000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -2124853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2124854.000000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -2124854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2124855.500000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -2124856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2124855.750000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -2124856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2124857.000000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -2124857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2124860.500000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -2124860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2124858.500000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -2124858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2124860.250000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -2124860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2124860.500000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -2124860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2124860.250000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -2124860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2124858.250000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -2124858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2124858.250000 Penalty: 4827.006836
	Iteration 47Q: 3 clusters Score -2124858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2124862.250000 Penalty: 4827.006836
	Iteration 48Q: 3 clusters Score -2124862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2124865.500000 Penalty: 4827.006836
	Iteration 49Q: 3 clusters Score -2124866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2124866.500000 Penalty: 4827.006836
	Iteration 50Q: 3 clusters Score -2124866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2124866.000000 Penalty: 4827.006836
	Iteration 51Q: 3 clusters Score -2124866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2124868.000000 Penalty: 4827.006836
	Iteration 52Q: 3 clusters Score -2124868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2124867.000000 Penalty: 4827.006836
	Iteration 53Q: 3 clusters Score -2124867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2124867.250000 Penalty: 4827.006836
	Iteration 54Q: 3 clusters Score -2124867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2124869.750000 Penalty: 4827.006836
	Iteration 55Q: 3 clusters Score -2124870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2124867.000000 Penalty: 4827.006836
	Iteration 56Q: 3 clusters Score -2124867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2124868.000000 Penalty: 4827.006836
	Iteration 57Q: 3 clusters Score -2124868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2124864.750000 Penalty: 4827.006836
	Iteration 58Q: 3 clusters Score -2124865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2124864.750000 Penalty: 4827.006836
	Iteration 59F: 3 clusters Score -2124865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Entering Unmasked Estep 
Score: -7458490.500000 Penalty: 2722.114746
	Iteration 0F: 2 clusters Score -7458490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7419240.500000 Penalty: 5444.229492
	Iteration 0F: 3 clusters Score -7419240 nChanged 27115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -7434710.000000 Penalty: 5444.229492
	Iteration 1F: 3 clusters Score -7434710 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7435898.000000 Penalty: 5444.229492
	Iteration 2Q: 3 clusters Score -7435898 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7437181.500000 Penalty: 5444.229492
	Iteration 3F: 3 clusters Score -7437182 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -7438680.500000 Penalty: 5444.229492
	Iteration 4F: 3 clusters Score -7438680 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7440443.500000 Penalty: 5444.229492
	Iteration 5F: 3 clusters Score -7440444 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7442489.000000 Penalty: 5444.229492
	Iteration 6F: 3 clusters Score -7442489 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7445068.500000 Penalty: 5444.229492
	Iteration 7F: 3 clusters Score -7445068 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -7447847.000000 Penalty: 5444.229492
	Iteration 8F: 3 clusters Score -7447847 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -7450268.500000 Penalty: 5444.229492
	Iteration 9F: 3 clusters Score -7450268 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -7452140.000000 Penalty: 5444.229492
	Iteration 10Q: 3 clusters Score -7452140 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -7453443.500000 Penalty: 5444.229492
	Iteration 11Q: 3 clusters Score -7453444 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -7454330.500000 Penalty: 5444.229492
	Iteration 12Q: 3 clusters Score -7454330 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -7454991.000000 Penalty: 5444.229492
	Iteration 13Q: 3 clusters Score -7454991 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7455464.000000 Penalty: 5444.229492
	Iteration 14Q: 3 clusters Score -7455464 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -7455803.000000 Penalty: 5444.229492
	Iteration 15Q: 3 clusters Score -7455803 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -7456106.000000 Penalty: 5444.229492
	Iteration 16Q: 3 clusters Score -7456106 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -7456337.000000 Penalty: 5444.229492
	Iteration 17Q: 3 clusters Score -7456337 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -7456514.000000 Penalty: 5444.229492
	Iteration 18Q: 3 clusters Score -7456514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -7456648.500000 Penalty: 5444.229492
	Iteration 19Q: 3 clusters Score -7456648 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -7456744.500000 Penalty: 5444.229492
	Iteration 20F: 3 clusters Score -7456744 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7456836.000000 Penalty: 5444.229492
	Iteration 21Q: 3 clusters Score -7456836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -7456897.500000 Penalty: 5444.229492
	Iteration 22Q: 3 clusters Score -7456898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -7456969.000000 Penalty: 5444.229492
	Iteration 23Q: 3 clusters Score -7456969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -7457026.000000 Penalty: 5444.229492
	Iteration 24Q: 3 clusters Score -7457026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7457067.000000 Penalty: 5444.229492
	Iteration 25Q: 3 clusters Score -7457067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -7457104.000000 Penalty: 5444.229492
	Iteration 26Q: 3 clusters Score -7457104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -7457146.500000 Penalty: 5444.229492
	Iteration 27Q: 3 clusters Score -7457146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7457212.500000 Penalty: 5444.229492
	Iteration 28Q: 3 clusters Score -7457212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -7457293.500000 Penalty: 5444.229492
	Iteration 29Q: 3 clusters Score -7457294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7457360.000000 Penalty: 5444.229492
	Iteration 30Q: 3 clusters Score -7457360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7457396.000000 Penalty: 5444.229492
	Iteration 31Q: 3 clusters Score -7457396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -7457414.500000 Penalty: 5444.229492
	Iteration 32Q: 3 clusters Score -7457414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -7457424.500000 Penalty: 5444.229492
	Iteration 33Q: 3 clusters Score -7457424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -7457438.000000 Penalty: 5444.229492
	Iteration 34Q: 3 clusters Score -7457438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -7457444.000000 Penalty: 5444.229492
	Iteration 35Q: 3 clusters Score -7457444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -7457444.500000 Penalty: 5444.229492
	Iteration 36Q: 3 clusters Score -7457444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -7457450.000000 Penalty: 5444.229492
	Iteration 37Q: 3 clusters Score -7457450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7457453.000000 Penalty: 5444.229492
	Iteration 38Q: 3 clusters Score -7457453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7457454.000000 Penalty: 5444.229492
	Iteration 39Q: 3 clusters Score -7457454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -7457458.000000 Penalty: 5444.229492
	Iteration 40F: 3 clusters Score -7457458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7457457.500000 Penalty: 5444.229492
	Iteration 41Q: 3 clusters Score -7457458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -7457459.500000 Penalty: 5444.229492
	Iteration 42Q: 3 clusters Score -7457460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -7457462.500000 Penalty: 5444.229492
	Iteration 43Q: 3 clusters Score -7457462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7457459.000000 Penalty: 5444.229492
	Iteration 44Q: 3 clusters Score -7457459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7457459.000000 Penalty: 5444.229492
	Iteration 45F: 3 clusters Score -7457459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Entering Unmasked Estep 
Score: -18063114.000000 Penalty: 2926.806641
	Iteration 0F: 2 clusters Score -1.806311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -17974930.000000 Penalty: 5853.613281
	Iteration 0F: 3 clusters Score -1.797493e+07 nChanged 63695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -18012230.000000 Penalty: 5853.613281
	Iteration 1F: 3 clusters Score -1.801223e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -18013630.000000 Penalty: 5853.613281
	Iteration 2Q: 3 clusters Score -1.801363e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -18015788.000000 Penalty: 5853.613281
	Iteration 3Q: 3 clusters Score -1.801579e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -18019004.000000 Penalty: 5853.613281
	Iteration 4Q: 3 clusters Score -1.8019e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -18023322.000000 Penalty: 5853.613281
	Iteration 5F: 3 clusters Score -1.802332e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -18028406.000000 Penalty: 5853.613281
	Iteration 6F: 3 clusters Score -1.802841e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -18033580.000000 Penalty: 5853.613281
	Iteration 7F: 3 clusters Score -1.803358e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -18038328.000000 Penalty: 5853.613281
	Iteration 8F: 3 clusters Score -1.803833e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -18042002.000000 Penalty: 5853.613281
	Iteration 9F: 3 clusters Score -1.8042e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -18044064.000000 Penalty: 5853.613281
	Iteration 10Q: 3 clusters Score -1.804406e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -18045444.000000 Penalty: 5853.613281
	Iteration 11Q: 3 clusters Score -1.804544e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -18046192.000000 Penalty: 5853.613281
	Iteration 12Q: 3 clusters Score -1.804619e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -18046584.000000 Penalty: 5853.613281
	Iteration 13Q: 3 clusters Score -1.804658e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -18046904.000000 Penalty: 5853.613281
	Iteration 14Q: 3 clusters Score -1.80469e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -18047196.000000 Penalty: 5853.613281
	Iteration 15Q: 3 clusters Score -1.80472e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -18047458.000000 Penalty: 5853.613281
	Iteration 16Q: 3 clusters Score -1.804746e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -18047760.000000 Penalty: 5853.613281
	Iteration 17Q: 3 clusters Score -1.804776e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -18048076.000000 Penalty: 5853.613281
	Iteration 18Q: 3 clusters Score -1.804808e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -18048368.000000 Penalty: 5853.613281
	Iteration 19Q: 3 clusters Score -1.804837e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -18048710.000000 Penalty: 5853.613281
	Iteration 20F: 3 clusters Score -1.804871e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -18049084.000000 Penalty: 5853.613281
	Iteration 21Q: 3 clusters Score -1.804908e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -18049606.000000 Penalty: 5853.613281
	Iteration 22Q: 3 clusters Score -1.804961e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -18050168.000000 Penalty: 5853.613281
	Iteration 23Q: 3 clusters Score -1.805017e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -18050666.000000 Penalty: 5853.613281
	Iteration 24Q: 3 clusters Score -1.805067e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -18051314.000000 Penalty: 5853.613281
	Iteration 25Q: 3 clusters Score -1.805131e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -18052104.000000 Penalty: 5853.613281
	Iteration 26Q: 3 clusters Score -1.80521e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -18053020.000000 Penalty: 5853.613281
	Iteration 27Q: 3 clusters Score -1.805302e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -18054004.000000 Penalty: 5853.613281
	Iteration 28Q: 3 clusters Score -1.8054e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -18054936.000000 Penalty: 5853.613281
	Iteration 29Q: 3 clusters Score -1.805494e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -18056106.000000 Penalty: 5853.613281
	Iteration 30Q: 3 clusters Score -1.805611e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -18057436.000000 Penalty: 5853.613281
	Iteration 31Q: 3 clusters Score -1.805744e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -18058714.000000 Penalty: 5853.613281
	Iteration 32Q: 3 clusters Score -1.805871e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119703 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -18059816.000000 Penalty: 5853.613281
	Iteration 33Q: 3 clusters Score -1.805982e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120848 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -18060562.000000 Penalty: 5853.613281
	Iteration 34Q: 3 clusters Score -1.806056e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -18061002.000000 Penalty: 5853.613281
	Iteration 35Q: 3 clusters Score -1.8061e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -18061304.000000 Penalty: 5853.613281
	Iteration 36Q: 3 clusters Score -1.80613e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -18061540.000000 Penalty: 5853.613281
	Iteration 37Q: 3 clusters Score -1.806154e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -18061572.000000 Penalty: 5853.613281
	Iteration 38Q: 3 clusters Score -1.806157e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -18061690.000000 Penalty: 5853.613281
	Iteration 39Q: 3 clusters Score -1.806169e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -18061810.000000 Penalty: 5853.613281
	Iteration 40F: 3 clusters Score -1.806181e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -18061876.000000 Penalty: 5853.613281
	Iteration 41Q: 3 clusters Score -1.806188e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124971 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -18061816.000000 Penalty: 5853.613281
	Iteration 42Q: 3 clusters Score -1.806182e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -18061880.000000 Penalty: 5853.613281
	Iteration 43Q: 3 clusters Score -1.806188e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -18061904.000000 Penalty: 5853.613281
	Iteration 44Q: 3 clusters Score -1.80619e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125741 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -18061922.000000 Penalty: 5853.613281
	Iteration 45Q: 3 clusters Score -1.806192e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -18062000.000000 Penalty: 5853.613281
	Iteration 46Q: 3 clusters Score -1.8062e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -18062102.000000 Penalty: 5853.613281
	Iteration 47Q: 3 clusters Score -1.80621e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -18062114.000000 Penalty: 5853.613281
	Iteration 48Q: 3 clusters Score -1.806211e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -18062132.000000 Penalty: 5853.613281
	Iteration 49Q: 3 clusters Score -1.806213e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -18062192.000000 Penalty: 5853.613281
	Iteration 50Q: 3 clusters Score -1.806219e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -18062166.000000 Penalty: 5853.613281
	Iteration 51Q: 3 clusters Score -1.806217e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -18062192.000000 Penalty: 5853.613281
	Iteration 52Q: 3 clusters Score -1.806219e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -18062228.000000 Penalty: 5853.613281
	Iteration 53Q: 3 clusters Score -1.806223e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -18062260.000000 Penalty: 5853.613281
	Iteration 54Q: 3 clusters Score -1.806226e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -18062308.000000 Penalty: 5853.613281
	Iteration 55Q: 3 clusters Score -1.806231e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -18062306.000000 Penalty: 5853.613281
	Iteration 56Q: 3 clusters Score -1.806231e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -18062352.000000 Penalty: 5853.613281
	Iteration 57Q: 3 clusters Score -1.806235e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -18062330.000000 Penalty: 5853.613281
	Iteration 58Q: 3 clusters Score -1.806233e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18062308.000000 Penalty: 5853.613281
	Iteration 59Q: 3 clusters Score -1.806231e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -18062352.000000 Penalty: 5853.613281
	Iteration 60F: 3 clusters Score -1.806235e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -18062342.000000 Penalty: 5853.613281
	Iteration 61Q: 3 clusters Score -1.806234e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -18062354.000000 Penalty: 5853.613281
	Iteration 62Q: 3 clusters Score -1.806235e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -18062358.000000 Penalty: 5853.613281
	Iteration 63Q: 3 clusters Score -1.806236e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -18062362.000000 Penalty: 5853.613281
	Iteration 64Q: 3 clusters Score -1.806236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -18062396.000000 Penalty: 5853.613281
	Iteration 65Q: 3 clusters Score -1.80624e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -18062416.000000 Penalty: 5853.613281
	Iteration 66Q: 3 clusters Score -1.806242e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -18062420.000000 Penalty: 5853.613281
	Iteration 67Q: 3 clusters Score -1.806242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -18062400.000000 Penalty: 5853.613281
	Iteration 68Q: 3 clusters Score -1.80624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -18062436.000000 Penalty: 5853.613281
	Iteration 69Q: 3 clusters Score -1.806244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -18062430.000000 Penalty: 5853.613281
	Iteration 70Q: 3 clusters Score -1.806243e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 71Q: 3 clusters Score -1.806246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 72Q: 3 clusters Score -1.806247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 73Q: 3 clusters Score -1.806246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -18062468.000000 Penalty: 5853.613281
	Iteration 74Q: 3 clusters Score -1.806247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129040 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -18062472.000000 Penalty: 5853.613281
	Iteration 75Q: 3 clusters Score -1.806247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -18062462.000000 Penalty: 5853.613281
	Iteration 76Q: 3 clusters Score -1.806246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129096 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 77Q: 3 clusters Score -1.806247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -18062448.000000 Penalty: 5853.613281
	Iteration 78Q: 3 clusters Score -1.806245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -18062452.000000 Penalty: 5853.613281
	Iteration 79Q: 3 clusters Score -1.806245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -18062462.000000 Penalty: 5853.613281
	Iteration 80F: 3 clusters Score -1.806246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129157 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 81Q: 3 clusters Score -1.806247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 82Q: 3 clusters Score -1.806246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129180 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 83Q: 3 clusters Score -1.806246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 84Q: 3 clusters Score -1.806246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -18062468.000000 Penalty: 5853.613281
	Iteration 85Q: 3 clusters Score -1.806247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129198 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -18062466.000000 Penalty: 5853.613281
	Iteration 86Q: 3 clusters Score -1.806247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 87Q: 3 clusters Score -1.806246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 88Q: 3 clusters Score -1.806246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 89Q: 3 clusters Score -1.806246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129228 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 90Q: 3 clusters Score -1.806246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 91Q: 3 clusters Score -1.806247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129248 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -18062478.000000 Penalty: 5853.613281
	Iteration 92Q: 3 clusters Score -1.806248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -18062466.000000 Penalty: 5853.613281
	Iteration 93Q: 3 clusters Score -1.806247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 94Q: 3 clusters Score -1.806246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -18062458.000000 Penalty: 5853.613281
	Iteration 95Q: 3 clusters Score -1.806246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129284 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -18062464.000000 Penalty: 5853.613281
	Iteration 96Q: 3 clusters Score -1.806246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -18062472.000000 Penalty: 5853.613281
	Iteration 97Q: 3 clusters Score -1.806247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -18062474.000000 Penalty: 5853.613281
	Iteration 98Q: 3 clusters Score -1.806247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129307 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -18062476.000000 Penalty: 5853.613281
	Iteration 99Q: 3 clusters Score -1.806248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -18062482.000000 Penalty: 5853.613281
	Iteration 100F: 3 clusters Score -1.806248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129315 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -18062478.000000 Penalty: 5853.613281
	Iteration 101Q: 3 clusters Score -1.806248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 102Q: 3 clusters Score -1.806247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -18062470.000000 Penalty: 5853.613281
	Iteration 103Q: 3 clusters Score -1.806247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -18062480.000000 Penalty: 5853.613281
	Iteration 104Q: 3 clusters Score -1.806248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -18062482.000000 Penalty: 5853.613281
	Iteration 105Q: 3 clusters Score -1.806248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -18062490.000000 Penalty: 5853.613281
	Iteration 106Q: 3 clusters Score -1.806249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -18062498.000000 Penalty: 5853.613281
	Iteration 107Q: 3 clusters Score -1.80625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -18062500.000000 Penalty: 5853.613281
	Iteration 108Q: 3 clusters Score -1.80625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18062476.000000 Penalty: 5853.613281
	Iteration 109Q: 3 clusters Score -1.806248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18062502.000000 Penalty: 5853.613281
	Iteration 110Q: 3 clusters Score -1.80625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18062502.000000 Penalty: 5853.613281
	Iteration 111F: 3 clusters Score -1.80625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Entering Unmasked Estep 
Score: -1870068.250000 Penalty: 2361.856934
	Iteration 0F: 2 clusters Score -1870068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1860063.625000 Penalty: 4723.713867
	Iteration 0F: 3 clusters Score -1860064 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1863171.250000 Penalty: 4723.713867
	Iteration 1F: 3 clusters Score -1863171 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1863513.500000 Penalty: 4723.713867
	Iteration 2F: 3 clusters Score -1863514 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1863743.125000 Penalty: 4723.713867
	Iteration 3Q: 3 clusters Score -1863743 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1863934.375000 Penalty: 4723.713867
	Iteration 4Q: 3 clusters Score -1863934 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1864097.375000 Penalty: 4723.713867
	Iteration 5Q: 3 clusters Score -1864097 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1864232.500000 Penalty: 4723.713867
	Iteration 6Q: 3 clusters Score -1864232 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1864375.500000 Penalty: 4723.713867
	Iteration 7Q: 3 clusters Score -1864376 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1864519.250000 Penalty: 4723.713867
	Iteration 8Q: 3 clusters Score -1864519 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1864691.500000 Penalty: 4723.713867
	Iteration 9Q: 3 clusters Score -1864692 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1864886.500000 Penalty: 4723.713867
	Iteration 10Q: 3 clusters Score -1864886 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1865157.750000 Penalty: 4723.713867
	Iteration 11Q: 3 clusters Score -1865158 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1865535.750000 Penalty: 4723.713867
	Iteration 12Q: 3 clusters Score -1865536 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1866031.375000 Penalty: 4723.713867
	Iteration 13F: 3 clusters Score -1866031 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1866619.375000 Penalty: 4723.713867
	Iteration 14F: 3 clusters Score -1866619 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1867166.750000 Penalty: 4723.713867
	Iteration 15Q: 3 clusters Score -1867167 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1867579.750000 Penalty: 4723.713867
	Iteration 16Q: 3 clusters Score -1867580 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1867873.125000 Penalty: 4723.713867
	Iteration 17Q: 3 clusters Score -1867873 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1868073.500000 Penalty: 4723.713867
	Iteration 18Q: 3 clusters Score -1868074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1868201.500000 Penalty: 4723.713867
	Iteration 19Q: 3 clusters Score -1868202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1868278.000000 Penalty: 4723.713867
	Iteration 20F: 3 clusters Score -1868278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1868342.000000 Penalty: 4723.713867
	Iteration 21Q: 3 clusters Score -1868342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1868371.375000 Penalty: 4723.713867
	Iteration 22Q: 3 clusters Score -1868371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1868389.750000 Penalty: 4723.713867
	Iteration 23Q: 3 clusters Score -1868390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1868397.500000 Penalty: 4723.713867
	Iteration 24Q: 3 clusters Score -1868398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1868402.750000 Penalty: 4723.713867
	Iteration 25Q: 3 clusters Score -1868403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1868407.750000 Penalty: 4723.713867
	Iteration 26Q: 3 clusters Score -1868408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1868405.625000 Penalty: 4723.713867
	Iteration 27Q: 3 clusters Score -1868406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1868407.875000 Penalty: 4723.713867
	Iteration 28Q: 3 clusters Score -1868408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1868407.875000 Penalty: 4723.713867
	Iteration 29F: 3 clusters Score -1868408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -147484.796875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -147484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145484.812500 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -145484.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145811.968750 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -145812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145898.171875 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -145898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145944.765625 Penalty: 3469.899902
	Iteration 3Q: 3 clusters Score -145944.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145989.921875 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -145989.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -146015.265625 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -146015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146027.500000 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -146027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146033.578125 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -146033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -146038.781250 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -146038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146044.828125 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -146044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146055.218750 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -146055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -146059.703125 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -146059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -146064.687500 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -146064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -146068.453125 Penalty: 3469.899902
	Iteration 13Q: 3 clusters Score -146068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -146072.156250 Penalty: 3469.899902
	Iteration 14Q: 3 clusters Score -146072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146077.687500 Penalty: 3469.899902
	Iteration 15Q: 3 clusters Score -146077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -146079.015625 Penalty: 3469.899902
	Iteration 16Q: 3 clusters Score -146079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146080.093750 Penalty: 3469.899902
	Iteration 17Q: 3 clusters Score -146080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146080.921875 Penalty: 3469.899902
	Iteration 18Q: 3 clusters Score -146080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146080.921875 Penalty: 3469.899902
	Iteration 19F: 3 clusters Score -146080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185918.812500 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -185918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183665.328125 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -183665.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184058.718750 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -184058.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184168.515625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -184168.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -184228.953125 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -184229 nChanged 44
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: -184274.875000 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -184274.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184304.234375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -184304.2 nChanged 20
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: -184325.546875 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -184325.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184350.218750 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -184350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184377.687500 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -184377.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184395.734375 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -184395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184412.875000 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -184412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -184423.296875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -184423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184433.234375 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -184433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184441.953125 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -184442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -184448.140625 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -184448.1 nChanged 8
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: -184454.500000 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -184454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184457.859375 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -184457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184460.765625 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -184460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184463.796875 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -184463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -184464.468750 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -184464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184466.000000 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -184466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184467.828125 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -184467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -184470.078125 Penalty: 3616.999268
	Iteration 22Q: 3 clusters Score -184470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184474.531250 Penalty: 3616.999268
	Iteration 23Q: 3 clusters Score -184474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -184475.687500 Penalty: 3616.999268
	Iteration 24Q: 3 clusters Score -184475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184476.984375 Penalty: 3616.999268
	Iteration 25Q: 3 clusters Score -184477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -184478.234375 Penalty: 3616.999268
	Iteration 26Q: 3 clusters Score -184478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -184478.875000 Penalty: 3616.999268
	Iteration 27Q: 3 clusters Score -184478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -184478.875000 Penalty: 3616.999268
	Iteration 28F: 3 clusters Score -184478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Entering Unmasked Estep 
Score: -12770294.000000 Penalty: 2838.596191
	Iteration 0F: 2 clusters Score -1.277029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -12707763.000000 Penalty: 5677.192383
	Iteration 0F: 3 clusters Score -1.270776e+07 nChanged 44244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -12732444.000000 Penalty: 5677.192383
	Iteration 1F: 3 clusters Score -1.273244e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -12733034.000000 Penalty: 5677.192383
	Iteration 2Q: 3 clusters Score -1.273303e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -12733635.000000 Penalty: 5677.192383
	Iteration 3Q: 3 clusters Score -1.273364e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -12734207.000000 Penalty: 5677.192383
	Iteration 4Q: 3 clusters Score -1.273421e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -12735003.000000 Penalty: 5677.192383
	Iteration 5Q: 3 clusters Score -1.2735e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -12736302.000000 Penalty: 5677.192383
	Iteration 6Q: 3 clusters Score -1.27363e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -12738757.000000 Penalty: 5677.192383
	Iteration 7F: 3 clusters Score -1.273876e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -12743098.000000 Penalty: 5677.192383
	Iteration 8F: 3 clusters Score -1.27431e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -12749831.000000 Penalty: 5677.192383
	Iteration 9F: 3 clusters Score -1.274983e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -12757844.000000 Penalty: 5677.192383
	Iteration 10F: 3 clusters Score -1.275784e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -12763714.000000 Penalty: 5677.192383
	Iteration 11F: 3 clusters Score -1.276371e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12766432.000000 Penalty: 5677.192383
	Iteration 12Q: 3 clusters Score -1.276643e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12767401.000000 Penalty: 5677.192383
	Iteration 13Q: 3 clusters Score -1.27674e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12767732.000000 Penalty: 5677.192383
	Iteration 14Q: 3 clusters Score -1.276773e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12767887.000000 Penalty: 5677.192383
	Iteration 15Q: 3 clusters Score -1.276789e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12767971.000000 Penalty: 5677.192383
	Iteration 16Q: 3 clusters Score -1.276797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12768024.000000 Penalty: 5677.192383
	Iteration 17Q: 3 clusters Score -1.276802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12768058.000000 Penalty: 5677.192383
	Iteration 18Q: 3 clusters Score -1.276806e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12768080.000000 Penalty: 5677.192383
	Iteration 19Q: 3 clusters Score -1.276808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12768109.000000 Penalty: 5677.192383
	Iteration 20F: 3 clusters Score -1.276811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12768113.000000 Penalty: 5677.192383
	Iteration 21Q: 3 clusters Score -1.276811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12768095.000000 Penalty: 5677.192383
	Iteration 22Q: 3 clusters Score -1.27681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12768114.000000 Penalty: 5677.192383
	Iteration 23Q: 3 clusters Score -1.276811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12768110.000000 Penalty: 5677.192383
	Iteration 24Q: 3 clusters Score -1.276811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12768109.000000 Penalty: 5677.192383
	Iteration 25Q: 3 clusters Score -1.276811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12768116.000000 Penalty: 5677.192383
	Iteration 26Q: 3 clusters Score -1.276812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12768117.000000 Penalty: 5677.192383
	Iteration 27Q: 3 clusters Score -1.276812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12768124.000000 Penalty: 5677.192383
	Iteration 28Q: 3 clusters Score -1.276812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12768128.000000 Penalty: 5677.192383
	Iteration 29Q: 3 clusters Score -1.276813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12768133.000000 Penalty: 5677.192383
	Iteration 30Q: 3 clusters Score -1.276813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12768129.000000 Penalty: 5677.192383
	Iteration 31Q: 3 clusters Score -1.276813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12768129.000000 Penalty: 5677.192383
	Iteration 32F: 3 clusters Score -1.276813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -63827.171875 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -63827.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62382.187500 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -62382.19 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62662.929688 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -62662.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62797.484375 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -62797.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62847.007812 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -62847.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62869.316406 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -62869.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62891.253906 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -62891.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62921.488281 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -62921.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62949.980469 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -62949.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62971.382812 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -62971.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62990.160156 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -62990.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63040.730469 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -63040.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63050.906250 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -63050.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63057.546875 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -63057.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63064.539062 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -63064.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63081.582031 Penalty: 3119.698975
	Iteration 14Q: 3 clusters Score -63081.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63082.699219 Penalty: 3119.698975
	Iteration 15Q: 3 clusters Score -63082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63082.699219 Penalty: 3119.698975
	Iteration 16F: 3 clusters Score -63082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Entering Unmasked Estep 
Score: -4909027.500000 Penalty: 2604.610352
	Iteration 0F: 2 clusters Score -4909028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4884206.000000 Penalty: 5209.220703
	Iteration 0F: 3 clusters Score -4884206 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4893172.000000 Penalty: 5209.220703
	Iteration 1F: 3 clusters Score -4893172 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4893646.500000 Penalty: 5209.220703
	Iteration 2Q: 3 clusters Score -4893646 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4894118.500000 Penalty: 5209.220703
	Iteration 3Q: 3 clusters Score -4894118 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4894583.000000 Penalty: 5209.220703
	Iteration 4Q: 3 clusters Score -4894583 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4895114.500000 Penalty: 5209.220703
	Iteration 5Q: 3 clusters Score -4895114 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4895828.000000 Penalty: 5209.220703
	Iteration 6Q: 3 clusters Score -4895828 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4896733.500000 Penalty: 5209.220703
	Iteration 7F: 3 clusters Score -4896734 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4897882.000000 Penalty: 5209.220703
	Iteration 8F: 3 clusters Score -4897882 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4899165.500000 Penalty: 5209.220703
	Iteration 9F: 3 clusters Score -4899166 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4900546.000000 Penalty: 5209.220703
	Iteration 10F: 3 clusters Score -4900546 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4901844.000000 Penalty: 5209.220703
	Iteration 11F: 3 clusters Score -4901844 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4903137.500000 Penalty: 5209.220703
	Iteration 12Q: 3 clusters Score -4903138 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4904265.000000 Penalty: 5209.220703
	Iteration 13Q: 3 clusters Score -4904265 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4905070.500000 Penalty: 5209.220703
	Iteration 14Q: 3 clusters Score -4905070 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4905633.500000 Penalty: 5209.220703
	Iteration 15Q: 3 clusters Score -4905634 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4905960.500000 Penalty: 5209.220703
	Iteration 16Q: 3 clusters Score -4905960 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4906192.000000 Penalty: 5209.220703
	Iteration 17Q: 3 clusters Score -4906192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4906352.000000 Penalty: 5209.220703
	Iteration 18Q: 3 clusters Score -4906352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4906456.500000 Penalty: 5209.220703
	Iteration 19Q: 3 clusters Score -4906456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4906521.500000 Penalty: 5209.220703
	Iteration 20F: 3 clusters Score -4906522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4906570.500000 Penalty: 5209.220703
	Iteration 21Q: 3 clusters Score -4906570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4906614.500000 Penalty: 5209.220703
	Iteration 22Q: 3 clusters Score -4906614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4906639.500000 Penalty: 5209.220703
	Iteration 23Q: 3 clusters Score -4906640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4906660.000000 Penalty: 5209.220703
	Iteration 24Q: 3 clusters Score -4906660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4906670.000000 Penalty: 5209.220703
	Iteration 25Q: 3 clusters Score -4906670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4906674.500000 Penalty: 5209.220703
	Iteration 26Q: 3 clusters Score -4906674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4906682.500000 Penalty: 5209.220703
	Iteration 27Q: 3 clusters Score -4906682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4906690.000000 Penalty: 5209.220703
	Iteration 28Q: 3 clusters Score -4906690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4906699.500000 Penalty: 5209.220703
	Iteration 29Q: 3 clusters Score -4906700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4906704.000000 Penalty: 5209.220703
	Iteration 30Q: 3 clusters Score -4906704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4906717.000000 Penalty: 5209.220703
	Iteration 31Q: 3 clusters Score -4906717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4906720.000000 Penalty: 5209.220703
	Iteration 32Q: 3 clusters Score -4906720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4906725.500000 Penalty: 5209.220703
	Iteration 33Q: 3 clusters Score -4906726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4906729.000000 Penalty: 5209.220703
	Iteration 34Q: 3 clusters Score -4906729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4906736.000000 Penalty: 5209.220703
	Iteration 35Q: 3 clusters Score -4906736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4906734.500000 Penalty: 5209.220703
	Iteration 36Q: 3 clusters Score -4906734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4906744.500000 Penalty: 5209.220703
	Iteration 37Q: 3 clusters Score -4906744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4906743.000000 Penalty: 5209.220703
	Iteration 38Q: 3 clusters Score -4906743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4906747.000000 Penalty: 5209.220703
	Iteration 39Q: 3 clusters Score -4906747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4906748.500000 Penalty: 5209.220703
	Iteration 40F: 3 clusters Score -4906748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4906761.000000 Penalty: 5209.220703
	Iteration 41Q: 3 clusters Score -4906761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4906762.500000 Penalty: 5209.220703
	Iteration 42Q: 3 clusters Score -4906762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4906766.000000 Penalty: 5209.220703
	Iteration 43Q: 3 clusters Score -4906766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4906763.500000 Penalty: 5209.220703
	Iteration 44Q: 3 clusters Score -4906764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4906764.000000 Penalty: 5209.220703
	Iteration 45Q: 3 clusters Score -4906764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4906769.000000 Penalty: 5209.220703
	Iteration 46Q: 3 clusters Score -4906769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4906768.500000 Penalty: 5209.220703
	Iteration 47Q: 3 clusters Score -4906768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4906769.000000 Penalty: 5209.220703
	Iteration 48Q: 3 clusters Score -4906769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4906769.000000 Penalty: 5209.220703
	Iteration 49F: 3 clusters Score -4906769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -105388.976562 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -105389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103620.531250 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -103620.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103838.656250 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103838.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103897.835938 Penalty: 3325.389648
	Iteration 2Q: 3 clusters Score -103897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103929.523438 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -103929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103948.109375 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -103948.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103962.968750 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -103963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103971.453125 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103979.570312 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -103979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103996.828125 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -103996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104012.242188 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -104012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104020.234375 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -104020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104044.015625 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -104044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104072.898438 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -104072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104094.718750 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -104094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104107.554688 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -104107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104119.015625 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -104119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104122.125000 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -104122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104124.257812 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -104124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104125.804688 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -104125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104125.804688 Penalty: 3325.389648
	Iteration 19F: 3 clusters Score -104125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115766.804688 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115766.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116002.648438 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116002.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116095.507812 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116142.281250 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116167.390625 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116184.929688 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116194.664062 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116194.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116219.921875 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116219.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116235.218750 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116241.843750 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116248.078125 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116251.546875 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116251.546875 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -116251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (251876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251876 members 
Entering Unmasked Estep 
Score: -34435472.000000 Penalty: 3084.299561
	Iteration 0F: 2 clusters Score -3.443547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -34284640.000000 Penalty: 6168.599121
	Iteration 0F: 3 clusters Score -3.428464e+07 nChanged 121687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -34356372.000000 Penalty: 6168.599121
	Iteration 1F: 3 clusters Score -3.435637e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -34357560.000000 Penalty: 6168.599121
	Iteration 2Q: 3 clusters Score -3.435756e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121691 members 
Mstep: Class 2 contains 130185 members 
Entering Unmasked Estep 
Score: -34359148.000000 Penalty: 6168.599121
	Iteration 3Q: 3 clusters Score -3.435915e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -34361632.000000 Penalty: 6168.599121
	Iteration 4Q: 3 clusters Score -3.436163e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115274 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -34364956.000000 Penalty: 6168.599121
	Iteration 5Q: 3 clusters Score -3.436496e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109679 members 
Mstep: Class 2 contains 142197 members 
Entering Unmasked Estep 
Score: -34369752.000000 Penalty: 6168.599121
	Iteration 6Q: 3 clusters Score -3.436975e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -34376888.000000 Penalty: 6168.599121
	Iteration 7F: 3 clusters Score -3.437689e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -34387208.000000 Penalty: 6168.599121
	Iteration 8F: 3 clusters Score -3.438721e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -34397420.000000 Penalty: 6168.599121
	Iteration 9F: 3 clusters Score -3.439742e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 175923 members 
Entering Unmasked Estep 
Score: -34404960.000000 Penalty: 6168.599121
	Iteration 10F: 3 clusters Score -3.440496e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 181294 members 
Entering Unmasked Estep 
Score: -34408656.000000 Penalty: 6168.599121
	Iteration 11Q: 3 clusters Score -3.440866e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 184995 members 
Entering Unmasked Estep 
Score: -34410464.000000 Penalty: 6168.599121
	Iteration 12Q: 3 clusters Score -3.441046e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 187809 members 
Entering Unmasked Estep 
Score: -34411180.000000 Penalty: 6168.599121
	Iteration 13Q: 3 clusters Score -3.441118e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 190105 members 
Entering Unmasked Estep 
Score: -34411176.000000 Penalty: 6168.599121
	Iteration 14Q: 3 clusters Score -3.441118e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 192097 members 
Entering Unmasked Estep 
Score: -34410960.000000 Penalty: 6168.599121
	Iteration 15Q: 3 clusters Score -3.441096e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 193793 members 
Entering Unmasked Estep 
Score: -34410724.000000 Penalty: 6168.599121
	Iteration 16Q: 3 clusters Score -3.441072e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 195251 members 
Entering Unmasked Estep 
Score: -34410532.000000 Penalty: 6168.599121
	Iteration 17Q: 3 clusters Score -3.441053e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 196513 members 
Entering Unmasked Estep 
Score: -34410324.000000 Penalty: 6168.599121
	Iteration 18Q: 3 clusters Score -3.441032e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 197609 members 
Entering Unmasked Estep 
Score: -34410140.000000 Penalty: 6168.599121
	Iteration 19Q: 3 clusters Score -3.441014e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -34410100.000000 Penalty: 6168.599121
	Iteration 20F: 3 clusters Score -3.44101e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 199408 members 
Entering Unmasked Estep 
Score: -34410052.000000 Penalty: 6168.599121
	Iteration 21Q: 3 clusters Score -3.441005e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 200201 members 
Entering Unmasked Estep 
Score: -34410004.000000 Penalty: 6168.599121
	Iteration 22Q: 3 clusters Score -3.441e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 200900 members 
Entering Unmasked Estep 
Score: -34409900.000000 Penalty: 6168.599121
	Iteration 23Q: 3 clusters Score -3.44099e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 201590 members 
Entering Unmasked Estep 
Score: -34409932.000000 Penalty: 6168.599121
	Iteration 24Q: 3 clusters Score -3.440993e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 202255 members 
Entering Unmasked Estep 
Score: -34409924.000000 Penalty: 6168.599121
	Iteration 25Q: 3 clusters Score -3.440992e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -34409980.000000 Penalty: 6168.599121
	Iteration 26Q: 3 clusters Score -3.440998e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 203432 members 
Entering Unmasked Estep 
Score: -34409916.000000 Penalty: 6168.599121
	Iteration 27Q: 3 clusters Score -3.440992e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 203950 members 
Entering Unmasked Estep 
Score: -34409900.000000 Penalty: 6168.599121
	Iteration 28Q: 3 clusters Score -3.44099e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 204416 members 
Entering Unmasked Estep 
Score: -34409772.000000 Penalty: 6168.599121
	Iteration 29Q: 3 clusters Score -3.440977e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 204849 members 
Entering Unmasked Estep 
Score: -34409716.000000 Penalty: 6168.599121
	Iteration 30Q: 3 clusters Score -3.440972e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 205260 members 
Entering Unmasked Estep 
Score: -34409676.000000 Penalty: 6168.599121
	Iteration 31Q: 3 clusters Score -3.440968e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 205615 members 
Entering Unmasked Estep 
Score: -34409704.000000 Penalty: 6168.599121
	Iteration 32Q: 3 clusters Score -3.44097e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 205914 members 
Entering Unmasked Estep 
Score: -34409700.000000 Penalty: 6168.599121
	Iteration 33Q: 3 clusters Score -3.44097e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 206245 members 
Entering Unmasked Estep 
Score: -34409648.000000 Penalty: 6168.599121
	Iteration 34Q: 3 clusters Score -3.440965e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 206539 members 
Entering Unmasked Estep 
Score: -34409628.000000 Penalty: 6168.599121
	Iteration 35Q: 3 clusters Score -3.440963e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 206793 members 
Entering Unmasked Estep 
Score: -34409540.000000 Penalty: 6168.599121
	Iteration 36Q: 3 clusters Score -3.440954e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 207036 members 
Entering Unmasked Estep 
Score: -34409432.000000 Penalty: 6168.599121
	Iteration 37Q: 3 clusters Score -3.440943e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 207300 members 
Entering Unmasked Estep 
Score: -34409540.000000 Penalty: 6168.599121
	Iteration 38Q: 3 clusters Score -3.440954e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 207519 members 
Entering Unmasked Estep 
Score: -34409556.000000 Penalty: 6168.599121
	Iteration 39Q: 3 clusters Score -3.440956e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 207741 members 
Entering Unmasked Estep 
Score: -34409516.000000 Penalty: 6168.599121
	Iteration 40F: 3 clusters Score -3.440952e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 207882 members 
Entering Unmasked Estep 
Score: -34409484.000000 Penalty: 6168.599121
	Iteration 41Q: 3 clusters Score -3.440948e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -34409436.000000 Penalty: 6168.599121
	Iteration 42Q: 3 clusters Score -3.440944e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 208085 members 
Entering Unmasked Estep 
Score: -34409460.000000 Penalty: 6168.599121
	Iteration 43Q: 3 clusters Score -3.440946e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 208123 members 
Entering Unmasked Estep 
Score: -34409572.000000 Penalty: 6168.599121
	Iteration 44Q: 3 clusters Score -3.440957e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 208188 members 
Entering Unmasked Estep 
Score: -34409688.000000 Penalty: 6168.599121
	Iteration 45Q: 3 clusters Score -3.440969e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 208261 members 
Entering Unmasked Estep 
Score: -34409628.000000 Penalty: 6168.599121
	Iteration 46Q: 3 clusters Score -3.440963e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 208357 members 
Entering Unmasked Estep 
Score: -34409724.000000 Penalty: 6168.599121
	Iteration 47Q: 3 clusters Score -3.440972e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 208458 members 
Entering Unmasked Estep 
Score: -34409736.000000 Penalty: 6168.599121
	Iteration 48Q: 3 clusters Score -3.440974e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 208581 members 
Entering Unmasked Estep 
Score: -34409752.000000 Penalty: 6168.599121
	Iteration 49Q: 3 clusters Score -3.440975e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 208696 members 
Entering Unmasked Estep 
Score: -34409772.000000 Penalty: 6168.599121
	Iteration 50Q: 3 clusters Score -3.440977e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 208799 members 
Entering Unmasked Estep 
Score: -34409852.000000 Penalty: 6168.599121
	Iteration 51Q: 3 clusters Score -3.440985e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 208852 members 
Entering Unmasked Estep 
Score: -34409856.000000 Penalty: 6168.599121
	Iteration 52Q: 3 clusters Score -3.440986e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 208904 members 
Entering Unmasked Estep 
Score: -34409912.000000 Penalty: 6168.599121
	Iteration 53Q: 3 clusters Score -3.440991e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 208975 members 
Entering Unmasked Estep 
Score: -34409964.000000 Penalty: 6168.599121
	Iteration 54Q: 3 clusters Score -3.440996e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 209041 members 
Entering Unmasked Estep 
Score: -34410052.000000 Penalty: 6168.599121
	Iteration 55Q: 3 clusters Score -3.441005e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -34410080.000000 Penalty: 6168.599121
	Iteration 56Q: 3 clusters Score -3.441008e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 209084 members 
Entering Unmasked Estep 
Score: -34410072.000000 Penalty: 6168.599121
	Iteration 57Q: 3 clusters Score -3.441007e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 209023 members 
Entering Unmasked Estep 
Score: -34410080.000000 Penalty: 6168.599121
	Iteration 58Q: 3 clusters Score -3.441008e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 208944 members 
Entering Unmasked Estep 
Score: -34410060.000000 Penalty: 6168.599121
	Iteration 59Q: 3 clusters Score -3.441006e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 208880 members 
Entering Unmasked Estep 
Score: -34410060.000000 Penalty: 6168.599121
	Iteration 60F: 3 clusters Score -3.441006e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 208798 members 
Entering Unmasked Estep 
Score: -34410044.000000 Penalty: 6168.599121
	Iteration 61Q: 3 clusters Score -3.441004e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 208675 members 
Entering Unmasked Estep 
Score: -34410076.000000 Penalty: 6168.599121
	Iteration 62Q: 3 clusters Score -3.441008e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 208580 members 
Entering Unmasked Estep 
Score: -34410116.000000 Penalty: 6168.599121
	Iteration 63Q: 3 clusters Score -3.441012e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -34410056.000000 Penalty: 6168.599121
	Iteration 64Q: 3 clusters Score -3.441006e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 208464 members 
Entering Unmasked Estep 
Score: -34410024.000000 Penalty: 6168.599121
	Iteration 65Q: 3 clusters Score -3.441002e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 208425 members 
Entering Unmasked Estep 
Score: -34410092.000000 Penalty: 6168.599121
	Iteration 66Q: 3 clusters Score -3.441009e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -34410192.000000 Penalty: 6168.599121
	Iteration 67Q: 3 clusters Score -3.441019e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 208264 members 
Entering Unmasked Estep 
Score: -34410232.000000 Penalty: 6168.599121
	Iteration 68Q: 3 clusters Score -3.441023e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -34410336.000000 Penalty: 6168.599121
	Iteration 69Q: 3 clusters Score -3.441034e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -34410304.000000 Penalty: 6168.599121
	Iteration 70Q: 3 clusters Score -3.44103e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 208012 members 
Entering Unmasked Estep 
Score: -34410312.000000 Penalty: 6168.599121
	Iteration 71Q: 3 clusters Score -3.441031e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 207969 members 
Entering Unmasked Estep 
Score: -34410460.000000 Penalty: 6168.599121
	Iteration 72Q: 3 clusters Score -3.441046e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -34410620.000000 Penalty: 6168.599121
	Iteration 73Q: 3 clusters Score -3.441062e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 207952 members 
Entering Unmasked Estep 
Score: -34410660.000000 Penalty: 6168.599121
	Iteration 74Q: 3 clusters Score -3.441066e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 207933 members 
Entering Unmasked Estep 
Score: -34410684.000000 Penalty: 6168.599121
	Iteration 75Q: 3 clusters Score -3.441068e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 207854 members 
Entering Unmasked Estep 
Score: -34410644.000000 Penalty: 6168.599121
	Iteration 76Q: 3 clusters Score -3.441064e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 207781 members 
Entering Unmasked Estep 
Score: -34410748.000000 Penalty: 6168.599121
	Iteration 77Q: 3 clusters Score -3.441075e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 207721 members 
Entering Unmasked Estep 
Score: -34410788.000000 Penalty: 6168.599121
	Iteration 78Q: 3 clusters Score -3.441079e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -34410844.000000 Penalty: 6168.599121
	Iteration 79Q: 3 clusters Score -3.441084e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 207605 members 
Entering Unmasked Estep 
Score: -34410956.000000 Penalty: 6168.599121
	Iteration 80F: 3 clusters Score -3.441096e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 207525 members 
Entering Unmasked Estep 
Score: -34410972.000000 Penalty: 6168.599121
	Iteration 81Q: 3 clusters Score -3.441097e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 207409 members 
Entering Unmasked Estep 
Score: -34411016.000000 Penalty: 6168.599121
	Iteration 82Q: 3 clusters Score -3.441102e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 207276 members 
Entering Unmasked Estep 
Score: -34411180.000000 Penalty: 6168.599121
	Iteration 83Q: 3 clusters Score -3.441118e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 207163 members 
Entering Unmasked Estep 
Score: -34411160.000000 Penalty: 6168.599121
	Iteration 84Q: 3 clusters Score -3.441116e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 207029 members 
Entering Unmasked Estep 
Score: -34411188.000000 Penalty: 6168.599121
	Iteration 85Q: 3 clusters Score -3.441119e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 206945 members 
Entering Unmasked Estep 
Score: -34411344.000000 Penalty: 6168.599121
	Iteration 86Q: 3 clusters Score -3.441134e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 206847 members 
Entering Unmasked Estep 
Score: -34411376.000000 Penalty: 6168.599121
	Iteration 87Q: 3 clusters Score -3.441138e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 206731 members 
Entering Unmasked Estep 
Score: -34411424.000000 Penalty: 6168.599121
	Iteration 88Q: 3 clusters Score -3.441142e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 206606 members 
Entering Unmasked Estep 
Score: -34411432.000000 Penalty: 6168.599121
	Iteration 89Q: 3 clusters Score -3.441143e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -34411456.000000 Penalty: 6168.599121
	Iteration 90Q: 3 clusters Score -3.441146e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 206341 members 
Entering Unmasked Estep 
Score: -34411428.000000 Penalty: 6168.599121
	Iteration 91Q: 3 clusters Score -3.441143e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -34411384.000000 Penalty: 6168.599121
	Iteration 92Q: 3 clusters Score -3.441138e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 206044 members 
Entering Unmasked Estep 
Score: -34411376.000000 Penalty: 6168.599121
	Iteration 93Q: 3 clusters Score -3.441138e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -34411424.000000 Penalty: 6168.599121
	Iteration 94Q: 3 clusters Score -3.441142e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 205757 members 
Entering Unmasked Estep 
Score: -34411384.000000 Penalty: 6168.599121
	Iteration 95Q: 3 clusters Score -3.441138e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 205634 members 
Entering Unmasked Estep 
Score: -34411376.000000 Penalty: 6168.599121
	Iteration 96Q: 3 clusters Score -3.441138e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 205491 members 
Entering Unmasked Estep 
Score: -34411320.000000 Penalty: 6168.599121
	Iteration 97Q: 3 clusters Score -3.441132e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 205316 members 
Entering Unmasked Estep 
Score: -34411356.000000 Penalty: 6168.599121
	Iteration 98Q: 3 clusters Score -3.441136e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 205138 members 
Entering Unmasked Estep 
Score: -34411388.000000 Penalty: 6168.599121
	Iteration 99Q: 3 clusters Score -3.441139e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -34411376.000000 Penalty: 6168.599121
	Iteration 100F: 3 clusters Score -3.441138e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -34411424.000000 Penalty: 6168.599121
	Iteration 101Q: 3 clusters Score -3.441142e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 204710 members 
Entering Unmasked Estep 
Score: -34411404.000000 Penalty: 6168.599121
	Iteration 102Q: 3 clusters Score -3.44114e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 204555 members 
Entering Unmasked Estep 
Score: -34411348.000000 Penalty: 6168.599121
	Iteration 103Q: 3 clusters Score -3.441135e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 204399 members 
Entering Unmasked Estep 
Score: -34411336.000000 Penalty: 6168.599121
	Iteration 104Q: 3 clusters Score -3.441134e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 204239 members 
Entering Unmasked Estep 
Score: -34411356.000000 Penalty: 6168.599121
	Iteration 105Q: 3 clusters Score -3.441136e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -34411336.000000 Penalty: 6168.599121
	Iteration 106Q: 3 clusters Score -3.441134e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 203896 members 
Entering Unmasked Estep 
Score: -34411248.000000 Penalty: 6168.599121
	Iteration 107Q: 3 clusters Score -3.441125e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 203684 members 
Entering Unmasked Estep 
Score: -34411312.000000 Penalty: 6168.599121
	Iteration 108Q: 3 clusters Score -3.441131e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 203491 members 
Entering Unmasked Estep 
Score: -34411348.000000 Penalty: 6168.599121
	Iteration 109Q: 3 clusters Score -3.441135e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 203299 members 
Entering Unmasked Estep 
Score: -34411428.000000 Penalty: 6168.599121
	Iteration 110Q: 3 clusters Score -3.441143e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 203110 members 
Entering Unmasked Estep 
Score: -34411444.000000 Penalty: 6168.599121
	Iteration 111Q: 3 clusters Score -3.441144e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 202954 members 
Entering Unmasked Estep 
Score: -34411380.000000 Penalty: 6168.599121
	Iteration 112Q: 3 clusters Score -3.441138e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 202774 members 
Entering Unmasked Estep 
Score: -34411392.000000 Penalty: 6168.599121
	Iteration 113Q: 3 clusters Score -3.441139e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 202605 members 
Entering Unmasked Estep 
Score: -34411360.000000 Penalty: 6168.599121
	Iteration 114Q: 3 clusters Score -3.441136e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 202412 members 
Entering Unmasked Estep 
Score: -34411300.000000 Penalty: 6168.599121
	Iteration 115Q: 3 clusters Score -3.44113e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 202221 members 
Entering Unmasked Estep 
Score: -34411256.000000 Penalty: 6168.599121
	Iteration 116Q: 3 clusters Score -3.441126e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 202019 members 
Entering Unmasked Estep 
Score: -34411232.000000 Penalty: 6168.599121
	Iteration 117Q: 3 clusters Score -3.441123e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 201798 members 
Entering Unmasked Estep 
Score: -34411212.000000 Penalty: 6168.599121
	Iteration 118Q: 3 clusters Score -3.441121e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 201549 members 
Entering Unmasked Estep 
Score: -34411112.000000 Penalty: 6168.599121
	Iteration 119Q: 3 clusters Score -3.441111e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 201281 members 
Entering Unmasked Estep 
Score: -34411064.000000 Penalty: 6168.599121
	Iteration 120F: 3 clusters Score -3.441106e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 201056 members 
Entering Unmasked Estep 
Score: -34411016.000000 Penalty: 6168.599121
	Iteration 121Q: 3 clusters Score -3.441102e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -34411012.000000 Penalty: 6168.599121
	Iteration 122Q: 3 clusters Score -3.441101e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 200569 members 
Entering Unmasked Estep 
Score: -34410976.000000 Penalty: 6168.599121
	Iteration 123Q: 3 clusters Score -3.441098e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 200293 members 
Entering Unmasked Estep 
Score: -34411040.000000 Penalty: 6168.599121
	Iteration 124Q: 3 clusters Score -3.441104e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 199991 members 
Entering Unmasked Estep 
Score: -34410932.000000 Penalty: 6168.599121
	Iteration 125Q: 3 clusters Score -3.441093e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 199675 members 
Entering Unmasked Estep 
Score: -34411024.000000 Penalty: 6168.599121
	Iteration 126Q: 3 clusters Score -3.441102e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 199339 members 
Entering Unmasked Estep 
Score: -34410936.000000 Penalty: 6168.599121
	Iteration 127Q: 3 clusters Score -3.441094e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 198996 members 
Entering Unmasked Estep 
Score: -34410868.000000 Penalty: 6168.599121
	Iteration 128Q: 3 clusters Score -3.441087e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 198648 members 
Entering Unmasked Estep 
Score: -34410876.000000 Penalty: 6168.599121
	Iteration 129Q: 3 clusters Score -3.441088e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 198293 members 
Entering Unmasked Estep 
Score: -34410772.000000 Penalty: 6168.599121
	Iteration 130Q: 3 clusters Score -3.441077e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 197893 members 
Entering Unmasked Estep 
Score: -34410732.000000 Penalty: 6168.599121
	Iteration 131Q: 3 clusters Score -3.441073e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 197469 members 
Entering Unmasked Estep 
Score: -34410700.000000 Penalty: 6168.599121
	Iteration 132Q: 3 clusters Score -3.44107e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 197002 members 
Entering Unmasked Estep 
Score: -34410676.000000 Penalty: 6168.599121
	Iteration 133Q: 3 clusters Score -3.441068e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 196534 members 
Entering Unmasked Estep 
Score: -34410572.000000 Penalty: 6168.599121
	Iteration 134Q: 3 clusters Score -3.441057e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 196052 members 
Entering Unmasked Estep 
Score: -34410548.000000 Penalty: 6168.599121
	Iteration 135Q: 3 clusters Score -3.441055e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -34410516.000000 Penalty: 6168.599121
	Iteration 136Q: 3 clusters Score -3.441052e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -34410468.000000 Penalty: 6168.599121
	Iteration 137Q: 3 clusters Score -3.441047e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 194353 members 
Entering Unmasked Estep 
Score: -34410528.000000 Penalty: 6168.599121
	Iteration 138Q: 3 clusters Score -3.441053e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 193769 members 
Entering Unmasked Estep 
Score: -34410416.000000 Penalty: 6168.599121
	Iteration 139Q: 3 clusters Score -3.441042e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 193187 members 
Entering Unmasked Estep 
Score: -34410440.000000 Penalty: 6168.599121
	Iteration 140F: 3 clusters Score -3.441044e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 192582 members 
Entering Unmasked Estep 
Score: -34410568.000000 Penalty: 6168.599121
	Iteration 141Q: 3 clusters Score -3.441057e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 191979 members 
Entering Unmasked Estep 
Score: -34410556.000000 Penalty: 6168.599121
	Iteration 142Q: 3 clusters Score -3.441056e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 191365 members 
Entering Unmasked Estep 
Score: -34410676.000000 Penalty: 6168.599121
	Iteration 143Q: 3 clusters Score -3.441068e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -34410752.000000 Penalty: 6168.599121
	Iteration 144Q: 3 clusters Score -3.441075e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 189966 members 
Entering Unmasked Estep 
Score: -34410800.000000 Penalty: 6168.599121
	Iteration 145Q: 3 clusters Score -3.44108e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 189223 members 
Entering Unmasked Estep 
Score: -34410784.000000 Penalty: 6168.599121
	Iteration 146Q: 3 clusters Score -3.441078e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 188441 members 
Entering Unmasked Estep 
Score: -34410816.000000 Penalty: 6168.599121
	Iteration 147Q: 3 clusters Score -3.441082e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 187634 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.441086e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 186837 members 
Entering Unmasked Estep 
Score: -34410924.000000 Penalty: 6168.599121
	Iteration 149Q: 3 clusters Score -3.441092e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.441096e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 185126 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.441094e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 184170 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.44109e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.441104e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 182345 members 
Entering Unmasked Estep 
Score: -34411220.000000 Penalty: 6168.599121
	Iteration 154Q: 3 clusters Score -3.441122e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.441125e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.441127e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.441126e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.441118e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.441126e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 177032 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.441124e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.441128e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.44113e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 174567 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.441135e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.441153e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.441153e+07 nChanged 979
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.441156e+07 nChanged 915
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.441153e+07 nChanged 874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 170440 members 
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	Iteration 168Q: 3 clusters Score -3.441167e+07 nChanged 796
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.44116e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.44116e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.44115e+07 nChanged 760
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.441145e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 167356 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.441154e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.441168e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.441165e+07 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.441157e+07 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.441154e+07 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 164810 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.441149e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.441157e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -34411676.000000 Penalty: 6168.599121
	Iteration 180F: 3 clusters Score -3.441168e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.441169e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.44116e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89214 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.441162e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.44117e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.441172e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.441166e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.441168e+07 nChanged 448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 160762 members 
Entering Unmasked Estep 
Score: -34411644.000000 Penalty: 6168.599121
	Iteration 188Q: 3 clusters Score -3.441164e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3.441156e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 160107 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.441164e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3.441165e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.441164e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -34411632.000000 Penalty: 6168.599121
	Iteration 193Q: 3 clusters Score -3.441163e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 159027 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.441162e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3.441169e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -34411692.000000 Penalty: 6168.599121
	Iteration 196Q: 3 clusters Score -3.441169e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.44117e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3.441165e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3.441162e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -34411592.000000 Penalty: 6168.599121
	Iteration 200F: 3 clusters Score -3.441159e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3.441162e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3.441162e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3.441167e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3.441174e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3.441171e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -34411708.000000 Penalty: 6168.599121
	Iteration 206Q: 3 clusters Score -3.441171e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -34411648.000000 Penalty: 6168.599121
	Iteration 207Q: 3 clusters Score -3.441165e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3.441156e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3.441154e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3.441157e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3.441165e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -34411672.000000 Penalty: 6168.599121
	Iteration 212Q: 3 clusters Score -3.441167e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.441167e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3.441164e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -34411628.000000 Penalty: 6168.599121
	Iteration 215Q: 3 clusters Score -3.441163e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -34411632.000000 Penalty: 6168.599121
	Iteration 216Q: 3 clusters Score -3.441163e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3.441166e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3.441157e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 153673 members 
Entering Unmasked Estep 
Score: -34411556.000000 Penalty: 6168.599121
	Iteration 219Q: 3 clusters Score -3.441156e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -34411536.000000 Penalty: 6168.599121
	Iteration 220F: 3 clusters Score -3.441154e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3.441156e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -34411508.000000 Penalty: 6168.599121
	Iteration 222Q: 3 clusters Score -3.441151e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 153093 members 
Entering Unmasked Estep 
Score: -34411520.000000 Penalty: 6168.599121
	Iteration 223Q: 3 clusters Score -3.441152e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -34411576.000000 Penalty: 6168.599121
	Iteration 224Q: 3 clusters Score -3.441158e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -34411640.000000 Penalty: 6168.599121
	Iteration 225Q: 3 clusters Score -3.441164e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -34411588.000000 Penalty: 6168.599121
	Iteration 226Q: 3 clusters Score -3.441159e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -34411560.000000 Penalty: 6168.599121
	Iteration 227Q: 3 clusters Score -3.441156e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 152558 members 
Entering Unmasked Estep 
Score: -34411572.000000 Penalty: 6168.599121
	Iteration 228Q: 3 clusters Score -3.441157e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -34411588.000000 Penalty: 6168.599121
	Iteration 229Q: 3 clusters Score -3.441159e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -34411544.000000 Penalty: 6168.599121
	Iteration 230Q: 3 clusters Score -3.441154e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -34411552.000000 Penalty: 6168.599121
	Iteration 231Q: 3 clusters Score -3.441155e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -34411528.000000 Penalty: 6168.599121
	Iteration 232Q: 3 clusters Score -3.441153e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -34411580.000000 Penalty: 6168.599121
	Iteration 233Q: 3 clusters Score -3.441158e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -34411548.000000 Penalty: 6168.599121
	Iteration 234Q: 3 clusters Score -3.441155e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -34411528.000000 Penalty: 6168.599121
	Iteration 235Q: 3 clusters Score -3.441153e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -34411548.000000 Penalty: 6168.599121
	Iteration 236Q: 3 clusters Score -3.441155e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -34411492.000000 Penalty: 6168.599121
	Iteration 237Q: 3 clusters Score -3.441149e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 151829 members 
Entering Unmasked Estep 
Score: -34411476.000000 Penalty: 6168.599121
	Iteration 238Q: 3 clusters Score -3.441148e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -34411464.000000 Penalty: 6168.599121
	Iteration 239Q: 3 clusters Score -3.441146e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -34411460.000000 Penalty: 6168.599121
	Iteration 240F: 3 clusters Score -3.441146e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -34411452.000000 Penalty: 6168.599121
	Iteration 241Q: 3 clusters Score -3.441145e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 151487 members 
Entering Unmasked Estep 
Score: -34411456.000000 Penalty: 6168.599121
	Iteration 242Q: 3 clusters Score -3.441146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -34411444.000000 Penalty: 6168.599121
	Iteration 243Q: 3 clusters Score -3.441144e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -34411432.000000 Penalty: 6168.599121
	Iteration 244Q: 3 clusters Score -3.441143e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -34411504.000000 Penalty: 6168.599121
	Iteration 245Q: 3 clusters Score -3.44115e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -34411492.000000 Penalty: 6168.599121
	Iteration 246Q: 3 clusters Score -3.441149e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -34411544.000000 Penalty: 6168.599121
	Iteration 247Q: 3 clusters Score -3.441154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 151053 members 
Entering Unmasked Estep 
Score: -34411548.000000 Penalty: 6168.599121
	Iteration 248Q: 3 clusters Score -3.441155e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -34411528.000000 Penalty: 6168.599121
	Iteration 249Q: 3 clusters Score -3.441153e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -34411496.000000 Penalty: 6168.599121
	Iteration 250Q: 3 clusters Score -3.44115e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -34411544.000000 Penalty: 6168.599121
	Iteration 251Q: 3 clusters Score -3.441154e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -34411560.000000 Penalty: 6168.599121
	Iteration 252Q: 3 clusters Score -3.441156e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -34411588.000000 Penalty: 6168.599121
	Iteration 253Q: 3 clusters Score -3.441159e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -34411536.000000 Penalty: 6168.599121
	Iteration 254Q: 3 clusters Score -3.441154e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -34411580.000000 Penalty: 6168.599121
	Iteration 255Q: 3 clusters Score -3.441158e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -34411620.000000 Penalty: 6168.599121
	Iteration 256Q: 3 clusters Score -3.441162e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -34411612.000000 Penalty: 6168.599121
	Iteration 257Q: 3 clusters Score -3.441161e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -34411616.000000 Penalty: 6168.599121
	Iteration 258Q: 3 clusters Score -3.441162e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -34411604.000000 Penalty: 6168.599121
	Iteration 259Q: 3 clusters Score -3.44116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -34411572.000000 Penalty: 6168.599121
	Iteration 260F: 3 clusters Score -3.441157e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -34411612.000000 Penalty: 6168.599121
	Iteration 261Q: 3 clusters Score -3.441161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -34411628.000000 Penalty: 6168.599121
	Iteration 262Q: 3 clusters Score -3.441163e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -34411600.000000 Penalty: 6168.599121
	Iteration 263Q: 3 clusters Score -3.44116e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 150191 members 
Entering Unmasked Estep 
Score: -34411608.000000 Penalty: 6168.599121
	Iteration 264Q: 3 clusters Score -3.441161e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 150159 members 
Entering Unmasked Estep 
Score: -34411632.000000 Penalty: 6168.599121
	Iteration 265Q: 3 clusters Score -3.441163e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -34411648.000000 Penalty: 6168.599121
	Iteration 266Q: 3 clusters Score -3.441165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -34411644.000000 Penalty: 6168.599121
	Iteration 267Q: 3 clusters Score -3.441164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -34411644.000000 Penalty: 6168.599121
	Iteration 268Q: 3 clusters Score -3.441164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -34411660.000000 Penalty: 6168.599121
	Iteration 269Q: 3 clusters Score -3.441166e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -34411660.000000 Penalty: 6168.599121
	Iteration 270Q: 3 clusters Score -3.441166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -34411640.000000 Penalty: 6168.599121
	Iteration 271Q: 3 clusters Score -3.441164e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 149933 members 
Entering Unmasked Estep 
Score: -34411720.000000 Penalty: 6168.599121
	Iteration 272Q: 3 clusters Score -3.441172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -34411720.000000 Penalty: 6168.599121
	Iteration 273Q: 3 clusters Score -3.441172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -34411676.000000 Penalty: 6168.599121
	Iteration 274Q: 3 clusters Score -3.441168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -34411652.000000 Penalty: 6168.599121
	Iteration 275Q: 3 clusters Score -3.441165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -34411672.000000 Penalty: 6168.599121
	Iteration 276Q: 3 clusters Score -3.441167e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -34411688.000000 Penalty: 6168.599121
	Iteration 277Q: 3 clusters Score -3.441169e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -34411680.000000 Penalty: 6168.599121
	Iteration 278Q: 3 clusters Score -3.441168e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -34411640.000000 Penalty: 6168.599121
	Iteration 279Q: 3 clusters Score -3.441164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -34411640.000000 Penalty: 6168.599121
	Iteration 280F: 3 clusters Score -3.441164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -34411644.000000 Penalty: 6168.599121
	Iteration 281Q: 3 clusters Score -3.441164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -34411604.000000 Penalty: 6168.599121
	Iteration 282Q: 3 clusters Score -3.44116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -34411616.000000 Penalty: 6168.599121
	Iteration 283Q: 3 clusters Score -3.441162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -34411652.000000 Penalty: 6168.599121
	Iteration 284Q: 3 clusters Score -3.441165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -34411656.000000 Penalty: 6168.599121
	Iteration 285Q: 3 clusters Score -3.441166e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -34411668.000000 Penalty: 6168.599121
	Iteration 286Q: 3 clusters Score -3.441167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -34411660.000000 Penalty: 6168.599121
	Iteration 287Q: 3 clusters Score -3.441166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -34411672.000000 Penalty: 6168.599121
	Iteration 288Q: 3 clusters Score -3.441167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -34411668.000000 Penalty: 6168.599121
	Iteration 289Q: 3 clusters Score -3.441167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -34411684.000000 Penalty: 6168.599121
	Iteration 290Q: 3 clusters Score -3.441168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -34411692.000000 Penalty: 6168.599121
	Iteration 291Q: 3 clusters Score -3.441169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -34411712.000000 Penalty: 6168.599121
	Iteration 292Q: 3 clusters Score -3.441171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -34411720.000000 Penalty: 6168.599121
	Iteration 293Q: 3 clusters Score -3.441172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -34411724.000000 Penalty: 6168.599121
	Iteration 294Q: 3 clusters Score -3.441172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -34411732.000000 Penalty: 6168.599121
	Iteration 295Q: 3 clusters Score -3.441173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -34411768.000000 Penalty: 6168.599121
	Iteration 296Q: 3 clusters Score -3.441177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -34411760.000000 Penalty: 6168.599121
	Iteration 297Q: 3 clusters Score -3.441176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411748.000000 Penalty: 6168.599121
	Iteration 298Q: 3 clusters Score -3.441175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -34411768.000000 Penalty: 6168.599121
	Iteration 299Q: 3 clusters Score -3.441177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -34411788.000000 Penalty: 6168.599121
	Iteration 300F: 3 clusters Score -3.441179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102193 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -34411816.000000 Penalty: 6168.599121
	Iteration 301Q: 3 clusters Score -3.441182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102193 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -34411816.000000 Penalty: 6168.599121
	Iteration 302Q: 3 clusters Score -3.441182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -34411856.000000 Penalty: 6168.599121
	Iteration 303Q: 3 clusters Score -3.441186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -34411856.000000 Penalty: 6168.599121
	Iteration 304Q: 3 clusters Score -3.441186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 149673 members 
Entering Unmasked Estep 
Score: -34411824.000000 Penalty: 6168.599121
	Iteration 305Q: 3 clusters Score -3.441182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -34411828.000000 Penalty: 6168.599121
	Iteration 306Q: 3 clusters Score -3.441183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 149692 members 
Entering Unmasked Estep 
Score: -34411828.000000 Penalty: 6168.599121
	Iteration 307Q: 3 clusters Score -3.441183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -34411844.000000 Penalty: 6168.599121
	Iteration 308Q: 3 clusters Score -3.441184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -34411836.000000 Penalty: 6168.599121
	Iteration 309Q: 3 clusters Score -3.441184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411860.000000 Penalty: 6168.599121
	Iteration 310Q: 3 clusters Score -3.441186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -34411836.000000 Penalty: 6168.599121
	Iteration 311Q: 3 clusters Score -3.441184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -34411836.000000 Penalty: 6168.599121
	Iteration 312Q: 3 clusters Score -3.441184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -34411840.000000 Penalty: 6168.599121
	Iteration 313Q: 3 clusters Score -3.441184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -34411832.000000 Penalty: 6168.599121
	Iteration 314Q: 3 clusters Score -3.441183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -34411840.000000 Penalty: 6168.599121
	Iteration 315Q: 3 clusters Score -3.441184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -34411856.000000 Penalty: 6168.599121
	Iteration 316Q: 3 clusters Score -3.441186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -34411860.000000 Penalty: 6168.599121
	Iteration 317Q: 3 clusters Score -3.441186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 149703 members 
Entering Unmasked Estep 
Score: -34411876.000000 Penalty: 6168.599121
	Iteration 318Q: 3 clusters Score -3.441188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 149703 members 
Entering Unmasked Estep 
Score: -34411884.000000 Penalty: 6168.599121
	Iteration 319Q: 3 clusters Score -3.441188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -34411900.000000 Penalty: 6168.599121
	Iteration 320F: 3 clusters Score -3.44119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -34411888.000000 Penalty: 6168.599121
	Iteration 321Q: 3 clusters Score -3.441189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -34411892.000000 Penalty: 6168.599121
	Iteration 322Q: 3 clusters Score -3.441189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -34411868.000000 Penalty: 6168.599121
	Iteration 323Q: 3 clusters Score -3.441187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -34411892.000000 Penalty: 6168.599121
	Iteration 324Q: 3 clusters Score -3.441189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 149717 members 
Entering Unmasked Estep 
Score: -34411872.000000 Penalty: 6168.599121
	Iteration 325Q: 3 clusters Score -3.441187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -34411872.000000 Penalty: 6168.599121
	Iteration 326Q: 3 clusters Score -3.441187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 149715 members 
Entering Unmasked Estep 
Score: -34411872.000000 Penalty: 6168.599121
	Iteration 327Q: 3 clusters Score -3.441187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -34411880.000000 Penalty: 6168.599121
	Iteration 328Q: 3 clusters Score -3.441188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -34411868.000000 Penalty: 6168.599121
	Iteration 329Q: 3 clusters Score -3.441187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 149727 members 
Entering Unmasked Estep 
Score: -34411852.000000 Penalty: 6168.599121
	Iteration 330Q: 3 clusters Score -3.441185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 149725 members 
Entering Unmasked Estep 
Score: -34411844.000000 Penalty: 6168.599121
	Iteration 331Q: 3 clusters Score -3.441184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -34411868.000000 Penalty: 6168.599121
	Iteration 332Q: 3 clusters Score -3.441187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -34411852.000000 Penalty: 6168.599121
	Iteration 333Q: 3 clusters Score -3.441185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
Score: -34411880.000000 Penalty: 6168.599121
	Iteration 334Q: 3 clusters Score -3.441188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -34411868.000000 Penalty: 6168.599121
	Iteration 335Q: 3 clusters Score -3.441187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 149724 members 
Entering Unmasked Estep 
Score: -34411848.000000 Penalty: 6168.599121
	Iteration 336Q: 3 clusters Score -3.441185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -34411872.000000 Penalty: 6168.599121
	Iteration 337Q: 3 clusters Score -3.441187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -34411892.000000 Penalty: 6168.599121
	Iteration 338Q: 3 clusters Score -3.441189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -34411876.000000 Penalty: 6168.599121
	Iteration 339Q: 3 clusters Score -3.441188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 149708 members 
Entering Unmasked Estep 
Score: -34411864.000000 Penalty: 6168.599121
	Iteration 340F: 3 clusters Score -3.441186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -34411880.000000 Penalty: 6168.599121
	Iteration 341Q: 3 clusters Score -3.441188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -34411888.000000 Penalty: 6168.599121
	Iteration 342Q: 3 clusters Score -3.441189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -34411880.000000 Penalty: 6168.599121
	Iteration 343Q: 3 clusters Score -3.441188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -34411900.000000 Penalty: 6168.599121
	Iteration 344Q: 3 clusters Score -3.44119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -34411908.000000 Penalty: 6168.599121
	Iteration 345Q: 3 clusters Score -3.441191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
Score: -34411904.000000 Penalty: 6168.599121
	Iteration 346Q: 3 clusters Score -3.44119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -34411888.000000 Penalty: 6168.599121
	Iteration 347Q: 3 clusters Score -3.441189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -34411876.000000 Penalty: 6168.599121
	Iteration 348Q: 3 clusters Score -3.441188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 149692 members 
Entering Unmasked Estep 
Score: -34411920.000000 Penalty: 6168.599121
	Iteration 349Q: 3 clusters Score -3.441192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 149692 members 
Entering Unmasked Estep 
Score: -34411904.000000 Penalty: 6168.599121
	Iteration 350Q: 3 clusters Score -3.44119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -34411920.000000 Penalty: 6168.599121
	Iteration 351Q: 3 clusters Score -3.441192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -34411924.000000 Penalty: 6168.599121
	Iteration 352Q: 3 clusters Score -3.441192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -34411912.000000 Penalty: 6168.599121
	Iteration 353Q: 3 clusters Score -3.441191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -34411908.000000 Penalty: 6168.599121
	Iteration 354Q: 3 clusters Score -3.441191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -34411908.000000 Penalty: 6168.599121
	Iteration 355Q: 3 clusters Score -3.441191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -34411932.000000 Penalty: 6168.599121
	Iteration 356Q: 3 clusters Score -3.441193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 357Q: 3 clusters Score -3.441194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 358Q: 3 clusters Score -3.441194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 359Q: 3 clusters Score -3.441194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -34411940.000000 Penalty: 6168.599121
	Iteration 360F: 3 clusters Score -3.441194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -34411936.000000 Penalty: 6168.599121
	Iteration 361Q: 3 clusters Score -3.441194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -34411932.000000 Penalty: 6168.599121
	Iteration 362Q: 3 clusters Score -3.441193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -34411932.000000 Penalty: 6168.599121
	Iteration 363Q: 3 clusters Score -3.441193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -34411940.000000 Penalty: 6168.599121
	Iteration 364Q: 3 clusters Score -3.441194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -34411924.000000 Penalty: 6168.599121
	Iteration 365Q: 3 clusters Score -3.441192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -34411928.000000 Penalty: 6168.599121
	Iteration 366Q: 3 clusters Score -3.441193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 367Q: 3 clusters Score -3.441194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -34411960.000000 Penalty: 6168.599121
	Iteration 368Q: 3 clusters Score -3.441196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -34411960.000000 Penalty: 6168.599121
	Iteration 369Q: 3 clusters Score -3.441196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 370Q: 3 clusters Score -3.441194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -34411936.000000 Penalty: 6168.599121
	Iteration 371Q: 3 clusters Score -3.441194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -34411940.000000 Penalty: 6168.599121
	Iteration 372Q: 3 clusters Score -3.441194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 149676 members 
Entering Unmasked Estep 
Score: -34411932.000000 Penalty: 6168.599121
	Iteration 373Q: 3 clusters Score -3.441193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -34411948.000000 Penalty: 6168.599121
	Iteration 374Q: 3 clusters Score -3.441195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -34411964.000000 Penalty: 6168.599121
	Iteration 375Q: 3 clusters Score -3.441196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -34411972.000000 Penalty: 6168.599121
	Iteration 376Q: 3 clusters Score -3.441197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411956.000000 Penalty: 6168.599121
	Iteration 377Q: 3 clusters Score -3.441196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -34411964.000000 Penalty: 6168.599121
	Iteration 378Q: 3 clusters Score -3.441196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -34411952.000000 Penalty: 6168.599121
	Iteration 379Q: 3 clusters Score -3.441195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -34411960.000000 Penalty: 6168.599121
	Iteration 380F: 3 clusters Score -3.441196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -34411944.000000 Penalty: 6168.599121
	Iteration 381Q: 3 clusters Score -3.441194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -34411960.000000 Penalty: 6168.599121
	Iteration 382Q: 3 clusters Score -3.441196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -34411972.000000 Penalty: 6168.599121
	Iteration 383Q: 3 clusters Score -3.441197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411956.000000 Penalty: 6168.599121
	Iteration 384Q: 3 clusters Score -3.441196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -34411956.000000 Penalty: 6168.599121
	Iteration 385F: 3 clusters Score -3.441196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68317.367188 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68317.37 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68609.828125 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68609.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68690.359375 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -68690.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68794.218750 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68794.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68890.226562 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68890.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68965.937500 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68965.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69039.468750 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -69039.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69122.640625 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -69122.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69216.867188 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -69216.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69431.679688 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -69431.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69451.648438 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -69451.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69464.125000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -69464.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69480.625000 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -69480.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69486.398438 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -69486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69487.937500 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -69487.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69487.937500 Penalty: 3151.767578
	Iteration 15F: 3 clusters Score -69487.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -744303.562500 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -744303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -739508.937500 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -739508.9 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -740650.687500 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -740650.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -740861.812500 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -740861.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -741015.125000 Penalty: 4280.738770
	Iteration 3Q: 3 clusters Score -741015.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -741132.250000 Penalty: 4280.738770
	Iteration 4Q: 3 clusters Score -741132.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -741225.437500 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -741225.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -741300.750000 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -741300.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -741384.437500 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -741384.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -741488.312500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -741488.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -741585.375000 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -741585.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -741703.062500 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -741703.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -741835.687500 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -741835.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -741965.687500 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -741965.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -742103.437500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -742103.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -742249.312500 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -742249.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -742385.437500 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -742385.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -742481.062500 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -742481.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -742559.125000 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -742559.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -742638.062500 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -742638.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -742706.625000 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -742706.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -742762.000000 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -742762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -742803.937500 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -742803.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -742840.562500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -742840.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -742877.062500 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -742877.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -742917.187500 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -742917.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -742965.437500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -742965.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -743031.687500 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -743031.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -743082.312500 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -743082.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -743120.000000 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -743120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -743151.562500 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -743151.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -743175.062500 Penalty: 4280.738770
	Iteration 30Q: 3 clusters Score -743175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -743183.500000 Penalty: 4280.738770
	Iteration 31Q: 3 clusters Score -743183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -743189.687500 Penalty: 4280.738770
	Iteration 32Q: 3 clusters Score -743189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -743193.250000 Penalty: 4280.738770
	Iteration 33Q: 3 clusters Score -743193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -743196.062500 Penalty: 4280.738770
	Iteration 34Q: 3 clusters Score -743196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -743198.250000 Penalty: 4280.738770
	Iteration 35Q: 3 clusters Score -743198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -743198.187500 Penalty: 4280.738770
	Iteration 36Q: 3 clusters Score -743198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -743199.125000 Penalty: 4280.738770
	Iteration 37Q: 3 clusters Score -743199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -743199.125000 Penalty: 4280.738770
	Iteration 38F: 3 clusters Score -743199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185251.531250 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182992.484375 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -182992.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183544.500000 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183544.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183820.078125 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183820.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184016.281250 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -184016.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184226.656250 Penalty: 3645.537354
	Iteration 4F: 3 clusters Score -184226.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184346.125000 Penalty: 3645.537354
	Iteration 5F: 3 clusters Score -184346.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -184442.515625 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184442.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184513.296875 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184513.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -184574.953125 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184608.546875 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184608.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -184624.546875 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184624.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -184633.453125 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -184636.046875 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -184640.968750 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -184647.796875 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -184652.281250 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -184661.593750 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -184665.718750 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -184667.625000 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -184669.812500 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -184672.390625 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -184673.828125 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -184673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -184677.640625 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -184677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -184677.640625 Penalty: 3645.537354
	Iteration 23F: 3 clusters Score -184677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -957321.000000 Penalty: 2196.698975
	Iteration 0F: 2 clusters Score -957321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -951503.125000 Penalty: 4393.397949
	Iteration 0F: 3 clusters Score -951503.1 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -953103.562500 Penalty: 4393.397949
	Iteration 1F: 3 clusters Score -953103.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -953350.062500 Penalty: 4393.397949
	Iteration 2F: 3 clusters Score -953350.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -953494.125000 Penalty: 4393.397949
	Iteration 3Q: 3 clusters Score -953494.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -953597.687500 Penalty: 4393.397949
	Iteration 4Q: 3 clusters Score -953597.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -953694.812500 Penalty: 4393.397949
	Iteration 5Q: 3 clusters Score -953694.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -953767.687500 Penalty: 4393.397949
	Iteration 6Q: 3 clusters Score -953767.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -953841.625000 Penalty: 4393.397949
	Iteration 7Q: 3 clusters Score -953841.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -953910.062500 Penalty: 4393.397949
	Iteration 8Q: 3 clusters Score -953910.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -953982.812500 Penalty: 4393.397949
	Iteration 9Q: 3 clusters Score -953982.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -954045.062500 Penalty: 4393.397949
	Iteration 10Q: 3 clusters Score -954045.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -954105.500000 Penalty: 4393.397949
	Iteration 11Q: 3 clusters Score -954105.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -954160.750000 Penalty: 4393.397949
	Iteration 12Q: 3 clusters Score -954160.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -954211.500000 Penalty: 4393.397949
	Iteration 13Q: 3 clusters Score -954211.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -954262.562500 Penalty: 4393.397949
	Iteration 14Q: 3 clusters Score -954262.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -954318.437500 Penalty: 4393.397949
	Iteration 15Q: 3 clusters Score -954318.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -954371.750000 Penalty: 4393.397949
	Iteration 16Q: 3 clusters Score -954371.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -954417.812500 Penalty: 4393.397949
	Iteration 17Q: 3 clusters Score -954417.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -954466.437500 Penalty: 4393.397949
	Iteration 18Q: 3 clusters Score -954466.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -954514.125000 Penalty: 4393.397949
	Iteration 19Q: 3 clusters Score -954514.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -954559.875000 Penalty: 4393.397949
	Iteration 20F: 3 clusters Score -954559.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -954599.750000 Penalty: 4393.397949
	Iteration 21Q: 3 clusters Score -954599.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -954640.062500 Penalty: 4393.397949
	Iteration 22Q: 3 clusters Score -954640.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -954684.125000 Penalty: 4393.397949
	Iteration 23Q: 3 clusters Score -954684.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -954730.062500 Penalty: 4393.397949
	Iteration 24Q: 3 clusters Score -954730.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -954774.437500 Penalty: 4393.397949
	Iteration 25Q: 3 clusters Score -954774.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -954823.187500 Penalty: 4393.397949
	Iteration 26Q: 3 clusters Score -954823.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -954873.875000 Penalty: 4393.397949
	Iteration 27Q: 3 clusters Score -954873.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -954923.500000 Penalty: 4393.397949
	Iteration 28Q: 3 clusters Score -954923.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -954973.687500 Penalty: 4393.397949
	Iteration 29Q: 3 clusters Score -954973.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -955024.687500 Penalty: 4393.397949
	Iteration 30Q: 3 clusters Score -955024.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -955066.812500 Penalty: 4393.397949
	Iteration 31Q: 3 clusters Score -955066.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -955107.125000 Penalty: 4393.397949
	Iteration 32Q: 3 clusters Score -955107.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -955144.375000 Penalty: 4393.397949
	Iteration 33Q: 3 clusters Score -955144.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -955169.562500 Penalty: 4393.397949
	Iteration 34Q: 3 clusters Score -955169.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -955196.750000 Penalty: 4393.397949
	Iteration 35Q: 3 clusters Score -955196.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -955223.437500 Penalty: 4393.397949
	Iteration 36Q: 3 clusters Score -955223.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -955246.812500 Penalty: 4393.397949
	Iteration 37Q: 3 clusters Score -955246.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -955265.125000 Penalty: 4393.397949
	Iteration 38Q: 3 clusters Score -955265.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -955284.937500 Penalty: 4393.397949
	Iteration 39Q: 3 clusters Score -955284.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -955302.812500 Penalty: 4393.397949
	Iteration 40F: 3 clusters Score -955302.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -955319.687500 Penalty: 4393.397949
	Iteration 41Q: 3 clusters Score -955319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -955337.375000 Penalty: 4393.397949
	Iteration 42Q: 3 clusters Score -955337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -955348.312500 Penalty: 4393.397949
	Iteration 43Q: 3 clusters Score -955348.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -955359.312500 Penalty: 4393.397949
	Iteration 44Q: 3 clusters Score -955359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -955369.062500 Penalty: 4393.397949
	Iteration 45Q: 3 clusters Score -955369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -955374.875000 Penalty: 4393.397949
	Iteration 46Q: 3 clusters Score -955374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -955381.187500 Penalty: 4393.397949
	Iteration 47Q: 3 clusters Score -955381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -955384.875000 Penalty: 4393.397949
	Iteration 48Q: 3 clusters Score -955384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -955393.375000 Penalty: 4393.397949
	Iteration 49Q: 3 clusters Score -955393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -955401.500000 Penalty: 4393.397949
	Iteration 50Q: 3 clusters Score -955401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -955405.000000 Penalty: 4393.397949
	Iteration 51Q: 3 clusters Score -955405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -955407.375000 Penalty: 4393.397949
	Iteration 52Q: 3 clusters Score -955407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -955407.375000 Penalty: 4393.397949
	Iteration 53F: 3 clusters Score -955407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141619 members 
Mstep: Class 8 contains 24177 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133471 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251876 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137184.000000 Penalty: 96006.398438
Iteration 159Q: 29 clusters Score -1.341372e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141619 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133474 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251873 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 96006.398438
Iteration 160F: 29 clusters Score -1.341372e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141620 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58470 members 
Mstep: Class 15 contains 133479 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251867 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137240.000000 Penalty: 96006.398438
Iteration 161Q: 29 clusters Score -1.341372e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141621 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58471 members 
Mstep: Class 15 contains 133481 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251863 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137200.000000 Penalty: 96006.398438
Iteration 162Q: 29 clusters Score -1.341372e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141621 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58472 members 
Mstep: Class 15 contains 133483 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251860 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137240.000000 Penalty: 96006.398438
Iteration 163Q: 29 clusters Score -1.341372e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141622 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58472 members 
Mstep: Class 15 contains 133487 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251855 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 164Q: 29 clusters Score -1.341372e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141622 members 
Mstep: Class 8 contains 24180 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58472 members 
Mstep: Class 15 contains 133495 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251845 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 165Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141621 members 
Mstep: Class 8 contains 24181 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58472 members 
Mstep: Class 15 contains 133501 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251838 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 96006.398438
Iteration 166Q: 29 clusters Score -1.341372e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141623 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58473 members 
Mstep: Class 15 contains 133501 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36404 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251833 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137216.000000 Penalty: 96006.398438
Iteration 167Q: 29 clusters Score -1.341372e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141623 members 
Mstep: Class 8 contains 24186 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58474 members 
Mstep: Class 15 contains 133504 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36403 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251828 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137256.000000 Penalty: 96006.398438
Iteration 168Q: 29 clusters Score -1.341373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141622 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58474 members 
Mstep: Class 15 contains 133508 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36401 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251825 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 169Q: 29 clusters Score -1.341373e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141621 members 
Mstep: Class 8 contains 24192 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58474 members 
Mstep: Class 15 contains 133514 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36400 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251816 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 170Q: 29 clusters Score -1.341373e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141623 members 
Mstep: Class 8 contains 24196 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58475 members 
Mstep: Class 15 contains 133514 members 
Mstep: Class 16 contains 13678 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36400 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251810 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 171Q: 29 clusters Score -1.341373e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141622 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58476 members 
Mstep: Class 15 contains 133515 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36397 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251807 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 172Q: 29 clusters Score -1.341373e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141623 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58477 members 
Mstep: Class 15 contains 133516 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36395 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251805 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 173Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141626 members 
Mstep: Class 8 contains 24201 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58477 members 
Mstep: Class 15 contains 133519 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36394 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251795 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 96006.398438
Iteration 174Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141627 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58478 members 
Mstep: Class 15 contains 133522 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36390 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251792 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 96006.398438
Iteration 175Q: 29 clusters Score -1.341373e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141630 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58480 members 
Mstep: Class 15 contains 133525 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36387 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251787 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 96006.398438
Iteration 176Q: 29 clusters Score -1.341373e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141634 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58482 members 
Mstep: Class 15 contains 133524 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93523 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36381 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251789 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 96006.398438
Iteration 177Q: 29 clusters Score -1.341373e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141640 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58484 members 
Mstep: Class 15 contains 133525 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36377 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251785 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 178Q: 29 clusters Score -1.341373e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141644 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58485 members 
Mstep: Class 15 contains 133528 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93522 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36373 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251780 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 179Q: 29 clusters Score -1.341373e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141645 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58487 members 
Mstep: Class 15 contains 133531 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36371 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251777 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 180F: 29 clusters Score -1.341373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141646 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58489 members 
Mstep: Class 15 contains 133534 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36370 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251774 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 181Q: 29 clusters Score -1.341373e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141646 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133538 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36370 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251769 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137272.000000 Penalty: 96006.398438
Iteration 182Q: 29 clusters Score -1.341373e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141647 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133541 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36370 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251764 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137272.000000 Penalty: 96006.398438
Iteration 183Q: 29 clusters Score -1.341373e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141647 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133543 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36369 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251763 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 184Q: 29 clusters Score -1.341373e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141646 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133544 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251764 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 96006.398438
Iteration 185Q: 29 clusters Score -1.341373e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141646 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133546 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251761 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 96006.398438
Iteration 186Q: 29 clusters Score -1.341373e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141647 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133550 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251757 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 187Q: 29 clusters Score -1.341373e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141647 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58490 members 
Mstep: Class 15 contains 133554 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251753 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 188Q: 29 clusters Score -1.341373e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141647 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58491 members 
Mstep: Class 15 contains 133556 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251750 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 189Q: 29 clusters Score -1.341373e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141648 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58492 members 
Mstep: Class 15 contains 133558 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36366 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251746 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 190Q: 29 clusters Score -1.341373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141649 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58495 members 
Mstep: Class 15 contains 133559 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36365 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251741 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137336.000000 Penalty: 96006.398438
Iteration 191Q: 29 clusters Score -1.341373e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141650 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133557 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251741 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 192Q: 29 clusters Score -1.341373e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141651 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133559 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251738 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137336.000000 Penalty: 96006.398438
Iteration 193Q: 29 clusters Score -1.341373e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141653 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133565 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251731 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 194Q: 29 clusters Score -1.341373e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141659 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106812 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133570 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251723 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137296.000000 Penalty: 96006.398438
Iteration 195Q: 29 clusters Score -1.341373e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141659 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106812 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58502 members 
Mstep: Class 15 contains 133570 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251720 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137312.000000 Penalty: 96006.398438
Iteration 196Q: 29 clusters Score -1.341373e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141660 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106812 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58503 members 
Mstep: Class 15 contains 133575 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251713 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137336.000000 Penalty: 96006.398438
Iteration 197Q: 29 clusters Score -1.341373e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141663 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58502 members 
Mstep: Class 15 contains 133583 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251703 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 198Q: 29 clusters Score -1.341374e+08 nChanged 14
Entering ConstructFrom: 
Score: -134137368.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162300.171875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162300.2 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 627 members 
Entering Unmasked Estep 
Score: -160218.328125 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160218.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161025.328125 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -161025.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161992.859375 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161992.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162614.265625 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -162614.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -162743.343750 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -162743.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162824.546875 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -162824.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -162892.093750 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -162892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -162925.656250 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -162925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -162945.187500 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -162945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -162965.093750 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -162965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -162983.312500 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -162983.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163005.656250 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163005.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -163018.640625 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -163031.390625 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -163040.968750 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -163049.468750 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -163050.437500 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -163050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -163050.437500 Penalty: 3568.068359
	Iteration 17F: 3 clusters Score -163050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141664 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133589 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36362 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251698 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 359 members 
Entering Unmasked Estep 
Score: -134136344.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134137368.000000 to -134136344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Entering Unmasked Estep 
Score: -2408704.500000 Penalty: 2422.807373
	Iteration 0F: 2 clusters Score -2408704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2396337.500000 Penalty: 4845.614746
	Iteration 0F: 3 clusters Score -2396338 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2400725.000000 Penalty: 4845.614746
	Iteration 1F: 3 clusters Score -2400725 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2401488.000000 Penalty: 4845.614746
	Iteration 2F: 3 clusters Score -2401488 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2402397.000000 Penalty: 4845.614746
	Iteration 3F: 3 clusters Score -2402397 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2403360.750000 Penalty: 4845.614746
	Iteration 4F: 3 clusters Score -2403361 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2404291.250000 Penalty: 4845.614746
	Iteration 5F: 3 clusters Score -2404291 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2405066.750000 Penalty: 4845.614746
	Iteration 6F: 3 clusters Score -2405067 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2405683.250000 Penalty: 4845.614746
	Iteration 7Q: 3 clusters Score -2405683 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2406200.750000 Penalty: 4845.614746
	Iteration 8Q: 3 clusters Score -2406201 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2406629.500000 Penalty: 4845.614746
	Iteration 9Q: 3 clusters Score -2406630 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2406907.750000 Penalty: 4845.614746
	Iteration 10Q: 3 clusters Score -2406908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2407074.500000 Penalty: 4845.614746
	Iteration 11Q: 3 clusters Score -2407074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2407178.000000 Penalty: 4845.614746
	Iteration 12Q: 3 clusters Score -2407178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2407243.750000 Penalty: 4845.614746
	Iteration 13Q: 3 clusters Score -2407244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2407278.500000 Penalty: 4845.614746
	Iteration 14Q: 3 clusters Score -2407278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2407310.000000 Penalty: 4845.614746
	Iteration 15Q: 3 clusters Score -2407310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2407343.000000 Penalty: 4845.614746
	Iteration 16Q: 3 clusters Score -2407343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2407366.250000 Penalty: 4845.614746
	Iteration 17Q: 3 clusters Score -2407366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2407393.500000 Penalty: 4845.614746
	Iteration 18Q: 3 clusters Score -2407394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2407420.000000 Penalty: 4845.614746
	Iteration 19Q: 3 clusters Score -2407420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2407449.250000 Penalty: 4845.614746
	Iteration 20F: 3 clusters Score -2407449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2407476.000000 Penalty: 4845.614746
	Iteration 21Q: 3 clusters Score -2407476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2407502.250000 Penalty: 4845.614746
	Iteration 22Q: 3 clusters Score -2407502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2407507.500000 Penalty: 4845.614746
	Iteration 23Q: 3 clusters Score -2407508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2407516.250000 Penalty: 4845.614746
	Iteration 24Q: 3 clusters Score -2407516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2407516.250000 Penalty: 4845.614746
	Iteration 25Q: 3 clusters Score -2407516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2407534.250000 Penalty: 4845.614746
	Iteration 26Q: 3 clusters Score -2407534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2407530.500000 Penalty: 4845.614746
	Iteration 27Q: 3 clusters Score -2407530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2407538.250000 Penalty: 4845.614746
	Iteration 28Q: 3 clusters Score -2407538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2407536.000000 Penalty: 4845.614746
	Iteration 29Q: 3 clusters Score -2407536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2407541.250000 Penalty: 4845.614746
	Iteration 30Q: 3 clusters Score -2407541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2407543.000000 Penalty: 4845.614746
	Iteration 31Q: 3 clusters Score -2407543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2407544.000000 Penalty: 4845.614746
	Iteration 32Q: 3 clusters Score -2407544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2407543.750000 Penalty: 4845.614746
	Iteration 33Q: 3 clusters Score -2407544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2407549.500000 Penalty: 4845.614746
	Iteration 34Q: 3 clusters Score -2407550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2407551.000000 Penalty: 4845.614746
	Iteration 35Q: 3 clusters Score -2407551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2407552.500000 Penalty: 4845.614746
	Iteration 36Q: 3 clusters Score -2407552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2407553.000000 Penalty: 4845.614746
	Iteration 37Q: 3 clusters Score -2407553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2407549.500000 Penalty: 4845.614746
	Iteration 38Q: 3 clusters Score -2407550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2407548.750000 Penalty: 4845.614746
	Iteration 39Q: 3 clusters Score -2407549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2407548.750000 Penalty: 4845.614746
	Iteration 40F: 3 clusters Score -2407549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -405253.468750 Penalty: 1992.186401
	Iteration 0F: 2 clusters Score -405253.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -401941.156250 Penalty: 3984.372803
	Iteration 0F: 3 clusters Score -401941.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402643.156250 Penalty: 3984.372803
	Iteration 1F: 3 clusters Score -402643.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402839.687500 Penalty: 3984.372803
	Iteration 2F: 3 clusters Score -402839.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402967.375000 Penalty: 3984.372803
	Iteration 3F: 3 clusters Score -402967.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -403080.500000 Penalty: 3984.372803
	Iteration 4Q: 3 clusters Score -403080.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -403170.718750 Penalty: 3984.372803
	Iteration 5Q: 3 clusters Score -403170.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -403238.312500 Penalty: 3984.372803
	Iteration 6Q: 3 clusters Score -403238.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -403286.750000 Penalty: 3984.372803
	Iteration 7Q: 3 clusters Score -403286.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -403323.031250 Penalty: 3984.372803
	Iteration 8Q: 3 clusters Score -403323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -403347.875000 Penalty: 3984.372803
	Iteration 9Q: 3 clusters Score -403347.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -403367.281250 Penalty: 3984.372803
	Iteration 10Q: 3 clusters Score -403367.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -403385.156250 Penalty: 3984.372803
	Iteration 11Q: 3 clusters Score -403385.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -403404.062500 Penalty: 3984.372803
	Iteration 12Q: 3 clusters Score -403404.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403420.718750 Penalty: 3984.372803
	Iteration 13Q: 3 clusters Score -403420.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -403438.625000 Penalty: 3984.372803
	Iteration 14Q: 3 clusters Score -403438.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403453.250000 Penalty: 3984.372803
	Iteration 15Q: 3 clusters Score -403453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -403463.281250 Penalty: 3984.372803
	Iteration 16Q: 3 clusters Score -403463.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -403471.843750 Penalty: 3984.372803
	Iteration 17Q: 3 clusters Score -403471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -403480.406250 Penalty: 3984.372803
	Iteration 18Q: 3 clusters Score -403480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -403483.437500 Penalty: 3984.372803
	Iteration 19Q: 3 clusters Score -403483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -403487.093750 Penalty: 3984.372803
	Iteration 20F: 3 clusters Score -403487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -403488.093750 Penalty: 3984.372803
	Iteration 21Q: 3 clusters Score -403488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -403489.718750 Penalty: 3984.372803
	Iteration 22Q: 3 clusters Score -403489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403492.343750 Penalty: 3984.372803
	Iteration 23Q: 3 clusters Score -403492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403494.250000 Penalty: 3984.372803
	Iteration 24Q: 3 clusters Score -403494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -403495.312500 Penalty: 3984.372803
	Iteration 25Q: 3 clusters Score -403495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403497.218750 Penalty: 3984.372803
	Iteration 26Q: 3 clusters Score -403497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403497.906250 Penalty: 3984.372803
	Iteration 27Q: 3 clusters Score -403497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -403499.312500 Penalty: 3984.372803
	Iteration 28Q: 3 clusters Score -403499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403501.375000 Penalty: 3984.372803
	Iteration 29Q: 3 clusters Score -403501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403502.437500 Penalty: 3984.372803
	Iteration 30Q: 3 clusters Score -403502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -403503.156250 Penalty: 3984.372803
	Iteration 31Q: 3 clusters Score -403503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -403503.156250 Penalty: 3984.372803
	Iteration 32F: 3 clusters Score -403503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -353158.343750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -353158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -350095.875000 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -350095.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -350656.781250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -350656.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -350800.437500 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -350800.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -350888.968750 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -350889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -350937.375000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -350937.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -350979.156250 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -350979.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -351008.718750 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -351008.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -351029.875000 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -351029.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -351043.125000 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -351043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -351057.968750 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -351058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -351069.875000 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -351069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -351078.812500 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -351078.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -351087.437500 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -351087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -351095.312500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -351095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -351101.187500 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -351101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -351106.281250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -351106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -351111.625000 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -351111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -351114.843750 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -351114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -351116.406250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -351116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -351118.125000 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -351118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -351121.343750 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -351121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -351122.562500 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -351122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -351125.000000 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -351125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351127.343750 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -351127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -351128.781250 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -351128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -351129.812500 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -351129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -351131.125000 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -351131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -351132.968750 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -351133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351134.718750 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -351134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -351137.781250 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -351137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -351140.156250 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -351140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -351143.781250 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -351143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -351146.250000 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -351146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -351147.375000 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -351147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -351149.218750 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -351149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -351150.625000 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -351150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -351151.718750 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -351151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351153.218750 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -351153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -351152.718750 Penalty: 3900.561768
	Iteration 38Q: 3 clusters Score -351152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -351155.250000 Penalty: 3900.561768
	Iteration 39Q: 3 clusters Score -351155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -351156.375000 Penalty: 3900.561768
	Iteration 40F: 3 clusters Score -351156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -351157.500000 Penalty: 3900.561768
	Iteration 41Q: 3 clusters Score -351157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -351158.468750 Penalty: 3900.561768
	Iteration 42Q: 3 clusters Score -351158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -351159.750000 Penalty: 3900.561768
	Iteration 43Q: 3 clusters Score -351159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -351159.937500 Penalty: 3900.561768
	Iteration 44Q: 3 clusters Score -351159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -351160.468750 Penalty: 3900.561768
	Iteration 45Q: 3 clusters Score -351160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -351161.218750 Penalty: 3900.561768
	Iteration 46Q: 3 clusters Score -351161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -351161.218750 Penalty: 3900.561768
	Iteration 47F: 3 clusters Score -351161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 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 541 members 
Entering Unmasked Estep 
Score: -150308.156250 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150308.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150629.734375 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150629.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150713.578125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150713.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150757.515625 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150757.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150777.687500 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150789.937500 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150797.281250 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -150801.296875 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150804.609375 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150812.750000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150818.593750 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150819.250000 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150821.203125 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -150821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150824.109375 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -150824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150826.515625 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -150826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150828.687500 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -150828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150831.593750 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -150831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150838.609375 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -150838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150843.171875 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -150843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150845.296875 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -150845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150848.265625 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -150848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150850.078125 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -150850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150853.390625 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -150853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150853.953125 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -150854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150853.953125 Penalty: 3480.683105
	Iteration 24F: 3 clusters Score -150854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -915980.375000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915980.4 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -917562.375000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917562.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -917867.437500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917867.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -918078.687500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918078.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -918240.500000 Penalty: 4385.788574
	Iteration 4Q: 3 clusters Score -918240.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -918377.812500 Penalty: 4385.788574
	Iteration 5Q: 3 clusters Score -918377.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -918494.812500 Penalty: 4385.788574
	Iteration 6Q: 3 clusters Score -918494.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -918630.125000 Penalty: 4385.788574
	Iteration 7Q: 3 clusters Score -918630.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -918799.125000 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -918799.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -919011.937500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919011.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -919238.250000 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919238.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -919463.437500 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -919463.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -919651.250000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -919651.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -919787.750000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -919787.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -919855.312500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -919855.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -919907.937500 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -919907.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -919939.312500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -919939.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -919959.750000 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -919959.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -919977.500000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -919977.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -919993.000000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -919993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -920002.937500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920002.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -920013.562500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920013.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -920023.062500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -920027.750000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -920029.937500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -920033.187500 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -920032.937500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -920037.312500 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920037.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -920037.687500 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -920038.562500 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -920040.062500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -920038.812500 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -920038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -920040.125000 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -920040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -920040.125000 Penalty: 4385.788574
	Iteration 33Q: 3 clusters Score -920040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -920040.187500 Penalty: 4385.788574
	Iteration 34Q: 3 clusters Score -920040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -920041.875000 Penalty: 4385.788574
	Iteration 35Q: 3 clusters Score -920041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -920044.562500 Penalty: 4385.788574
	Iteration 36Q: 3 clusters Score -920044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -920045.937500 Penalty: 4385.788574
	Iteration 37Q: 3 clusters Score -920045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -920046.375000 Penalty: 4385.788574
	Iteration 38Q: 3 clusters Score -920046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -920045.750000 Penalty: 4385.788574
	Iteration 39Q: 3 clusters Score -920045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -920045.437500 Penalty: 4385.788574
	Iteration 40F: 3 clusters Score -920045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -920046.250000 Penalty: 4385.788574
	Iteration 41Q: 3 clusters Score -920046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -920046.250000 Penalty: 4385.788574
	Iteration 42F: 3 clusters Score -920046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Entering Unmasked Estep 
Score: -19308208.000000 Penalty: 2941.581055
	Iteration 0F: 2 clusters Score -1.930821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -19215908.000000 Penalty: 5883.162109
	Iteration 0F: 3 clusters Score -1.921591e+07 nChanged 67974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -19254746.000000 Penalty: 5883.162109
	Iteration 1F: 3 clusters Score -1.925475e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -19255534.000000 Penalty: 5883.162109
	Iteration 2Q: 3 clusters Score -1.925553e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -19256024.000000 Penalty: 5883.162109
	Iteration 3Q: 3 clusters Score -1.925602e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -19256814.000000 Penalty: 5883.162109
	Iteration 4Q: 3 clusters Score -1.925681e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -19257548.000000 Penalty: 5883.162109
	Iteration 5Q: 3 clusters Score -1.925755e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -19258306.000000 Penalty: 5883.162109
	Iteration 6Q: 3 clusters Score -1.925831e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -19258832.000000 Penalty: 5883.162109
	Iteration 7Q: 3 clusters Score -1.925883e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -19259596.000000 Penalty: 5883.162109
	Iteration 8Q: 3 clusters Score -1.92596e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -19260538.000000 Penalty: 5883.162109
	Iteration 9Q: 3 clusters Score -1.926054e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -19261602.000000 Penalty: 5883.162109
	Iteration 10Q: 3 clusters Score -1.92616e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -19263146.000000 Penalty: 5883.162109
	Iteration 11Q: 3 clusters Score -1.926315e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -19265644.000000 Penalty: 5883.162109
	Iteration 12Q: 3 clusters Score -1.926564e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -19269464.000000 Penalty: 5883.162109
	Iteration 13Q: 3 clusters Score -1.926946e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -19274556.000000 Penalty: 5883.162109
	Iteration 14F: 3 clusters Score -1.927456e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -19280388.000000 Penalty: 5883.162109
	Iteration 15F: 3 clusters Score -1.928039e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -19284380.000000 Penalty: 5883.162109
	Iteration 16F: 3 clusters Score -1.928438e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -19286344.000000 Penalty: 5883.162109
	Iteration 17Q: 3 clusters Score -1.928634e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -19287274.000000 Penalty: 5883.162109
	Iteration 18Q: 3 clusters Score -1.928727e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -19287866.000000 Penalty: 5883.162109
	Iteration 19Q: 3 clusters Score -1.928787e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -19288380.000000 Penalty: 5883.162109
	Iteration 20F: 3 clusters Score -1.928838e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -19288862.000000 Penalty: 5883.162109
	Iteration 21Q: 3 clusters Score -1.928886e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -19289410.000000 Penalty: 5883.162109
	Iteration 22Q: 3 clusters Score -1.928941e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
Score: -19289944.000000 Penalty: 5883.162109
	Iteration 23Q: 3 clusters Score -1.928994e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -19290710.000000 Penalty: 5883.162109
	Iteration 24Q: 3 clusters Score -1.929071e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -19291418.000000 Penalty: 5883.162109
	Iteration 25Q: 3 clusters Score -1.929142e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -19292046.000000 Penalty: 5883.162109
	Iteration 26Q: 3 clusters Score -1.929205e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -19292642.000000 Penalty: 5883.162109
	Iteration 27Q: 3 clusters Score -1.929264e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -19293354.000000 Penalty: 5883.162109
	Iteration 28Q: 3 clusters Score -1.929335e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -19294166.000000 Penalty: 5883.162109
	Iteration 29Q: 3 clusters Score -1.929417e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -19294960.000000 Penalty: 5883.162109
	Iteration 30Q: 3 clusters Score -1.929496e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -19295830.000000 Penalty: 5883.162109
	Iteration 31Q: 3 clusters Score -1.929583e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -19296778.000000 Penalty: 5883.162109
	Iteration 32Q: 3 clusters Score -1.929678e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -19297842.000000 Penalty: 5883.162109
	Iteration 33Q: 3 clusters Score -1.929784e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -19298806.000000 Penalty: 5883.162109
	Iteration 34Q: 3 clusters Score -1.929881e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -19299704.000000 Penalty: 5883.162109
	Iteration 35Q: 3 clusters Score -1.92997e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -19300640.000000 Penalty: 5883.162109
	Iteration 36Q: 3 clusters Score -1.930064e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 131160 members 
Entering Unmasked Estep 
Score: -19301464.000000 Penalty: 5883.162109
	Iteration 37Q: 3 clusters Score -1.930146e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -19302248.000000 Penalty: 5883.162109
	Iteration 38Q: 3 clusters Score -1.930225e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 134394 members 
Entering Unmasked Estep 
Score: -19303020.000000 Penalty: 5883.162109
	Iteration 39Q: 3 clusters Score -1.930302e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -19303636.000000 Penalty: 5883.162109
	Iteration 40F: 3 clusters Score -1.930364e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 136855 members 
Entering Unmasked Estep 
Score: -19304132.000000 Penalty: 5883.162109
	Iteration 41Q: 3 clusters Score -1.930413e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -19304474.000000 Penalty: 5883.162109
	Iteration 42Q: 3 clusters Score -1.930447e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -19304740.000000 Penalty: 5883.162109
	Iteration 43Q: 3 clusters Score -1.930474e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -19305064.000000 Penalty: 5883.162109
	Iteration 44Q: 3 clusters Score -1.930506e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 139644 members 
Entering Unmasked Estep 
Score: -19305316.000000 Penalty: 5883.162109
	Iteration 45Q: 3 clusters Score -1.930532e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 139971 members 
Entering Unmasked Estep 
Score: -19305428.000000 Penalty: 5883.162109
	Iteration 46Q: 3 clusters Score -1.930543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -19305548.000000 Penalty: 5883.162109
	Iteration 47Q: 3 clusters Score -1.930555e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -19305626.000000 Penalty: 5883.162109
	Iteration 48Q: 3 clusters Score -1.930563e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 140440 members 
Entering Unmasked Estep 
Score: -19305654.000000 Penalty: 5883.162109
	Iteration 49Q: 3 clusters Score -1.930565e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 140517 members 
Entering Unmasked Estep 
Score: -19305668.000000 Penalty: 5883.162109
	Iteration 50Q: 3 clusters Score -1.930567e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -19305700.000000 Penalty: 5883.162109
	Iteration 51Q: 3 clusters Score -1.93057e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -19305702.000000 Penalty: 5883.162109
	Iteration 52Q: 3 clusters Score -1.93057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -19305720.000000 Penalty: 5883.162109
	Iteration 53Q: 3 clusters Score -1.930572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -19305736.000000 Penalty: 5883.162109
	Iteration 54Q: 3 clusters Score -1.930574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 140720 members 
Entering Unmasked Estep 
Score: -19305764.000000 Penalty: 5883.162109
	Iteration 55Q: 3 clusters Score -1.930576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 140749 members 
Entering Unmasked Estep 
Score: -19305772.000000 Penalty: 5883.162109
	Iteration 56Q: 3 clusters Score -1.930577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 140778 members 
Entering Unmasked Estep 
Score: -19305770.000000 Penalty: 5883.162109
	Iteration 57Q: 3 clusters Score -1.930577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 140792 members 
Entering Unmasked Estep 
Score: -19305778.000000 Penalty: 5883.162109
	Iteration 58Q: 3 clusters Score -1.930578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 140805 members 
Entering Unmasked Estep 
Score: -19305796.000000 Penalty: 5883.162109
	Iteration 59Q: 3 clusters Score -1.93058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 140824 members 
Entering Unmasked Estep 
Score: -19305796.000000 Penalty: 5883.162109
	Iteration 60F: 3 clusters Score -1.93058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -19305816.000000 Penalty: 5883.162109
	Iteration 61Q: 3 clusters Score -1.930582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 140849 members 
Entering Unmasked Estep 
Score: -19305802.000000 Penalty: 5883.162109
	Iteration 62Q: 3 clusters Score -1.93058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -19305790.000000 Penalty: 5883.162109
	Iteration 63Q: 3 clusters Score -1.930579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -19305790.000000 Penalty: 5883.162109
	Iteration 64Q: 3 clusters Score -1.930579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 140870 members 
Entering Unmasked Estep 
Score: -19305816.000000 Penalty: 5883.162109
	Iteration 65Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -19305822.000000 Penalty: 5883.162109
	Iteration 66Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -19305826.000000 Penalty: 5883.162109
	Iteration 67Q: 3 clusters Score -1.930583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 140877 members 
Entering Unmasked Estep 
Score: -19305820.000000 Penalty: 5883.162109
	Iteration 68Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -19305810.000000 Penalty: 5883.162109
	Iteration 69Q: 3 clusters Score -1.930581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -19305820.000000 Penalty: 5883.162109
	Iteration 70Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -19305838.000000 Penalty: 5883.162109
	Iteration 71Q: 3 clusters Score -1.930584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -19305836.000000 Penalty: 5883.162109
	Iteration 72Q: 3 clusters Score -1.930584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -19305830.000000 Penalty: 5883.162109
	Iteration 73Q: 3 clusters Score -1.930583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -19305820.000000 Penalty: 5883.162109
	Iteration 74Q: 3 clusters Score -1.930582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 140901 members 
Entering Unmasked Estep 
Score: -19305828.000000 Penalty: 5883.162109
	Iteration 75Q: 3 clusters Score -1.930583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 140904 members 
Entering Unmasked Estep 
Score: -19305822.000000 Penalty: 5883.162109
	Iteration 76Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
Score: -19305814.000000 Penalty: 5883.162109
	Iteration 77Q: 3 clusters Score -1.930581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -19305820.000000 Penalty: 5883.162109
	Iteration 78Q: 3 clusters Score -1.930582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 140913 members 
Entering Unmasked Estep 
Score: -19305814.000000 Penalty: 5883.162109
	Iteration 79Q: 3 clusters Score -1.930581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -19305814.000000 Penalty: 5883.162109
	Iteration 80F: 3 clusters Score -1.930581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -19305824.000000 Penalty: 5883.162109
	Iteration 81Q: 3 clusters Score -1.930582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -19305832.000000 Penalty: 5883.162109
	Iteration 82Q: 3 clusters Score -1.930583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -19305822.000000 Penalty: 5883.162109
	Iteration 83Q: 3 clusters Score -1.930582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -19305826.000000 Penalty: 5883.162109
	Iteration 84Q: 3 clusters Score -1.930583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -19305822.000000 Penalty: 5883.162109
	Iteration 85Q: 3 clusters Score -1.930582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19305824.000000 Penalty: 5883.162109
	Iteration 86Q: 3 clusters Score -1.930582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19305828.000000 Penalty: 5883.162109
	Iteration 87Q: 3 clusters Score -1.930583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19305826.000000 Penalty: 5883.162109
	Iteration 88Q: 3 clusters Score -1.930583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19305826.000000 Penalty: 5883.162109
	Iteration 89F: 3 clusters Score -1.930583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Entering Unmasked Estep 
Score: -3346638.750000 Penalty: 2503.359375
	Iteration 0F: 2 clusters Score -3346639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3329912.750000 Penalty: 5006.718750
	Iteration 0F: 3 clusters Score -3329913 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3335703.500000 Penalty: 5006.718750
	Iteration 1F: 3 clusters Score -3335704 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3336123.000000 Penalty: 5006.718750
	Iteration 2Q: 3 clusters Score -3336123 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3336418.750000 Penalty: 5006.718750
	Iteration 3Q: 3 clusters Score -3336419 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3336710.000000 Penalty: 5006.718750
	Iteration 4Q: 3 clusters Score -3336710 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3336981.000000 Penalty: 5006.718750
	Iteration 5Q: 3 clusters Score -3336981 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3337258.250000 Penalty: 5006.718750
	Iteration 6Q: 3 clusters Score -3337258 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3337556.750000 Penalty: 5006.718750
	Iteration 7Q: 3 clusters Score -3337557 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3337891.000000 Penalty: 5006.718750
	Iteration 8Q: 3 clusters Score -3337891 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3338293.250000 Penalty: 5006.718750
	Iteration 9Q: 3 clusters Score -3338293 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3338765.250000 Penalty: 5006.718750
	Iteration 10Q: 3 clusters Score -3338765 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3339389.750000 Penalty: 5006.718750
	Iteration 11Q: 3 clusters Score -3339390 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3340146.000000 Penalty: 5006.718750
	Iteration 12Q: 3 clusters Score -3340146 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3340915.500000 Penalty: 5006.718750
	Iteration 13Q: 3 clusters Score -3340916 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3341626.000000 Penalty: 5006.718750
	Iteration 14Q: 3 clusters Score -3341626 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3342165.750000 Penalty: 5006.718750
	Iteration 15Q: 3 clusters Score -3342166 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3342535.750000 Penalty: 5006.718750
	Iteration 16Q: 3 clusters Score -3342536 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3342794.250000 Penalty: 5006.718750
	Iteration 17Q: 3 clusters Score -3342794 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3343015.750000 Penalty: 5006.718750
	Iteration 18Q: 3 clusters Score -3343016 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3343184.500000 Penalty: 5006.718750
	Iteration 19Q: 3 clusters Score -3343184 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3343327.500000 Penalty: 5006.718750
	Iteration 20F: 3 clusters Score -3343328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3343459.750000 Penalty: 5006.718750
	Iteration 21Q: 3 clusters Score -3343460 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3343614.250000 Penalty: 5006.718750
	Iteration 22Q: 3 clusters Score -3343614 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3343754.750000 Penalty: 5006.718750
	Iteration 23Q: 3 clusters Score -3343755 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3343886.500000 Penalty: 5006.718750
	Iteration 24Q: 3 clusters Score -3343886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3344019.000000 Penalty: 5006.718750
	Iteration 25Q: 3 clusters Score -3344019 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3344121.000000 Penalty: 5006.718750
	Iteration 26Q: 3 clusters Score -3344121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3344211.000000 Penalty: 5006.718750
	Iteration 27Q: 3 clusters Score -3344211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3344263.250000 Penalty: 5006.718750
	Iteration 28Q: 3 clusters Score -3344263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3344292.000000 Penalty: 5006.718750
	Iteration 29Q: 3 clusters Score -3344292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3344310.500000 Penalty: 5006.718750
	Iteration 30Q: 3 clusters Score -3344310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3344328.500000 Penalty: 5006.718750
	Iteration 31Q: 3 clusters Score -3344328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3344339.500000 Penalty: 5006.718750
	Iteration 32Q: 3 clusters Score -3344340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3344358.500000 Penalty: 5006.718750
	Iteration 33Q: 3 clusters Score -3344358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3344377.750000 Penalty: 5006.718750
	Iteration 34Q: 3 clusters Score -3344378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3344397.000000 Penalty: 5006.718750
	Iteration 35Q: 3 clusters Score -3344397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3344414.250000 Penalty: 5006.718750
	Iteration 36Q: 3 clusters Score -3344414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3344422.250000 Penalty: 5006.718750
	Iteration 37Q: 3 clusters Score -3344422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3344437.250000 Penalty: 5006.718750
	Iteration 38Q: 3 clusters Score -3344437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3344452.000000 Penalty: 5006.718750
	Iteration 39Q: 3 clusters Score -3344452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3344452.750000 Penalty: 5006.718750
	Iteration 40F: 3 clusters Score -3344453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3344454.250000 Penalty: 5006.718750
	Iteration 41Q: 3 clusters Score -3344454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3344462.250000 Penalty: 5006.718750
	Iteration 42Q: 3 clusters Score -3344462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3344466.500000 Penalty: 5006.718750
	Iteration 43Q: 3 clusters Score -3344466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3344469.250000 Penalty: 5006.718750
	Iteration 44Q: 3 clusters Score -3344469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3344469.750000 Penalty: 5006.718750
	Iteration 45Q: 3 clusters Score -3344470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3344478.500000 Penalty: 5006.718750
	Iteration 46Q: 3 clusters Score -3344478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3344477.750000 Penalty: 5006.718750
	Iteration 47Q: 3 clusters Score -3344478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3344479.250000 Penalty: 5006.718750
	Iteration 48Q: 3 clusters Score -3344479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3344483.750000 Penalty: 5006.718750
	Iteration 49Q: 3 clusters Score -3344484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3344484.250000 Penalty: 5006.718750
	Iteration 50Q: 3 clusters Score -3344484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3344483.750000 Penalty: 5006.718750
	Iteration 51Q: 3 clusters Score -3344484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3344486.000000 Penalty: 5006.718750
	Iteration 52Q: 3 clusters Score -3344486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3344490.000000 Penalty: 5006.718750
	Iteration 53Q: 3 clusters Score -3344490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3344489.250000 Penalty: 5006.718750
	Iteration 54Q: 3 clusters Score -3344489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3344490.500000 Penalty: 5006.718750
	Iteration 55Q: 3 clusters Score -3344490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3344490.250000 Penalty: 5006.718750
	Iteration 56Q: 3 clusters Score -3344490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3344499.000000 Penalty: 5006.718750
	Iteration 57Q: 3 clusters Score -3344499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3344503.250000 Penalty: 5006.718750
	Iteration 58Q: 3 clusters Score -3344503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3344510.000000 Penalty: 5006.718750
	Iteration 59Q: 3 clusters Score -3344510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3344511.500000 Penalty: 5006.718750
	Iteration 60F: 3 clusters Score -3344512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3344512.750000 Penalty: 5006.718750
	Iteration 61Q: 3 clusters Score -3344513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3344507.250000 Penalty: 5006.718750
	Iteration 62Q: 3 clusters Score -3344507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3344507.250000 Penalty: 5006.718750
	Iteration 63Q: 3 clusters Score -3344507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3344502.250000 Penalty: 5006.718750
	Iteration 64Q: 3 clusters Score -3344502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3344505.250000 Penalty: 5006.718750
	Iteration 65Q: 3 clusters Score -3344505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3344508.000000 Penalty: 5006.718750
	Iteration 66Q: 3 clusters Score -3344508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3344511.000000 Penalty: 5006.718750
	Iteration 67Q: 3 clusters Score -3344511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3344510.250000 Penalty: 5006.718750
	Iteration 68Q: 3 clusters Score -3344510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3344513.000000 Penalty: 5006.718750
	Iteration 69Q: 3 clusters Score -3344513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3344518.000000 Penalty: 5006.718750
	Iteration 70Q: 3 clusters Score -3344518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3344519.500000 Penalty: 5006.718750
	Iteration 71Q: 3 clusters Score -3344520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3344523.250000 Penalty: 5006.718750
	Iteration 72Q: 3 clusters Score -3344523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3344529.750000 Penalty: 5006.718750
	Iteration 73Q: 3 clusters Score -3344530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3344534.000000 Penalty: 5006.718750
	Iteration 74Q: 3 clusters Score -3344534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3344538.750000 Penalty: 5006.718750
	Iteration 75Q: 3 clusters Score -3344539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3344538.750000 Penalty: 5006.718750
	Iteration 76Q: 3 clusters Score -3344539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3344542.500000 Penalty: 5006.718750
	Iteration 77Q: 3 clusters Score -3344542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3344540.750000 Penalty: 5006.718750
	Iteration 78Q: 3 clusters Score -3344541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3344544.750000 Penalty: 5006.718750
	Iteration 79Q: 3 clusters Score -3344545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3344546.000000 Penalty: 5006.718750
	Iteration 80F: 3 clusters Score -3344546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3344542.250000 Penalty: 5006.718750
	Iteration 81Q: 3 clusters Score -3344542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3344546.750000 Penalty: 5006.718750
	Iteration 82Q: 3 clusters Score -3344547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3344546.250000 Penalty: 5006.718750
	Iteration 83Q: 3 clusters Score -3344546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3344543.250000 Penalty: 5006.718750
	Iteration 84Q: 3 clusters Score -3344543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3344542.500000 Penalty: 5006.718750
	Iteration 85Q: 3 clusters Score -3344542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3344542.500000 Penalty: 5006.718750
	Iteration 86F: 3 clusters Score -3344542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Entering Unmasked Estep 
Score: -9912586.000000 Penalty: 2780.980225
	Iteration 0F: 2 clusters Score -9912586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -9862989.000000 Penalty: 5561.960449
	Iteration 0F: 3 clusters Score -9862989 nChanged 34575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -9882514.000000 Penalty: 5561.960449
	Iteration 1F: 3 clusters Score -9882514 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -9883293.000000 Penalty: 5561.960449
	Iteration 2Q: 3 clusters Score -9883293 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9884382.000000 Penalty: 5561.960449
	Iteration 3Q: 3 clusters Score -9884382 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -9885489.000000 Penalty: 5561.960449
	Iteration 4Q: 3 clusters Score -9885489 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -9886963.000000 Penalty: 5561.960449
	Iteration 5Q: 3 clusters Score -9886963 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -9888603.000000 Penalty: 5561.960449
	Iteration 6Q: 3 clusters Score -9888603 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -9890507.000000 Penalty: 5561.960449
	Iteration 7F: 3 clusters Score -9890507 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -9892648.000000 Penalty: 5561.960449
	Iteration 8F: 3 clusters Score -9892648 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -9894935.000000 Penalty: 5561.960449
	Iteration 9F: 3 clusters Score -9894935 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -9897072.000000 Penalty: 5561.960449
	Iteration 10F: 3 clusters Score -9897072 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9898578.000000 Penalty: 5561.960449
	Iteration 11Q: 3 clusters Score -9898578 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9899356.000000 Penalty: 5561.960449
	Iteration 12Q: 3 clusters Score -9899356 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -9899698.000000 Penalty: 5561.960449
	Iteration 13Q: 3 clusters Score -9899698 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -9899923.000000 Penalty: 5561.960449
	Iteration 14Q: 3 clusters Score -9899923 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -9900055.000000 Penalty: 5561.960449
	Iteration 15Q: 3 clusters Score -9900055 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9900196.000000 Penalty: 5561.960449
	Iteration 16Q: 3 clusters Score -9900196 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -9900355.000000 Penalty: 5561.960449
	Iteration 17Q: 3 clusters Score -9900355 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -9900529.000000 Penalty: 5561.960449
	Iteration 18Q: 3 clusters Score -9900529 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -9900767.000000 Penalty: 5561.960449
	Iteration 19Q: 3 clusters Score -9900767 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -9901113.000000 Penalty: 5561.960449
	Iteration 20F: 3 clusters Score -9901113 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -9901426.000000 Penalty: 5561.960449
	Iteration 21Q: 3 clusters Score -9901426 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -9901861.000000 Penalty: 5561.960449
	Iteration 22Q: 3 clusters Score -9901861 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -9902479.000000 Penalty: 5561.960449
	Iteration 23Q: 3 clusters Score -9902479 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -9903134.000000 Penalty: 5561.960449
	Iteration 24Q: 3 clusters Score -9903134 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -9903966.000000 Penalty: 5561.960449
	Iteration 25Q: 3 clusters Score -9903966 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -9904880.000000 Penalty: 5561.960449
	Iteration 26Q: 3 clusters Score -9904880 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9905699.000000 Penalty: 5561.960449
	Iteration 27Q: 3 clusters Score -9905699 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -9906388.000000 Penalty: 5561.960449
	Iteration 28Q: 3 clusters Score -9906388 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -9906966.000000 Penalty: 5561.960449
	Iteration 29Q: 3 clusters Score -9906966 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -9907357.000000 Penalty: 5561.960449
	Iteration 30Q: 3 clusters Score -9907357 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -9907767.000000 Penalty: 5561.960449
	Iteration 31Q: 3 clusters Score -9907767 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -9908115.000000 Penalty: 5561.960449
	Iteration 32Q: 3 clusters Score -9908115 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -9908450.000000 Penalty: 5561.960449
	Iteration 33Q: 3 clusters Score -9908450 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -9908781.000000 Penalty: 5561.960449
	Iteration 34Q: 3 clusters Score -9908781 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -9908986.000000 Penalty: 5561.960449
	Iteration 35Q: 3 clusters Score -9908986 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -9909197.000000 Penalty: 5561.960449
	Iteration 36Q: 3 clusters Score -9909197 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9909368.000000 Penalty: 5561.960449
	Iteration 37Q: 3 clusters Score -9909368 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -9909515.000000 Penalty: 5561.960449
	Iteration 38Q: 3 clusters Score -9909515 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -9909586.000000 Penalty: 5561.960449
	Iteration 39Q: 3 clusters Score -9909586 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -9909726.000000 Penalty: 5561.960449
	Iteration 40F: 3 clusters Score -9909726 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -9909877.000000 Penalty: 5561.960449
	Iteration 41Q: 3 clusters Score -9909877 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -9909935.000000 Penalty: 5561.960449
	Iteration 42Q: 3 clusters Score -9909935 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -9910030.000000 Penalty: 5561.960449
	Iteration 43Q: 3 clusters Score -9910030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -9910103.000000 Penalty: 5561.960449
	Iteration 44Q: 3 clusters Score -9910103 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -9910178.000000 Penalty: 5561.960449
	Iteration 45Q: 3 clusters Score -9910178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -9910257.000000 Penalty: 5561.960449
	Iteration 46Q: 3 clusters Score -9910257 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -9910303.000000 Penalty: 5561.960449
	Iteration 47Q: 3 clusters Score -9910303 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -9910320.000000 Penalty: 5561.960449
	Iteration 48Q: 3 clusters Score -9910320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -9910368.000000 Penalty: 5561.960449
	Iteration 49Q: 3 clusters Score -9910368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -9910398.000000 Penalty: 5561.960449
	Iteration 50Q: 3 clusters Score -9910398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -9910440.000000 Penalty: 5561.960449
	Iteration 51Q: 3 clusters Score -9910440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -9910471.000000 Penalty: 5561.960449
	Iteration 52Q: 3 clusters Score -9910471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -9910500.000000 Penalty: 5561.960449
	Iteration 53Q: 3 clusters Score -9910500 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -9910513.000000 Penalty: 5561.960449
	Iteration 54Q: 3 clusters Score -9910513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -9910532.000000 Penalty: 5561.960449
	Iteration 55Q: 3 clusters Score -9910532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9910532.000000 Penalty: 5561.960449
	Iteration 56Q: 3 clusters Score -9910532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -9910536.000000 Penalty: 5561.960449
	Iteration 57Q: 3 clusters Score -9910536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -9910540.000000 Penalty: 5561.960449
	Iteration 58Q: 3 clusters Score -9910540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -9910563.000000 Penalty: 5561.960449
	Iteration 59Q: 3 clusters Score -9910563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -9910577.000000 Penalty: 5561.960449
	Iteration 60F: 3 clusters Score -9910577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9910587.000000 Penalty: 5561.960449
	Iteration 61Q: 3 clusters Score -9910587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -9910593.000000 Penalty: 5561.960449
	Iteration 62Q: 3 clusters Score -9910593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -9910606.000000 Penalty: 5561.960449
	Iteration 63Q: 3 clusters Score -9910606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -9910594.000000 Penalty: 5561.960449
	Iteration 64Q: 3 clusters Score -9910594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -9910609.000000 Penalty: 5561.960449
	Iteration 65Q: 3 clusters Score -9910609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -9910627.000000 Penalty: 5561.960449
	Iteration 66Q: 3 clusters Score -9910627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -9910630.000000 Penalty: 5561.960449
	Iteration 67Q: 3 clusters Score -9910630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9910634.000000 Penalty: 5561.960449
	Iteration 68Q: 3 clusters Score -9910634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -9910637.000000 Penalty: 5561.960449
	Iteration 69Q: 3 clusters Score -9910637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -9910651.000000 Penalty: 5561.960449
	Iteration 70Q: 3 clusters Score -9910651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9910662.000000 Penalty: 5561.960449
	Iteration 71Q: 3 clusters Score -9910662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -9910662.000000 Penalty: 5561.960449
	Iteration 72Q: 3 clusters Score -9910662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9910660.000000 Penalty: 5561.960449
	Iteration 73Q: 3 clusters Score -9910660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 74Q: 3 clusters Score -9910654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 75Q: 3 clusters Score -9910654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -9910654.000000 Penalty: 5561.960449
	Iteration 76Q: 3 clusters Score -9910654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9910653.000000 Penalty: 5561.960449
	Iteration 77Q: 3 clusters Score -9910653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9910649.000000 Penalty: 5561.960449
	Iteration 78Q: 3 clusters Score -9910649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -9910669.000000 Penalty: 5561.960449
	Iteration 79Q: 3 clusters Score -9910669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -9910655.000000 Penalty: 5561.960449
	Iteration 80F: 3 clusters Score -9910655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9910647.000000 Penalty: 5561.960449
	Iteration 81Q: 3 clusters Score -9910647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -9910668.000000 Penalty: 5561.960449
	Iteration 82Q: 3 clusters Score -9910668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9910668.000000 Penalty: 5561.960449
	Iteration 83Q: 3 clusters Score -9910668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9910674.000000 Penalty: 5561.960449
	Iteration 84Q: 3 clusters Score -9910674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -9910680.000000 Penalty: 5561.960449
	Iteration 85Q: 3 clusters Score -9910680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9910680.000000 Penalty: 5561.960449
	Iteration 86Q: 3 clusters Score -9910680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -9910679.000000 Penalty: 5561.960449
	Iteration 87Q: 3 clusters Score -9910679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9910684.000000 Penalty: 5561.960449
	Iteration 88Q: 3 clusters Score -9910684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -9910679.000000 Penalty: 5561.960449
	Iteration 89Q: 3 clusters Score -9910679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 90Q: 3 clusters Score -9910683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 91Q: 3 clusters Score -9910683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 92F: 3 clusters Score -9910683 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: -114374.343750 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -114374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112550.296875 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -112550.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113030.484375 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -113030.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113155.367188 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -113155.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113234.984375 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -113235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113327.664062 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -113327.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113380.703125 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -113380.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113420.687500 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -113420.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113464.140625 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -113464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113483.000000 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -113483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113500.250000 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -113500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113505.718750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -113505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113507.320312 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -113507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113507.320312 Penalty: 3377.283447
	Iteration 12F: 3 clusters Score -113507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -811862.312500 Penalty: 2170.287109
	Iteration 0F: 2 clusters Score -811862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -806592.937500 Penalty: 4340.574219
	Iteration 0F: 3 clusters Score -806592.9 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -807964.750000 Penalty: 4340.574219
	Iteration 1F: 3 clusters Score -807964.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -808206.062500 Penalty: 4340.574219
	Iteration 2F: 3 clusters Score -808206.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -808401.812500 Penalty: 4340.574219
	Iteration 3F: 3 clusters Score -808401.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -808554.437500 Penalty: 4340.574219
	Iteration 4Q: 3 clusters Score -808554.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -808703.000000 Penalty: 4340.574219
	Iteration 5Q: 3 clusters Score -808703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -808830.625000 Penalty: 4340.574219
	Iteration 6Q: 3 clusters Score -808830.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -808959.000000 Penalty: 4340.574219
	Iteration 7Q: 3 clusters Score -808959 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -809082.250000 Penalty: 4340.574219
	Iteration 8Q: 3 clusters Score -809082.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -809181.625000 Penalty: 4340.574219
	Iteration 9Q: 3 clusters Score -809181.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -809283.062500 Penalty: 4340.574219
	Iteration 10Q: 3 clusters Score -809283.1 nChanged 185
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: -809382.812500 Penalty: 4340.574219
	Iteration 11Q: 3 clusters Score -809382.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -809484.937500 Penalty: 4340.574219
	Iteration 12Q: 3 clusters Score -809484.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -809570.875000 Penalty: 4340.574219
	Iteration 13Q: 3 clusters Score -809570.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -809630.500000 Penalty: 4340.574219
	Iteration 14Q: 3 clusters Score -809630.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -809682.375000 Penalty: 4340.574219
	Iteration 15Q: 3 clusters Score -809682.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -809721.750000 Penalty: 4340.574219
	Iteration 16Q: 3 clusters Score -809721.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -809754.312500 Penalty: 4340.574219
	Iteration 17Q: 3 clusters Score -809754.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -809790.812500 Penalty: 4340.574219
	Iteration 18Q: 3 clusters Score -809790.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -809828.250000 Penalty: 4340.574219
	Iteration 19Q: 3 clusters Score -809828.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -809870.000000 Penalty: 4340.574219
	Iteration 20F: 3 clusters Score -809870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -809913.625000 Penalty: 4340.574219
	Iteration 21Q: 3 clusters Score -809913.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -809949.937500 Penalty: 4340.574219
	Iteration 22Q: 3 clusters Score -809949.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -809983.812500 Penalty: 4340.574219
	Iteration 23Q: 3 clusters Score -809983.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -810023.875000 Penalty: 4340.574219
	Iteration 24Q: 3 clusters Score -810023.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -810078.000000 Penalty: 4340.574219
	Iteration 25Q: 3 clusters Score -810078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -810141.687500 Penalty: 4340.574219
	Iteration 26Q: 3 clusters Score -810141.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -810247.375000 Penalty: 4340.574219
	Iteration 27Q: 3 clusters Score -810247.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -810347.750000 Penalty: 4340.574219
	Iteration 28Q: 3 clusters Score -810347.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -810430.875000 Penalty: 4340.574219
	Iteration 29Q: 3 clusters Score -810430.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -810501.750000 Penalty: 4340.574219
	Iteration 30Q: 3 clusters Score -810501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -810556.312500 Penalty: 4340.574219
	Iteration 31Q: 3 clusters Score -810556.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -810596.187500 Penalty: 4340.574219
	Iteration 32Q: 3 clusters Score -810596.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -810622.250000 Penalty: 4340.574219
	Iteration 33Q: 3 clusters Score -810622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -810639.500000 Penalty: 4340.574219
	Iteration 34Q: 3 clusters Score -810639.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -810647.375000 Penalty: 4340.574219
	Iteration 35Q: 3 clusters Score -810647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -810654.750000 Penalty: 4340.574219
	Iteration 36Q: 3 clusters Score -810654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -810659.437500 Penalty: 4340.574219
	Iteration 37Q: 3 clusters Score -810659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -810664.062500 Penalty: 4340.574219
	Iteration 38Q: 3 clusters Score -810664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -810664.250000 Penalty: 4340.574219
	Iteration 39Q: 3 clusters Score -810664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -810664.750000 Penalty: 4340.574219
	Iteration 40F: 3 clusters Score -810664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -810667.125000 Penalty: 4340.574219
	Iteration 41Q: 3 clusters Score -810667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -810669.125000 Penalty: 4340.574219
	Iteration 42Q: 3 clusters Score -810669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -810670.375000 Penalty: 4340.574219
	Iteration 43Q: 3 clusters Score -810670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -810671.812500 Penalty: 4340.574219
	Iteration 44Q: 3 clusters Score -810671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -810672.500000 Penalty: 4340.574219
	Iteration 45Q: 3 clusters Score -810672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -810672.500000 Penalty: 4340.574219
	Iteration 46F: 3 clusters Score -810672.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Entering Unmasked Estep 
Score: -14450257.000000 Penalty: 2871.551025
	Iteration 0F: 2 clusters Score -1.445026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -14378905.000000 Penalty: 5743.102051
	Iteration 0F: 3 clusters Score -1.43789e+07 nChanged 50312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -14407819.000000 Penalty: 5743.102051
	Iteration 1F: 3 clusters Score -1.440782e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -14408938.000000 Penalty: 5743.102051
	Iteration 2Q: 3 clusters Score -1.440894e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -14410318.000000 Penalty: 5743.102051
	Iteration 3Q: 3 clusters Score -1.441032e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -14411932.000000 Penalty: 5743.102051
	Iteration 4Q: 3 clusters Score -1.441193e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -14413994.000000 Penalty: 5743.102051
	Iteration 5Q: 3 clusters Score -1.441399e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -14416420.000000 Penalty: 5743.102051
	Iteration 6F: 3 clusters Score -1.441642e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -14419367.000000 Penalty: 5743.102051
	Iteration 7F: 3 clusters Score -1.441937e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -14422691.000000 Penalty: 5743.102051
	Iteration 8F: 3 clusters Score -1.442269e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -14426544.000000 Penalty: 5743.102051
	Iteration 9F: 3 clusters Score -1.442654e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -14429978.000000 Penalty: 5743.102051
	Iteration 10Q: 3 clusters Score -1.442998e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -14432566.000000 Penalty: 5743.102051
	Iteration 11Q: 3 clusters Score -1.443257e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -14434072.000000 Penalty: 5743.102051
	Iteration 12Q: 3 clusters Score -1.443407e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -14435017.000000 Penalty: 5743.102051
	Iteration 13Q: 3 clusters Score -1.443502e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -14435941.000000 Penalty: 5743.102051
	Iteration 14Q: 3 clusters Score -1.443594e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -14436771.000000 Penalty: 5743.102051
	Iteration 15Q: 3 clusters Score -1.443677e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -14437392.000000 Penalty: 5743.102051
	Iteration 16Q: 3 clusters Score -1.443739e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -14438029.000000 Penalty: 5743.102051
	Iteration 17Q: 3 clusters Score -1.443803e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -14438600.000000 Penalty: 5743.102051
	Iteration 18Q: 3 clusters Score -1.44386e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -14439152.000000 Penalty: 5743.102051
	Iteration 19Q: 3 clusters Score -1.443915e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -14439731.000000 Penalty: 5743.102051
	Iteration 20F: 3 clusters Score -1.443973e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -14440254.000000 Penalty: 5743.102051
	Iteration 21Q: 3 clusters Score -1.444025e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -14440724.000000 Penalty: 5743.102051
	Iteration 22Q: 3 clusters Score -1.444072e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -14441217.000000 Penalty: 5743.102051
	Iteration 23Q: 3 clusters Score -1.444122e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -14441752.000000 Penalty: 5743.102051
	Iteration 24Q: 3 clusters Score -1.444175e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -14442212.000000 Penalty: 5743.102051
	Iteration 25Q: 3 clusters Score -1.444221e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -14442615.000000 Penalty: 5743.102051
	Iteration 26Q: 3 clusters Score -1.444262e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -14442947.000000 Penalty: 5743.102051
	Iteration 27Q: 3 clusters Score -1.444295e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -14443355.000000 Penalty: 5743.102051
	Iteration 28Q: 3 clusters Score -1.444336e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -14443756.000000 Penalty: 5743.102051
	Iteration 29Q: 3 clusters Score -1.444376e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -14444082.000000 Penalty: 5743.102051
	Iteration 30Q: 3 clusters Score -1.444408e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -14444404.000000 Penalty: 5743.102051
	Iteration 31Q: 3 clusters Score -1.44444e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -14444706.000000 Penalty: 5743.102051
	Iteration 32Q: 3 clusters Score -1.444471e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -14444974.000000 Penalty: 5743.102051
	Iteration 33Q: 3 clusters Score -1.444497e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -14445261.000000 Penalty: 5743.102051
	Iteration 34Q: 3 clusters Score -1.444526e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -14445533.000000 Penalty: 5743.102051
	Iteration 35Q: 3 clusters Score -1.444553e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -14445743.000000 Penalty: 5743.102051
	Iteration 36Q: 3 clusters Score -1.444574e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -14445942.000000 Penalty: 5743.102051
	Iteration 37Q: 3 clusters Score -1.444594e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -14446158.000000 Penalty: 5743.102051
	Iteration 38Q: 3 clusters Score -1.444616e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -14446317.000000 Penalty: 5743.102051
	Iteration 39Q: 3 clusters Score -1.444632e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102211 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -14446489.000000 Penalty: 5743.102051
	Iteration 40F: 3 clusters Score -1.444649e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -14446661.000000 Penalty: 5743.102051
	Iteration 41Q: 3 clusters Score -1.444666e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14446802.000000 Penalty: 5743.102051
	Iteration 42Q: 3 clusters Score -1.44468e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -14446920.000000 Penalty: 5743.102051
	Iteration 43Q: 3 clusters Score -1.444692e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -14447023.000000 Penalty: 5743.102051
	Iteration 44Q: 3 clusters Score -1.444702e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -14447124.000000 Penalty: 5743.102051
	Iteration 45Q: 3 clusters Score -1.444712e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -14447174.000000 Penalty: 5743.102051
	Iteration 46Q: 3 clusters Score -1.444717e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -14447235.000000 Penalty: 5743.102051
	Iteration 47Q: 3 clusters Score -1.444724e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14447299.000000 Penalty: 5743.102051
	Iteration 48Q: 3 clusters Score -1.44473e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14447376.000000 Penalty: 5743.102051
	Iteration 49Q: 3 clusters Score -1.444738e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14447429.000000 Penalty: 5743.102051
	Iteration 50Q: 3 clusters Score -1.444743e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104795 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -14447481.000000 Penalty: 5743.102051
	Iteration 51Q: 3 clusters Score -1.444748e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -14447527.000000 Penalty: 5743.102051
	Iteration 52Q: 3 clusters Score -1.444753e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -14447577.000000 Penalty: 5743.102051
	Iteration 53Q: 3 clusters Score -1.444758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -14447573.000000 Penalty: 5743.102051
	Iteration 54Q: 3 clusters Score -1.444757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14447608.000000 Penalty: 5743.102051
	Iteration 55Q: 3 clusters Score -1.444761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14447645.000000 Penalty: 5743.102051
	Iteration 56Q: 3 clusters Score -1.444764e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14447652.000000 Penalty: 5743.102051
	Iteration 57Q: 3 clusters Score -1.444765e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -14447665.000000 Penalty: 5743.102051
	Iteration 58Q: 3 clusters Score -1.444766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -14447691.000000 Penalty: 5743.102051
	Iteration 59Q: 3 clusters Score -1.444769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14447695.000000 Penalty: 5743.102051
	Iteration 60F: 3 clusters Score -1.44477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14447718.000000 Penalty: 5743.102051
	Iteration 61Q: 3 clusters Score -1.444772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14447737.000000 Penalty: 5743.102051
	Iteration 62Q: 3 clusters Score -1.444774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14447757.000000 Penalty: 5743.102051
	Iteration 63Q: 3 clusters Score -1.444776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105467 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14447775.000000 Penalty: 5743.102051
	Iteration 64Q: 3 clusters Score -1.444778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14447770.000000 Penalty: 5743.102051
	Iteration 65Q: 3 clusters Score -1.444777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14447780.000000 Penalty: 5743.102051
	Iteration 66Q: 3 clusters Score -1.444778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14447790.000000 Penalty: 5743.102051
	Iteration 67Q: 3 clusters Score -1.444779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14447783.000000 Penalty: 5743.102051
	Iteration 68Q: 3 clusters Score -1.444778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14447795.000000 Penalty: 5743.102051
	Iteration 69Q: 3 clusters Score -1.44478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105536 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14447797.000000 Penalty: 5743.102051
	Iteration 70Q: 3 clusters Score -1.44478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14447796.000000 Penalty: 5743.102051
	Iteration 71Q: 3 clusters Score -1.44478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14447803.000000 Penalty: 5743.102051
	Iteration 72Q: 3 clusters Score -1.44478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14447805.000000 Penalty: 5743.102051
	Iteration 73Q: 3 clusters Score -1.44478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14447801.000000 Penalty: 5743.102051
	Iteration 74Q: 3 clusters Score -1.44478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14447810.000000 Penalty: 5743.102051
	Iteration 75Q: 3 clusters Score -1.444781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14447812.000000 Penalty: 5743.102051
	Iteration 76Q: 3 clusters Score -1.444781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14447813.000000 Penalty: 5743.102051
	Iteration 77Q: 3 clusters Score -1.444781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14447813.000000 Penalty: 5743.102051
	Iteration 78F: 3 clusters Score -1.444781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2126272.500000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -2126272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2114205.000000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -2114205 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2118351.500000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -2118352 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2119051.750000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -2119052 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2119710.750000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -2119711 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2120332.750000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -2120333 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2120892.500000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -2120892 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2121337.500000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -2121338 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2121686.000000 Penalty: 4827.006836
	Iteration 7Q: 3 clusters Score -2121686 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2122019.750000 Penalty: 4827.006836
	Iteration 8Q: 3 clusters Score -2122020 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2122353.250000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -2122353 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2122656.500000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -2122656 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2122944.250000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -2122944 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2123192.000000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -2123192 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2123375.000000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -2123375 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2123491.750000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -2123492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2123594.000000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -2123594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2123678.500000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -2123678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2123730.000000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -2123730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2123786.250000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -2123786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2123838.500000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -2123838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2123880.500000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -2123880 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2123919.250000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -2123919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2123958.250000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -2123958 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2124000.250000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -2124000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2124032.000000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -2124032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2124081.250000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -2124081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2124120.250000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -2124120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2124169.250000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -2124169 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2124242.500000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -2124242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2124319.500000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -2124320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2124405.250000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -2124405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2124471.250000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -2124471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2124540.750000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -2124541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2124604.750000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -2124605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2124650.750000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -2124651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2124687.750000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -2124688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2124716.000000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -2124716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2124735.500000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -2124736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2124750.250000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -2124750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2124762.750000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -2124763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2124775.750000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -2124776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2124791.750000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -2124792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2124808.250000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -2124808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2124814.250000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -2124814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2124824.250000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -2124824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2124834.500000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -2124834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2124841.000000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -2124841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2124842.000000 Penalty: 4827.006836
	Iteration 47Q: 3 clusters Score -2124842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2124846.000000 Penalty: 4827.006836
	Iteration 48Q: 3 clusters Score -2124846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2124849.000000 Penalty: 4827.006836
	Iteration 49Q: 3 clusters Score -2124849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2124852.750000 Penalty: 4827.006836
	Iteration 50Q: 3 clusters Score -2124853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2124857.000000 Penalty: 4827.006836
	Iteration 51Q: 3 clusters Score -2124857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2124863.250000 Penalty: 4827.006836
	Iteration 52Q: 3 clusters Score -2124863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2124867.750000 Penalty: 4827.006836
	Iteration 53Q: 3 clusters Score -2124868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2124870.250000 Penalty: 4827.006836
	Iteration 54Q: 3 clusters Score -2124870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2124879.000000 Penalty: 4827.006836
	Iteration 55Q: 3 clusters Score -2124879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2124879.750000 Penalty: 4827.006836
	Iteration 56Q: 3 clusters Score -2124880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2124884.250000 Penalty: 4827.006836
	Iteration 57Q: 3 clusters Score -2124884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2124886.000000 Penalty: 4827.006836
	Iteration 58Q: 3 clusters Score -2124886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2124887.250000 Penalty: 4827.006836
	Iteration 59Q: 3 clusters Score -2124887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2124880.750000 Penalty: 4827.006836
	Iteration 60F: 3 clusters Score -2124881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2124884.500000 Penalty: 4827.006836
	Iteration 61Q: 3 clusters Score -2124884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2124888.250000 Penalty: 4827.006836
	Iteration 62Q: 3 clusters Score -2124888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2124887.500000 Penalty: 4827.006836
	Iteration 63Q: 3 clusters Score -2124888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2124901.750000 Penalty: 4827.006836
	Iteration 64Q: 3 clusters Score -2124902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2124901.500000 Penalty: 4827.006836
	Iteration 65Q: 3 clusters Score -2124902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2124902.750000 Penalty: 4827.006836
	Iteration 66Q: 3 clusters Score -2124903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2124909.000000 Penalty: 4827.006836
	Iteration 67Q: 3 clusters Score -2124909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2124908.250000 Penalty: 4827.006836
	Iteration 68Q: 3 clusters Score -2124908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2124909.750000 Penalty: 4827.006836
	Iteration 69Q: 3 clusters Score -2124910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2124914.250000 Penalty: 4827.006836
	Iteration 70Q: 3 clusters Score -2124914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2124928.500000 Penalty: 4827.006836
	Iteration 71Q: 3 clusters Score -2124928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2124947.500000 Penalty: 4827.006836
	Iteration 72Q: 3 clusters Score -2124948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2124958.250000 Penalty: 4827.006836
	Iteration 73Q: 3 clusters Score -2124958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2124984.000000 Penalty: 4827.006836
	Iteration 74Q: 3 clusters Score -2124984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2125012.500000 Penalty: 4827.006836
	Iteration 75Q: 3 clusters Score -2125012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2125045.000000 Penalty: 4827.006836
	Iteration 76Q: 3 clusters Score -2125045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2125085.250000 Penalty: 4827.006836
	Iteration 77Q: 3 clusters Score -2125085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2125118.250000 Penalty: 4827.006836
	Iteration 78Q: 3 clusters Score -2125118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2125143.500000 Penalty: 4827.006836
	Iteration 79Q: 3 clusters Score -2125144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2125159.750000 Penalty: 4827.006836
	Iteration 80F: 3 clusters Score -2125160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2125168.250000 Penalty: 4827.006836
	Iteration 81Q: 3 clusters Score -2125168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2125179.000000 Penalty: 4827.006836
	Iteration 82Q: 3 clusters Score -2125179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2125189.750000 Penalty: 4827.006836
	Iteration 83Q: 3 clusters Score -2125190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2125189.750000 Penalty: 4827.006836
	Iteration 84Q: 3 clusters Score -2125190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2125193.250000 Penalty: 4827.006836
	Iteration 85Q: 3 clusters Score -2125193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2125192.750000 Penalty: 4827.006836
	Iteration 86Q: 3 clusters Score -2125193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2125197.000000 Penalty: 4827.006836
	Iteration 87Q: 3 clusters Score -2125197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2125197.750000 Penalty: 4827.006836
	Iteration 88Q: 3 clusters Score -2125198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2125197.250000 Penalty: 4827.006836
	Iteration 89Q: 3 clusters Score -2125197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2125198.500000 Penalty: 4827.006836
	Iteration 90Q: 3 clusters Score -2125198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2125200.000000 Penalty: 4827.006836
	Iteration 91Q: 3 clusters Score -2125200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2125207.250000 Penalty: 4827.006836
	Iteration 92Q: 3 clusters Score -2125207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2125203.000000 Penalty: 4827.006836
	Iteration 93Q: 3 clusters Score -2125203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2125207.250000 Penalty: 4827.006836
	Iteration 94Q: 3 clusters Score -2125207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2125212.750000 Penalty: 4827.006836
	Iteration 95Q: 3 clusters Score -2125213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2125213.750000 Penalty: 4827.006836
	Iteration 96Q: 3 clusters Score -2125214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2125214.750000 Penalty: 4827.006836
	Iteration 97Q: 3 clusters Score -2125215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2125216.750000 Penalty: 4827.006836
	Iteration 98Q: 3 clusters Score -2125217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2125217.750000 Penalty: 4827.006836
	Iteration 99Q: 3 clusters Score -2125218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2125216.750000 Penalty: 4827.006836
	Iteration 100F: 3 clusters Score -2125217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2125221.250000 Penalty: 4827.006836
	Iteration 101Q: 3 clusters Score -2125221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2125219.500000 Penalty: 4827.006836
	Iteration 102Q: 3 clusters Score -2125220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2125220.000000 Penalty: 4827.006836
	Iteration 103Q: 3 clusters Score -2125220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2125220.250000 Penalty: 4827.006836
	Iteration 104Q: 3 clusters Score -2125220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2125220.250000 Penalty: 4827.006836
	Iteration 105F: 3 clusters Score -2125220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Entering Unmasked Estep 
Score: -7462499.000000 Penalty: 2722.246094
	Iteration 0F: 2 clusters Score -7462499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -7423204.500000 Penalty: 5444.492188
	Iteration 0F: 3 clusters Score -7423204 nChanged 27292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7438952.500000 Penalty: 5444.492188
	Iteration 1F: 3 clusters Score -7438952 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -7439876.000000 Penalty: 5444.492188
	Iteration 2Q: 3 clusters Score -7439876 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -7441033.500000 Penalty: 5444.492188
	Iteration 3Q: 3 clusters Score -7441034 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7442074.000000 Penalty: 5444.492188
	Iteration 4Q: 3 clusters Score -7442074 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7443108.500000 Penalty: 5444.492188
	Iteration 5Q: 3 clusters Score -7443108 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7444193.500000 Penalty: 5444.492188
	Iteration 6Q: 3 clusters Score -7444194 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -7445687.500000 Penalty: 5444.492188
	Iteration 7Q: 3 clusters Score -7445688 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -7447297.000000 Penalty: 5444.492188
	Iteration 8Q: 3 clusters Score -7447297 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7448968.500000 Penalty: 5444.492188
	Iteration 9F: 3 clusters Score -7448968 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -7450502.000000 Penalty: 5444.492188
	Iteration 10Q: 3 clusters Score -7450502 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -7451670.000000 Penalty: 5444.492188
	Iteration 11Q: 3 clusters Score -7451670 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -7452343.000000 Penalty: 5444.492188
	Iteration 12Q: 3 clusters Score -7452343 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -7452761.000000 Penalty: 5444.492188
	Iteration 13Q: 3 clusters Score -7452761 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -7453025.000000 Penalty: 5444.492188
	Iteration 14Q: 3 clusters Score -7453025 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -7453187.000000 Penalty: 5444.492188
	Iteration 15Q: 3 clusters Score -7453187 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -7453326.500000 Penalty: 5444.492188
	Iteration 16Q: 3 clusters Score -7453326 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -7453458.500000 Penalty: 5444.492188
	Iteration 17Q: 3 clusters Score -7453458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -7453572.000000 Penalty: 5444.492188
	Iteration 18Q: 3 clusters Score -7453572 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -7453685.500000 Penalty: 5444.492188
	Iteration 19Q: 3 clusters Score -7453686 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -7453771.500000 Penalty: 5444.492188
	Iteration 20F: 3 clusters Score -7453772 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -7453891.000000 Penalty: 5444.492188
	Iteration 21Q: 3 clusters Score -7453891 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -7454003.500000 Penalty: 5444.492188
	Iteration 22Q: 3 clusters Score -7454004 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -7454137.500000 Penalty: 5444.492188
	Iteration 23Q: 3 clusters Score -7454138 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7454223.000000 Penalty: 5444.492188
	Iteration 24Q: 3 clusters Score -7454223 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7454345.500000 Penalty: 5444.492188
	Iteration 25Q: 3 clusters Score -7454346 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7454423.000000 Penalty: 5444.492188
	Iteration 26Q: 3 clusters Score -7454423 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7454541.000000 Penalty: 5444.492188
	Iteration 27Q: 3 clusters Score -7454541 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -7454662.000000 Penalty: 5444.492188
	Iteration 28Q: 3 clusters Score -7454662 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7454821.000000 Penalty: 5444.492188
	Iteration 29Q: 3 clusters Score -7454821 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7454978.500000 Penalty: 5444.492188
	Iteration 30Q: 3 clusters Score -7454978 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -7455163.000000 Penalty: 5444.492188
	Iteration 31Q: 3 clusters Score -7455163 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7455344.500000 Penalty: 5444.492188
	Iteration 32Q: 3 clusters Score -7455344 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7455516.500000 Penalty: 5444.492188
	Iteration 33Q: 3 clusters Score -7455516 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7455689.000000 Penalty: 5444.492188
	Iteration 34Q: 3 clusters Score -7455689 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -7455903.000000 Penalty: 5444.492188
	Iteration 35Q: 3 clusters Score -7455903 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7456075.500000 Penalty: 5444.492188
	Iteration 36Q: 3 clusters Score -7456076 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -7456229.500000 Penalty: 5444.492188
	Iteration 37Q: 3 clusters Score -7456230 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -7456401.500000 Penalty: 5444.492188
	Iteration 38Q: 3 clusters Score -7456402 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -7456558.000000 Penalty: 5444.492188
	Iteration 39Q: 3 clusters Score -7456558 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7456711.000000 Penalty: 5444.492188
	Iteration 40F: 3 clusters Score -7456711 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -7456902.000000 Penalty: 5444.492188
	Iteration 41Q: 3 clusters Score -7456902 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -7457108.000000 Penalty: 5444.492188
	Iteration 42Q: 3 clusters Score -7457108 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -7457298.000000 Penalty: 5444.492188
	Iteration 43Q: 3 clusters Score -7457298 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -7457510.000000 Penalty: 5444.492188
	Iteration 44Q: 3 clusters Score -7457510 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -7457705.500000 Penalty: 5444.492188
	Iteration 45Q: 3 clusters Score -7457706 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -7457927.500000 Penalty: 5444.492188
	Iteration 46Q: 3 clusters Score -7457928 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -7458213.500000 Penalty: 5444.492188
	Iteration 47Q: 3 clusters Score -7458214 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -7458516.500000 Penalty: 5444.492188
	Iteration 48Q: 3 clusters Score -7458516 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7458722.000000 Penalty: 5444.492188
	Iteration 49Q: 3 clusters Score -7458722 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -7459006.000000 Penalty: 5444.492188
	Iteration 50Q: 3 clusters Score -7459006 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -7459233.500000 Penalty: 5444.492188
	Iteration 51Q: 3 clusters Score -7459234 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -7459493.000000 Penalty: 5444.492188
	Iteration 52Q: 3 clusters Score -7459493 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7459771.500000 Penalty: 5444.492188
	Iteration 53Q: 3 clusters Score -7459772 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7460071.000000 Penalty: 5444.492188
	Iteration 54Q: 3 clusters Score -7460071 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -7460322.500000 Penalty: 5444.492188
	Iteration 55Q: 3 clusters Score -7460322 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7460519.500000 Penalty: 5444.492188
	Iteration 56Q: 3 clusters Score -7460520 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7460709.500000 Penalty: 5444.492188
	Iteration 57Q: 3 clusters Score -7460710 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7460886.500000 Penalty: 5444.492188
	Iteration 58Q: 3 clusters Score -7460886 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7461021.000000 Penalty: 5444.492188
	Iteration 59Q: 3 clusters Score -7461021 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7461119.500000 Penalty: 5444.492188
	Iteration 60F: 3 clusters Score -7461120 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7461202.000000 Penalty: 5444.492188
	Iteration 61Q: 3 clusters Score -7461202 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7461244.500000 Penalty: 5444.492188
	Iteration 62Q: 3 clusters Score -7461244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7461268.500000 Penalty: 5444.492188
	Iteration 63Q: 3 clusters Score -7461268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7461282.500000 Penalty: 5444.492188
	Iteration 64Q: 3 clusters Score -7461282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7461298.500000 Penalty: 5444.492188
	Iteration 65Q: 3 clusters Score -7461298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7461310.000000 Penalty: 5444.492188
	Iteration 66Q: 3 clusters Score -7461310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7461322.500000 Penalty: 5444.492188
	Iteration 67Q: 3 clusters Score -7461322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7461327.500000 Penalty: 5444.492188
	Iteration 68Q: 3 clusters Score -7461328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7461332.500000 Penalty: 5444.492188
	Iteration 69Q: 3 clusters Score -7461332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7461320.000000 Penalty: 5444.492188
	Iteration 70Q: 3 clusters Score -7461320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7461325.500000 Penalty: 5444.492188
	Iteration 71Q: 3 clusters Score -7461326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7461332.000000 Penalty: 5444.492188
	Iteration 72Q: 3 clusters Score -7461332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7461340.000000 Penalty: 5444.492188
	Iteration 73Q: 3 clusters Score -7461340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7461351.000000 Penalty: 5444.492188
	Iteration 74Q: 3 clusters Score -7461351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7461350.000000 Penalty: 5444.492188
	Iteration 75Q: 3 clusters Score -7461350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7461362.500000 Penalty: 5444.492188
	Iteration 76Q: 3 clusters Score -7461362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7461363.000000 Penalty: 5444.492188
	Iteration 77Q: 3 clusters Score -7461363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7461354.000000 Penalty: 5444.492188
	Iteration 78Q: 3 clusters Score -7461354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7461358.000000 Penalty: 5444.492188
	Iteration 79Q: 3 clusters Score -7461358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7461362.000000 Penalty: 5444.492188
	Iteration 80F: 3 clusters Score -7461362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7461362.500000 Penalty: 5444.492188
	Iteration 81Q: 3 clusters Score -7461362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7461362.500000 Penalty: 5444.492188
	Iteration 82F: 3 clusters Score -7461362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Entering Unmasked Estep 
Score: -18079370.000000 Penalty: 2927.025879
	Iteration 0F: 2 clusters Score -1.807937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -17991258.000000 Penalty: 5854.051758
	Iteration 0F: 3 clusters Score -1.799126e+07 nChanged 63429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -18028096.000000 Penalty: 5854.051758
	Iteration 1F: 3 clusters Score -1.80281e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -18029882.000000 Penalty: 5854.051758
	Iteration 2Q: 3 clusters Score -1.802988e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -18032644.000000 Penalty: 5854.051758
	Iteration 3Q: 3 clusters Score -1.803264e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -18036496.000000 Penalty: 5854.051758
	Iteration 4F: 3 clusters Score -1.80365e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -18041944.000000 Penalty: 5854.051758
	Iteration 5F: 3 clusters Score -1.804194e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -18048036.000000 Penalty: 5854.051758
	Iteration 6F: 3 clusters Score -1.804804e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -18053998.000000 Penalty: 5854.051758
	Iteration 7F: 3 clusters Score -1.8054e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -18058768.000000 Penalty: 5854.051758
	Iteration 8F: 3 clusters Score -1.805877e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -18061852.000000 Penalty: 5854.051758
	Iteration 9Q: 3 clusters Score -1.806185e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -18064060.000000 Penalty: 5854.051758
	Iteration 10Q: 3 clusters Score -1.806406e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -18065452.000000 Penalty: 5854.051758
	Iteration 11Q: 3 clusters Score -1.806545e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -18066642.000000 Penalty: 5854.051758
	Iteration 12Q: 3 clusters Score -1.806664e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -18067870.000000 Penalty: 5854.051758
	Iteration 13Q: 3 clusters Score -1.806787e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -18069128.000000 Penalty: 5854.051758
	Iteration 14Q: 3 clusters Score -1.806913e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -18070522.000000 Penalty: 5854.051758
	Iteration 15Q: 3 clusters Score -1.807052e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -18071778.000000 Penalty: 5854.051758
	Iteration 16Q: 3 clusters Score -1.807178e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -18072780.000000 Penalty: 5854.051758
	Iteration 17Q: 3 clusters Score -1.807278e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -18073582.000000 Penalty: 5854.051758
	Iteration 18Q: 3 clusters Score -1.807358e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -18074258.000000 Penalty: 5854.051758
	Iteration 19Q: 3 clusters Score -1.807426e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -18074742.000000 Penalty: 5854.051758
	Iteration 20F: 3 clusters Score -1.807474e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -18075218.000000 Penalty: 5854.051758
	Iteration 21Q: 3 clusters Score -1.807522e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -18075718.000000 Penalty: 5854.051758
	Iteration 22Q: 3 clusters Score -1.807572e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -18076122.000000 Penalty: 5854.051758
	Iteration 23Q: 3 clusters Score -1.807612e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -18076584.000000 Penalty: 5854.051758
	Iteration 24Q: 3 clusters Score -1.807658e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -18077000.000000 Penalty: 5854.051758
	Iteration 25Q: 3 clusters Score -1.8077e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -18077406.000000 Penalty: 5854.051758
	Iteration 26Q: 3 clusters Score -1.807741e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -18077704.000000 Penalty: 5854.051758
	Iteration 27Q: 3 clusters Score -1.80777e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -18077928.000000 Penalty: 5854.051758
	Iteration 28Q: 3 clusters Score -1.807793e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -18078014.000000 Penalty: 5854.051758
	Iteration 29Q: 3 clusters Score -1.807801e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -18078058.000000 Penalty: 5854.051758
	Iteration 30Q: 3 clusters Score -1.807806e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -18078132.000000 Penalty: 5854.051758
	Iteration 31Q: 3 clusters Score -1.807813e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -18078166.000000 Penalty: 5854.051758
	Iteration 32Q: 3 clusters Score -1.807817e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -18078146.000000 Penalty: 5854.051758
	Iteration 33Q: 3 clusters Score -1.807815e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -18078178.000000 Penalty: 5854.051758
	Iteration 34Q: 3 clusters Score -1.807818e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -18078206.000000 Penalty: 5854.051758
	Iteration 35Q: 3 clusters Score -1.807821e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -18078202.000000 Penalty: 5854.051758
	Iteration 36Q: 3 clusters Score -1.80782e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -18078186.000000 Penalty: 5854.051758
	Iteration 37Q: 3 clusters Score -1.807819e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -18078196.000000 Penalty: 5854.051758
	Iteration 38Q: 3 clusters Score -1.80782e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -18078186.000000 Penalty: 5854.051758
	Iteration 39Q: 3 clusters Score -1.807819e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -18078214.000000 Penalty: 5854.051758
	Iteration 40F: 3 clusters Score -1.807821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -18078194.000000 Penalty: 5854.051758
	Iteration 41Q: 3 clusters Score -1.807819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -18078170.000000 Penalty: 5854.051758
	Iteration 42Q: 3 clusters Score -1.807817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -18078204.000000 Penalty: 5854.051758
	Iteration 43Q: 3 clusters Score -1.80782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -18078198.000000 Penalty: 5854.051758
	Iteration 44Q: 3 clusters Score -1.80782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -18078208.000000 Penalty: 5854.051758
	Iteration 45Q: 3 clusters Score -1.807821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -18078216.000000 Penalty: 5854.051758
	Iteration 46Q: 3 clusters Score -1.807822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -18078208.000000 Penalty: 5854.051758
	Iteration 47Q: 3 clusters Score -1.807821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -18078210.000000 Penalty: 5854.051758
	Iteration 48Q: 3 clusters Score -1.807821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -18078208.000000 Penalty: 5854.051758
	Iteration 49Q: 3 clusters Score -1.807821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -18078204.000000 Penalty: 5854.051758
	Iteration 50Q: 3 clusters Score -1.80782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -18078204.000000 Penalty: 5854.051758
	Iteration 51F: 3 clusters Score -1.80782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1870221.750000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1870222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1860222.750000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1860223 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1863343.625000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1863344 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1863653.000000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1863653 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1863879.625000 Penalty: 4723.750488
	Iteration 3Q: 3 clusters Score -1863880 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1864098.125000 Penalty: 4723.750488
	Iteration 4Q: 3 clusters Score -1864098 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1864318.875000 Penalty: 4723.750488
	Iteration 5Q: 3 clusters Score -1864319 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1864553.875000 Penalty: 4723.750488
	Iteration 6Q: 3 clusters Score -1864554 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1864826.125000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1864826 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1865097.375000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1865097 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1865362.125000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1865362 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1865647.875000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1865648 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1865971.375000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1865971 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1866343.125000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1866343 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1866703.875000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1866704 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1866990.875000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1866991 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1867230.875000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1867231 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1867412.500000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1867412 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1867571.875000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1867572 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1867716.250000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1867716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1867849.500000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1867850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1867951.750000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1867952 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1868034.625000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1868035 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1868095.875000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1868096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1868148.500000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1868148 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1868175.500000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1868176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1868196.500000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1868196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1868211.000000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1868211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1868226.625000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1868227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1868236.625000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1868237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1868248.750000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1868249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1868251.875000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1868252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1868262.250000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1868262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1868269.375000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1868269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1868269.625000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1868270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1868270.250000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1868270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1868274.500000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1868274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1868278.000000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1868278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1868279.625000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1868280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1868279.750000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1868280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1868278.250000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1868278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1868278.875000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1868279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1868281.125000 Penalty: 4723.750488
	Iteration 41Q: 3 clusters Score -1868281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1868280.625000 Penalty: 4723.750488
	Iteration 42Q: 3 clusters Score -1868281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1868279.625000 Penalty: 4723.750488
	Iteration 43Q: 3 clusters Score -1868280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1868287.750000 Penalty: 4723.750488
	Iteration 44Q: 3 clusters Score -1868288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1868286.375000 Penalty: 4723.750488
	Iteration 45Q: 3 clusters Score -1868286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1868288.625000 Penalty: 4723.750488
	Iteration 46Q: 3 clusters Score -1868289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1868288.500000 Penalty: 4723.750488
	Iteration 47Q: 3 clusters Score -1868288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1868286.500000 Penalty: 4723.750488
	Iteration 48Q: 3 clusters Score -1868286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1868284.250000 Penalty: 4723.750488
	Iteration 49Q: 3 clusters Score -1868284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1868286.875000 Penalty: 4723.750488
	Iteration 50Q: 3 clusters Score -1868287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1868289.750000 Penalty: 4723.750488
	Iteration 51Q: 3 clusters Score -1868290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1868289.125000 Penalty: 4723.750488
	Iteration 52Q: 3 clusters Score -1868289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1868291.125000 Penalty: 4723.750488
	Iteration 53Q: 3 clusters Score -1868291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1868296.875000 Penalty: 4723.750488
	Iteration 54Q: 3 clusters Score -1868297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1868297.000000 Penalty: 4723.750488
	Iteration 55Q: 3 clusters Score -1868297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1868301.750000 Penalty: 4723.750488
	Iteration 56Q: 3 clusters Score -1868302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1868299.625000 Penalty: 4723.750488
	Iteration 57Q: 3 clusters Score -1868300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1868302.250000 Penalty: 4723.750488
	Iteration 58Q: 3 clusters Score -1868302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1868304.875000 Penalty: 4723.750488
	Iteration 59Q: 3 clusters Score -1868305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1868304.000000 Penalty: 4723.750488
	Iteration 60F: 3 clusters Score -1868304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1868301.500000 Penalty: 4723.750488
	Iteration 61Q: 3 clusters Score -1868302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1868302.875000 Penalty: 4723.750488
	Iteration 62Q: 3 clusters Score -1868303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1868303.875000 Penalty: 4723.750488
	Iteration 63Q: 3 clusters Score -1868304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1868303.875000 Penalty: 4723.750488
	Iteration 64F: 3 clusters Score -1868304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -147484.796875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -147484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145479.093750 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -145479.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145756.140625 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -145756.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -145832.812500 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -145832.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -145876.109375 Penalty: 3469.899902
	Iteration 3Q: 3 clusters Score -145876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145901.468750 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -145901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145923.515625 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -145923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -145932.781250 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -145932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145940.500000 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -145940.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145947.062500 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -145947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145952.609375 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -145952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145957.968750 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -145958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145961.281250 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -145961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145963.640625 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -145963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145968.421875 Penalty: 3469.899902
	Iteration 13Q: 3 clusters Score -145968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145971.390625 Penalty: 3469.899902
	Iteration 14Q: 3 clusters Score -145971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145978.875000 Penalty: 3469.899902
	Iteration 15Q: 3 clusters Score -145978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145984.250000 Penalty: 3469.899902
	Iteration 16Q: 3 clusters Score -145984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145986.828125 Penalty: 3469.899902
	Iteration 17Q: 3 clusters Score -145986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145989.468750 Penalty: 3469.899902
	Iteration 18Q: 3 clusters Score -145989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145989.890625 Penalty: 3469.899902
	Iteration 19Q: 3 clusters Score -145989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145989.890625 Penalty: 3469.899902
	Iteration 20F: 3 clusters Score -145989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185918.812500 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -185918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183639.718750 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -183639.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -184011.437500 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -184011.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184113.906250 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -184113.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -184161.515625 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -184161.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184206.812500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -184206.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -184232.890625 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -184232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -184255.765625 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -184255.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184286.984375 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -184287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -184305.343750 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -184305.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -184315.093750 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -184315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -184327.687500 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -184327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -184339.546875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -184339.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184346.781250 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -184346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -184359.875000 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -184359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -184369.015625 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -184369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184372.796875 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -184372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184376.656250 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -184376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -184383.656250 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -184383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184387.687500 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -184387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -184388.750000 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -184388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184390.437500 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -184390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -184391.703125 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -184391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184394.296875 Penalty: 3616.999268
	Iteration 22Q: 3 clusters Score -184394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -184396.671875 Penalty: 3616.999268
	Iteration 23Q: 3 clusters Score -184396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -184399.484375 Penalty: 3616.999268
	Iteration 24Q: 3 clusters Score -184399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -184400.140625 Penalty: 3616.999268
	Iteration 25Q: 3 clusters Score -184400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184401.359375 Penalty: 3616.999268
	Iteration 26Q: 3 clusters Score -184401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184402.125000 Penalty: 3616.999268
	Iteration 27Q: 3 clusters Score -184402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -184402.562500 Penalty: 3616.999268
	Iteration 28Q: 3 clusters Score -184402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -184404.031250 Penalty: 3616.999268
	Iteration 29Q: 3 clusters Score -184404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -184405.390625 Penalty: 3616.999268
	Iteration 30Q: 3 clusters Score -184405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184407.140625 Penalty: 3616.999268
	Iteration 31Q: 3 clusters Score -184407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -184412.406250 Penalty: 3616.999268
	Iteration 32Q: 3 clusters Score -184412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -184415.359375 Penalty: 3616.999268
	Iteration 33Q: 3 clusters Score -184415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -184418.593750 Penalty: 3616.999268
	Iteration 34Q: 3 clusters Score -184418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -184421.109375 Penalty: 3616.999268
	Iteration 35Q: 3 clusters Score -184421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -184422.593750 Penalty: 3616.999268
	Iteration 36Q: 3 clusters Score -184422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -184422.765625 Penalty: 3616.999268
	Iteration 37Q: 3 clusters Score -184422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -184422.765625 Penalty: 3616.999268
	Iteration 38F: 3 clusters Score -184422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Entering Unmasked Estep 
Score: -12770176.000000 Penalty: 2838.593262
	Iteration 0F: 2 clusters Score -1.277018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -12707784.000000 Penalty: 5677.186523
	Iteration 0F: 3 clusters Score -1.270778e+07 nChanged 44210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -12732991.000000 Penalty: 5677.186523
	Iteration 1F: 3 clusters Score -1.273299e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -12733932.000000 Penalty: 5677.186523
	Iteration 2Q: 3 clusters Score -1.273393e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -12734975.000000 Penalty: 5677.186523
	Iteration 3Q: 3 clusters Score -1.273498e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -12736444.000000 Penalty: 5677.186523
	Iteration 4Q: 3 clusters Score -1.273644e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -12738405.000000 Penalty: 5677.186523
	Iteration 5Q: 3 clusters Score -1.27384e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -12740808.000000 Penalty: 5677.186523
	Iteration 6F: 3 clusters Score -1.274081e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -12743271.000000 Penalty: 5677.186523
	Iteration 7F: 3 clusters Score -1.274327e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -12745526.000000 Penalty: 5677.186523
	Iteration 8F: 3 clusters Score -1.274553e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -12747483.000000 Penalty: 5677.186523
	Iteration 9Q: 3 clusters Score -1.274748e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -12748899.000000 Penalty: 5677.186523
	Iteration 10Q: 3 clusters Score -1.27489e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -12749793.000000 Penalty: 5677.186523
	Iteration 11Q: 3 clusters Score -1.274979e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -12750408.000000 Penalty: 5677.186523
	Iteration 12Q: 3 clusters Score -1.275041e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -12750837.000000 Penalty: 5677.186523
	Iteration 13Q: 3 clusters Score -1.275084e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -12751201.000000 Penalty: 5677.186523
	Iteration 14Q: 3 clusters Score -1.27512e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -12751591.000000 Penalty: 5677.186523
	Iteration 15Q: 3 clusters Score -1.275159e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -12752070.000000 Penalty: 5677.186523
	Iteration 16Q: 3 clusters Score -1.275207e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -12752609.000000 Penalty: 5677.186523
	Iteration 17Q: 3 clusters Score -1.275261e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -12753407.000000 Penalty: 5677.186523
	Iteration 18Q: 3 clusters Score -1.275341e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -12754341.000000 Penalty: 5677.186523
	Iteration 19Q: 3 clusters Score -1.275434e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -12755601.000000 Penalty: 5677.186523
	Iteration 20F: 3 clusters Score -1.27556e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -12757255.000000 Penalty: 5677.186523
	Iteration 21Q: 3 clusters Score -1.275726e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -12759068.000000 Penalty: 5677.186523
	Iteration 22Q: 3 clusters Score -1.275907e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -12760758.000000 Penalty: 5677.186523
	Iteration 23Q: 3 clusters Score -1.276076e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -12762097.000000 Penalty: 5677.186523
	Iteration 24Q: 3 clusters Score -1.27621e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -12762972.000000 Penalty: 5677.186523
	Iteration 25Q: 3 clusters Score -1.276297e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -12763635.000000 Penalty: 5677.186523
	Iteration 26Q: 3 clusters Score -1.276364e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -12764104.000000 Penalty: 5677.186523
	Iteration 27Q: 3 clusters Score -1.27641e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -12764511.000000 Penalty: 5677.186523
	Iteration 28Q: 3 clusters Score -1.276451e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -12764918.000000 Penalty: 5677.186523
	Iteration 29Q: 3 clusters Score -1.276492e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -12765257.000000 Penalty: 5677.186523
	Iteration 30Q: 3 clusters Score -1.276526e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -12765610.000000 Penalty: 5677.186523
	Iteration 31Q: 3 clusters Score -1.276561e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -12765897.000000 Penalty: 5677.186523
	Iteration 32Q: 3 clusters Score -1.27659e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -12766173.000000 Penalty: 5677.186523
	Iteration 33Q: 3 clusters Score -1.276617e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -12766392.000000 Penalty: 5677.186523
	Iteration 34Q: 3 clusters Score -1.276639e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -12766607.000000 Penalty: 5677.186523
	Iteration 35Q: 3 clusters Score -1.276661e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -12766810.000000 Penalty: 5677.186523
	Iteration 36Q: 3 clusters Score -1.276681e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -12766943.000000 Penalty: 5677.186523
	Iteration 37Q: 3 clusters Score -1.276694e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -12767064.000000 Penalty: 5677.186523
	Iteration 38Q: 3 clusters Score -1.276706e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -12767210.000000 Penalty: 5677.186523
	Iteration 39Q: 3 clusters Score -1.276721e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -12767286.000000 Penalty: 5677.186523
	Iteration 40F: 3 clusters Score -1.276729e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -12767357.000000 Penalty: 5677.186523
	Iteration 41Q: 3 clusters Score -1.276736e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -12767448.000000 Penalty: 5677.186523
	Iteration 42Q: 3 clusters Score -1.276745e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -12767551.000000 Penalty: 5677.186523
	Iteration 43Q: 3 clusters Score -1.276755e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -12767592.000000 Penalty: 5677.186523
	Iteration 44Q: 3 clusters Score -1.276759e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -12767650.000000 Penalty: 5677.186523
	Iteration 45Q: 3 clusters Score -1.276765e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -12767672.000000 Penalty: 5677.186523
	Iteration 46Q: 3 clusters Score -1.276767e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -12767757.000000 Penalty: 5677.186523
	Iteration 47Q: 3 clusters Score -1.276776e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -12767795.000000 Penalty: 5677.186523
	Iteration 48Q: 3 clusters Score -1.27678e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -12767812.000000 Penalty: 5677.186523
	Iteration 49Q: 3 clusters Score -1.276781e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -12767824.000000 Penalty: 5677.186523
	Iteration 50Q: 3 clusters Score -1.276782e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -12767841.000000 Penalty: 5677.186523
	Iteration 51Q: 3 clusters Score -1.276784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -12767837.000000 Penalty: 5677.186523
	Iteration 52Q: 3 clusters Score -1.276784e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -12767839.000000 Penalty: 5677.186523
	Iteration 53Q: 3 clusters Score -1.276784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -12767859.000000 Penalty: 5677.186523
	Iteration 54Q: 3 clusters Score -1.276786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -12767874.000000 Penalty: 5677.186523
	Iteration 55Q: 3 clusters Score -1.276787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -12767880.000000 Penalty: 5677.186523
	Iteration 56Q: 3 clusters Score -1.276788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -12767907.000000 Penalty: 5677.186523
	Iteration 57Q: 3 clusters Score -1.276791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -12767904.000000 Penalty: 5677.186523
	Iteration 58Q: 3 clusters Score -1.27679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -12767908.000000 Penalty: 5677.186523
	Iteration 59Q: 3 clusters Score -1.276791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -12767926.000000 Penalty: 5677.186523
	Iteration 60F: 3 clusters Score -1.276793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -12767926.000000 Penalty: 5677.186523
	Iteration 61Q: 3 clusters Score -1.276793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -12767937.000000 Penalty: 5677.186523
	Iteration 62Q: 3 clusters Score -1.276794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -12767957.000000 Penalty: 5677.186523
	Iteration 63Q: 3 clusters Score -1.276796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -12767957.000000 Penalty: 5677.186523
	Iteration 64Q: 3 clusters Score -1.276796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -12767968.000000 Penalty: 5677.186523
	Iteration 65Q: 3 clusters Score -1.276797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -12767967.000000 Penalty: 5677.186523
	Iteration 66Q: 3 clusters Score -1.276797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -12767967.000000 Penalty: 5677.186523
	Iteration 67Q: 3 clusters Score -1.276797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -12767963.000000 Penalty: 5677.186523
	Iteration 68Q: 3 clusters Score -1.276796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -12767973.000000 Penalty: 5677.186523
	Iteration 69Q: 3 clusters Score -1.276797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -12767977.000000 Penalty: 5677.186523
	Iteration 70Q: 3 clusters Score -1.276798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -12767969.000000 Penalty: 5677.186523
	Iteration 71Q: 3 clusters Score -1.276797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -12767971.000000 Penalty: 5677.186523
	Iteration 72Q: 3 clusters Score -1.276797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -12767980.000000 Penalty: 5677.186523
	Iteration 73Q: 3 clusters Score -1.276798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -12767972.000000 Penalty: 5677.186523
	Iteration 74Q: 3 clusters Score -1.276797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -12767974.000000 Penalty: 5677.186523
	Iteration 75Q: 3 clusters Score -1.276797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -12767973.000000 Penalty: 5677.186523
	Iteration 76Q: 3 clusters Score -1.276797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -12767973.000000 Penalty: 5677.186523
	Iteration 77F: 3 clusters Score -1.276797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -63827.171875 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -63827.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62392.222656 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -62392.22 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62594.972656 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -62594.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62662.945312 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -62662.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62709.722656 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -62709.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62759.191406 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -62759.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62809.812500 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -62809.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62903.324219 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -62903.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62987.667969 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -62987.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63028.835938 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -63028.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63066.550781 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -63066.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -63124.703125 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -63124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63149.140625 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -63149.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63155.906250 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -63155.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63160.585938 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -63160.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -63161.417969 Penalty: 3119.698975
	Iteration 14Q: 3 clusters Score -63161.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63175.464844 Penalty: 3119.698975
	Iteration 15Q: 3 clusters Score -63175.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63179.035156 Penalty: 3119.698975
	Iteration 16Q: 3 clusters Score -63179.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63180.281250 Penalty: 3119.698975
	Iteration 17F: 3 clusters Score -63180.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63220.453125 Penalty: 3119.698975
	Iteration 18Q: 3 clusters Score -63220.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63227.046875 Penalty: 3119.698975
	Iteration 19Q: 3 clusters Score -63227.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -63240.628906 Penalty: 3119.698975
	Iteration 20F: 3 clusters Score -63240.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -63244.207031 Penalty: 3119.698975
	Iteration 21Q: 3 clusters Score -63244.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63245.300781 Penalty: 3119.698975
	Iteration 22Q: 3 clusters Score -63245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63245.300781 Penalty: 3119.698975
	Iteration 23F: 3 clusters Score -63245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Entering Unmasked Estep 
Score: -4903228.000000 Penalty: 2604.317383
	Iteration 0F: 2 clusters Score -4903228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4878395.500000 Penalty: 5208.634766
	Iteration 0F: 3 clusters Score -4878396 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4887555.000000 Penalty: 5208.634766
	Iteration 1F: 3 clusters Score -4887555 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4888002.000000 Penalty: 5208.634766
	Iteration 2Q: 3 clusters Score -4888002 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4888331.500000 Penalty: 5208.634766
	Iteration 3Q: 3 clusters Score -4888332 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4888606.000000 Penalty: 5208.634766
	Iteration 4Q: 3 clusters Score -4888606 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4888911.500000 Penalty: 5208.634766
	Iteration 5Q: 3 clusters Score -4888912 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4889282.000000 Penalty: 5208.634766
	Iteration 6Q: 3 clusters Score -4889282 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4889810.000000 Penalty: 5208.634766
	Iteration 7Q: 3 clusters Score -4889810 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4890639.500000 Penalty: 5208.634766
	Iteration 8Q: 3 clusters Score -4890640 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4891953.500000 Penalty: 5208.634766
	Iteration 9F: 3 clusters Score -4891954 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4893903.500000 Penalty: 5208.634766
	Iteration 10F: 3 clusters Score -4893904 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4896328.500000 Penalty: 5208.634766
	Iteration 11F: 3 clusters Score -4896328 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4898531.000000 Penalty: 5208.634766
	Iteration 12F: 3 clusters Score -4898531 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4899892.000000 Penalty: 5208.634766
	Iteration 13Q: 3 clusters Score -4899892 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4900491.500000 Penalty: 5208.634766
	Iteration 14Q: 3 clusters Score -4900492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4900722.000000 Penalty: 5208.634766
	Iteration 15Q: 3 clusters Score -4900722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4900816.000000 Penalty: 5208.634766
	Iteration 16Q: 3 clusters Score -4900816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4900871.000000 Penalty: 5208.634766
	Iteration 17Q: 3 clusters Score -4900871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4900893.000000 Penalty: 5208.634766
	Iteration 18Q: 3 clusters Score -4900893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4900904.000000 Penalty: 5208.634766
	Iteration 19Q: 3 clusters Score -4900904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4900917.500000 Penalty: 5208.634766
	Iteration 20F: 3 clusters Score -4900918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4900927.500000 Penalty: 5208.634766
	Iteration 21Q: 3 clusters Score -4900928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4900932.000000 Penalty: 5208.634766
	Iteration 22Q: 3 clusters Score -4900932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4900943.000000 Penalty: 5208.634766
	Iteration 23Q: 3 clusters Score -4900943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4900942.500000 Penalty: 5208.634766
	Iteration 24Q: 3 clusters Score -4900942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4900946.000000 Penalty: 5208.634766
	Iteration 25Q: 3 clusters Score -4900946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4900948.000000 Penalty: 5208.634766
	Iteration 26Q: 3 clusters Score -4900948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4900949.000000 Penalty: 5208.634766
	Iteration 27Q: 3 clusters Score -4900949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4900955.000000 Penalty: 5208.634766
	Iteration 28Q: 3 clusters Score -4900955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4900964.000000 Penalty: 5208.634766
	Iteration 29Q: 3 clusters Score -4900964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4900966.500000 Penalty: 5208.634766
	Iteration 30Q: 3 clusters Score -4900966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4900969.500000 Penalty: 5208.634766
	Iteration 31Q: 3 clusters Score -4900970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4900971.500000 Penalty: 5208.634766
	Iteration 32Q: 3 clusters Score -4900972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4900978.000000 Penalty: 5208.634766
	Iteration 33Q: 3 clusters Score -4900978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4900983.500000 Penalty: 5208.634766
	Iteration 34Q: 3 clusters Score -4900984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4900980.000000 Penalty: 5208.634766
	Iteration 35Q: 3 clusters Score -4900980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4900983.000000 Penalty: 5208.634766
	Iteration 36Q: 3 clusters Score -4900983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4900979.000000 Penalty: 5208.634766
	Iteration 37Q: 3 clusters Score -4900979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4900979.000000 Penalty: 5208.634766
	Iteration 38F: 3 clusters Score -4900979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -105388.976562 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -105389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103598.828125 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -103598.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103796.335938 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103796.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103878.765625 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103878.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103926.398438 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -103926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103945.937500 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -103945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103958.320312 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -103958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103962.984375 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103968.937500 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -103968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103970.718750 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -103970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103971.609375 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -103971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103971.609375 Penalty: 3325.389648
	Iteration 10F: 3 clusters Score -103971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115819.078125 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115819.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116046.273438 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116046.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116113.789062 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116148.554688 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116155.335938 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116159.429688 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116162.179688 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116163.953125 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116164.765625 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116165.867188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116166.523438 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116166.523438 Penalty: 3371.778320
	Iteration 11F: 3 clusters Score -116166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (251698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251698 members 
Entering Unmasked Estep 
Score: -34411320.000000 Penalty: 3084.124512
	Iteration 0F: 2 clusters Score -3.441132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -34261212.000000 Penalty: 6168.249023
	Iteration 0F: 3 clusters Score -3.426121e+07 nChanged 121180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -34333272.000000 Penalty: 6168.249023
	Iteration 1F: 3 clusters Score -3.433327e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -34334588.000000 Penalty: 6168.249023
	Iteration 2Q: 3 clusters Score -3.433459e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 130318 members 
Entering Unmasked Estep 
Score: -34336456.000000 Penalty: 6168.249023
	Iteration 3Q: 3 clusters Score -3.433646e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -34338788.000000 Penalty: 6168.249023
	Iteration 4Q: 3 clusters Score -3.433879e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -34342144.000000 Penalty: 6168.249023
	Iteration 5Q: 3 clusters Score -3.434214e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -34346076.000000 Penalty: 6168.249023
	Iteration 6Q: 3 clusters Score -3.434608e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -34350852.000000 Penalty: 6168.249023
	Iteration 7Q: 3 clusters Score -3.435085e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 144528 members 
Entering Unmasked Estep 
Score: -34357116.000000 Penalty: 6168.249023
	Iteration 8F: 3 clusters Score -3.435712e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -34365064.000000 Penalty: 6168.249023
	Iteration 9F: 3 clusters Score -3.436506e+07 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -34374024.000000 Penalty: 6168.249023
	Iteration 10F: 3 clusters Score -3.437402e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -34380980.000000 Penalty: 6168.249023
	Iteration 11F: 3 clusters Score -3.438098e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 150193 members 
Entering Unmasked Estep 
Score: -34383720.000000 Penalty: 6168.249023
	Iteration 12Q: 3 clusters Score -3.438372e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -34384412.000000 Penalty: 6168.249023
	Iteration 13Q: 3 clusters Score -3.438441e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 150777 members 
Entering Unmasked Estep 
Score: -34384728.000000 Penalty: 6168.249023
	Iteration 14Q: 3 clusters Score -3.438473e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -34384864.000000 Penalty: 6168.249023
	Iteration 15Q: 3 clusters Score -3.438486e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -34384984.000000 Penalty: 6168.249023
	Iteration 16Q: 3 clusters Score -3.438498e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 151665 members 
Entering Unmasked Estep 
Score: -34384956.000000 Penalty: 6168.249023
	Iteration 17Q: 3 clusters Score -3.438496e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 151944 members 
Entering Unmasked Estep 
Score: -34384896.000000 Penalty: 6168.249023
	Iteration 18Q: 3 clusters Score -3.43849e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -34384924.000000 Penalty: 6168.249023
	Iteration 19Q: 3 clusters Score -3.438492e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -34384940.000000 Penalty: 6168.249023
	Iteration 20F: 3 clusters Score -3.438494e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -34384824.000000 Penalty: 6168.249023
	Iteration 21Q: 3 clusters Score -3.438482e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -34384680.000000 Penalty: 6168.249023
	Iteration 22Q: 3 clusters Score -3.438468e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 152816 members 
Entering Unmasked Estep 
Score: -34384632.000000 Penalty: 6168.249023
	Iteration 23Q: 3 clusters Score -3.438463e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 152873 members 
Entering Unmasked Estep 
Score: -34384528.000000 Penalty: 6168.249023
	Iteration 24Q: 3 clusters Score -3.438453e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -34384520.000000 Penalty: 6168.249023
	Iteration 25Q: 3 clusters Score -3.438452e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -34384480.000000 Penalty: 6168.249023
	Iteration 26Q: 3 clusters Score -3.438448e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -34384620.000000 Penalty: 6168.249023
	Iteration 27Q: 3 clusters Score -3.438462e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -34384524.000000 Penalty: 6168.249023
	Iteration 28Q: 3 clusters Score -3.438452e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -34384496.000000 Penalty: 6168.249023
	Iteration 29Q: 3 clusters Score -3.43845e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -34384472.000000 Penalty: 6168.249023
	Iteration 30Q: 3 clusters Score -3.438447e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -34384552.000000 Penalty: 6168.249023
	Iteration 31Q: 3 clusters Score -3.438455e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -34384628.000000 Penalty: 6168.249023
	Iteration 32Q: 3 clusters Score -3.438463e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -34384640.000000 Penalty: 6168.249023
	Iteration 33Q: 3 clusters Score -3.438464e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -34384508.000000 Penalty: 6168.249023
	Iteration 34Q: 3 clusters Score -3.438451e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -34384632.000000 Penalty: 6168.249023
	Iteration 35Q: 3 clusters Score -3.438463e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 151085 members 
Entering Unmasked Estep 
Score: -34384660.000000 Penalty: 6168.249023
	Iteration 36Q: 3 clusters Score -3.438466e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -34384684.000000 Penalty: 6168.249023
	Iteration 37Q: 3 clusters Score -3.438468e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -34384640.000000 Penalty: 6168.249023
	Iteration 38Q: 3 clusters Score -3.438464e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -34384676.000000 Penalty: 6168.249023
	Iteration 39Q: 3 clusters Score -3.438468e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -34384668.000000 Penalty: 6168.249023
	Iteration 40F: 3 clusters Score -3.438467e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -34384728.000000 Penalty: 6168.249023
	Iteration 41Q: 3 clusters Score -3.438473e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -34384632.000000 Penalty: 6168.249023
	Iteration 42Q: 3 clusters Score -3.438463e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -34384632.000000 Penalty: 6168.249023
	Iteration 43Q: 3 clusters Score -3.438463e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -34384756.000000 Penalty: 6168.249023
	Iteration 44Q: 3 clusters Score -3.438476e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 147079 members 
Entering Unmasked Estep 
Score: -34384672.000000 Penalty: 6168.249023
	Iteration 45Q: 3 clusters Score -3.438467e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -34384732.000000 Penalty: 6168.249023
	Iteration 46Q: 3 clusters Score -3.438473e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 146070 members 
Entering Unmasked Estep 
Score: -34384788.000000 Penalty: 6168.249023
	Iteration 47Q: 3 clusters Score -3.438479e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -34384760.000000 Penalty: 6168.249023
	Iteration 48Q: 3 clusters Score -3.438476e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 145255 members 
Entering Unmasked Estep 
Score: -34384860.000000 Penalty: 6168.249023
	Iteration 49Q: 3 clusters Score -3.438486e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 144873 members 
Entering Unmasked Estep 
Score: -34384768.000000 Penalty: 6168.249023
	Iteration 50Q: 3 clusters Score -3.438477e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 144437 members 
Entering Unmasked Estep 
Score: -34384760.000000 Penalty: 6168.249023
	Iteration 51Q: 3 clusters Score -3.438476e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 143905 members 
Entering Unmasked Estep 
Score: -34384800.000000 Penalty: 6168.249023
	Iteration 52Q: 3 clusters Score -3.43848e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -34384768.000000 Penalty: 6168.249023
	Iteration 53Q: 3 clusters Score -3.438477e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -34384844.000000 Penalty: 6168.249023
	Iteration 54Q: 3 clusters Score -3.438484e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -34384868.000000 Penalty: 6168.249023
	Iteration 55Q: 3 clusters Score -3.438487e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -34384832.000000 Penalty: 6168.249023
	Iteration 56Q: 3 clusters Score -3.438483e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -34384804.000000 Penalty: 6168.249023
	Iteration 57Q: 3 clusters Score -3.43848e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 141049 members 
Entering Unmasked Estep 
Score: -34384728.000000 Penalty: 6168.249023
	Iteration 58Q: 3 clusters Score -3.438473e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -34384836.000000 Penalty: 6168.249023
	Iteration 59Q: 3 clusters Score -3.438484e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111617 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -34384756.000000 Penalty: 6168.249023
	Iteration 60F: 3 clusters Score -3.438476e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -34384820.000000 Penalty: 6168.249023
	Iteration 61Q: 3 clusters Score -3.438482e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -34384872.000000 Penalty: 6168.249023
	Iteration 62Q: 3 clusters Score -3.438487e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 138662 members 
Entering Unmasked Estep 
Score: -34384924.000000 Penalty: 6168.249023
	Iteration 63Q: 3 clusters Score -3.438492e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -34384996.000000 Penalty: 6168.249023
	Iteration 64Q: 3 clusters Score -3.4385e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -34385072.000000 Penalty: 6168.249023
	Iteration 65Q: 3 clusters Score -3.438507e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -34385140.000000 Penalty: 6168.249023
	Iteration 66Q: 3 clusters Score -3.438514e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -34385176.000000 Penalty: 6168.249023
	Iteration 67Q: 3 clusters Score -3.438518e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -34385328.000000 Penalty: 6168.249023
	Iteration 68Q: 3 clusters Score -3.438533e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -34385392.000000 Penalty: 6168.249023
	Iteration 69Q: 3 clusters Score -3.438539e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 135167 members 
Entering Unmasked Estep 
Score: -34385416.000000 Penalty: 6168.249023
	Iteration 70Q: 3 clusters Score -3.438542e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -34385524.000000 Penalty: 6168.249023
	Iteration 71Q: 3 clusters Score -3.438552e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -34385544.000000 Penalty: 6168.249023
	Iteration 72Q: 3 clusters Score -3.438554e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -34385548.000000 Penalty: 6168.249023
	Iteration 73Q: 3 clusters Score -3.438555e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -34385596.000000 Penalty: 6168.249023
	Iteration 74Q: 3 clusters Score -3.43856e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -34385764.000000 Penalty: 6168.249023
	Iteration 75Q: 3 clusters Score -3.438576e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -34385836.000000 Penalty: 6168.249023
	Iteration 76Q: 3 clusters Score -3.438584e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -34385748.000000 Penalty: 6168.249023
	Iteration 77Q: 3 clusters Score -3.438575e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -34385648.000000 Penalty: 6168.249023
	Iteration 78Q: 3 clusters Score -3.438565e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 130498 members 
Entering Unmasked Estep 
Score: -34385732.000000 Penalty: 6168.249023
	Iteration 79Q: 3 clusters Score -3.438573e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121971 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -34385728.000000 Penalty: 6168.249023
	Iteration 80F: 3 clusters Score -3.438573e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122755 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -34385776.000000 Penalty: 6168.249023
	Iteration 81Q: 3 clusters Score -3.438578e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -34385880.000000 Penalty: 6168.249023
	Iteration 82Q: 3 clusters Score -3.438588e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -34385828.000000 Penalty: 6168.249023
	Iteration 83Q: 3 clusters Score -3.438583e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -34385884.000000 Penalty: 6168.249023
	Iteration 84Q: 3 clusters Score -3.438588e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -34385956.000000 Penalty: 6168.249023
	Iteration 85Q: 3 clusters Score -3.438596e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 124210 members 
Entering Unmasked Estep 
Score: -34386084.000000 Penalty: 6168.249023
	Iteration 86Q: 3 clusters Score -3.438608e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -34386244.000000 Penalty: 6168.249023
	Iteration 87Q: 3 clusters Score -3.438624e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -34386296.000000 Penalty: 6168.249023
	Iteration 88Q: 3 clusters Score -3.43863e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -34386492.000000 Penalty: 6168.249023
	Iteration 89Q: 3 clusters Score -3.438649e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -34386628.000000 Penalty: 6168.249023
	Iteration 90Q: 3 clusters Score -3.438663e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134048 members 
Mstep: Class 2 contains 117650 members 
Entering Unmasked Estep 
Score: -34386732.000000 Penalty: 6168.249023
	Iteration 91Q: 3 clusters Score -3.438673e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -34386912.000000 Penalty: 6168.249023
	Iteration 92Q: 3 clusters Score -3.438691e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 114078 members 
Entering Unmasked Estep 
Score: -34387028.000000 Penalty: 6168.249023
	Iteration 93Q: 3 clusters Score -3.438703e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139638 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -34387156.000000 Penalty: 6168.249023
	Iteration 94Q: 3 clusters Score -3.438716e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -34387460.000000 Penalty: 6168.249023
	Iteration 95Q: 3 clusters Score -3.438746e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -34387872.000000 Penalty: 6168.249023
	Iteration 96Q: 3 clusters Score -3.438787e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -34388288.000000 Penalty: 6168.249023
	Iteration 97Q: 3 clusters Score -3.438829e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -34388736.000000 Penalty: 6168.249023
	Iteration 98Q: 3 clusters Score -3.438874e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -34389048.000000 Penalty: 6168.249023
	Iteration 99Q: 3 clusters Score -3.438905e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -34389792.000000 Penalty: 6168.249023
	Iteration 100F: 3 clusters Score -3.438979e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -34389908.000000 Penalty: 6168.249023
	Iteration 101Q: 3 clusters Score -3.438991e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -34390336.000000 Penalty: 6168.249023
	Iteration 102Q: 3 clusters Score -3.439034e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -34390840.000000 Penalty: 6168.249023
	Iteration 103Q: 3 clusters Score -3.439084e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -34391116.000000 Penalty: 6168.249023
	Iteration 104Q: 3 clusters Score -3.439112e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171128 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -34391284.000000 Penalty: 6168.249023
	Iteration 105Q: 3 clusters Score -3.439128e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -34391316.000000 Penalty: 6168.249023
	Iteration 106Q: 3 clusters Score -3.439132e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -34391536.000000 Penalty: 6168.249023
	Iteration 107Q: 3 clusters Score -3.439154e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -34391504.000000 Penalty: 6168.249023
	Iteration 108Q: 3 clusters Score -3.43915e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -34391540.000000 Penalty: 6168.249023
	Iteration 109Q: 3 clusters Score -3.439154e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181334 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -34391452.000000 Penalty: 6168.249023
	Iteration 110Q: 3 clusters Score -3.439145e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -34391388.000000 Penalty: 6168.249023
	Iteration 111Q: 3 clusters Score -3.439139e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183741 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -34391264.000000 Penalty: 6168.249023
	Iteration 112Q: 3 clusters Score -3.439126e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184672 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -34391220.000000 Penalty: 6168.249023
	Iteration 113Q: 3 clusters Score -3.439122e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185459 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -34391244.000000 Penalty: 6168.249023
	Iteration 114Q: 3 clusters Score -3.439124e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186167 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -34391212.000000 Penalty: 6168.249023
	Iteration 115Q: 3 clusters Score -3.439121e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186753 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -34390980.000000 Penalty: 6168.249023
	Iteration 116Q: 3 clusters Score -3.439098e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -34390884.000000 Penalty: 6168.249023
	Iteration 117Q: 3 clusters Score -3.439088e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -34390752.000000 Penalty: 6168.249023
	Iteration 118Q: 3 clusters Score -3.439075e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188009 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -34390628.000000 Penalty: 6168.249023
	Iteration 119Q: 3 clusters Score -3.439063e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188210 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -34390428.000000 Penalty: 6168.249023
	Iteration 120F: 3 clusters Score -3.439043e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188427 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -34390300.000000 Penalty: 6168.249023
	Iteration 121Q: 3 clusters Score -3.43903e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188597 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -34390088.000000 Penalty: 6168.249023
	Iteration 122Q: 3 clusters Score -3.439009e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188709 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -34389932.000000 Penalty: 6168.249023
	Iteration 123Q: 3 clusters Score -3.438993e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -34389840.000000 Penalty: 6168.249023
	Iteration 124Q: 3 clusters Score -3.438984e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188806 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -34389672.000000 Penalty: 6168.249023
	Iteration 125Q: 3 clusters Score -3.438967e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188769 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -34389580.000000 Penalty: 6168.249023
	Iteration 126Q: 3 clusters Score -3.438958e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -34389556.000000 Penalty: 6168.249023
	Iteration 127Q: 3 clusters Score -3.438956e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -34389520.000000 Penalty: 6168.249023
	Iteration 128Q: 3 clusters Score -3.438952e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -34389492.000000 Penalty: 6168.249023
	Iteration 129Q: 3 clusters Score -3.438949e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -34389452.000000 Penalty: 6168.249023
	Iteration 130Q: 3 clusters Score -3.438945e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -34389532.000000 Penalty: 6168.249023
	Iteration 131Q: 3 clusters Score -3.438953e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -34389432.000000 Penalty: 6168.249023
	Iteration 132Q: 3 clusters Score -3.438943e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -34389332.000000 Penalty: 6168.249023
	Iteration 133Q: 3 clusters Score -3.438933e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187021 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -34389324.000000 Penalty: 6168.249023
	Iteration 134Q: 3 clusters Score -3.438932e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186739 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -34389316.000000 Penalty: 6168.249023
	Iteration 135Q: 3 clusters Score -3.438932e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186445 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -34389368.000000 Penalty: 6168.249023
	Iteration 136Q: 3 clusters Score -3.438937e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -34389308.000000 Penalty: 6168.249023
	Iteration 137Q: 3 clusters Score -3.438931e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185885 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -34389272.000000 Penalty: 6168.249023
	Iteration 138Q: 3 clusters Score -3.438927e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -34389108.000000 Penalty: 6168.249023
	Iteration 139Q: 3 clusters Score -3.438911e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185253 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -34389048.000000 Penalty: 6168.249023
	Iteration 140F: 3 clusters Score -3.438905e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184883 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -34389064.000000 Penalty: 6168.249023
	Iteration 141Q: 3 clusters Score -3.438906e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -34388996.000000 Penalty: 6168.249023
	Iteration 142Q: 3 clusters Score -3.4389e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184141 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -34388904.000000 Penalty: 6168.249023
	Iteration 143Q: 3 clusters Score -3.43889e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -34388860.000000 Penalty: 6168.249023
	Iteration 144Q: 3 clusters Score -3.438886e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -34388828.000000 Penalty: 6168.249023
	Iteration 145Q: 3 clusters Score -3.438883e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182848 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -34388848.000000 Penalty: 6168.249023
	Iteration 146Q: 3 clusters Score -3.438885e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182413 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -34388684.000000 Penalty: 6168.249023
	Iteration 147Q: 3 clusters Score -3.438868e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -34388600.000000 Penalty: 6168.249023
	Iteration 148Q: 3 clusters Score -3.43886e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -34388624.000000 Penalty: 6168.249023
	Iteration 149Q: 3 clusters Score -3.438862e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181022 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -34388696.000000 Penalty: 6168.249023
	Iteration 150Q: 3 clusters Score -3.43887e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -34388764.000000 Penalty: 6168.249023
	Iteration 151Q: 3 clusters Score -3.438876e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180130 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -34388756.000000 Penalty: 6168.249023
	Iteration 152Q: 3 clusters Score -3.438876e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -34388820.000000 Penalty: 6168.249023
	Iteration 153Q: 3 clusters Score -3.438882e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -34388776.000000 Penalty: 6168.249023
	Iteration 154Q: 3 clusters Score -3.438878e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178959 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -34388764.000000 Penalty: 6168.249023
	Iteration 155Q: 3 clusters Score -3.438876e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -34388688.000000 Penalty: 6168.249023
	Iteration 156Q: 3 clusters Score -3.438869e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178179 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -34388672.000000 Penalty: 6168.249023
	Iteration 157Q: 3 clusters Score -3.438867e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177818 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -34388668.000000 Penalty: 6168.249023
	Iteration 158Q: 3 clusters Score -3.438867e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -34388704.000000 Penalty: 6168.249023
	Iteration 159Q: 3 clusters Score -3.43887e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -34388700.000000 Penalty: 6168.249023
	Iteration 160F: 3 clusters Score -3.43887e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.438866e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -34388632.000000 Penalty: 6168.249023
	Iteration 162Q: 3 clusters Score -3.438863e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -34388628.000000 Penalty: 6168.249023
	Iteration 163Q: 3 clusters Score -3.438863e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -34388588.000000 Penalty: 6168.249023
	Iteration 164Q: 3 clusters Score -3.438859e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -34388612.000000 Penalty: 6168.249023
	Iteration 165Q: 3 clusters Score -3.438861e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174989 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -34388624.000000 Penalty: 6168.249023
	Iteration 166Q: 3 clusters Score -3.438862e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -34388632.000000 Penalty: 6168.249023
	Iteration 167Q: 3 clusters Score -3.438863e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.438859e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -34388576.000000 Penalty: 6168.249023
	Iteration 169Q: 3 clusters Score -3.438858e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -34388648.000000 Penalty: 6168.249023
	Iteration 170Q: 3 clusters Score -3.438865e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -34388684.000000 Penalty: 6168.249023
	Iteration 171Q: 3 clusters Score -3.438868e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -34388636.000000 Penalty: 6168.249023
	Iteration 172Q: 3 clusters Score -3.438864e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -34388596.000000 Penalty: 6168.249023
	Iteration 173Q: 3 clusters Score -3.43886e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -34388644.000000 Penalty: 6168.249023
	Iteration 174Q: 3 clusters Score -3.438864e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.438866e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.438869e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172391 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -34388676.000000 Penalty: 6168.249023
	Iteration 177Q: 3 clusters Score -3.438868e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -34388744.000000 Penalty: 6168.249023
	Iteration 178Q: 3 clusters Score -3.438874e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -34388808.000000 Penalty: 6168.249023
	Iteration 179Q: 3 clusters Score -3.438881e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171925 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -34388812.000000 Penalty: 6168.249023
	Iteration 180F: 3 clusters Score -3.438881e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.43888e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -34388732.000000 Penalty: 6168.249023
	Iteration 182Q: 3 clusters Score -3.438873e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171528 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.438876e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.438877e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171259 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.438868e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.438873e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.43887e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.438866e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3.438869e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.438865e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3.438869e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170479 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.438869e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170389 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3.438867e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170311 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.438866e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3.438862e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.438862e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.438858e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169999 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3.438858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -34388604.000000 Penalty: 6168.249023
	Iteration 199Q: 3 clusters Score -3.43886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -34388580.000000 Penalty: 6168.249023
	Iteration 200F: 3 clusters Score -3.438858e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -34388572.000000 Penalty: 6168.249023
	Iteration 201Q: 3 clusters Score -3.438857e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3.438856e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -34388548.000000 Penalty: 6168.249023
	Iteration 203Q: 3 clusters Score -3.438855e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -34388576.000000 Penalty: 6168.249023
	Iteration 204Q: 3 clusters Score -3.438858e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3.438857e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3.438857e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -34388544.000000 Penalty: 6168.249023
	Iteration 207Q: 3 clusters Score -3.438854e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -34388520.000000 Penalty: 6168.249023
	Iteration 208Q: 3 clusters Score -3.438852e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169311 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3.43885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -34388516.000000 Penalty: 6168.249023
	Iteration 210Q: 3 clusters Score -3.438852e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -34388556.000000 Penalty: 6168.249023
	Iteration 211Q: 3 clusters Score -3.438856e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3.438855e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.438858e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3.43886e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3.438863e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -34388564.000000 Penalty: 6168.249023
	Iteration 216Q: 3 clusters Score -3.438856e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -34388552.000000 Penalty: 6168.249023
	Iteration 217Q: 3 clusters Score -3.438855e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3.438857e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3.438855e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -34388584.000000 Penalty: 6168.249023
	Iteration 220F: 3 clusters Score -3.438858e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -34388532.000000 Penalty: 6168.249023
	Iteration 221Q: 3 clusters Score -3.438853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3.438855e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -34388548.000000 Penalty: 6168.249023
	Iteration 223Q: 3 clusters Score -3.438855e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -34388560.000000 Penalty: 6168.249023
	Iteration 224Q: 3 clusters Score -3.438856e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3.438849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3.438852e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3.43885e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3.43885e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3.43885e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -34388504.000000 Penalty: 6168.249023
	Iteration 230Q: 3 clusters Score -3.43885e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -34388524.000000 Penalty: 6168.249023
	Iteration 231Q: 3 clusters Score -3.438852e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3.438846e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3.438847e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -34388512.000000 Penalty: 6168.249023
	Iteration 234Q: 3 clusters Score -3.438851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -34388516.000000 Penalty: 6168.249023
	Iteration 235Q: 3 clusters Score -3.438852e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -3.438846e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -34388480.000000 Penalty: 6168.249023
	Iteration 237Q: 3 clusters Score -3.438848e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -34388484.000000 Penalty: 6168.249023
	Iteration 238Q: 3 clusters Score -3.438848e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167617 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -34388480.000000 Penalty: 6168.249023
	Iteration 239Q: 3 clusters Score -3.438848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -34388468.000000 Penalty: 6168.249023
	Iteration 240F: 3 clusters Score -3.438847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -34388444.000000 Penalty: 6168.249023
	Iteration 241Q: 3 clusters Score -3.438844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -34388444.000000 Penalty: 6168.249023
	Iteration 242Q: 3 clusters Score -3.438844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -34388420.000000 Penalty: 6168.249023
	Iteration 243Q: 3 clusters Score -3.438842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -34388436.000000 Penalty: 6168.249023
	Iteration 244Q: 3 clusters Score -3.438844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -34388432.000000 Penalty: 6168.249023
	Iteration 245Q: 3 clusters Score -3.438843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -34388420.000000 Penalty: 6168.249023
	Iteration 246Q: 3 clusters Score -3.438842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167387 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -34388424.000000 Penalty: 6168.249023
	Iteration 247Q: 3 clusters Score -3.438842e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -34388432.000000 Penalty: 6168.249023
	Iteration 248Q: 3 clusters Score -3.438843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -34388424.000000 Penalty: 6168.249023
	Iteration 249Q: 3 clusters Score -3.438842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -34388416.000000 Penalty: 6168.249023
	Iteration 250Q: 3 clusters Score -3.438842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -34388420.000000 Penalty: 6168.249023
	Iteration 251Q: 3 clusters Score -3.438842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167253 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -34388420.000000 Penalty: 6168.249023
	Iteration 252Q: 3 clusters Score -3.438842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -34388472.000000 Penalty: 6168.249023
	Iteration 253Q: 3 clusters Score -3.438847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -34388432.000000 Penalty: 6168.249023
	Iteration 254Q: 3 clusters Score -3.438843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -34388444.000000 Penalty: 6168.249023
	Iteration 255Q: 3 clusters Score -3.438844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167199 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -34388460.000000 Penalty: 6168.249023
	Iteration 256Q: 3 clusters Score -3.438846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -34388476.000000 Penalty: 6168.249023
	Iteration 257Q: 3 clusters Score -3.438848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -34388460.000000 Penalty: 6168.249023
	Iteration 258Q: 3 clusters Score -3.438846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167121 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -34388460.000000 Penalty: 6168.249023
	Iteration 259Q: 3 clusters Score -3.438846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -34388432.000000 Penalty: 6168.249023
	Iteration 260F: 3 clusters Score -3.438843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -34388436.000000 Penalty: 6168.249023
	Iteration 261Q: 3 clusters Score -3.438844e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -34388436.000000 Penalty: 6168.249023
	Iteration 262Q: 3 clusters Score -3.438844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -34388452.000000 Penalty: 6168.249023
	Iteration 263Q: 3 clusters Score -3.438845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -34388436.000000 Penalty: 6168.249023
	Iteration 264Q: 3 clusters Score -3.438844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -34388456.000000 Penalty: 6168.249023
	Iteration 265Q: 3 clusters Score -3.438846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -34388460.000000 Penalty: 6168.249023
	Iteration 266Q: 3 clusters Score -3.438846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -34388452.000000 Penalty: 6168.249023
	Iteration 267Q: 3 clusters Score -3.438845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -34388436.000000 Penalty: 6168.249023
	Iteration 268Q: 3 clusters Score -3.438844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -34388424.000000 Penalty: 6168.249023
	Iteration 269Q: 3 clusters Score -3.438842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -34388420.000000 Penalty: 6168.249023
	Iteration 270Q: 3 clusters Score -3.438842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -34388452.000000 Penalty: 6168.249023
	Iteration 271Q: 3 clusters Score -3.438845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -34388424.000000 Penalty: 6168.249023
	Iteration 272Q: 3 clusters Score -3.438842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -34388448.000000 Penalty: 6168.249023
	Iteration 273Q: 3 clusters Score -3.438845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -34388440.000000 Penalty: 6168.249023
	Iteration 274Q: 3 clusters Score -3.438844e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -34388424.000000 Penalty: 6168.249023
	Iteration 275Q: 3 clusters Score -3.438842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -34388440.000000 Penalty: 6168.249023
	Iteration 276Q: 3 clusters Score -3.438844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -34388396.000000 Penalty: 6168.249023
	Iteration 277Q: 3 clusters Score -3.43884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -34388392.000000 Penalty: 6168.249023
	Iteration 278Q: 3 clusters Score -3.438839e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -34388380.000000 Penalty: 6168.249023
	Iteration 279Q: 3 clusters Score -3.438838e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -34388348.000000 Penalty: 6168.249023
	Iteration 280F: 3 clusters Score -3.438835e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -34388368.000000 Penalty: 6168.249023
	Iteration 281Q: 3 clusters Score -3.438837e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -34388388.000000 Penalty: 6168.249023
	Iteration 282Q: 3 clusters Score -3.438839e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166531 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -34388396.000000 Penalty: 6168.249023
	Iteration 283Q: 3 clusters Score -3.43884e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166475 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -34388376.000000 Penalty: 6168.249023
	Iteration 284Q: 3 clusters Score -3.438838e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -34388332.000000 Penalty: 6168.249023
	Iteration 285Q: 3 clusters Score -3.438833e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -34388332.000000 Penalty: 6168.249023
	Iteration 286Q: 3 clusters Score -3.438833e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -34388312.000000 Penalty: 6168.249023
	Iteration 287Q: 3 clusters Score -3.438831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -34388336.000000 Penalty: 6168.249023
	Iteration 288Q: 3 clusters Score -3.438834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -34388292.000000 Penalty: 6168.249023
	Iteration 289Q: 3 clusters Score -3.438829e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -34388332.000000 Penalty: 6168.249023
	Iteration 290Q: 3 clusters Score -3.438833e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -34388404.000000 Penalty: 6168.249023
	Iteration 291Q: 3 clusters Score -3.43884e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -34388344.000000 Penalty: 6168.249023
	Iteration 292Q: 3 clusters Score -3.438834e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -34388308.000000 Penalty: 6168.249023
	Iteration 293Q: 3 clusters Score -3.438831e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166039 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -34388324.000000 Penalty: 6168.249023
	Iteration 294Q: 3 clusters Score -3.438832e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -34388328.000000 Penalty: 6168.249023
	Iteration 295Q: 3 clusters Score -3.438833e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -34388336.000000 Penalty: 6168.249023
	Iteration 296Q: 3 clusters Score -3.438834e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -34388304.000000 Penalty: 6168.249023
	Iteration 297Q: 3 clusters Score -3.43883e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -34388296.000000 Penalty: 6168.249023
	Iteration 298Q: 3 clusters Score -3.43883e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -34388248.000000 Penalty: 6168.249023
	Iteration 299Q: 3 clusters Score -3.438825e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -34388216.000000 Penalty: 6168.249023
	Iteration 300F: 3 clusters Score -3.438822e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -34388204.000000 Penalty: 6168.249023
	Iteration 301Q: 3 clusters Score -3.43882e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -34388180.000000 Penalty: 6168.249023
	Iteration 302Q: 3 clusters Score -3.438818e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -34388176.000000 Penalty: 6168.249023
	Iteration 303Q: 3 clusters Score -3.438818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -34388176.000000 Penalty: 6168.249023
	Iteration 304Q: 3 clusters Score -3.438818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -34388128.000000 Penalty: 6168.249023
	Iteration 305Q: 3 clusters Score -3.438813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -34388168.000000 Penalty: 6168.249023
	Iteration 306Q: 3 clusters Score -3.438817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165208 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -34388172.000000 Penalty: 6168.249023
	Iteration 307Q: 3 clusters Score -3.438817e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -34388128.000000 Penalty: 6168.249023
	Iteration 308Q: 3 clusters Score -3.438813e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -34388092.000000 Penalty: 6168.249023
	Iteration 309Q: 3 clusters Score -3.438809e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -34388100.000000 Penalty: 6168.249023
	Iteration 310Q: 3 clusters Score -3.43881e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -34388116.000000 Penalty: 6168.249023
	Iteration 311Q: 3 clusters Score -3.438812e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164922 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -34388092.000000 Penalty: 6168.249023
	Iteration 312Q: 3 clusters Score -3.438809e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164864 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -34388128.000000 Penalty: 6168.249023
	Iteration 313Q: 3 clusters Score -3.438813e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -34388132.000000 Penalty: 6168.249023
	Iteration 314Q: 3 clusters Score -3.438813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -34388124.000000 Penalty: 6168.249023
	Iteration 315Q: 3 clusters Score -3.438812e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -34388108.000000 Penalty: 6168.249023
	Iteration 316Q: 3 clusters Score -3.438811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -34388080.000000 Penalty: 6168.249023
	Iteration 317Q: 3 clusters Score -3.438808e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -34388044.000000 Penalty: 6168.249023
	Iteration 318Q: 3 clusters Score -3.438804e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -34388040.000000 Penalty: 6168.249023
	Iteration 319Q: 3 clusters Score -3.438804e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -34388020.000000 Penalty: 6168.249023
	Iteration 320F: 3 clusters Score -3.438802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -34387960.000000 Penalty: 6168.249023
	Iteration 321Q: 3 clusters Score -3.438796e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -34387956.000000 Penalty: 6168.249023
	Iteration 322Q: 3 clusters Score -3.438796e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 323Q: 3 clusters Score -3.438797e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -34387956.000000 Penalty: 6168.249023
	Iteration 324Q: 3 clusters Score -3.438796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -34387960.000000 Penalty: 6168.249023
	Iteration 325Q: 3 clusters Score -3.438796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -34387956.000000 Penalty: 6168.249023
	Iteration 326Q: 3 clusters Score -3.438796e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164069 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 327Q: 3 clusters Score -3.438797e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 328Q: 3 clusters Score -3.438797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 329Q: 3 clusters Score -3.438797e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 330Q: 3 clusters Score -3.438797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163810 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -34387912.000000 Penalty: 6168.249023
	Iteration 331Q: 3 clusters Score -3.438791e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -34387944.000000 Penalty: 6168.249023
	Iteration 332Q: 3 clusters Score -3.438794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -34387932.000000 Penalty: 6168.249023
	Iteration 333Q: 3 clusters Score -3.438793e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -34387928.000000 Penalty: 6168.249023
	Iteration 334Q: 3 clusters Score -3.438793e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -34387960.000000 Penalty: 6168.249023
	Iteration 335Q: 3 clusters Score -3.438796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -34387948.000000 Penalty: 6168.249023
	Iteration 336Q: 3 clusters Score -3.438795e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -34387948.000000 Penalty: 6168.249023
	Iteration 337Q: 3 clusters Score -3.438795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -34387964.000000 Penalty: 6168.249023
	Iteration 338Q: 3 clusters Score -3.438796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -34387960.000000 Penalty: 6168.249023
	Iteration 339Q: 3 clusters Score -3.438796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -34387956.000000 Penalty: 6168.249023
	Iteration 340F: 3 clusters Score -3.438796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -34387976.000000 Penalty: 6168.249023
	Iteration 341Q: 3 clusters Score -3.438798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -34387976.000000 Penalty: 6168.249023
	Iteration 342Q: 3 clusters Score -3.438798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -34387960.000000 Penalty: 6168.249023
	Iteration 343Q: 3 clusters Score -3.438796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -34387968.000000 Penalty: 6168.249023
	Iteration 344Q: 3 clusters Score -3.438797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -34387956.000000 Penalty: 6168.249023
	Iteration 345Q: 3 clusters Score -3.438796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -34387952.000000 Penalty: 6168.249023
	Iteration 346Q: 3 clusters Score -3.438795e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -3.438796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163247 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -34387908.000000 Penalty: 6168.249023
	Iteration 348Q: 3 clusters Score -3.438791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163211 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -34387924.000000 Penalty: 6168.249023
	Iteration 349Q: 3 clusters Score -3.438792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -34387876.000000 Penalty: 6168.249023
	Iteration 350Q: 3 clusters Score -3.438788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -34387836.000000 Penalty: 6168.249023
	Iteration 351Q: 3 clusters Score -3.438784e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -34387792.000000 Penalty: 6168.249023
	Iteration 352Q: 3 clusters Score -3.438779e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163018 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -34387764.000000 Penalty: 6168.249023
	Iteration 353Q: 3 clusters Score -3.438776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -34387784.000000 Penalty: 6168.249023
	Iteration 354Q: 3 clusters Score -3.438778e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -3.438778e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162835 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -34387752.000000 Penalty: 6168.249023
	Iteration 356Q: 3 clusters Score -3.438775e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -3.438775e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -34387768.000000 Penalty: 6168.249023
	Iteration 358Q: 3 clusters Score -3.438777e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162628 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -3.438776e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -34387760.000000 Penalty: 6168.249023
	Iteration 360F: 3 clusters Score -3.438776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -3.438774e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -34387724.000000 Penalty: 6168.249023
	Iteration 362Q: 3 clusters Score -3.438772e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162301 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 363Q: 3 clusters Score -3.438774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -3.438772e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -34387748.000000 Penalty: 6168.249023
	Iteration 365Q: 3 clusters Score -3.438775e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -34387696.000000 Penalty: 6168.249023
	Iteration 366Q: 3 clusters Score -3.43877e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161963 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -34387708.000000 Penalty: 6168.249023
	Iteration 367Q: 3 clusters Score -3.438771e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -3.438771e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -3.43877e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -3.43877e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -34387684.000000 Penalty: 6168.249023
	Iteration 371Q: 3 clusters Score -3.438768e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -3.43877e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161357 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -3.438767e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -3.43877e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -34387716.000000 Penalty: 6168.249023
	Iteration 375Q: 3 clusters Score -3.438772e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -34387672.000000 Penalty: 6168.249023
	Iteration 376Q: 3 clusters Score -3.438767e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160915 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -34387704.000000 Penalty: 6168.249023
	Iteration 377Q: 3 clusters Score -3.43877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -3.43877e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160642 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 379Q: 3 clusters Score -3.438774e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -34387792.000000 Penalty: 6168.249023
	Iteration 380F: 3 clusters Score -3.438779e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160420 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -34387816.000000 Penalty: 6168.249023
	Iteration 381Q: 3 clusters Score -3.438782e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -3.43878e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160153 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -3.438779e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -34387832.000000 Penalty: 6168.249023
	Iteration 384Q: 3 clusters Score -3.438783e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -3.438778e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -34387744.000000 Penalty: 6168.249023
	Iteration 386Q: 3 clusters Score -3.438774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -3.438775e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -3.438777e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159647 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -3.438774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -34387736.000000 Penalty: 6168.249023
	Iteration 390Q: 3 clusters Score -3.438774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -34387780.000000 Penalty: 6168.249023
	Iteration 391Q: 3 clusters Score -3.438778e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -34387784.000000 Penalty: 6168.249023
	Iteration 392Q: 3 clusters Score -3.438778e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -34387800.000000 Penalty: 6168.249023
	Iteration 393Q: 3 clusters Score -3.43878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159295 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -34387820.000000 Penalty: 6168.249023
	Iteration 394Q: 3 clusters Score -3.438782e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 395Q: 3 clusters Score -3.438774e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159182 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -3.438774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -3.43877e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -3.438768e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -3.43877e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158888 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -34387696.000000 Penalty: 6168.249023
	Iteration 400F: 3 clusters Score -3.43877e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -3.438768e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158714 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -34387644.000000 Penalty: 6168.249023
	Iteration 402Q: 3 clusters Score -3.438764e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -34387632.000000 Penalty: 6168.249023
	Iteration 403Q: 3 clusters Score -3.438763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -3.438764e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -34387684.000000 Penalty: 6168.249023
	Iteration 405Q: 3 clusters Score -3.438768e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -34387652.000000 Penalty: 6168.249023
	Iteration 406Q: 3 clusters Score -3.438765e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -3.438764e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -3.438766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -34387656.000000 Penalty: 6168.249023
	Iteration 409Q: 3 clusters Score -3.438766e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -34387636.000000 Penalty: 6168.249023
	Iteration 410Q: 3 clusters Score -3.438764e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -3.43876e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -3.438758e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -34387668.000000 Penalty: 6168.249023
	Iteration 413Q: 3 clusters Score -3.438767e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158229 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -34387656.000000 Penalty: 6168.249023
	Iteration 414Q: 3 clusters Score -3.438766e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158195 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -3.438765e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -34387672.000000 Penalty: 6168.249023
	Iteration 416Q: 3 clusters Score -3.438767e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -3.438765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -34387664.000000 Penalty: 6168.249023
	Iteration 418Q: 3 clusters Score -3.438766e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -34387652.000000 Penalty: 6168.249023
	Iteration 419Q: 3 clusters Score -3.438765e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -34387676.000000 Penalty: 6168.249023
	Iteration 420F: 3 clusters Score -3.438768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 421Q: 3 clusters Score -3.438769e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -34387788.000000 Penalty: 6168.249023
	Iteration 422Q: 3 clusters Score -3.438779e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157803 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -34387756.000000 Penalty: 6168.249023
	Iteration 423Q: 3 clusters Score -3.438776e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -34387736.000000 Penalty: 6168.249023
	Iteration 424Q: 3 clusters Score -3.438774e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -34387716.000000 Penalty: 6168.249023
	Iteration 425Q: 3 clusters Score -3.438772e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 426Q: 3 clusters Score -3.438769e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -34387688.000000 Penalty: 6168.249023
	Iteration 427Q: 3 clusters Score -3.438769e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 428Q: 3 clusters Score -3.438774e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 429Q: 3 clusters Score -3.438774e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -34387696.000000 Penalty: 6168.249023
	Iteration 430Q: 3 clusters Score -3.43877e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -34387720.000000 Penalty: 6168.249023
	Iteration 431Q: 3 clusters Score -3.438772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -34387644.000000 Penalty: 6168.249023
	Iteration 432Q: 3 clusters Score -3.438764e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -34387680.000000 Penalty: 6168.249023
	Iteration 433Q: 3 clusters Score -3.438768e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -34387636.000000 Penalty: 6168.249023
	Iteration 434Q: 3 clusters Score -3.438764e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157178 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -34387624.000000 Penalty: 6168.249023
	Iteration 435Q: 3 clusters Score -3.438762e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 436Q: 3 clusters Score -3.438769e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 437Q: 3 clusters Score -3.438769e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -34387704.000000 Penalty: 6168.249023
	Iteration 438Q: 3 clusters Score -3.43877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -34387696.000000 Penalty: 6168.249023
	Iteration 439Q: 3 clusters Score -3.43877e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -34387708.000000 Penalty: 6168.249023
	Iteration 440F: 3 clusters Score -3.438771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 441Q: 3 clusters Score -3.438769e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -34387664.000000 Penalty: 6168.249023
	Iteration 442Q: 3 clusters Score -3.438766e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -34387668.000000 Penalty: 6168.249023
	Iteration 443Q: 3 clusters Score -3.438767e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156892 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -34387664.000000 Penalty: 6168.249023
	Iteration 444Q: 3 clusters Score -3.438766e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -34387648.000000 Penalty: 6168.249023
	Iteration 445Q: 3 clusters Score -3.438765e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -34387632.000000 Penalty: 6168.249023
	Iteration 446Q: 3 clusters Score -3.438763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -34387660.000000 Penalty: 6168.249023
	Iteration 447Q: 3 clusters Score -3.438766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -34387604.000000 Penalty: 6168.249023
	Iteration 448Q: 3 clusters Score -3.43876e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -3.438765e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -34387664.000000 Penalty: 6168.249023
	Iteration 450Q: 3 clusters Score -3.438766e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156607 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -34387692.000000 Penalty: 6168.249023
	Iteration 451Q: 3 clusters Score -3.438769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -34387680.000000 Penalty: 6168.249023
	Iteration 452Q: 3 clusters Score -3.438768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -34387660.000000 Penalty: 6168.249023
	Iteration 453Q: 3 clusters Score -3.438766e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -34387632.000000 Penalty: 6168.249023
	Iteration 454Q: 3 clusters Score -3.438763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -34387660.000000 Penalty: 6168.249023
	Iteration 455Q: 3 clusters Score -3.438766e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -34387696.000000 Penalty: 6168.249023
	Iteration 456Q: 3 clusters Score -3.43877e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -34387660.000000 Penalty: 6168.249023
	Iteration 457Q: 3 clusters Score -3.438766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156328 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -34387684.000000 Penalty: 6168.249023
	Iteration 458Q: 3 clusters Score -3.438768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -34387716.000000 Penalty: 6168.249023
	Iteration 459Q: 3 clusters Score -3.438772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -34387720.000000 Penalty: 6168.249023
	Iteration 460F: 3 clusters Score -3.438772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -34387708.000000 Penalty: 6168.249023
	Iteration 461Q: 3 clusters Score -3.438771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156172 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -34387744.000000 Penalty: 6168.249023
	Iteration 462Q: 3 clusters Score -3.438774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -34387744.000000 Penalty: 6168.249023
	Iteration 463Q: 3 clusters Score -3.438774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -34387736.000000 Penalty: 6168.249023
	Iteration 464Q: 3 clusters Score -3.438774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 465Q: 3 clusters Score -3.438774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -34387732.000000 Penalty: 6168.249023
	Iteration 466Q: 3 clusters Score -3.438773e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -34387748.000000 Penalty: 6168.249023
	Iteration 467Q: 3 clusters Score -3.438775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -34387776.000000 Penalty: 6168.249023
	Iteration 468Q: 3 clusters Score -3.438778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -34387768.000000 Penalty: 6168.249023
	Iteration 469Q: 3 clusters Score -3.438777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -34387764.000000 Penalty: 6168.249023
	Iteration 470Q: 3 clusters Score -3.438776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155893 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -34387760.000000 Penalty: 6168.249023
	Iteration 471Q: 3 clusters Score -3.438776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -34387736.000000 Penalty: 6168.249023
	Iteration 472Q: 3 clusters Score -3.438774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -34387752.000000 Penalty: 6168.249023
	Iteration 473Q: 3 clusters Score -3.438775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -34387772.000000 Penalty: 6168.249023
	Iteration 474Q: 3 clusters Score -3.438777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -34387768.000000 Penalty: 6168.249023
	Iteration 475Q: 3 clusters Score -3.438777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -34387760.000000 Penalty: 6168.249023
	Iteration 476Q: 3 clusters Score -3.438776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -34387756.000000 Penalty: 6168.249023
	Iteration 477Q: 3 clusters Score -3.438776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -34387748.000000 Penalty: 6168.249023
	Iteration 478Q: 3 clusters Score -3.438775e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155692 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -34387752.000000 Penalty: 6168.249023
	Iteration 479Q: 3 clusters Score -3.438775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 480F: 3 clusters Score -3.438774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -34387760.000000 Penalty: 6168.249023
	Iteration 481Q: 3 clusters Score -3.438776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -34387752.000000 Penalty: 6168.249023
	Iteration 482Q: 3 clusters Score -3.438775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -34387756.000000 Penalty: 6168.249023
	Iteration 483Q: 3 clusters Score -3.438776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -34387756.000000 Penalty: 6168.249023
	Iteration 484Q: 3 clusters Score -3.438776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -34387756.000000 Penalty: 6168.249023
	Iteration 485Q: 3 clusters Score -3.438776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -34387788.000000 Penalty: 6168.249023
	Iteration 486Q: 3 clusters Score -3.438779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -34387764.000000 Penalty: 6168.249023
	Iteration 487Q: 3 clusters Score -3.438776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -34387760.000000 Penalty: 6168.249023
	Iteration 488Q: 3 clusters Score -3.438776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -34387772.000000 Penalty: 6168.249023
	Iteration 489Q: 3 clusters Score -3.438777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -34387752.000000 Penalty: 6168.249023
	Iteration 490Q: 3 clusters Score -3.438775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 491Q: 3 clusters Score -3.438774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -34387740.000000 Penalty: 6168.249023
	Iteration 492Q: 3 clusters Score -3.438774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -34387776.000000 Penalty: 6168.249023
	Iteration 493Q: 3 clusters Score -3.438778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -34387764.000000 Penalty: 6168.249023
	Iteration 494Q: 3 clusters Score -3.438776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -34387776.000000 Penalty: 6168.249023
	Iteration 495Q: 3 clusters Score -3.438778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -34387784.000000 Penalty: 6168.249023
	Iteration 496Q: 3 clusters Score -3.438778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -34387780.000000 Penalty: 6168.249023
	Iteration 497Q: 3 clusters Score -3.438778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -34387764.000000 Penalty: 6168.249023
	Iteration 498Q: 3 clusters Score -3.438776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -34387788.000000 Penalty: 6168.249023
	Iteration 499Q: 3 clusters Score -3.438779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155348 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -34387776.000000 Penalty: 6168.249023
	Iteration 500F: 3 clusters Score -3.438778e+07 nChanged 22
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68286.804688 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68286.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68507.945312 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68507.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68576.078125 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -68576.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68609.546875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68609.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68648.296875 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68670.250000 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68670.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68687.648438 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68687.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68715.476562 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68715.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68754.898438 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68795.218750 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68795.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68819.500000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68829.640625 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -68829.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68838.578125 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -68838.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68849.671875 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -68849.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68863.187500 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -68863.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68864.070312 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -68864.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68864.070312 Penalty: 3151.767578
	Iteration 16F: 3 clusters Score -68864.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -744303.562500 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -744303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -739449.500000 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -739449.5 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -740629.312500 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -740629.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -740895.875000 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -740895.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -741106.562500 Penalty: 4280.738770
	Iteration 3F: 3 clusters Score -741106.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -741357.437500 Penalty: 4280.738770
	Iteration 4F: 3 clusters Score -741357.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -741676.312500 Penalty: 4280.738770
	Iteration 5F: 3 clusters Score -741676.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -741998.125000 Penalty: 4280.738770
	Iteration 6F: 3 clusters Score -741998.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -742275.500000 Penalty: 4280.738770
	Iteration 7F: 3 clusters Score -742275.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -742452.375000 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -742452.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -742569.125000 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -742569.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -742653.562500 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -742653.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -742710.062500 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -742710.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -742740.437500 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -742740.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -742764.937500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -742764.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -742779.437500 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -742779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -742787.687500 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -742787.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -742797.437500 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -742797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -742805.312500 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -742805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -742817.812500 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -742817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -742823.937500 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -742823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -742826.562500 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -742826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -742830.000000 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -742830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -742831.437500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -742831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -742836.562500 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -742836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -742839.187500 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -742839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -742839.812500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -742839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -742841.937500 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -742841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -742845.312500 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -742845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -742844.187500 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -742844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -742844.187500 Penalty: 4280.738770
	Iteration 29F: 3 clusters Score -742844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185251.531250 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182994.718750 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -182994.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183512.656250 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183512.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -183710.421875 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183710.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183916.171875 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -183916.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184020.765625 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -184020.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184092.078125 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -184092.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -184136.906250 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184136.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184188.109375 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184188.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184223.765625 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184223.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -184250.750000 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -184280.140625 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184280.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184314.484375 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -184339.593750 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184339.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184369.484375 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184369.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -184390.843750 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184390.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -184404.375000 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184417.406250 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -184429.796875 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -184436.484375 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -184442.296875 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184447.984375 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184457.625000 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -184457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -184460.250000 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -184460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -184462.421875 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -184462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -184462.671875 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -184462.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -184462.671875 Penalty: 3645.537354
	Iteration 25F: 3 clusters Score -184462.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -957454.812500 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -957454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -951689.750000 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -951689.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -953188.000000 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -953188 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -953404.000000 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -953404 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -953559.437500 Penalty: 4393.468750
	Iteration 3Q: 3 clusters Score -953559.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -953671.937500 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -953671.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -953743.062500 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -953743.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -953809.312500 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -953809.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -953874.562500 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -953874.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -953933.000000 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -953933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -953988.875000 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -953988.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -954054.500000 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -954054.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -954131.000000 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -954131 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -954207.375000 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -954207.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -954298.875000 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -954298.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -954377.375000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -954377.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -954457.250000 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -954457.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -954557.500000 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -954557.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -954677.750000 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -954677.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -954796.687500 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -954796.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -954912.437500 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -954912.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -955030.500000 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -955030.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -955143.062500 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -955143.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -955245.312500 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -955245.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -955322.687500 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -955322.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -955380.562500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -955380.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -955429.125000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -955429.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -955461.312500 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -955461.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -955491.562500 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -955491.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -955517.687500 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -955517.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -955528.312500 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -955528.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -955542.750000 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -955542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -955548.687500 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -955548.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -955560.250000 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -955560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -955572.187500 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -955572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -955577.500000 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -955577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -955582.625000 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -955582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -955584.062500 Penalty: 4393.468750
	Iteration 36Q: 3 clusters Score -955584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -955586.500000 Penalty: 4393.468750
	Iteration 37Q: 3 clusters Score -955586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -955586.062500 Penalty: 4393.468750
	Iteration 38Q: 3 clusters Score -955586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -955586.062500 Penalty: 4393.468750
	Iteration 39F: 3 clusters Score -955586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141664 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133589 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36362 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251698 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 199Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141670 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133590 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36361 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251692 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 200F: 29 clusters Score -1.341373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141674 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106814 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58500 members 
Mstep: Class 15 contains 133591 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36359 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251689 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 201Q: 29 clusters Score -1.341373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141677 members 
Mstep: Class 8 contains 24201 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133595 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36357 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251687 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137360.000000 Penalty: 96006.398438
Iteration 202Q: 29 clusters Score -1.341374e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106811 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58499 members 
Mstep: Class 15 contains 133600 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36357 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251681 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137384.000000 Penalty: 96006.398438
Iteration 203Q: 29 clusters Score -1.341374e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106809 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58498 members 
Mstep: Class 15 contains 133604 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36357 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251679 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137360.000000 Penalty: 96006.398438
Iteration 204Q: 29 clusters Score -1.341374e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141679 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106808 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58500 members 
Mstep: Class 15 contains 133606 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36357 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251675 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137392.000000 Penalty: 96006.398438
Iteration 205Q: 29 clusters Score -1.341374e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106808 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133605 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93520 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36357 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251672 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137376.000000 Penalty: 96006.398438
Iteration 206Q: 29 clusters Score -1.341374e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133608 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36356 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251671 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137352.000000 Penalty: 96006.398438
Iteration 207Q: 29 clusters Score -1.341374e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133610 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36355 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251670 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 208Q: 29 clusters Score -1.341374e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141678 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133615 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36355 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251665 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 209Q: 29 clusters Score -1.341374e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141679 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 133621 members 
Mstep: Class 16 contains 13680 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36355 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251658 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 210Q: 29 clusters Score -1.341373e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58502 members 
Mstep: Class 15 contains 133622 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36355 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251651 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 211Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141683 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58505 members 
Mstep: Class 15 contains 133619 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36353 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251649 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137376.000000 Penalty: 96006.398438
Iteration 212Q: 29 clusters Score -1.341374e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141687 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58505 members 
Mstep: Class 15 contains 133620 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36351 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251645 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137368.000000 Penalty: 96006.398438
Iteration 213Q: 29 clusters Score -1.341374e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141689 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58505 members 
Mstep: Class 15 contains 133623 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93519 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251640 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137376.000000 Penalty: 96006.398438
Iteration 214Q: 29 clusters Score -1.341374e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141686 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58507 members 
Mstep: Class 15 contains 133628 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36348 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251640 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137336.000000 Penalty: 96006.398438
Iteration 215Q: 29 clusters Score -1.341373e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141685 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58508 members 
Mstep: Class 15 contains 133631 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36347 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251640 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137352.000000 Penalty: 96006.398438
Iteration 216Q: 29 clusters Score -1.341374e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141684 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58508 members 
Mstep: Class 15 contains 133635 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36346 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251641 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 217Q: 29 clusters Score -1.341373e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141683 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58509 members 
Mstep: Class 15 contains 133638 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36345 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251639 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 218Q: 29 clusters Score -1.341373e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141683 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58510 members 
Mstep: Class 15 contains 133637 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36344 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251640 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 219Q: 29 clusters Score -1.341373e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141683 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58511 members 
Mstep: Class 15 contains 133640 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36344 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251636 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137304.000000 Penalty: 96006.398438
Iteration 220F: 29 clusters Score -1.341373e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58511 members 
Mstep: Class 15 contains 133642 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36343 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251636 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 221Q: 29 clusters Score -1.341373e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106806 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58512 members 
Mstep: Class 15 contains 133642 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251636 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137320.000000 Penalty: 96006.398438
Iteration 222Q: 29 clusters Score -1.341373e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 133643 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 223Q: 29 clusters Score -1.341373e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 133643 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137328.000000 Penalty: 96006.398438
Iteration 224F: 29 clusters Score -1.341373e+08 nChanged 0
Entering ConstructFrom: 
Score: -134137328.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162300.171875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160238.359375 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160238.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160973.109375 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160973.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162075.343750 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -162075.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162647.562500 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -162647.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -162922.687500 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -162922.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -163050.734375 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -163050.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -163154.484375 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -163154.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163198.828125 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -163198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -163238.140625 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -163238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -163284.078125 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -163284.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -163338.046875 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -163406.234375 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163406.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -163461.781250 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163461.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -163491.062500 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -163503.765625 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -163507.765625 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -163507.765625 Penalty: 3568.068359
	Iteration 16F: 3 clusters Score -163507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 133643 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 957 members 
Entering Unmasked Estep 
Score: -134136760.000000 Penalty: 99435.203125
Splitting cluster 1 changes total score from -134137328.000000 to -134136760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Entering Unmasked Estep 
Score: -2409791.000000 Penalty: 2422.920898
	Iteration 0F: 2 clusters Score -2409791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2397245.000000 Penalty: 4845.841797
	Iteration 0F: 3 clusters Score -2397245 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2401407.250000 Penalty: 4845.841797
	Iteration 1F: 3 clusters Score -2401407 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2401760.000000 Penalty: 4845.841797
	Iteration 2F: 3 clusters Score -2401760 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2402020.500000 Penalty: 4845.841797
	Iteration 3Q: 3 clusters Score -2402020 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2402239.250000 Penalty: 4845.841797
	Iteration 4Q: 3 clusters Score -2402239 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2402432.500000 Penalty: 4845.841797
	Iteration 5Q: 3 clusters Score -2402432 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2402640.500000 Penalty: 4845.841797
	Iteration 6Q: 3 clusters Score -2402640 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2402874.250000 Penalty: 4845.841797
	Iteration 7Q: 3 clusters Score -2402874 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2403186.000000 Penalty: 4845.841797
	Iteration 8Q: 3 clusters Score -2403186 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2403604.000000 Penalty: 4845.841797
	Iteration 9Q: 3 clusters Score -2403604 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2404228.250000 Penalty: 4845.841797
	Iteration 10F: 3 clusters Score -2404228 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2405064.250000 Penalty: 4845.841797
	Iteration 11F: 3 clusters Score -2405064 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2405983.750000 Penalty: 4845.841797
	Iteration 12F: 3 clusters Score -2405984 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2406720.750000 Penalty: 4845.841797
	Iteration 13Q: 3 clusters Score -2406721 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2407174.000000 Penalty: 4845.841797
	Iteration 14Q: 3 clusters Score -2407174 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2407453.250000 Penalty: 4845.841797
	Iteration 15Q: 3 clusters Score -2407453 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2407606.250000 Penalty: 4845.841797
	Iteration 16Q: 3 clusters Score -2407606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2407707.250000 Penalty: 4845.841797
	Iteration 17Q: 3 clusters Score -2407707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2407754.750000 Penalty: 4845.841797
	Iteration 18Q: 3 clusters Score -2407755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2407788.500000 Penalty: 4845.841797
	Iteration 19Q: 3 clusters Score -2407788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2407807.750000 Penalty: 4845.841797
	Iteration 20F: 3 clusters Score -2407808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2407820.250000 Penalty: 4845.841797
	Iteration 21Q: 3 clusters Score -2407820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2407835.250000 Penalty: 4845.841797
	Iteration 22Q: 3 clusters Score -2407835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2407843.000000 Penalty: 4845.841797
	Iteration 23Q: 3 clusters Score -2407843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2407852.750000 Penalty: 4845.841797
	Iteration 24Q: 3 clusters Score -2407853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2407861.500000 Penalty: 4845.841797
	Iteration 25Q: 3 clusters Score -2407862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2407874.500000 Penalty: 4845.841797
	Iteration 26Q: 3 clusters Score -2407874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2407878.250000 Penalty: 4845.841797
	Iteration 27Q: 3 clusters Score -2407878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2407882.750000 Penalty: 4845.841797
	Iteration 28Q: 3 clusters Score -2407883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2407885.000000 Penalty: 4845.841797
	Iteration 29Q: 3 clusters Score -2407885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2407893.250000 Penalty: 4845.841797
	Iteration 30Q: 3 clusters Score -2407893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2407894.500000 Penalty: 4845.841797
	Iteration 31Q: 3 clusters Score -2407894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2407899.750000 Penalty: 4845.841797
	Iteration 32Q: 3 clusters Score -2407900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2407898.000000 Penalty: 4845.841797
	Iteration 33Q: 3 clusters Score -2407898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2407900.250000 Penalty: 4845.841797
	Iteration 34Q: 3 clusters Score -2407900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2407900.750000 Penalty: 4845.841797
	Iteration 35Q: 3 clusters Score -2407901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2407901.000000 Penalty: 4845.841797
	Iteration 36Q: 3 clusters Score -2407901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2407901.000000 Penalty: 4845.841797
	Iteration 37F: 3 clusters Score -2407901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -405253.468750 Penalty: 1992.186401
	Iteration 0F: 2 clusters Score -405253.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -401935.875000 Penalty: 3984.372803
	Iteration 0F: 3 clusters Score -401935.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -402564.000000 Penalty: 3984.372803
	Iteration 1F: 3 clusters Score -402564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402716.312500 Penalty: 3984.372803
	Iteration 2F: 3 clusters Score -402716.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -402818.656250 Penalty: 3984.372803
	Iteration 3Q: 3 clusters Score -402818.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -402896.250000 Penalty: 3984.372803
	Iteration 4Q: 3 clusters Score -402896.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -402954.343750 Penalty: 3984.372803
	Iteration 5Q: 3 clusters Score -402954.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -403028.875000 Penalty: 3984.372803
	Iteration 6Q: 3 clusters Score -403028.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -403113.218750 Penalty: 3984.372803
	Iteration 7Q: 3 clusters Score -403113.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -403188.781250 Penalty: 3984.372803
	Iteration 8Q: 3 clusters Score -403188.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -403270.812500 Penalty: 3984.372803
	Iteration 9Q: 3 clusters Score -403270.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -403334.031250 Penalty: 3984.372803
	Iteration 10Q: 3 clusters Score -403334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403399.437500 Penalty: 3984.372803
	Iteration 11Q: 3 clusters Score -403399.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -403478.843750 Penalty: 3984.372803
	Iteration 12Q: 3 clusters Score -403478.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -403542.406250 Penalty: 3984.372803
	Iteration 13Q: 3 clusters Score -403542.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -403593.562500 Penalty: 3984.372803
	Iteration 14Q: 3 clusters Score -403593.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403626.781250 Penalty: 3984.372803
	Iteration 15Q: 3 clusters Score -403626.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -403648.312500 Penalty: 3984.372803
	Iteration 16Q: 3 clusters Score -403648.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -403664.687500 Penalty: 3984.372803
	Iteration 17Q: 3 clusters Score -403664.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -403682.625000 Penalty: 3984.372803
	Iteration 18Q: 3 clusters Score -403682.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -403699.843750 Penalty: 3984.372803
	Iteration 19Q: 3 clusters Score -403699.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -403714.031250 Penalty: 3984.372803
	Iteration 20F: 3 clusters Score -403714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -403725.125000 Penalty: 3984.372803
	Iteration 21Q: 3 clusters Score -403725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -403734.843750 Penalty: 3984.372803
	Iteration 22Q: 3 clusters Score -403734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -403746.250000 Penalty: 3984.372803
	Iteration 23Q: 3 clusters Score -403746.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -403757.062500 Penalty: 3984.372803
	Iteration 24Q: 3 clusters Score -403757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -403766.468750 Penalty: 3984.372803
	Iteration 25Q: 3 clusters Score -403766.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -403776.718750 Penalty: 3984.372803
	Iteration 26Q: 3 clusters Score -403776.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -403786.000000 Penalty: 3984.372803
	Iteration 27Q: 3 clusters Score -403786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -403791.718750 Penalty: 3984.372803
	Iteration 28Q: 3 clusters Score -403791.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -403799.000000 Penalty: 3984.372803
	Iteration 29Q: 3 clusters Score -403799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -403803.718750 Penalty: 3984.372803
	Iteration 30Q: 3 clusters Score -403803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -403806.750000 Penalty: 3984.372803
	Iteration 31Q: 3 clusters Score -403806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -403812.343750 Penalty: 3984.372803
	Iteration 32Q: 3 clusters Score -403812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -403815.593750 Penalty: 3984.372803
	Iteration 33Q: 3 clusters Score -403815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -403818.781250 Penalty: 3984.372803
	Iteration 34Q: 3 clusters Score -403818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -403822.343750 Penalty: 3984.372803
	Iteration 35Q: 3 clusters Score -403822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -403827.468750 Penalty: 3984.372803
	Iteration 36Q: 3 clusters Score -403827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -403830.437500 Penalty: 3984.372803
	Iteration 37Q: 3 clusters Score -403830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -403831.656250 Penalty: 3984.372803
	Iteration 38Q: 3 clusters Score -403831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -403833.343750 Penalty: 3984.372803
	Iteration 39Q: 3 clusters Score -403833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -403833.281250 Penalty: 3984.372803
	Iteration 40F: 3 clusters Score -403833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -403834.250000 Penalty: 3984.372803
	Iteration 41Q: 3 clusters Score -403834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -403834.593750 Penalty: 3984.372803
	Iteration 42Q: 3 clusters Score -403834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -403834.593750 Penalty: 3984.372803
	Iteration 43F: 3 clusters Score -403834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -353158.343750 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -353158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -350167.218750 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -350167.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350751.750000 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -350751.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350862.718750 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -350862.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350917.781250 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -350917.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -350947.093750 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -350947.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350970.062500 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -350970.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350985.718750 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -350985.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -351001.312500 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -351001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -351011.843750 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -351011.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -351017.906250 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -351017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -351026.562500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -351026.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -351031.218750 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -351031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -351033.125000 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -351033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -351035.812500 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -351035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -351036.281250 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -351036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -351036.187500 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -351036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351038.875000 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -351038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -351042.000000 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -351042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -351043.656250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -351043.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351045.343750 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -351045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351046.437500 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -351046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351047.218750 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -351047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -351048.312500 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -351048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -351049.781250 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -351049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351052.687500 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -351052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -351055.125000 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -351055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -351057.062500 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -351057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -351059.031250 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -351059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -351060.281250 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -351060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -351060.781250 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -351060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -351060.781250 Penalty: 3900.561768
	Iteration 30F: 3 clusters Score -351060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150278.562500 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150278.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150589.484375 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150589.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150679.375000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150727.171875 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150727.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150754.781250 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150765.984375 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150773.843750 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150778.906250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150781.593750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150782.437500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150782.968750 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150784.671875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150784.671875 Penalty: 3480.683105
	Iteration 12F: 3 clusters Score -150784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -915967.687500 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915967.7 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -917532.000000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917532 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -917861.812500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917861.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -918140.187500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918140.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -918407.937500 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918407.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -918718.812500 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -918718.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -919095.937500 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -919095.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -919464.750000 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -919464.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -919790.062500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919790.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -919975.687500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919975.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -920072.437500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -920072.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -920120.625000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -920120.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -920144.125000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -920144.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -920154.062500 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -920154.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -920163.312500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -920163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -920166.000000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -920166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -920169.812500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -920169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -920173.937500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -920173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -920176.250000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -920176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -920178.125000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -920183.125000 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -920183.937500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -920186.875000 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -920189.875000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -920190.062500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -920189.875000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -920191.250000 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -920191.250000 Penalty: 4385.788574
	Iteration 27F: 3 clusters Score -920191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Entering Unmasked Estep 
Score: -19310666.000000 Penalty: 2941.612549
	Iteration 0F: 2 clusters Score -1.931067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -19218410.000000 Penalty: 5883.225098
	Iteration 0F: 3 clusters Score -1.921841e+07 nChanged 67534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -19257328.000000 Penalty: 5883.225098
	Iteration 1F: 3 clusters Score -1.925733e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -19257978.000000 Penalty: 5883.225098
	Iteration 2Q: 3 clusters Score -1.925798e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -19258850.000000 Penalty: 5883.225098
	Iteration 3Q: 3 clusters Score -1.925885e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -19260106.000000 Penalty: 5883.225098
	Iteration 4Q: 3 clusters Score -1.926011e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -19262196.000000 Penalty: 5883.225098
	Iteration 5Q: 3 clusters Score -1.92622e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -19265644.000000 Penalty: 5883.225098
	Iteration 6F: 3 clusters Score -1.926564e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -19271746.000000 Penalty: 5883.225098
	Iteration 7F: 3 clusters Score -1.927175e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -19280060.000000 Penalty: 5883.225098
	Iteration 8F: 3 clusters Score -1.928006e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -19289636.000000 Penalty: 5883.225098
	Iteration 9F: 3 clusters Score -1.928964e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -19297542.000000 Penalty: 5883.225098
	Iteration 10F: 3 clusters Score -1.929754e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130621 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -19302222.000000 Penalty: 5883.225098
	Iteration 11Q: 3 clusters Score -1.930222e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -19304568.000000 Penalty: 5883.225098
	Iteration 12Q: 3 clusters Score -1.930457e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -19305850.000000 Penalty: 5883.225098
	Iteration 13Q: 3 clusters Score -1.930585e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -19306656.000000 Penalty: 5883.225098
	Iteration 14Q: 3 clusters Score -1.930666e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -19307060.000000 Penalty: 5883.225098
	Iteration 15Q: 3 clusters Score -1.930706e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138271 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -19307350.000000 Penalty: 5883.225098
	Iteration 16Q: 3 clusters Score -1.930735e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -19307470.000000 Penalty: 5883.225098
	Iteration 17Q: 3 clusters Score -1.930747e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -19307592.000000 Penalty: 5883.225098
	Iteration 18Q: 3 clusters Score -1.930759e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139363 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19307754.000000 Penalty: 5883.225098
	Iteration 19Q: 3 clusters Score -1.930775e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19307814.000000 Penalty: 5883.225098
	Iteration 20F: 3 clusters Score -1.930781e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139738 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19307838.000000 Penalty: 5883.225098
	Iteration 21Q: 3 clusters Score -1.930784e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19307894.000000 Penalty: 5883.225098
	Iteration 22Q: 3 clusters Score -1.930789e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19307922.000000 Penalty: 5883.225098
	Iteration 23Q: 3 clusters Score -1.930792e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19307986.000000 Penalty: 5883.225098
	Iteration 24Q: 3 clusters Score -1.930799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -19308028.000000 Penalty: 5883.225098
	Iteration 25Q: 3 clusters Score -1.930803e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140231 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19308032.000000 Penalty: 5883.225098
	Iteration 26Q: 3 clusters Score -1.930803e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19308060.000000 Penalty: 5883.225098
	Iteration 27Q: 3 clusters Score -1.930806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140344 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19308100.000000 Penalty: 5883.225098
	Iteration 28Q: 3 clusters Score -1.93081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140382 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19308104.000000 Penalty: 5883.225098
	Iteration 29Q: 3 clusters Score -1.93081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19308112.000000 Penalty: 5883.225098
	Iteration 30Q: 3 clusters Score -1.930811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19308130.000000 Penalty: 5883.225098
	Iteration 31Q: 3 clusters Score -1.930813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19308142.000000 Penalty: 5883.225098
	Iteration 32Q: 3 clusters Score -1.930814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19308152.000000 Penalty: 5883.225098
	Iteration 33Q: 3 clusters Score -1.930815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19308172.000000 Penalty: 5883.225098
	Iteration 34Q: 3 clusters Score -1.930817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19308168.000000 Penalty: 5883.225098
	Iteration 35Q: 3 clusters Score -1.930817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19308184.000000 Penalty: 5883.225098
	Iteration 36Q: 3 clusters Score -1.930818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19308182.000000 Penalty: 5883.225098
	Iteration 37Q: 3 clusters Score -1.930818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19308192.000000 Penalty: 5883.225098
	Iteration 38Q: 3 clusters Score -1.930819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19308200.000000 Penalty: 5883.225098
	Iteration 39Q: 3 clusters Score -1.93082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19308194.000000 Penalty: 5883.225098
	Iteration 40F: 3 clusters Score -1.930819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140649 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19308222.000000 Penalty: 5883.225098
	Iteration 41Q: 3 clusters Score -1.930822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19308228.000000 Penalty: 5883.225098
	Iteration 42Q: 3 clusters Score -1.930823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140680 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19308230.000000 Penalty: 5883.225098
	Iteration 43Q: 3 clusters Score -1.930823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19308230.000000 Penalty: 5883.225098
	Iteration 44Q: 3 clusters Score -1.930823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19308232.000000 Penalty: 5883.225098
	Iteration 45Q: 3 clusters Score -1.930823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140708 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19308222.000000 Penalty: 5883.225098
	Iteration 46Q: 3 clusters Score -1.930822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19308250.000000 Penalty: 5883.225098
	Iteration 47Q: 3 clusters Score -1.930825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19308252.000000 Penalty: 5883.225098
	Iteration 48Q: 3 clusters Score -1.930825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19308272.000000 Penalty: 5883.225098
	Iteration 49Q: 3 clusters Score -1.930827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19308256.000000 Penalty: 5883.225098
	Iteration 50Q: 3 clusters Score -1.930826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19308266.000000 Penalty: 5883.225098
	Iteration 51Q: 3 clusters Score -1.930827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140756 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19308260.000000 Penalty: 5883.225098
	Iteration 52Q: 3 clusters Score -1.930826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19308258.000000 Penalty: 5883.225098
	Iteration 53Q: 3 clusters Score -1.930826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140768 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -19308264.000000 Penalty: 5883.225098
	Iteration 54Q: 3 clusters Score -1.930826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19308270.000000 Penalty: 5883.225098
	Iteration 55Q: 3 clusters Score -1.930827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19308268.000000 Penalty: 5883.225098
	Iteration 56Q: 3 clusters Score -1.930827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19308244.000000 Penalty: 5883.225098
	Iteration 57Q: 3 clusters Score -1.930824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19308234.000000 Penalty: 5883.225098
	Iteration 58Q: 3 clusters Score -1.930823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19308246.000000 Penalty: 5883.225098
	Iteration 59Q: 3 clusters Score -1.930825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19308254.000000 Penalty: 5883.225098
	Iteration 60F: 3 clusters Score -1.930825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19308242.000000 Penalty: 5883.225098
	Iteration 61Q: 3 clusters Score -1.930824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19308242.000000 Penalty: 5883.225098
	Iteration 62F: 3 clusters Score -1.930824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Entering Unmasked Estep 
Score: -3346628.500000 Penalty: 2503.359375
	Iteration 0F: 2 clusters Score -3346628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3329808.750000 Penalty: 5006.718750
	Iteration 0F: 3 clusters Score -3329809 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3335592.250000 Penalty: 5006.718750
	Iteration 1F: 3 clusters Score -3335592 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3335947.750000 Penalty: 5006.718750
	Iteration 2Q: 3 clusters Score -3335948 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3336225.500000 Penalty: 5006.718750
	Iteration 3Q: 3 clusters Score -3336226 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3336471.500000 Penalty: 5006.718750
	Iteration 4Q: 3 clusters Score -3336472 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3336684.750000 Penalty: 5006.718750
	Iteration 5Q: 3 clusters Score -3336685 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3336889.500000 Penalty: 5006.718750
	Iteration 6Q: 3 clusters Score -3336890 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3337100.000000 Penalty: 5006.718750
	Iteration 7Q: 3 clusters Score -3337100 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3337339.750000 Penalty: 5006.718750
	Iteration 8Q: 3 clusters Score -3337340 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3337586.750000 Penalty: 5006.718750
	Iteration 9Q: 3 clusters Score -3337587 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3337901.000000 Penalty: 5006.718750
	Iteration 10Q: 3 clusters Score -3337901 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3338319.250000 Penalty: 5006.718750
	Iteration 11Q: 3 clusters Score -3338319 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3338839.500000 Penalty: 5006.718750
	Iteration 12Q: 3 clusters Score -3338840 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3339477.250000 Penalty: 5006.718750
	Iteration 13Q: 3 clusters Score -3339477 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3340214.750000 Penalty: 5006.718750
	Iteration 14Q: 3 clusters Score -3340215 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3340905.500000 Penalty: 5006.718750
	Iteration 15Q: 3 clusters Score -3340906 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3341579.500000 Penalty: 5006.718750
	Iteration 16Q: 3 clusters Score -3341580 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3342211.750000 Penalty: 5006.718750
	Iteration 17Q: 3 clusters Score -3342212 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3342744.750000 Penalty: 5006.718750
	Iteration 18Q: 3 clusters Score -3342745 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3343161.250000 Penalty: 5006.718750
	Iteration 19Q: 3 clusters Score -3343161 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3343485.000000 Penalty: 5006.718750
	Iteration 20F: 3 clusters Score -3343485 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3343744.250000 Penalty: 5006.718750
	Iteration 21Q: 3 clusters Score -3343744 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3343908.500000 Penalty: 5006.718750
	Iteration 22Q: 3 clusters Score -3343908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3344049.750000 Penalty: 5006.718750
	Iteration 23Q: 3 clusters Score -3344050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3344153.000000 Penalty: 5006.718750
	Iteration 24Q: 3 clusters Score -3344153 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3344237.500000 Penalty: 5006.718750
	Iteration 25Q: 3 clusters Score -3344238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3344316.250000 Penalty: 5006.718750
	Iteration 26Q: 3 clusters Score -3344316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3344367.000000 Penalty: 5006.718750
	Iteration 27Q: 3 clusters Score -3344367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3344421.500000 Penalty: 5006.718750
	Iteration 28Q: 3 clusters Score -3344422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3344473.000000 Penalty: 5006.718750
	Iteration 29Q: 3 clusters Score -3344473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3344498.500000 Penalty: 5006.718750
	Iteration 30Q: 3 clusters Score -3344498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3344525.750000 Penalty: 5006.718750
	Iteration 31Q: 3 clusters Score -3344526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3344532.750000 Penalty: 5006.718750
	Iteration 32Q: 3 clusters Score -3344533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3344557.000000 Penalty: 5006.718750
	Iteration 33Q: 3 clusters Score -3344557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3344563.000000 Penalty: 5006.718750
	Iteration 34Q: 3 clusters Score -3344563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3344579.250000 Penalty: 5006.718750
	Iteration 35Q: 3 clusters Score -3344579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3344588.000000 Penalty: 5006.718750
	Iteration 36Q: 3 clusters Score -3344588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3344594.000000 Penalty: 5006.718750
	Iteration 37Q: 3 clusters Score -3344594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3344604.250000 Penalty: 5006.718750
	Iteration 38Q: 3 clusters Score -3344604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3344607.000000 Penalty: 5006.718750
	Iteration 39Q: 3 clusters Score -3344607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3344616.000000 Penalty: 5006.718750
	Iteration 40F: 3 clusters Score -3344616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3344617.500000 Penalty: 5006.718750
	Iteration 41Q: 3 clusters Score -3344618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3344622.000000 Penalty: 5006.718750
	Iteration 42Q: 3 clusters Score -3344622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3344621.250000 Penalty: 5006.718750
	Iteration 43Q: 3 clusters Score -3344621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3344621.500000 Penalty: 5006.718750
	Iteration 44Q: 3 clusters Score -3344622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3344626.250000 Penalty: 5006.718750
	Iteration 45Q: 3 clusters Score -3344626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3344630.000000 Penalty: 5006.718750
	Iteration 46Q: 3 clusters Score -3344630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3344628.250000 Penalty: 5006.718750
	Iteration 47Q: 3 clusters Score -3344628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3344631.000000 Penalty: 5006.718750
	Iteration 48Q: 3 clusters Score -3344631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3344632.000000 Penalty: 5006.718750
	Iteration 49Q: 3 clusters Score -3344632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3344632.250000 Penalty: 5006.718750
	Iteration 50Q: 3 clusters Score -3344632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3344633.750000 Penalty: 5006.718750
	Iteration 51Q: 3 clusters Score -3344634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3344633.250000 Penalty: 5006.718750
	Iteration 52Q: 3 clusters Score -3344633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3344634.250000 Penalty: 5006.718750
	Iteration 53Q: 3 clusters Score -3344634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3344634.250000 Penalty: 5006.718750
	Iteration 54F: 3 clusters Score -3344634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Entering Unmasked Estep 
Score: -9912586.000000 Penalty: 2780.980225
	Iteration 0F: 2 clusters Score -9912586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -9862659.000000 Penalty: 5561.960449
	Iteration 0F: 3 clusters Score -9862659 nChanged 34925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9882603.000000 Penalty: 5561.960449
	Iteration 1F: 3 clusters Score -9882603 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9883183.000000 Penalty: 5561.960449
	Iteration 2Q: 3 clusters Score -9883183 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -9883755.000000 Penalty: 5561.960449
	Iteration 3Q: 3 clusters Score -9883755 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9884441.000000 Penalty: 5561.960449
	Iteration 4Q: 3 clusters Score -9884441 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -9885327.000000 Penalty: 5561.960449
	Iteration 5Q: 3 clusters Score -9885327 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -9886291.000000 Penalty: 5561.960449
	Iteration 6Q: 3 clusters Score -9886291 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -9887424.000000 Penalty: 5561.960449
	Iteration 7Q: 3 clusters Score -9887424 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -9888993.000000 Penalty: 5561.960449
	Iteration 8Q: 3 clusters Score -9888993 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -9891224.000000 Penalty: 5561.960449
	Iteration 9F: 3 clusters Score -9891224 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -9894042.000000 Penalty: 5561.960449
	Iteration 10F: 3 clusters Score -9894042 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -9897294.000000 Penalty: 5561.960449
	Iteration 11F: 3 clusters Score -9897294 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -9899928.000000 Penalty: 5561.960449
	Iteration 12F: 3 clusters Score -9899928 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -9901725.000000 Penalty: 5561.960449
	Iteration 13Q: 3 clusters Score -9901725 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -9902897.000000 Penalty: 5561.960449
	Iteration 14Q: 3 clusters Score -9902897 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -9903833.000000 Penalty: 5561.960449
	Iteration 15Q: 3 clusters Score -9903833 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -9904791.000000 Penalty: 5561.960449
	Iteration 16Q: 3 clusters Score -9904791 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -9905723.000000 Penalty: 5561.960449
	Iteration 17Q: 3 clusters Score -9905723 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -9906624.000000 Penalty: 5561.960449
	Iteration 18Q: 3 clusters Score -9906624 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -9907316.000000 Penalty: 5561.960449
	Iteration 19Q: 3 clusters Score -9907316 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -9907850.000000 Penalty: 5561.960449
	Iteration 20F: 3 clusters Score -9907850 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -9908285.000000 Penalty: 5561.960449
	Iteration 21Q: 3 clusters Score -9908285 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -9908665.000000 Penalty: 5561.960449
	Iteration 22Q: 3 clusters Score -9908665 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -9908993.000000 Penalty: 5561.960449
	Iteration 23Q: 3 clusters Score -9908993 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9909261.000000 Penalty: 5561.960449
	Iteration 24Q: 3 clusters Score -9909261 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -9909414.000000 Penalty: 5561.960449
	Iteration 25Q: 3 clusters Score -9909414 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -9909539.000000 Penalty: 5561.960449
	Iteration 26Q: 3 clusters Score -9909539 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -9909696.000000 Penalty: 5561.960449
	Iteration 27Q: 3 clusters Score -9909696 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -9909824.000000 Penalty: 5561.960449
	Iteration 28Q: 3 clusters Score -9909824 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -9909926.000000 Penalty: 5561.960449
	Iteration 29Q: 3 clusters Score -9909926 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -9910037.000000 Penalty: 5561.960449
	Iteration 30Q: 3 clusters Score -9910037 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -9910100.000000 Penalty: 5561.960449
	Iteration 31Q: 3 clusters Score -9910100 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -9910167.000000 Penalty: 5561.960449
	Iteration 32Q: 3 clusters Score -9910167 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -9910229.000000 Penalty: 5561.960449
	Iteration 33Q: 3 clusters Score -9910229 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -9910296.000000 Penalty: 5561.960449
	Iteration 34Q: 3 clusters Score -9910296 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -9910310.000000 Penalty: 5561.960449
	Iteration 35Q: 3 clusters Score -9910310 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -9910357.000000 Penalty: 5561.960449
	Iteration 36Q: 3 clusters Score -9910357 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -9910381.000000 Penalty: 5561.960449
	Iteration 37Q: 3 clusters Score -9910381 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -9910434.000000 Penalty: 5561.960449
	Iteration 38Q: 3 clusters Score -9910434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -9910453.000000 Penalty: 5561.960449
	Iteration 39Q: 3 clusters Score -9910453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9910484.000000 Penalty: 5561.960449
	Iteration 40F: 3 clusters Score -9910484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -9910511.000000 Penalty: 5561.960449
	Iteration 41Q: 3 clusters Score -9910511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -9910516.000000 Penalty: 5561.960449
	Iteration 42Q: 3 clusters Score -9910516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9910529.000000 Penalty: 5561.960449
	Iteration 43Q: 3 clusters Score -9910529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -9910535.000000 Penalty: 5561.960449
	Iteration 44Q: 3 clusters Score -9910535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -9910540.000000 Penalty: 5561.960449
	Iteration 45Q: 3 clusters Score -9910540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -9910561.000000 Penalty: 5561.960449
	Iteration 46Q: 3 clusters Score -9910561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -9910566.000000 Penalty: 5561.960449
	Iteration 47Q: 3 clusters Score -9910566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -9910582.000000 Penalty: 5561.960449
	Iteration 48Q: 3 clusters Score -9910582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -9910584.000000 Penalty: 5561.960449
	Iteration 49Q: 3 clusters Score -9910584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -9910603.000000 Penalty: 5561.960449
	Iteration 50Q: 3 clusters Score -9910603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -9910612.000000 Penalty: 5561.960449
	Iteration 51Q: 3 clusters Score -9910612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -9910609.000000 Penalty: 5561.960449
	Iteration 52Q: 3 clusters Score -9910609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9910614.000000 Penalty: 5561.960449
	Iteration 53Q: 3 clusters Score -9910614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -9910631.000000 Penalty: 5561.960449
	Iteration 54Q: 3 clusters Score -9910631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -9910636.000000 Penalty: 5561.960449
	Iteration 55Q: 3 clusters Score -9910636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9910644.000000 Penalty: 5561.960449
	Iteration 56Q: 3 clusters Score -9910644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9910639.000000 Penalty: 5561.960449
	Iteration 57Q: 3 clusters Score -9910639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -9910650.000000 Penalty: 5561.960449
	Iteration 58Q: 3 clusters Score -9910650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -9910662.000000 Penalty: 5561.960449
	Iteration 59Q: 3 clusters Score -9910662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9910658.000000 Penalty: 5561.960449
	Iteration 60F: 3 clusters Score -9910658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9910658.000000 Penalty: 5561.960449
	Iteration 61Q: 3 clusters Score -9910658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -9910652.000000 Penalty: 5561.960449
	Iteration 62Q: 3 clusters Score -9910652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -9910648.000000 Penalty: 5561.960449
	Iteration 63Q: 3 clusters Score -9910648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -9910638.000000 Penalty: 5561.960449
	Iteration 64Q: 3 clusters Score -9910638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9910640.000000 Penalty: 5561.960449
	Iteration 65Q: 3 clusters Score -9910640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9910639.000000 Penalty: 5561.960449
	Iteration 66Q: 3 clusters Score -9910639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9910643.000000 Penalty: 5561.960449
	Iteration 67Q: 3 clusters Score -9910643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9910655.000000 Penalty: 5561.960449
	Iteration 68Q: 3 clusters Score -9910655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9910667.000000 Penalty: 5561.960449
	Iteration 69Q: 3 clusters Score -9910667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -9910664.000000 Penalty: 5561.960449
	Iteration 70Q: 3 clusters Score -9910664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -9910673.000000 Penalty: 5561.960449
	Iteration 71Q: 3 clusters Score -9910673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -9910673.000000 Penalty: 5561.960449
	Iteration 72Q: 3 clusters Score -9910673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -9910674.000000 Penalty: 5561.960449
	Iteration 73Q: 3 clusters Score -9910674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -9910671.000000 Penalty: 5561.960449
	Iteration 74Q: 3 clusters Score -9910671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9910677.000000 Penalty: 5561.960449
	Iteration 75Q: 3 clusters Score -9910677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -9910683.000000 Penalty: 5561.960449
	Iteration 76Q: 3 clusters Score -9910683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -9910685.000000 Penalty: 5561.960449
	Iteration 77Q: 3 clusters Score -9910685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9910685.000000 Penalty: 5561.960449
	Iteration 78Q: 3 clusters Score -9910685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9910689.000000 Penalty: 5561.960449
	Iteration 79Q: 3 clusters Score -9910689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9910689.000000 Penalty: 5561.960449
	Iteration 80F: 3 clusters Score -9910689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9910687.000000 Penalty: 5561.960449
	Iteration 81Q: 3 clusters Score -9910687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -9910691.000000 Penalty: 5561.960449
	Iteration 82Q: 3 clusters Score -9910691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -9910695.000000 Penalty: 5561.960449
	Iteration 83Q: 3 clusters Score -9910695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -9910695.000000 Penalty: 5561.960449
	Iteration 84F: 3 clusters Score -9910695 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: -114374.343750 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -114374.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112533.835938 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -112533.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112934.914062 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -112934.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113160.750000 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -113160.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113258.421875 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -113258.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113331.859375 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -113331.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113396.648438 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -113396.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113455.625000 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -113455.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113543.773438 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -113543.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113613.710938 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -113613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113660.382812 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -113660.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113693.687500 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -113693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113717.695312 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -113717.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113755.437500 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -113755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113804.906250 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -113804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113858.203125 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -113858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114008.078125 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -114008.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114079.796875 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -114079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114122.984375 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -114123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114154.140625 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -114154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114174.242188 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -114174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114192.882812 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -114192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114212.914062 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -114212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114233.210938 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -114233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114266.367188 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -114266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114339.062500 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -114339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114390.156250 Penalty: 3377.283447
	Iteration 25Q: 3 clusters Score -114390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114422.765625 Penalty: 3377.283447
	Iteration 26Q: 3 clusters Score -114422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114443.085938 Penalty: 3377.283447
	Iteration 27Q: 3 clusters Score -114443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114465.296875 Penalty: 3377.283447
	Iteration 28Q: 3 clusters Score -114465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114486.898438 Penalty: 3377.283447
	Iteration 29Q: 3 clusters Score -114486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114507.546875 Penalty: 3377.283447
	Iteration 30Q: 3 clusters Score -114507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114519.023438 Penalty: 3377.283447
	Iteration 31Q: 3 clusters Score -114519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114530.398438 Penalty: 3377.283447
	Iteration 32Q: 3 clusters Score -114530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -114532.375000 Penalty: 3377.283447
	Iteration 33Q: 3 clusters Score -114532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114533.117188 Penalty: 3377.283447
	Iteration 34Q: 3 clusters Score -114533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114533.117188 Penalty: 3377.283447
	Iteration 35F: 3 clusters Score -114533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 133643 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 421 members 
Entering Unmasked Estep 
Score: -134135704.000000 Penalty: 99435.203125
Splitting cluster 10 changes total score from -134137328.000000 to -134135704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -811862.312500 Penalty: 2170.287109
	Iteration 0F: 2 clusters Score -811862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -806439.687500 Penalty: 4340.574219
	Iteration 0F: 3 clusters Score -806439.7 nChanged 2553
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: -807863.000000 Penalty: 4340.574219
	Iteration 1F: 3 clusters Score -807863 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -808152.312500 Penalty: 4340.574219
	Iteration 2F: 3 clusters Score -808152.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -808363.437500 Penalty: 4340.574219
	Iteration 3F: 3 clusters Score -808363.4 nChanged 323
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: -808568.437500 Penalty: 4340.574219
	Iteration 4F: 3 clusters Score -808568.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -808754.625000 Penalty: 4340.574219
	Iteration 5Q: 3 clusters Score -808754.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -808965.500000 Penalty: 4340.574219
	Iteration 6Q: 3 clusters Score -808965.5 nChanged 288
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: -809150.062500 Penalty: 4340.574219
	Iteration 7Q: 3 clusters Score -809150.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -809329.062500 Penalty: 4340.574219
	Iteration 8Q: 3 clusters Score -809329.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -809460.937500 Penalty: 4340.574219
	Iteration 9Q: 3 clusters Score -809460.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -809549.500000 Penalty: 4340.574219
	Iteration 10Q: 3 clusters Score -809549.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -809621.062500 Penalty: 4340.574219
	Iteration 11Q: 3 clusters Score -809621.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -809686.000000 Penalty: 4340.574219
	Iteration 12Q: 3 clusters Score -809686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -809733.000000 Penalty: 4340.574219
	Iteration 13Q: 3 clusters Score -809733 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -809785.250000 Penalty: 4340.574219
	Iteration 14Q: 3 clusters Score -809785.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -809828.125000 Penalty: 4340.574219
	Iteration 15Q: 3 clusters Score -809828.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -809874.625000 Penalty: 4340.574219
	Iteration 16Q: 3 clusters Score -809874.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -809921.062500 Penalty: 4340.574219
	Iteration 17Q: 3 clusters Score -809921.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -809964.687500 Penalty: 4340.574219
	Iteration 18Q: 3 clusters Score -809964.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -810005.000000 Penalty: 4340.574219
	Iteration 19Q: 3 clusters Score -810005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -810047.500000 Penalty: 4340.574219
	Iteration 20F: 3 clusters Score -810047.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -810091.437500 Penalty: 4340.574219
	Iteration 21Q: 3 clusters Score -810091.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -810135.187500 Penalty: 4340.574219
	Iteration 22Q: 3 clusters Score -810135.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -810188.000000 Penalty: 4340.574219
	Iteration 23Q: 3 clusters Score -810188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -810261.437500 Penalty: 4340.574219
	Iteration 24Q: 3 clusters Score -810261.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -810350.750000 Penalty: 4340.574219
	Iteration 25Q: 3 clusters Score -810350.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -810446.875000 Penalty: 4340.574219
	Iteration 26Q: 3 clusters Score -810446.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -810549.437500 Penalty: 4340.574219
	Iteration 27Q: 3 clusters Score -810549.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -810616.625000 Penalty: 4340.574219
	Iteration 28Q: 3 clusters Score -810616.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -810653.187500 Penalty: 4340.574219
	Iteration 29Q: 3 clusters Score -810653.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -810674.312500 Penalty: 4340.574219
	Iteration 30Q: 3 clusters Score -810674.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -810682.250000 Penalty: 4340.574219
	Iteration 31Q: 3 clusters Score -810682.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -810688.250000 Penalty: 4340.574219
	Iteration 32Q: 3 clusters Score -810688.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -810692.750000 Penalty: 4340.574219
	Iteration 33Q: 3 clusters Score -810692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -810696.000000 Penalty: 4340.574219
	Iteration 34Q: 3 clusters Score -810696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -810700.250000 Penalty: 4340.574219
	Iteration 35Q: 3 clusters Score -810700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -810703.687500 Penalty: 4340.574219
	Iteration 36Q: 3 clusters Score -810703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -810705.312500 Penalty: 4340.574219
	Iteration 37Q: 3 clusters Score -810705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -810707.000000 Penalty: 4340.574219
	Iteration 38Q: 3 clusters Score -810707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -810707.687500 Penalty: 4340.574219
	Iteration 39Q: 3 clusters Score -810707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -810707.937500 Penalty: 4340.574219
	Iteration 40F: 3 clusters Score -810707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -810709.187500 Penalty: 4340.574219
	Iteration 41Q: 3 clusters Score -810709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -810709.187500 Penalty: 4340.574219
	Iteration 42F: 3 clusters Score -810709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Entering Unmasked Estep 
Score: -14449179.000000 Penalty: 2871.532471
	Iteration 0F: 2 clusters Score -1.444918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -14377725.000000 Penalty: 5743.064941
	Iteration 0F: 3 clusters Score -1.437772e+07 nChanged 50674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -14406401.000000 Penalty: 5743.064941
	Iteration 1F: 3 clusters Score -1.44064e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -14406973.000000 Penalty: 5743.064941
	Iteration 2Q: 3 clusters Score -1.440697e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -14407612.000000 Penalty: 5743.064941
	Iteration 3Q: 3 clusters Score -1.440761e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -14408334.000000 Penalty: 5743.064941
	Iteration 4Q: 3 clusters Score -1.440833e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -14409119.000000 Penalty: 5743.064941
	Iteration 5Q: 3 clusters Score -1.440912e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -14410278.000000 Penalty: 5743.064941
	Iteration 6Q: 3 clusters Score -1.441028e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -14412069.000000 Penalty: 5743.064941
	Iteration 7Q: 3 clusters Score -1.441207e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -14415421.000000 Penalty: 5743.064941
	Iteration 8F: 3 clusters Score -1.441542e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -14421380.000000 Penalty: 5743.064941
	Iteration 9F: 3 clusters Score -1.442138e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -14429648.000000 Penalty: 5743.064941
	Iteration 10F: 3 clusters Score -1.442965e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -14437810.000000 Penalty: 5743.064941
	Iteration 11F: 3 clusters Score -1.443781e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -14443062.000000 Penalty: 5743.064941
	Iteration 12Q: 3 clusters Score -1.444306e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -14445255.000000 Penalty: 5743.064941
	Iteration 13Q: 3 clusters Score -1.444526e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14446040.000000 Penalty: 5743.064941
	Iteration 14Q: 3 clusters Score -1.444604e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14446362.000000 Penalty: 5743.064941
	Iteration 15Q: 3 clusters Score -1.444636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14446452.000000 Penalty: 5743.064941
	Iteration 16Q: 3 clusters Score -1.444645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14446505.000000 Penalty: 5743.064941
	Iteration 17Q: 3 clusters Score -1.44465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14446524.000000 Penalty: 5743.064941
	Iteration 18Q: 3 clusters Score -1.444652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14446547.000000 Penalty: 5743.064941
	Iteration 19Q: 3 clusters Score -1.444655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14446570.000000 Penalty: 5743.064941
	Iteration 20F: 3 clusters Score -1.444657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14446577.000000 Penalty: 5743.064941
	Iteration 21Q: 3 clusters Score -1.444658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14446595.000000 Penalty: 5743.064941
	Iteration 22Q: 3 clusters Score -1.44466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14446600.000000 Penalty: 5743.064941
	Iteration 23Q: 3 clusters Score -1.44466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14446611.000000 Penalty: 5743.064941
	Iteration 24Q: 3 clusters Score -1.444661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14446616.000000 Penalty: 5743.064941
	Iteration 25Q: 3 clusters Score -1.444662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14446607.000000 Penalty: 5743.064941
	Iteration 26Q: 3 clusters Score -1.444661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14446617.000000 Penalty: 5743.064941
	Iteration 27Q: 3 clusters Score -1.444662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14446612.000000 Penalty: 5743.064941
	Iteration 28Q: 3 clusters Score -1.444661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14446621.000000 Penalty: 5743.064941
	Iteration 29Q: 3 clusters Score -1.444662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14446621.000000 Penalty: 5743.064941
	Iteration 30Q: 3 clusters Score -1.444662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14446630.000000 Penalty: 5743.064941
	Iteration 31Q: 3 clusters Score -1.444663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14446625.000000 Penalty: 5743.064941
	Iteration 32Q: 3 clusters Score -1.444662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14446628.000000 Penalty: 5743.064941
	Iteration 33Q: 3 clusters Score -1.444663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14446628.000000 Penalty: 5743.064941
	Iteration 34F: 3 clusters Score -1.444663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2126272.500000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -2126272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2114242.000000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -2114242 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2118463.750000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -2118464 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2119474.000000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -2119474 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2120584.750000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -2120585 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2121540.750000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -2121541 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2122335.750000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -2122336 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2122980.750000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -2122981 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2123456.500000 Penalty: 4827.006836
	Iteration 7Q: 3 clusters Score -2123456 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2123854.250000 Penalty: 4827.006836
	Iteration 8Q: 3 clusters Score -2123854 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2124140.750000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -2124141 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2124362.000000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -2124362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2124517.500000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -2124518 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2124635.000000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -2124635 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2124737.000000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -2124737 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2124807.000000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -2124807 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2124865.500000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -2124866 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2124911.000000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -2124911 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2124946.750000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -2124947 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2124966.250000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -2124966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2124981.250000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -2124981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2124992.250000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -2124992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2125005.250000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -2125005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2125015.000000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -2125015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2125026.000000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -2125026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2125030.250000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -2125030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2125033.000000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -2125033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2125039.250000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -2125039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2125047.250000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -2125047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2125053.500000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -2125054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2125061.500000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -2125062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2125060.750000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -2125061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2125071.750000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -2125072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2125077.500000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -2125078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2125085.250000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -2125085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2125097.250000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -2125097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2125100.750000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -2125101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2125111.750000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -2125112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2125112.500000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -2125112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2125124.750000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -2125125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2125129.000000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -2125129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2125131.000000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -2125131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2125141.250000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -2125141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2125150.750000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -2125151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2125162.750000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -2125163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2125172.250000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -2125172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2125184.500000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -2125184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2125196.000000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -2125196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2125199.250000 Penalty: 4827.006836
	Iteration 47Q: 3 clusters Score -2125199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2125201.750000 Penalty: 4827.006836
	Iteration 48Q: 3 clusters Score -2125202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2125214.250000 Penalty: 4827.006836
	Iteration 49Q: 3 clusters Score -2125214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2125225.500000 Penalty: 4827.006836
	Iteration 50Q: 3 clusters Score -2125226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2125231.500000 Penalty: 4827.006836
	Iteration 51Q: 3 clusters Score -2125232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2125241.750000 Penalty: 4827.006836
	Iteration 52Q: 3 clusters Score -2125242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2125251.000000 Penalty: 4827.006836
	Iteration 53Q: 3 clusters Score -2125251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2125263.750000 Penalty: 4827.006836
	Iteration 54Q: 3 clusters Score -2125264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2125267.000000 Penalty: 4827.006836
	Iteration 55Q: 3 clusters Score -2125267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2125274.500000 Penalty: 4827.006836
	Iteration 56Q: 3 clusters Score -2125274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2125283.000000 Penalty: 4827.006836
	Iteration 57Q: 3 clusters Score -2125283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2125286.500000 Penalty: 4827.006836
	Iteration 58Q: 3 clusters Score -2125286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2125294.250000 Penalty: 4827.006836
	Iteration 59Q: 3 clusters Score -2125294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2125292.500000 Penalty: 4827.006836
	Iteration 60F: 3 clusters Score -2125292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2125300.750000 Penalty: 4827.006836
	Iteration 61Q: 3 clusters Score -2125301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2125307.250000 Penalty: 4827.006836
	Iteration 62Q: 3 clusters Score -2125307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2125310.500000 Penalty: 4827.006836
	Iteration 63Q: 3 clusters Score -2125310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2125316.750000 Penalty: 4827.006836
	Iteration 64Q: 3 clusters Score -2125317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2125326.500000 Penalty: 4827.006836
	Iteration 65Q: 3 clusters Score -2125326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2125329.250000 Penalty: 4827.006836
	Iteration 66Q: 3 clusters Score -2125329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2125340.250000 Penalty: 4827.006836
	Iteration 67Q: 3 clusters Score -2125340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2125352.250000 Penalty: 4827.006836
	Iteration 68Q: 3 clusters Score -2125352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2125369.500000 Penalty: 4827.006836
	Iteration 69Q: 3 clusters Score -2125370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2125372.250000 Penalty: 4827.006836
	Iteration 70Q: 3 clusters Score -2125372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2125374.750000 Penalty: 4827.006836
	Iteration 71Q: 3 clusters Score -2125375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2125380.750000 Penalty: 4827.006836
	Iteration 72Q: 3 clusters Score -2125381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2125383.750000 Penalty: 4827.006836
	Iteration 73Q: 3 clusters Score -2125384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2125385.500000 Penalty: 4827.006836
	Iteration 74Q: 3 clusters Score -2125386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2125391.250000 Penalty: 4827.006836
	Iteration 75Q: 3 clusters Score -2125391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2125390.500000 Penalty: 4827.006836
	Iteration 76Q: 3 clusters Score -2125390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2125395.000000 Penalty: 4827.006836
	Iteration 77Q: 3 clusters Score -2125395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2125392.750000 Penalty: 4827.006836
	Iteration 78Q: 3 clusters Score -2125393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2125397.000000 Penalty: 4827.006836
	Iteration 79Q: 3 clusters Score -2125397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2125397.000000 Penalty: 4827.006836
	Iteration 80F: 3 clusters Score -2125397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2125398.750000 Penalty: 4827.006836
	Iteration 81Q: 3 clusters Score -2125399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2125401.000000 Penalty: 4827.006836
	Iteration 82Q: 3 clusters Score -2125401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2125400.250000 Penalty: 4827.006836
	Iteration 83Q: 3 clusters Score -2125400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2125400.250000 Penalty: 4827.006836
	Iteration 84Q: 3 clusters Score -2125400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2125400.250000 Penalty: 4827.006836
	Iteration 85F: 3 clusters Score -2125400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Entering Unmasked Estep 
Score: -7464062.500000 Penalty: 2722.297119
	Iteration 0F: 2 clusters Score -7464062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -7424662.000000 Penalty: 5444.594238
	Iteration 0F: 3 clusters Score -7424662 nChanged 27231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -7440492.000000 Penalty: 5444.594238
	Iteration 1F: 3 clusters Score -7440492 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -7441836.500000 Penalty: 5444.594238
	Iteration 2F: 3 clusters Score -7441836 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -7443589.000000 Penalty: 5444.594238
	Iteration 3F: 3 clusters Score -7443589 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -7445884.000000 Penalty: 5444.594238
	Iteration 4F: 3 clusters Score -7445884 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -7448756.500000 Penalty: 5444.594238
	Iteration 5F: 3 clusters Score -7448756 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -7452272.500000 Penalty: 5444.594238
	Iteration 6F: 3 clusters Score -7452272 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7455820.500000 Penalty: 5444.594238
	Iteration 7F: 3 clusters Score -7455820 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7458349.000000 Penalty: 5444.594238
	Iteration 8Q: 3 clusters Score -7458349 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7459871.500000 Penalty: 5444.594238
	Iteration 9Q: 3 clusters Score -7459872 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7460732.000000 Penalty: 5444.594238
	Iteration 10Q: 3 clusters Score -7460732 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7461213.000000 Penalty: 5444.594238
	Iteration 11Q: 3 clusters Score -7461213 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7461514.000000 Penalty: 5444.594238
	Iteration 12Q: 3 clusters Score -7461514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7461674.500000 Penalty: 5444.594238
	Iteration 13Q: 3 clusters Score -7461674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7461791.500000 Penalty: 5444.594238
	Iteration 14Q: 3 clusters Score -7461792 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7461888.500000 Penalty: 5444.594238
	Iteration 15Q: 3 clusters Score -7461888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7461933.500000 Penalty: 5444.594238
	Iteration 16Q: 3 clusters Score -7461934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7461980.500000 Penalty: 5444.594238
	Iteration 17Q: 3 clusters Score -7461980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7462021.000000 Penalty: 5444.594238
	Iteration 18Q: 3 clusters Score -7462021 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7462075.500000 Penalty: 5444.594238
	Iteration 19Q: 3 clusters Score -7462076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7462115.500000 Penalty: 5444.594238
	Iteration 20F: 3 clusters Score -7462116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7462165.000000 Penalty: 5444.594238
	Iteration 21Q: 3 clusters Score -7462165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7462204.500000 Penalty: 5444.594238
	Iteration 22Q: 3 clusters Score -7462204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7462216.000000 Penalty: 5444.594238
	Iteration 23Q: 3 clusters Score -7462216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7462222.500000 Penalty: 5444.594238
	Iteration 24Q: 3 clusters Score -7462222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7462228.500000 Penalty: 5444.594238
	Iteration 25Q: 3 clusters Score -7462228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7462238.500000 Penalty: 5444.594238
	Iteration 26Q: 3 clusters Score -7462238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7462229.500000 Penalty: 5444.594238
	Iteration 27Q: 3 clusters Score -7462230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7462233.000000 Penalty: 5444.594238
	Iteration 28Q: 3 clusters Score -7462233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7462232.000000 Penalty: 5444.594238
	Iteration 29Q: 3 clusters Score -7462232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7462235.500000 Penalty: 5444.594238
	Iteration 30Q: 3 clusters Score -7462236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7462239.000000 Penalty: 5444.594238
	Iteration 31Q: 3 clusters Score -7462239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7462238.000000 Penalty: 5444.594238
	Iteration 32Q: 3 clusters Score -7462238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7462238.000000 Penalty: 5444.594238
	Iteration 33F: 3 clusters Score -7462238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Entering Unmasked Estep 
Score: -18086730.000000 Penalty: 2927.125977
	Iteration 0F: 2 clusters Score -1.808673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -17998700.000000 Penalty: 5854.251953
	Iteration 0F: 3 clusters Score -1.79987e+07 nChanged 63577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -18036312.000000 Penalty: 5854.251953
	Iteration 1F: 3 clusters Score -1.803631e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -18038216.000000 Penalty: 5854.251953
	Iteration 2Q: 3 clusters Score -1.803822e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -18040946.000000 Penalty: 5854.251953
	Iteration 3Q: 3 clusters Score -1.804095e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -18044536.000000 Penalty: 5854.251953
	Iteration 4F: 3 clusters Score -1.804454e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -18049172.000000 Penalty: 5854.251953
	Iteration 5F: 3 clusters Score -1.804917e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -18053944.000000 Penalty: 5854.251953
	Iteration 6F: 3 clusters Score -1.805394e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -18058502.000000 Penalty: 5854.251953
	Iteration 7F: 3 clusters Score -1.80585e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -18063022.000000 Penalty: 5854.251953
	Iteration 8F: 3 clusters Score -1.806302e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -18066786.000000 Penalty: 5854.251953
	Iteration 9Q: 3 clusters Score -1.806679e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -18069156.000000 Penalty: 5854.251953
	Iteration 10Q: 3 clusters Score -1.806916e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -18070350.000000 Penalty: 5854.251953
	Iteration 11Q: 3 clusters Score -1.807035e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -18070976.000000 Penalty: 5854.251953
	Iteration 12Q: 3 clusters Score -1.807098e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -18071328.000000 Penalty: 5854.251953
	Iteration 13Q: 3 clusters Score -1.807133e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -18071626.000000 Penalty: 5854.251953
	Iteration 14Q: 3 clusters Score -1.807163e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -18071980.000000 Penalty: 5854.251953
	Iteration 15Q: 3 clusters Score -1.807198e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -18072314.000000 Penalty: 5854.251953
	Iteration 16Q: 3 clusters Score -1.807231e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -18072602.000000 Penalty: 5854.251953
	Iteration 17Q: 3 clusters Score -1.80726e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -18072884.000000 Penalty: 5854.251953
	Iteration 18Q: 3 clusters Score -1.807288e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -18073202.000000 Penalty: 5854.251953
	Iteration 19Q: 3 clusters Score -1.80732e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -18073556.000000 Penalty: 5854.251953
	Iteration 20F: 3 clusters Score -1.807356e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -18073810.000000 Penalty: 5854.251953
	Iteration 21Q: 3 clusters Score -1.807381e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -18074236.000000 Penalty: 5854.251953
	Iteration 22Q: 3 clusters Score -1.807424e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -18074574.000000 Penalty: 5854.251953
	Iteration 23Q: 3 clusters Score -1.807457e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -18074960.000000 Penalty: 5854.251953
	Iteration 24Q: 3 clusters Score -1.807496e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -18075544.000000 Penalty: 5854.251953
	Iteration 25Q: 3 clusters Score -1.807554e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -18076088.000000 Penalty: 5854.251953
	Iteration 26Q: 3 clusters Score -1.807609e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -18076864.000000 Penalty: 5854.251953
	Iteration 27Q: 3 clusters Score -1.807686e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -18077452.000000 Penalty: 5854.251953
	Iteration 28Q: 3 clusters Score -1.807745e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -18078104.000000 Penalty: 5854.251953
	Iteration 29Q: 3 clusters Score -1.80781e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -18078832.000000 Penalty: 5854.251953
	Iteration 30Q: 3 clusters Score -1.807883e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -18079724.000000 Penalty: 5854.251953
	Iteration 31Q: 3 clusters Score -1.807972e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 111866 members 
Entering Unmasked Estep 
Score: -18080570.000000 Penalty: 5854.251953
	Iteration 32Q: 3 clusters Score -1.808057e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -18081526.000000 Penalty: 5854.251953
	Iteration 33Q: 3 clusters Score -1.808153e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -18082532.000000 Penalty: 5854.251953
	Iteration 34Q: 3 clusters Score -1.808253e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -18083732.000000 Penalty: 5854.251953
	Iteration 35Q: 3 clusters Score -1.808373e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 119102 members 
Entering Unmasked Estep 
Score: -18084994.000000 Penalty: 5854.251953
	Iteration 36Q: 3 clusters Score -1.808499e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -18086188.000000 Penalty: 5854.251953
	Iteration 37Q: 3 clusters Score -1.808619e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -18087042.000000 Penalty: 5854.251953
	Iteration 38Q: 3 clusters Score -1.808704e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 122177 members 
Entering Unmasked Estep 
Score: -18087634.000000 Penalty: 5854.251953
	Iteration 39Q: 3 clusters Score -1.808763e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -18087866.000000 Penalty: 5854.251953
	Iteration 40F: 3 clusters Score -1.808787e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -18088106.000000 Penalty: 5854.251953
	Iteration 41Q: 3 clusters Score -1.808811e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -18088262.000000 Penalty: 5854.251953
	Iteration 42Q: 3 clusters Score -1.808826e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -18088368.000000 Penalty: 5854.251953
	Iteration 43Q: 3 clusters Score -1.808837e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -18088388.000000 Penalty: 5854.251953
	Iteration 44Q: 3 clusters Score -1.808839e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -18088418.000000 Penalty: 5854.251953
	Iteration 45Q: 3 clusters Score -1.808842e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -18088432.000000 Penalty: 5854.251953
	Iteration 46Q: 3 clusters Score -1.808843e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -18088432.000000 Penalty: 5854.251953
	Iteration 47Q: 3 clusters Score -1.808843e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -18088462.000000 Penalty: 5854.251953
	Iteration 48Q: 3 clusters Score -1.808846e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -18088452.000000 Penalty: 5854.251953
	Iteration 49Q: 3 clusters Score -1.808845e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -18088496.000000 Penalty: 5854.251953
	Iteration 50Q: 3 clusters Score -1.80885e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -18088546.000000 Penalty: 5854.251953
	Iteration 51Q: 3 clusters Score -1.808855e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -18088526.000000 Penalty: 5854.251953
	Iteration 52Q: 3 clusters Score -1.808853e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -18088542.000000 Penalty: 5854.251953
	Iteration 53Q: 3 clusters Score -1.808854e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -18088544.000000 Penalty: 5854.251953
	Iteration 54Q: 3 clusters Score -1.808854e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -18088556.000000 Penalty: 5854.251953
	Iteration 55Q: 3 clusters Score -1.808856e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 126780 members 
Entering Unmasked Estep 
Score: -18088564.000000 Penalty: 5854.251953
	Iteration 56Q: 3 clusters Score -1.808856e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -18088514.000000 Penalty: 5854.251953
	Iteration 57Q: 3 clusters Score -1.808851e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -18088514.000000 Penalty: 5854.251953
	Iteration 58Q: 3 clusters Score -1.808851e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -18088536.000000 Penalty: 5854.251953
	Iteration 59Q: 3 clusters Score -1.808854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -18088530.000000 Penalty: 5854.251953
	Iteration 60F: 3 clusters Score -1.808853e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -18088524.000000 Penalty: 5854.251953
	Iteration 61Q: 3 clusters Score -1.808852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -18088524.000000 Penalty: 5854.251953
	Iteration 62Q: 3 clusters Score -1.808852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 127127 members 
Entering Unmasked Estep 
Score: -18088534.000000 Penalty: 5854.251953
	Iteration 63Q: 3 clusters Score -1.808853e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -18088544.000000 Penalty: 5854.251953
	Iteration 64Q: 3 clusters Score -1.808854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -18088564.000000 Penalty: 5854.251953
	Iteration 65Q: 3 clusters Score -1.808856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -18088564.000000 Penalty: 5854.251953
	Iteration 66Q: 3 clusters Score -1.808856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -18088558.000000 Penalty: 5854.251953
	Iteration 67Q: 3 clusters Score -1.808856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -18088550.000000 Penalty: 5854.251953
	Iteration 68Q: 3 clusters Score -1.808855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -18088544.000000 Penalty: 5854.251953
	Iteration 69Q: 3 clusters Score -1.808854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -18088550.000000 Penalty: 5854.251953
	Iteration 70Q: 3 clusters Score -1.808855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -18088556.000000 Penalty: 5854.251953
	Iteration 71Q: 3 clusters Score -1.808856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -18088544.000000 Penalty: 5854.251953
	Iteration 72Q: 3 clusters Score -1.808854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -18088554.000000 Penalty: 5854.251953
	Iteration 73Q: 3 clusters Score -1.808855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -18088558.000000 Penalty: 5854.251953
	Iteration 74Q: 3 clusters Score -1.808856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 127405 members 
Entering Unmasked Estep 
Score: -18088558.000000 Penalty: 5854.251953
	Iteration 75Q: 3 clusters Score -1.808856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
Score: -18088550.000000 Penalty: 5854.251953
	Iteration 76Q: 3 clusters Score -1.808855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -18088534.000000 Penalty: 5854.251953
	Iteration 77Q: 3 clusters Score -1.808853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -18088520.000000 Penalty: 5854.251953
	Iteration 78Q: 3 clusters Score -1.808852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -18088518.000000 Penalty: 5854.251953
	Iteration 79Q: 3 clusters Score -1.808852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -18088516.000000 Penalty: 5854.251953
	Iteration 80F: 3 clusters Score -1.808852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 127467 members 
Entering Unmasked Estep 
Score: -18088522.000000 Penalty: 5854.251953
	Iteration 81Q: 3 clusters Score -1.808852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -18088510.000000 Penalty: 5854.251953
	Iteration 82Q: 3 clusters Score -1.808851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -18088524.000000 Penalty: 5854.251953
	Iteration 83Q: 3 clusters Score -1.808852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -18088522.000000 Penalty: 5854.251953
	Iteration 84Q: 3 clusters Score -1.808852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -18088524.000000 Penalty: 5854.251953
	Iteration 85Q: 3 clusters Score -1.808852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -18088518.000000 Penalty: 5854.251953
	Iteration 86Q: 3 clusters Score -1.808852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -18088510.000000 Penalty: 5854.251953
	Iteration 87Q: 3 clusters Score -1.808851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -18088526.000000 Penalty: 5854.251953
	Iteration 88Q: 3 clusters Score -1.808853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 127506 members 
Entering Unmasked Estep 
Score: -18088530.000000 Penalty: 5854.251953
	Iteration 89Q: 3 clusters Score -1.808853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -18088524.000000 Penalty: 5854.251953
	Iteration 90Q: 3 clusters Score -1.808852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -18088530.000000 Penalty: 5854.251953
	Iteration 91Q: 3 clusters Score -1.808853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -18088532.000000 Penalty: 5854.251953
	Iteration 92Q: 3 clusters Score -1.808853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -18088530.000000 Penalty: 5854.251953
	Iteration 93Q: 3 clusters Score -1.808853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -18088530.000000 Penalty: 5854.251953
	Iteration 94F: 3 clusters Score -1.808853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 127510 members 
Entering Unmasked Estep 
Score: -134139072.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134137328.000000 to -134139072.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -1870496.875000 Penalty: 2361.911377
	Iteration 0F: 2 clusters Score -1870497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1860421.375000 Penalty: 4723.822754
	Iteration 0F: 3 clusters Score -1860421 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1863589.000000 Penalty: 4723.822754
	Iteration 1F: 3 clusters Score -1863589 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1863925.750000 Penalty: 4723.822754
	Iteration 2F: 3 clusters Score -1863926 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1864179.125000 Penalty: 4723.822754
	Iteration 3Q: 3 clusters Score -1864179 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1864410.500000 Penalty: 4723.822754
	Iteration 4Q: 3 clusters Score -1864410 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1864623.500000 Penalty: 4723.822754
	Iteration 5Q: 3 clusters Score -1864624 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1864835.500000 Penalty: 4723.822754
	Iteration 6Q: 3 clusters Score -1864836 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1865036.125000 Penalty: 4723.822754
	Iteration 7Q: 3 clusters Score -1865036 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1865228.750000 Penalty: 4723.822754
	Iteration 8Q: 3 clusters Score -1865229 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1865443.625000 Penalty: 4723.822754
	Iteration 9Q: 3 clusters Score -1865444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1865656.875000 Penalty: 4723.822754
	Iteration 10Q: 3 clusters Score -1865657 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1865892.125000 Penalty: 4723.822754
	Iteration 11Q: 3 clusters Score -1865892 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1866133.000000 Penalty: 4723.822754
	Iteration 12Q: 3 clusters Score -1866133 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1866361.375000 Penalty: 4723.822754
	Iteration 13Q: 3 clusters Score -1866361 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1866531.375000 Penalty: 4723.822754
	Iteration 14Q: 3 clusters Score -1866531 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1866653.375000 Penalty: 4723.822754
	Iteration 15Q: 3 clusters Score -1866653 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1866746.250000 Penalty: 4723.822754
	Iteration 16Q: 3 clusters Score -1866746 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1866803.125000 Penalty: 4723.822754
	Iteration 17Q: 3 clusters Score -1866803 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1866867.000000 Penalty: 4723.822754
	Iteration 18Q: 3 clusters Score -1866867 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1866918.750000 Penalty: 4723.822754
	Iteration 19Q: 3 clusters Score -1866919 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1866970.875000 Penalty: 4723.822754
	Iteration 20F: 3 clusters Score -1866971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1867037.500000 Penalty: 4723.822754
	Iteration 21Q: 3 clusters Score -1867038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1867085.000000 Penalty: 4723.822754
	Iteration 22Q: 3 clusters Score -1867085 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1867145.625000 Penalty: 4723.822754
	Iteration 23Q: 3 clusters Score -1867146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1867202.625000 Penalty: 4723.822754
	Iteration 24Q: 3 clusters Score -1867203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1867270.125000 Penalty: 4723.822754
	Iteration 25Q: 3 clusters Score -1867270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1867347.250000 Penalty: 4723.822754
	Iteration 26Q: 3 clusters Score -1867347 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1867449.375000 Penalty: 4723.822754
	Iteration 27Q: 3 clusters Score -1867449 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1867556.875000 Penalty: 4723.822754
	Iteration 28Q: 3 clusters Score -1867557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1867642.625000 Penalty: 4723.822754
	Iteration 29Q: 3 clusters Score -1867643 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1867749.500000 Penalty: 4723.822754
	Iteration 30Q: 3 clusters Score -1867750 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1867862.750000 Penalty: 4723.822754
	Iteration 31Q: 3 clusters Score -1867863 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1867968.500000 Penalty: 4723.822754
	Iteration 32Q: 3 clusters Score -1867968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1868061.875000 Penalty: 4723.822754
	Iteration 33Q: 3 clusters Score -1868062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1868134.875000 Penalty: 4723.822754
	Iteration 34Q: 3 clusters Score -1868135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1868196.250000 Penalty: 4723.822754
	Iteration 35Q: 3 clusters Score -1868196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1868250.500000 Penalty: 4723.822754
	Iteration 36Q: 3 clusters Score -1868250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1868302.625000 Penalty: 4723.822754
	Iteration 37Q: 3 clusters Score -1868303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1868359.250000 Penalty: 4723.822754
	Iteration 38Q: 3 clusters Score -1868359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1868400.750000 Penalty: 4723.822754
	Iteration 39Q: 3 clusters Score -1868401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1868434.250000 Penalty: 4723.822754
	Iteration 40F: 3 clusters Score -1868434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1868469.125000 Penalty: 4723.822754
	Iteration 41Q: 3 clusters Score -1868469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1868497.625000 Penalty: 4723.822754
	Iteration 42Q: 3 clusters Score -1868498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1868526.375000 Penalty: 4723.822754
	Iteration 43Q: 3 clusters Score -1868526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1868547.875000 Penalty: 4723.822754
	Iteration 44Q: 3 clusters Score -1868548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1868557.250000 Penalty: 4723.822754
	Iteration 45Q: 3 clusters Score -1868557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1868571.875000 Penalty: 4723.822754
	Iteration 46Q: 3 clusters Score -1868572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1868576.875000 Penalty: 4723.822754
	Iteration 47Q: 3 clusters Score -1868577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1868583.125000 Penalty: 4723.822754
	Iteration 48Q: 3 clusters Score -1868583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1868590.750000 Penalty: 4723.822754
	Iteration 49Q: 3 clusters Score -1868591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1868602.875000 Penalty: 4723.822754
	Iteration 50Q: 3 clusters Score -1868603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1868620.125000 Penalty: 4723.822754
	Iteration 51Q: 3 clusters Score -1868620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1868637.750000 Penalty: 4723.822754
	Iteration 52Q: 3 clusters Score -1868638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1868654.625000 Penalty: 4723.822754
	Iteration 53Q: 3 clusters Score -1868655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1868661.000000 Penalty: 4723.822754
	Iteration 54Q: 3 clusters Score -1868661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1868668.625000 Penalty: 4723.822754
	Iteration 55Q: 3 clusters Score -1868669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1868671.875000 Penalty: 4723.822754
	Iteration 56Q: 3 clusters Score -1868672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1868673.000000 Penalty: 4723.822754
	Iteration 57Q: 3 clusters Score -1868673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1868675.875000 Penalty: 4723.822754
	Iteration 58Q: 3 clusters Score -1868676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1868679.625000 Penalty: 4723.822754
	Iteration 59Q: 3 clusters Score -1868680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1868686.375000 Penalty: 4723.822754
	Iteration 60F: 3 clusters Score -1868686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1868690.125000 Penalty: 4723.822754
	Iteration 61Q: 3 clusters Score -1868690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1868690.375000 Penalty: 4723.822754
	Iteration 62Q: 3 clusters Score -1868690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1868690.250000 Penalty: 4723.822754
	Iteration 63Q: 3 clusters Score -1868690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1868691.375000 Penalty: 4723.822754
	Iteration 64Q: 3 clusters Score -1868691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1868692.000000 Penalty: 4723.822754
	Iteration 65Q: 3 clusters Score -1868692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1868692.000000 Penalty: 4723.822754
	Iteration 66F: 3 clusters Score -1868692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -147484.796875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -147484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145500.015625 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -145500 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145802.031250 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -145802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145886.531250 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -145886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145934.375000 Penalty: 3469.899902
	Iteration 3Q: 3 clusters Score -145934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145957.328125 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -145957.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145973.046875 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -145973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145982.625000 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -145982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145987.359375 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -145987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145992.937500 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -145992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145996.453125 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -145996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145996.453125 Penalty: 3469.899902
	Iteration 10F: 3 clusters Score -145996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185918.812500 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -185918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183624.296875 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -183624.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183958.468750 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -183958.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -184082.875000 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -184082.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -184155.093750 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -184155.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -184194.312500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -184194.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184226.687500 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -184226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -184247.093750 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -184247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184261.625000 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -184261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -184270.328125 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -184270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184277.750000 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -184277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184285.375000 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -184285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184290.687500 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -184290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184291.796875 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -184291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184293.062500 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -184293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184295.062500 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -184295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184298.234375 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -184298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -184300.359375 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -184300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184300.781250 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -184300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184300.781250 Penalty: 3616.999268
	Iteration 18F: 3 clusters Score -184300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Entering Unmasked Estep 
Score: -12769776.000000 Penalty: 2838.585449
	Iteration 0F: 2 clusters Score -1.276978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -12707324.000000 Penalty: 5677.170898
	Iteration 0F: 3 clusters Score -1.270732e+07 nChanged 44176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -12732660.000000 Penalty: 5677.170898
	Iteration 1F: 3 clusters Score -1.273266e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -12733931.000000 Penalty: 5677.170898
	Iteration 2Q: 3 clusters Score -1.273393e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -12735743.000000 Penalty: 5677.170898
	Iteration 3Q: 3 clusters Score -1.273574e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -12738753.000000 Penalty: 5677.170898
	Iteration 4F: 3 clusters Score -1.273875e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -12742872.000000 Penalty: 5677.170898
	Iteration 5F: 3 clusters Score -1.274287e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -12747576.000000 Penalty: 5677.170898
	Iteration 6F: 3 clusters Score -1.274758e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -12751696.000000 Penalty: 5677.170898
	Iteration 7F: 3 clusters Score -1.27517e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -12754656.000000 Penalty: 5677.170898
	Iteration 8F: 3 clusters Score -1.275466e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -12756860.000000 Penalty: 5677.170898
	Iteration 9Q: 3 clusters Score -1.275686e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -12758931.000000 Penalty: 5677.170898
	Iteration 10Q: 3 clusters Score -1.275893e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -12760914.000000 Penalty: 5677.170898
	Iteration 11Q: 3 clusters Score -1.276091e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -12762833.000000 Penalty: 5677.170898
	Iteration 12Q: 3 clusters Score -1.276283e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -12764412.000000 Penalty: 5677.170898
	Iteration 13Q: 3 clusters Score -1.276441e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -12765566.000000 Penalty: 5677.170898
	Iteration 14Q: 3 clusters Score -1.276557e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -12766343.000000 Penalty: 5677.170898
	Iteration 15Q: 3 clusters Score -1.276634e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -12766782.000000 Penalty: 5677.170898
	Iteration 16Q: 3 clusters Score -1.276678e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -12766933.000000 Penalty: 5677.170898
	Iteration 17Q: 3 clusters Score -1.276693e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -12767076.000000 Penalty: 5677.170898
	Iteration 18Q: 3 clusters Score -1.276708e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -12767129.000000 Penalty: 5677.170898
	Iteration 19Q: 3 clusters Score -1.276713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -12767161.000000 Penalty: 5677.170898
	Iteration 20F: 3 clusters Score -1.276716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -12767188.000000 Penalty: 5677.170898
	Iteration 21Q: 3 clusters Score -1.276719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -12767207.000000 Penalty: 5677.170898
	Iteration 22Q: 3 clusters Score -1.276721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -12767213.000000 Penalty: 5677.170898
	Iteration 23Q: 3 clusters Score -1.276721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -12767211.000000 Penalty: 5677.170898
	Iteration 24Q: 3 clusters Score -1.276721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -12767214.000000 Penalty: 5677.170898
	Iteration 25Q: 3 clusters Score -1.276721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -12767239.000000 Penalty: 5677.170898
	Iteration 26Q: 3 clusters Score -1.276724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12767251.000000 Penalty: 5677.170898
	Iteration 27Q: 3 clusters Score -1.276725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12767257.000000 Penalty: 5677.170898
	Iteration 28Q: 3 clusters Score -1.276726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -12767247.000000 Penalty: 5677.170898
	Iteration 29Q: 3 clusters Score -1.276725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -12767259.000000 Penalty: 5677.170898
	Iteration 30Q: 3 clusters Score -1.276726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -12767255.000000 Penalty: 5677.170898
	Iteration 31Q: 3 clusters Score -1.276726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -12767251.000000 Penalty: 5677.170898
	Iteration 32Q: 3 clusters Score -1.276725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -12767264.000000 Penalty: 5677.170898
	Iteration 33Q: 3 clusters Score -1.276726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -12767261.000000 Penalty: 5677.170898
	Iteration 34Q: 3 clusters Score -1.276726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -12767263.000000 Penalty: 5677.170898
	Iteration 35Q: 3 clusters Score -1.276726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -12767259.000000 Penalty: 5677.170898
	Iteration 36Q: 3 clusters Score -1.276726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -12767262.000000 Penalty: 5677.170898
	Iteration 37Q: 3 clusters Score -1.276726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -12767267.000000 Penalty: 5677.170898
	Iteration 38Q: 3 clusters Score -1.276727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -12767277.000000 Penalty: 5677.170898
	Iteration 39Q: 3 clusters Score -1.276728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -12767282.000000 Penalty: 5677.170898
	Iteration 40F: 3 clusters Score -1.276728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12767268.000000 Penalty: 5677.170898
	Iteration 41Q: 3 clusters Score -1.276727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12767266.000000 Penalty: 5677.170898
	Iteration 42Q: 3 clusters Score -1.276727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12767272.000000 Penalty: 5677.170898
	Iteration 43Q: 3 clusters Score -1.276727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -12767277.000000 Penalty: 5677.170898
	Iteration 44Q: 3 clusters Score -1.276728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -12767277.000000 Penalty: 5677.170898
	Iteration 45F: 3 clusters Score -1.276728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -63827.171875 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -63827.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62338.859375 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -62338.86 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62529.875000 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -62529.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62582.761719 Penalty: 3119.698975
	Iteration 2Q: 3 clusters Score -62582.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62613.867188 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -62613.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62631.804688 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -62631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62642.933594 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -62642.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62645.707031 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -62645.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62653.621094 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -62653.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62670.789062 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -62670.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62702.515625 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -62702.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62728.406250 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -62728.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62744.886719 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -62744.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62752.464844 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -62752.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62763.207031 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -62763.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62769.347656 Penalty: 3119.698975
	Iteration 14Q: 3 clusters Score -62769.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62776.789062 Penalty: 3119.698975
	Iteration 15Q: 3 clusters Score -62776.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62792.703125 Penalty: 3119.698975
	Iteration 16Q: 3 clusters Score -62792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62833.277344 Penalty: 3119.698975
	Iteration 17Q: 3 clusters Score -62833.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62898.054688 Penalty: 3119.698975
	Iteration 18Q: 3 clusters Score -62898.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62944.093750 Penalty: 3119.698975
	Iteration 19Q: 3 clusters Score -62944.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62980.816406 Penalty: 3119.698975
	Iteration 20F: 3 clusters Score -62980.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63032.109375 Penalty: 3119.698975
	Iteration 21Q: 3 clusters Score -63032.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63059.632812 Penalty: 3119.698975
	Iteration 22Q: 3 clusters Score -63059.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63070.820312 Penalty: 3119.698975
	Iteration 23Q: 3 clusters Score -63070.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63078.984375 Penalty: 3119.698975
	Iteration 24Q: 3 clusters Score -63078.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63109.195312 Penalty: 3119.698975
	Iteration 25Q: 3 clusters Score -63109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63115.191406 Penalty: 3119.698975
	Iteration 26Q: 3 clusters Score -63115.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63120.281250 Penalty: 3119.698975
	Iteration 27Q: 3 clusters Score -63120.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63125.050781 Penalty: 3119.698975
	Iteration 28Q: 3 clusters Score -63125.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63136.273438 Penalty: 3119.698975
	Iteration 29Q: 3 clusters Score -63136.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63142.238281 Penalty: 3119.698975
	Iteration 30Q: 3 clusters Score -63142.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63152.613281 Penalty: 3119.698975
	Iteration 31Q: 3 clusters Score -63152.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63162.851562 Penalty: 3119.698975
	Iteration 32Q: 3 clusters Score -63162.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63221.785156 Penalty: 3119.698975
	Iteration 33Q: 3 clusters Score -63221.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63300.167969 Penalty: 3119.698975
	Iteration 34Q: 3 clusters Score -63300.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63346.949219 Penalty: 3119.698975
	Iteration 35Q: 3 clusters Score -63346.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63403.914062 Penalty: 3119.698975
	Iteration 36Q: 3 clusters Score -63403.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63445.839844 Penalty: 3119.698975
	Iteration 37Q: 3 clusters Score -63445.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63467.144531 Penalty: 3119.698975
	Iteration 38Q: 3 clusters Score -63467.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63478.621094 Penalty: 3119.698975
	Iteration 39Q: 3 clusters Score -63478.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63495.414062 Penalty: 3119.698975
	Iteration 40F: 3 clusters Score -63495.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63656.750000 Penalty: 3119.698975
	Iteration 41Q: 3 clusters Score -63656.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63683.980469 Penalty: 3119.698975
	Iteration 42Q: 3 clusters Score -63683.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63704.734375 Penalty: 3119.698975
	Iteration 43Q: 3 clusters Score -63704.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63721.445312 Penalty: 3119.698975
	Iteration 44Q: 3 clusters Score -63721.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63758.765625 Penalty: 3119.698975
	Iteration 45Q: 3 clusters Score -63758.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63778.761719 Penalty: 3119.698975
	Iteration 46Q: 3 clusters Score -63778.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63778.761719 Penalty: 3119.698975
	Iteration 47F: 3 clusters Score -63778.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Entering Unmasked Estep 
Score: -4900506.000000 Penalty: 2604.180908
	Iteration 0F: 2 clusters Score -4900506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4876021.500000 Penalty: 5208.361816
	Iteration 0F: 3 clusters Score -4876022 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4884692.000000 Penalty: 5208.361816
	Iteration 1F: 3 clusters Score -4884692 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4885114.000000 Penalty: 5208.361816
	Iteration 2Q: 3 clusters Score -4885114 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4885467.000000 Penalty: 5208.361816
	Iteration 3Q: 3 clusters Score -4885467 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4885748.000000 Penalty: 5208.361816
	Iteration 4Q: 3 clusters Score -4885748 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4885972.500000 Penalty: 5208.361816
	Iteration 5Q: 3 clusters Score -4885972 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4886176.000000 Penalty: 5208.361816
	Iteration 6Q: 3 clusters Score -4886176 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4886378.000000 Penalty: 5208.361816
	Iteration 7Q: 3 clusters Score -4886378 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4886635.000000 Penalty: 5208.361816
	Iteration 8Q: 3 clusters Score -4886635 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4886854.500000 Penalty: 5208.361816
	Iteration 9Q: 3 clusters Score -4886854 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4887148.500000 Penalty: 5208.361816
	Iteration 10Q: 3 clusters Score -4887148 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4887555.500000 Penalty: 5208.361816
	Iteration 11Q: 3 clusters Score -4887556 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4888060.000000 Penalty: 5208.361816
	Iteration 12Q: 3 clusters Score -4888060 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4888731.000000 Penalty: 5208.361816
	Iteration 13Q: 3 clusters Score -4888731 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4889606.500000 Penalty: 5208.361816
	Iteration 14Q: 3 clusters Score -4889606 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4890675.500000 Penalty: 5208.361816
	Iteration 15Q: 3 clusters Score -4890676 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4892115.500000 Penalty: 5208.361816
	Iteration 16F: 3 clusters Score -4892116 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4893614.000000 Penalty: 5208.361816
	Iteration 17F: 3 clusters Score -4893614 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4895127.500000 Penalty: 5208.361816
	Iteration 18F: 3 clusters Score -4895128 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4896438.500000 Penalty: 5208.361816
	Iteration 19Q: 3 clusters Score -4896438 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4897280.000000 Penalty: 5208.361816
	Iteration 20F: 3 clusters Score -4897280 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4897727.500000 Penalty: 5208.361816
	Iteration 21Q: 3 clusters Score -4897728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4897968.000000 Penalty: 5208.361816
	Iteration 22Q: 3 clusters Score -4897968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4898068.000000 Penalty: 5208.361816
	Iteration 23Q: 3 clusters Score -4898068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4898133.500000 Penalty: 5208.361816
	Iteration 24Q: 3 clusters Score -4898134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4898183.000000 Penalty: 5208.361816
	Iteration 25Q: 3 clusters Score -4898183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4898202.000000 Penalty: 5208.361816
	Iteration 26Q: 3 clusters Score -4898202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4898221.000000 Penalty: 5208.361816
	Iteration 27Q: 3 clusters Score -4898221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4898230.000000 Penalty: 5208.361816
	Iteration 28Q: 3 clusters Score -4898230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4898242.500000 Penalty: 5208.361816
	Iteration 29Q: 3 clusters Score -4898242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4898248.000000 Penalty: 5208.361816
	Iteration 30Q: 3 clusters Score -4898248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4898247.500000 Penalty: 5208.361816
	Iteration 31Q: 3 clusters Score -4898248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4898254.000000 Penalty: 5208.361816
	Iteration 32Q: 3 clusters Score -4898254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4898257.000000 Penalty: 5208.361816
	Iteration 33Q: 3 clusters Score -4898257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4898262.500000 Penalty: 5208.361816
	Iteration 34Q: 3 clusters Score -4898262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4898264.000000 Penalty: 5208.361816
	Iteration 35Q: 3 clusters Score -4898264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4898262.500000 Penalty: 5208.361816
	Iteration 36Q: 3 clusters Score -4898262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4898270.500000 Penalty: 5208.361816
	Iteration 37Q: 3 clusters Score -4898270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4898265.000000 Penalty: 5208.361816
	Iteration 38Q: 3 clusters Score -4898265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4898268.000000 Penalty: 5208.361816
	Iteration 39Q: 3 clusters Score -4898268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4898268.000000 Penalty: 5208.361816
	Iteration 40F: 3 clusters Score -4898268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -105388.976562 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -105389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103582.257812 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -103582.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103817.601562 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -103817.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103885.156250 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -103885.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103922.328125 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -103922.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103962.093750 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -103962.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103985.921875 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -103985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103991.750000 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -103991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103996.476562 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -103996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103997.867188 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -103997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103997.867188 Penalty: 3325.389648
	Iteration 9F: 3 clusters Score -103997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 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 472 members 
Entering Unmasked Estep 
Score: -115800.968750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115801 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116054.718750 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116054.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116123.765625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116156.968750 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116170.195312 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116173.296875 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116173.710938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116173.710938 Penalty: 3371.778320
	Iteration 7F: 3 clusters Score -116173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (251635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251635 members 
Entering Unmasked Estep 
Score: -34402828.000000 Penalty: 3084.062256
	Iteration 0F: 2 clusters Score -3.440283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -34252340.000000 Penalty: 6168.124512
	Iteration 0F: 3 clusters Score -3.425234e+07 nChanged 121728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121718 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -34324180.000000 Penalty: 6168.124512
	Iteration 1F: 3 clusters Score -3.432418e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -34325672.000000 Penalty: 6168.124512
	Iteration 2Q: 3 clusters Score -3.432567e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116490 members 
Mstep: Class 2 contains 135145 members 
Entering Unmasked Estep 
Score: -34327628.000000 Penalty: 6168.124512
	Iteration 3Q: 3 clusters Score -3.432763e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 139699 members 
Entering Unmasked Estep 
Score: -34330728.000000 Penalty: 6168.124512
	Iteration 4Q: 3 clusters Score -3.433073e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -34335264.000000 Penalty: 6168.124512
	Iteration 5Q: 3 clusters Score -3.433526e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -34342144.000000 Penalty: 6168.124512
	Iteration 6F: 3 clusters Score -3.434214e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -34351420.000000 Penalty: 6168.124512
	Iteration 7F: 3 clusters Score -3.435142e+07 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -34361532.000000 Penalty: 6168.124512
	Iteration 8F: 3 clusters Score -3.436153e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -34369436.000000 Penalty: 6168.124512
	Iteration 9F: 3 clusters Score -3.436944e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -34373528.000000 Penalty: 6168.124512
	Iteration 10Q: 3 clusters Score -3.437353e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -34374772.000000 Penalty: 6168.124512
	Iteration 11Q: 3 clusters Score -3.437477e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -34374864.000000 Penalty: 6168.124512
	Iteration 12Q: 3 clusters Score -3.437486e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 179292 members 
Entering Unmasked Estep 
Score: -34375036.000000 Penalty: 6168.124512
	Iteration 13Q: 3 clusters Score -3.437504e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -34374876.000000 Penalty: 6168.124512
	Iteration 14Q: 3 clusters Score -3.437488e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -34374760.000000 Penalty: 6168.124512
	Iteration 15Q: 3 clusters Score -3.437476e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -34374728.000000 Penalty: 6168.124512
	Iteration 16Q: 3 clusters Score -3.437473e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -34374528.000000 Penalty: 6168.124512
	Iteration 17Q: 3 clusters Score -3.437453e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -34374688.000000 Penalty: 6168.124512
	Iteration 18Q: 3 clusters Score -3.437469e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -34374648.000000 Penalty: 6168.124512
	Iteration 19Q: 3 clusters Score -3.437465e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -34374676.000000 Penalty: 6168.124512
	Iteration 20F: 3 clusters Score -3.437468e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -34374728.000000 Penalty: 6168.124512
	Iteration 21Q: 3 clusters Score -3.437473e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -34374476.000000 Penalty: 6168.124512
	Iteration 22Q: 3 clusters Score -3.437448e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -34374324.000000 Penalty: 6168.124512
	Iteration 23Q: 3 clusters Score -3.437432e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -34374320.000000 Penalty: 6168.124512
	Iteration 24Q: 3 clusters Score -3.437432e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -34374328.000000 Penalty: 6168.124512
	Iteration 25Q: 3 clusters Score -3.437433e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -34374140.000000 Penalty: 6168.124512
	Iteration 26Q: 3 clusters Score -3.437414e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -34374132.000000 Penalty: 6168.124512
	Iteration 27Q: 3 clusters Score -3.437413e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -34373896.000000 Penalty: 6168.124512
	Iteration 28Q: 3 clusters Score -3.43739e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -34373828.000000 Penalty: 6168.124512
	Iteration 29Q: 3 clusters Score -3.437383e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -34373828.000000 Penalty: 6168.124512
	Iteration 30Q: 3 clusters Score -3.437383e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -34373868.000000 Penalty: 6168.124512
	Iteration 31Q: 3 clusters Score -3.437387e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -34373704.000000 Penalty: 6168.124512
	Iteration 32Q: 3 clusters Score -3.43737e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 155953 members 
Entering Unmasked Estep 
Score: -34373768.000000 Penalty: 6168.124512
	Iteration 33Q: 3 clusters Score -3.437377e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -34373648.000000 Penalty: 6168.124512
	Iteration 34Q: 3 clusters Score -3.437365e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -34373640.000000 Penalty: 6168.124512
	Iteration 35Q: 3 clusters Score -3.437364e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -34373500.000000 Penalty: 6168.124512
	Iteration 36Q: 3 clusters Score -3.43735e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 150282 members 
Entering Unmasked Estep 
Score: -34373632.000000 Penalty: 6168.124512
	Iteration 37Q: 3 clusters Score -3.437363e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -34373736.000000 Penalty: 6168.124512
	Iteration 38Q: 3 clusters Score -3.437374e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 147351 members 
Entering Unmasked Estep 
Score: -34373836.000000 Penalty: 6168.124512
	Iteration 39Q: 3 clusters Score -3.437384e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 146000 members 
Entering Unmasked Estep 
Score: -34373952.000000 Penalty: 6168.124512
	Iteration 40F: 3 clusters Score -3.437395e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -34373972.000000 Penalty: 6168.124512
	Iteration 41Q: 3 clusters Score -3.437397e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 143374 members 
Entering Unmasked Estep 
Score: -34374148.000000 Penalty: 6168.124512
	Iteration 42Q: 3 clusters Score -3.437415e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -34374096.000000 Penalty: 6168.124512
	Iteration 43Q: 3 clusters Score -3.43741e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
Score: -34374308.000000 Penalty: 6168.124512
	Iteration 44Q: 3 clusters Score -3.437431e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 139685 members 
Entering Unmasked Estep 
Score: -34374220.000000 Penalty: 6168.124512
	Iteration 45Q: 3 clusters Score -3.437422e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -34374280.000000 Penalty: 6168.124512
	Iteration 46Q: 3 clusters Score -3.437428e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 137403 members 
Entering Unmasked Estep 
Score: -34374444.000000 Penalty: 6168.124512
	Iteration 47Q: 3 clusters Score -3.437444e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 136299 members 
Entering Unmasked Estep 
Score: -34374672.000000 Penalty: 6168.124512
	Iteration 48Q: 3 clusters Score -3.437467e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 135258 members 
Entering Unmasked Estep 
Score: -34374788.000000 Penalty: 6168.124512
	Iteration 49Q: 3 clusters Score -3.437479e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117344 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -34374836.000000 Penalty: 6168.124512
	Iteration 50Q: 3 clusters Score -3.437484e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -34374736.000000 Penalty: 6168.124512
	Iteration 51Q: 3 clusters Score -3.437474e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 132171 members 
Entering Unmasked Estep 
Score: -34374964.000000 Penalty: 6168.124512
	Iteration 52Q: 3 clusters Score -3.437496e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 131013 members 
Entering Unmasked Estep 
Score: -34375112.000000 Penalty: 6168.124512
	Iteration 53Q: 3 clusters Score -3.437511e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -34375232.000000 Penalty: 6168.124512
	Iteration 54Q: 3 clusters Score -3.437523e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -34375584.000000 Penalty: 6168.124512
	Iteration 55Q: 3 clusters Score -3.437558e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -34375652.000000 Penalty: 6168.124512
	Iteration 56Q: 3 clusters Score -3.437565e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -34375784.000000 Penalty: 6168.124512
	Iteration 57Q: 3 clusters Score -3.437578e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -34375840.000000 Penalty: 6168.124512
	Iteration 58Q: 3 clusters Score -3.437584e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 123982 members 
Entering Unmasked Estep 
Score: -34376112.000000 Penalty: 6168.124512
	Iteration 59Q: 3 clusters Score -3.437611e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -34376292.000000 Penalty: 6168.124512
	Iteration 60F: 3 clusters Score -3.437629e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -34376652.000000 Penalty: 6168.124512
	Iteration 61Q: 3 clusters Score -3.437665e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -34376900.000000 Penalty: 6168.124512
	Iteration 62Q: 3 clusters Score -3.43769e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132593 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -34377232.000000 Penalty: 6168.124512
	Iteration 63Q: 3 clusters Score -3.437723e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133873 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -34377300.000000 Penalty: 6168.124512
	Iteration 64Q: 3 clusters Score -3.43773e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135175 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -34377672.000000 Penalty: 6168.124512
	Iteration 65Q: 3 clusters Score -3.437767e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -34377840.000000 Penalty: 6168.124512
	Iteration 66Q: 3 clusters Score -3.437784e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -34378128.000000 Penalty: 6168.124512
	Iteration 67Q: 3 clusters Score -3.437813e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139800 members 
Mstep: Class 2 contains 111835 members 
Entering Unmasked Estep 
Score: -34378588.000000 Penalty: 6168.124512
	Iteration 68Q: 3 clusters Score -3.437859e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141744 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -34378876.000000 Penalty: 6168.124512
	Iteration 69Q: 3 clusters Score -3.437888e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143728 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -34379296.000000 Penalty: 6168.124512
	Iteration 70Q: 3 clusters Score -3.43793e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145906 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -34379380.000000 Penalty: 6168.124512
	Iteration 71Q: 3 clusters Score -3.437938e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -34379760.000000 Penalty: 6168.124512
	Iteration 72Q: 3 clusters Score -3.437976e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -34379892.000000 Penalty: 6168.124512
	Iteration 73Q: 3 clusters Score -3.437989e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -34380312.000000 Penalty: 6168.124512
	Iteration 74Q: 3 clusters Score -3.438031e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -34380832.000000 Penalty: 6168.124512
	Iteration 75Q: 3 clusters Score -3.438083e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -34381396.000000 Penalty: 6168.124512
	Iteration 76Q: 3 clusters Score -3.43814e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -34381848.000000 Penalty: 6168.124512
	Iteration 77Q: 3 clusters Score -3.438185e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -34382604.000000 Penalty: 6168.124512
	Iteration 78Q: 3 clusters Score -3.43826e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176007 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -34383000.000000 Penalty: 6168.124512
	Iteration 79Q: 3 clusters Score -3.4383e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182337 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -34382996.000000 Penalty: 6168.124512
	Iteration 80F: 3 clusters Score -3.4383e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189541 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -34383016.000000 Penalty: 6168.124512
	Iteration 81Q: 3 clusters Score -3.438302e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -34382884.000000 Penalty: 6168.124512
	Iteration 82Q: 3 clusters Score -3.438288e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204860 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -34383212.000000 Penalty: 6168.124512
	Iteration 83Q: 3 clusters Score -3.438321e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212328 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -34383436.000000 Penalty: 6168.124512
	Iteration 84Q: 3 clusters Score -3.438344e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219280 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -34384388.000000 Penalty: 6168.124512
	Iteration 85Q: 3 clusters Score -3.438439e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225441 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -34385112.000000 Penalty: 6168.124512
	Iteration 86Q: 3 clusters Score -3.438511e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230902 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -34385640.000000 Penalty: 6168.124512
	Iteration 87Q: 3 clusters Score -3.438564e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235577 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -34386836.000000 Penalty: 6168.124512
	Iteration 88Q: 3 clusters Score -3.438684e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239428 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -34389744.000000 Penalty: 6168.124512
	Iteration 89Q: 3 clusters Score -3.438974e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242870 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -34393484.000000 Penalty: 6168.124512
	Iteration 90Q: 3 clusters Score -3.439348e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245814 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -34396040.000000 Penalty: 6168.124512
	Iteration 91Q: 3 clusters Score -3.439604e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248058 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -34397836.000000 Penalty: 6168.124512
	Iteration 92Q: 3 clusters Score -3.439784e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249534 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -34398868.000000 Penalty: 6168.124512
	Iteration 93Q: 3 clusters Score -3.439887e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250365 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -34399452.000000 Penalty: 6168.124512
	Iteration 94Q: 3 clusters Score -3.439945e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250810 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -34399748.000000 Penalty: 6168.124512
	Iteration 95Q: 3 clusters Score -3.439975e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251014 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -34399872.000000 Penalty: 6168.124512
	Iteration 96Q: 3 clusters Score -3.439987e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251131 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34399964.000000 Penalty: 6168.124512
	Iteration 97Q: 3 clusters Score -3.439996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251180 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34400052.000000 Penalty: 6168.124512
	Iteration 98Q: 3 clusters Score -3.440005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251213 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34400064.000000 Penalty: 6168.124512
	Iteration 99Q: 3 clusters Score -3.440006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34400092.000000 Penalty: 6168.124512
	Iteration 100F: 3 clusters Score -3.440009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34400112.000000 Penalty: 6168.124512
	Iteration 101Q: 3 clusters Score -3.440011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34400144.000000 Penalty: 6168.124512
	Iteration 102Q: 3 clusters Score -3.440014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251273 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34400176.000000 Penalty: 6168.124512
	Iteration 103Q: 3 clusters Score -3.440018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34400152.000000 Penalty: 6168.124512
	Iteration 104Q: 3 clusters Score -3.440015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251284 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34400184.000000 Penalty: 6168.124512
	Iteration 105Q: 3 clusters Score -3.440018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34400180.000000 Penalty: 6168.124512
	Iteration 106Q: 3 clusters Score -3.440018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34400192.000000 Penalty: 6168.124512
	Iteration 107Q: 3 clusters Score -3.440019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34400172.000000 Penalty: 6168.124512
	Iteration 108Q: 3 clusters Score -3.440017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251297 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34400192.000000 Penalty: 6168.124512
	Iteration 109Q: 3 clusters Score -3.440019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251297 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34400192.000000 Penalty: 6168.124512
	Iteration 110F: 3 clusters Score -3.440019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68264.687500 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68264.69 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68537.164062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68537.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68617.179688 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -68617.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68656.554688 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68656.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68687.843750 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68687.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68717.531250 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68717.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68734.726562 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68734.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68754.140625 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68754.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68783.515625 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68783.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68829.617188 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68829.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68855.867188 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68855.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68869.656250 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -68869.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68894.726562 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -68894.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68913.101562 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -68913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68928.828125 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -68928.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68952.031250 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -68952.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68967.015625 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -68967.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69002.867188 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -69002.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69024.515625 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -69024.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69034.570312 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -69034.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69040.468750 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -69040.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69046.609375 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -69046.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69050.281250 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -69050.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69055.585938 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -69055.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69061.890625 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -69061.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69063.054688 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -69063.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69065.195312 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -69065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69065.195312 Penalty: 3151.767578
	Iteration 27F: 3 clusters Score -69065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -744303.562500 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -744303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -739431.125000 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -739431.1 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -740602.250000 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -740602.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -740804.750000 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -740804.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -740940.437500 Penalty: 4280.738770
	Iteration 3Q: 3 clusters Score -740940.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -741026.437500 Penalty: 4280.738770
	Iteration 4Q: 3 clusters Score -741026.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -741089.750000 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -741089.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -741139.000000 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -741139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -741173.187500 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -741173.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -741215.687500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -741215.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -741252.312500 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -741252.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -741282.750000 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -741282.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -741315.187500 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -741315.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -741354.500000 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -741354.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -741399.937500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -741399.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -741444.875000 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -741444.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -741506.000000 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -741506 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -741586.187500 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -741586.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -741692.937500 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -741692.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -741815.000000 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -741815 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -741941.187500 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -741941.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -742078.875000 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -742078.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -742235.375000 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -742235.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -742368.937500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -742368.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -742477.437500 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -742477.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -742581.250000 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -742581.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -742657.062500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -742657.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -742702.250000 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -742702.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -742738.625000 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -742738.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -742756.875000 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -742756.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -742767.687500 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -742767.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -742772.062500 Penalty: 4280.738770
	Iteration 30Q: 3 clusters Score -742772.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -742781.875000 Penalty: 4280.738770
	Iteration 31Q: 3 clusters Score -742781.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -742790.625000 Penalty: 4280.738770
	Iteration 32Q: 3 clusters Score -742790.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -742803.937500 Penalty: 4280.738770
	Iteration 33Q: 3 clusters Score -742803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -742809.250000 Penalty: 4280.738770
	Iteration 34Q: 3 clusters Score -742809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -742815.937500 Penalty: 4280.738770
	Iteration 35Q: 3 clusters Score -742815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -742818.000000 Penalty: 4280.738770
	Iteration 36Q: 3 clusters Score -742818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -742820.562500 Penalty: 4280.738770
	Iteration 37Q: 3 clusters Score -742820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -742821.437500 Penalty: 4280.738770
	Iteration 38Q: 3 clusters Score -742821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -742824.937500 Penalty: 4280.738770
	Iteration 39Q: 3 clusters Score -742824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -742827.312500 Penalty: 4280.738770
	Iteration 40F: 3 clusters Score -742827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -742830.125000 Penalty: 4280.738770
	Iteration 41Q: 3 clusters Score -742830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -742834.250000 Penalty: 4280.738770
	Iteration 42Q: 3 clusters Score -742834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -742835.875000 Penalty: 4280.738770
	Iteration 43Q: 3 clusters Score -742835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -742837.562500 Penalty: 4280.738770
	Iteration 44Q: 3 clusters Score -742837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -742838.875000 Penalty: 4280.738770
	Iteration 45Q: 3 clusters Score -742838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -742841.875000 Penalty: 4280.738770
	Iteration 46Q: 3 clusters Score -742841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -742840.562500 Penalty: 4280.738770
	Iteration 47Q: 3 clusters Score -742840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -742841.312500 Penalty: 4280.738770
	Iteration 48Q: 3 clusters Score -742841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -742842.937500 Penalty: 4280.738770
	Iteration 49Q: 3 clusters Score -742842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -742843.937500 Penalty: 4280.738770
	Iteration 50Q: 3 clusters Score -742843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -742843.937500 Penalty: 4280.738770
	Iteration 51F: 3 clusters Score -742843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185251.531250 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -183000.781250 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -183000.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183546.796875 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183546.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -183783.078125 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183783.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183930.015625 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -183930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184037.843750 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -184037.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -184113.968750 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -184114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -184185.109375 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184185.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184234.718750 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184234.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -184277.406250 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184277.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -184317.515625 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184317.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184340.593750 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184355.437500 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -184369.703125 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -184467.859375 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -184516.984375 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -184544.484375 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184544.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -184568.406250 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -184579.593750 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -184590.203125 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -184599.484375 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184599.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -184610.093750 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -184626.531250 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -184626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -184637.875000 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -184637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -184647.359375 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -184647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -184657.390625 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -184657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -184670.078125 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -184670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -184678.593750 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -184678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -184684.046875 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -184684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -184689.468750 Penalty: 3645.537354
	Iteration 28Q: 3 clusters Score -184689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -184692.890625 Penalty: 3645.537354
	Iteration 29Q: 3 clusters Score -184692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -184694.984375 Penalty: 3645.537354
	Iteration 30Q: 3 clusters Score -184695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -184694.984375 Penalty: 3645.537354
	Iteration 31F: 3 clusters Score -184695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -957454.812500 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -957454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -951643.500000 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -951643.5 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -953070.687500 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -953070.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -953282.187500 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -953282.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -953413.250000 Penalty: 4393.468750
	Iteration 3Q: 3 clusters Score -953413.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -953517.437500 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -953517.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -953615.125000 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -953615.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -953703.500000 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -953703.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -953789.625000 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -953789.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -953875.500000 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -953875.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -953975.625000 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -953975.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -954079.687500 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -954079.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -954185.812500 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -954185.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -954306.312500 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -954306.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -954460.625000 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -954460.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -954618.750000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -954618.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -954780.312500 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -954780.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -954933.187500 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -954933.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -955062.750000 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -955062.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -955185.500000 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -955185.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -955295.625000 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -955295.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -955383.500000 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -955383.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -955451.875000 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -955451.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -955496.562500 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -955496.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -955528.687500 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -955528.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -955552.937500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -955552.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -955574.375000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -955574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -955589.250000 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -955589.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -955599.625000 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -955599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -955613.437500 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -955613.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -955628.812500 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -955628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -955637.750000 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -955637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -955649.625000 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -955649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -955654.937500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -955654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -955653.875000 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -955653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -955653.875000 Penalty: 4393.468750
	Iteration 34F: 3 clusters Score -955653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58513 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93518 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251635 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5600 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140960.000000 Penalty: 99435.203125
Iteration 225F: 30 clusters Score -1.34141e+08 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17505 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141776 members 
Mstep: Class 8 contains 24247 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 106719 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 58154 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 16 contains 13708 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93552 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251750 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5609 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7033 members 
Mstep: Class 29 contains 126584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142840.000000 Penalty: 99435.203125
Iteration 226Q: 30 clusters Score -1.341428e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17526 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141826 members 
Mstep: Class 8 contains 24320 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 106598 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 57912 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 13727 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93575 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36316 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251812 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5599 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7042 members 
Mstep: Class 29 contains 125865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143480.000000 Penalty: 99435.203125
Iteration 227Q: 30 clusters Score -1.341435e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17562 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141785 members 
Mstep: Class 8 contains 24372 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 106493 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 57739 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 13751 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93593 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36296 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251872 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7050 members 
Mstep: Class 29 contains 125226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143976.000000 Penalty: 99435.203125
Iteration 228Q: 30 clusters Score -1.34144e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17575 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141737 members 
Mstep: Class 8 contains 24430 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 106390 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 57624 members 
Mstep: Class 15 contains 9556 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93610 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36247 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251942 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7064 members 
Mstep: Class 29 contains 124636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144288.000000 Penalty: 99435.203125
Iteration 229Q: 30 clusters Score -1.341443e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17589 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141686 members 
Mstep: Class 8 contains 24464 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 106306 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 57521 members 
Mstep: Class 15 contains 10254 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93626 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36193 members 
Mstep: Class 22 contains 816 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251977 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7071 members 
Mstep: Class 29 contains 124102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144576.000000 Penalty: 99435.203125
Iteration 230Q: 30 clusters Score -1.341446e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17595 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141632 members 
Mstep: Class 8 contains 24507 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 106238 members 
Mstep: Class 13 contains 16846 members 
Mstep: Class 14 contains 57421 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93625 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36151 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251991 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7063 members 
Mstep: Class 29 contains 123677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144864.000000 Penalty: 99435.203125
Iteration 231Q: 30 clusters Score -1.341449e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17610 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141542 members 
Mstep: Class 8 contains 24546 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 106187 members 
Mstep: Class 13 contains 16847 members 
Mstep: Class 14 contains 57339 members 
Mstep: Class 15 contains 11452 members 
Mstep: Class 16 contains 13830 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 19 contains 93638 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 36112 members 
Mstep: Class 22 contains 818 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 251984 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7064 members 
Mstep: Class 29 contains 123273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144928.000000 Penalty: 99435.203125
Iteration 232Q: 30 clusters Score -1.341449e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17627 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141474 members 
Mstep: Class 8 contains 24557 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 106158 members 
Mstep: Class 13 contains 16848 members 
Mstep: Class 14 contains 57285 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93633 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 36063 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252016 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7072 members 
Mstep: Class 29 contains 122863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145240.000000 Penalty: 99435.203125
Iteration 233Q: 30 clusters Score -1.341452e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17640 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141416 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 106139 members 
Mstep: Class 13 contains 16848 members 
Mstep: Class 14 contains 57214 members 
Mstep: Class 15 contains 12532 members 
Mstep: Class 16 contains 13848 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 36022 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252016 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7086 members 
Mstep: Class 29 contains 122481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145184.000000 Penalty: 99435.203125
Iteration 234Q: 30 clusters Score -1.341452e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17649 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141317 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 106120 members 
Mstep: Class 13 contains 16848 members 
Mstep: Class 14 contains 57202 members 
Mstep: Class 15 contains 13030 members 
Mstep: Class 16 contains 13864 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93626 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 35986 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252035 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7089 members 
Mstep: Class 29 contains 122102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145440.000000 Penalty: 99435.203125
Iteration 235Q: 30 clusters Score -1.341454e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17657 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141207 members 
Mstep: Class 8 contains 24562 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 106106 members 
Mstep: Class 13 contains 16847 members 
Mstep: Class 14 contains 57162 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 13865 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93625 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 35953 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252068 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7092 members 
Mstep: Class 29 contains 121809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145776.000000 Penalty: 99435.203125
Iteration 236Q: 30 clusters Score -1.341458e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141111 members 
Mstep: Class 8 contains 24552 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 106075 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57134 members 
Mstep: Class 15 contains 13885 members 
Mstep: Class 16 contains 13874 members 
Mstep: Class 17 contains 1094 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93626 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35921 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252146 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7094 members 
Mstep: Class 29 contains 121489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145680.000000 Penalty: 99435.203125
Iteration 237Q: 30 clusters Score -1.341457e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17674 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 141018 members 
Mstep: Class 8 contains 24557 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 106053 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57110 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 13878 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252198 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7094 members 
Mstep: Class 29 contains 121202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145712.000000 Penalty: 99435.203125
Iteration 238Q: 30 clusters Score -1.341457e+08 nChanged 1116
Entering ConstructFrom: 
Score: -134145712.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162337.421875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160224.031250 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160224 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160760.046875 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160760 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161085.375000 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161085.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -161333.328125 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -161333.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -161629.875000 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -161629.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162117.015625 Penalty: 3568.068359
	Iteration 5F: 3 clusters Score -162117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -162772.828125 Penalty: 3568.068359
	Iteration 6F: 3 clusters Score -162772.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -163216.328125 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -163216.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -163263.281250 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -163263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163294.953125 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -163295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -163313.078125 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -163323.375000 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -163335.359375 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163339.343750 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163339.343750 Penalty: 3568.068359
	Iteration 14F: 3 clusters Score -163339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17683 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140923 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 106022 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93631 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35888 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252223 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7093 members 
Mstep: Class 29 contains 120930 members 
Mstep: Class 30 contains 744 members 
Entering Unmasked Estep 
Score: -134145248.000000 Penalty: 102864.000000
Splitting cluster 1 changes total score from -134145712.000000 to -134145248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Entering Unmasked Estep 
Score: -2434779.250000 Penalty: 2425.529053
	Iteration 0F: 2 clusters Score -2434779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2422183.250000 Penalty: 4851.058105
	Iteration 0F: 3 clusters Score -2422183 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2426486.750000 Penalty: 4851.058105
	Iteration 1F: 3 clusters Score -2426487 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2427077.750000 Penalty: 4851.058105
	Iteration 2F: 3 clusters Score -2427078 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2427754.750000 Penalty: 4851.058105
	Iteration 3F: 3 clusters Score -2427755 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2428604.250000 Penalty: 4851.058105
	Iteration 4F: 3 clusters Score -2428604 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2429480.500000 Penalty: 4851.058105
	Iteration 5F: 3 clusters Score -2429480 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2430308.500000 Penalty: 4851.058105
	Iteration 6F: 3 clusters Score -2430308 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2431055.000000 Penalty: 4851.058105
	Iteration 7F: 3 clusters Score -2431055 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2431703.250000 Penalty: 4851.058105
	Iteration 8Q: 3 clusters Score -2431703 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2432194.750000 Penalty: 4851.058105
	Iteration 9Q: 3 clusters Score -2432195 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2432695.500000 Penalty: 4851.058105
	Iteration 10Q: 3 clusters Score -2432696 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2433089.750000 Penalty: 4851.058105
	Iteration 11Q: 3 clusters Score -2433090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2433284.250000 Penalty: 4851.058105
	Iteration 12Q: 3 clusters Score -2433284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2433380.750000 Penalty: 4851.058105
	Iteration 13Q: 3 clusters Score -2433381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2433442.000000 Penalty: 4851.058105
	Iteration 14Q: 3 clusters Score -2433442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2433475.750000 Penalty: 4851.058105
	Iteration 15Q: 3 clusters Score -2433476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2433511.000000 Penalty: 4851.058105
	Iteration 16Q: 3 clusters Score -2433511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2433538.000000 Penalty: 4851.058105
	Iteration 17Q: 3 clusters Score -2433538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2433561.500000 Penalty: 4851.058105
	Iteration 18Q: 3 clusters Score -2433562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2433569.500000 Penalty: 4851.058105
	Iteration 19Q: 3 clusters Score -2433570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2433579.500000 Penalty: 4851.058105
	Iteration 20F: 3 clusters Score -2433580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2433588.750000 Penalty: 4851.058105
	Iteration 21Q: 3 clusters Score -2433589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2433598.500000 Penalty: 4851.058105
	Iteration 22Q: 3 clusters Score -2433598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2433602.000000 Penalty: 4851.058105
	Iteration 23Q: 3 clusters Score -2433602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2433601.750000 Penalty: 4851.058105
	Iteration 24Q: 3 clusters Score -2433602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2433601.500000 Penalty: 4851.058105
	Iteration 25Q: 3 clusters Score -2433602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2433603.750000 Penalty: 4851.058105
	Iteration 26Q: 3 clusters Score -2433604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2433603.000000 Penalty: 4851.058105
	Iteration 27Q: 3 clusters Score -2433603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2433603.000000 Penalty: 4851.058105
	Iteration 28F: 3 clusters Score -2433603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -406048.562500 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -406048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -402757.062500 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -402757.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -403443.375000 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -403443.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -403665.656250 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -403665.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -403813.468750 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -403813.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -403915.687500 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -403915.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -403991.625000 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -403991.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -404044.750000 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -404044.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -404089.406250 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -404089.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -404121.875000 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -404121.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -404146.062500 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -404146.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -404159.843750 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -404159.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -404171.812500 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -404171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -404180.000000 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -404180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -404189.468750 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -404189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -404195.031250 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -404195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -404203.156250 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -404203.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -404213.093750 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -404213.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -404227.375000 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -404227.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -404244.937500 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -404244.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -404266.687500 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -404266.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -404281.187500 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -404281.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -404289.875000 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -404289.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -404297.531250 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -404297.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -404307.875000 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -404307.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -404325.093750 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -404325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -404332.000000 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -404332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -404337.937500 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -404337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -404346.593750 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -404346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -404358.125000 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -404358.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -404372.843750 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -404372.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -404390.968750 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -404391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -404401.468750 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -404401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -404414.125000 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -404414.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -404424.000000 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -404424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404435.781250 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -404435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -404449.187500 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -404449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -404464.468750 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -404464.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -404476.343750 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -404476.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -404490.250000 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -404490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -404506.937500 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -404506.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -404524.312500 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -404524.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -404543.468750 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -404543.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -404559.750000 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -404559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -404573.968750 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -404574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -404588.500000 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -404588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -404594.281250 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -404594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -404598.000000 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -404598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -404602.718750 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -404602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -404607.500000 Penalty: 3985.337646
	Iteration 48Q: 3 clusters Score -404607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -404613.187500 Penalty: 3985.337646
	Iteration 49Q: 3 clusters Score -404613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -404618.250000 Penalty: 3985.337646
	Iteration 50Q: 3 clusters Score -404618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -404623.406250 Penalty: 3985.337646
	Iteration 51Q: 3 clusters Score -404623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -404625.687500 Penalty: 3985.337646
	Iteration 52Q: 3 clusters Score -404625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -404627.093750 Penalty: 3985.337646
	Iteration 53Q: 3 clusters Score -404627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -404628.531250 Penalty: 3985.337646
	Iteration 54Q: 3 clusters Score -404628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -404629.406250 Penalty: 3985.337646
	Iteration 55Q: 3 clusters Score -404629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -404630.625000 Penalty: 3985.337646
	Iteration 56Q: 3 clusters Score -404630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -404630.625000 Penalty: 3985.337646
	Iteration 57F: 3 clusters Score -404630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -353392.812500 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -353392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350336.093750 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -350336.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -350933.968750 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -350934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -351056.968750 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -351057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -351128.218750 Penalty: 3900.942627
	Iteration 3Q: 3 clusters Score -351128.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -351168.937500 Penalty: 3900.942627
	Iteration 4Q: 3 clusters Score -351168.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -351194.937500 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -351194.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -351211.562500 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -351211.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351223.250000 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -351223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -351234.375000 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -351234.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -351247.218750 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -351247.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -351255.062500 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -351255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351262.687500 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -351262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351271.218750 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -351271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -351275.031250 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -351275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -351279.562500 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -351279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -351283.187500 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -351283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -351289.218750 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -351289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -351291.718750 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -351291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351294.812500 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -351294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -351297.312500 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -351297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -351300.343750 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -351300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -351302.562500 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -351302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -351305.031250 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -351305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -351308.718750 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -351308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -351311.218750 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -351311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351311.500000 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -351311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -351312.312500 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -351312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351312.562500 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -351312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351312.562500 Penalty: 3900.942627
	Iteration 28F: 3 clusters Score -351312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150351.187500 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150351.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -150608.203125 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150608.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150684.078125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150684.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150713.765625 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150732.765625 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150735.750000 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150738.187500 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150741.906250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150743.046875 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150743.375000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150743.375000 Penalty: 3480.683105
	Iteration 10F: 3 clusters Score -150743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -915982.937500 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915982.9 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -917524.562500 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917524.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -917824.375000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917824.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -918062.437500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918062.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -918313.687500 Penalty: 4385.788574
	Iteration 4Q: 3 clusters Score -918313.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -918524.562500 Penalty: 4385.788574
	Iteration 5Q: 3 clusters Score -918524.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -918667.812500 Penalty: 4385.788574
	Iteration 6Q: 3 clusters Score -918667.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -918786.562500 Penalty: 4385.788574
	Iteration 7Q: 3 clusters Score -918786.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -918894.437500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -918894.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -919000.312500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919000.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -919113.125000 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919113.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -919231.500000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -919231.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -919354.875000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -919354.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -919492.500000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -919492.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -919631.625000 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -919631.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -919745.125000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -919745.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -919837.187500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -919837.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -919907.187500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -919907.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -919965.375000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -919965.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -920012.562500 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920012.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -920038.062500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920038.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -920061.062500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920061.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -920080.187500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920080.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -920102.187500 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920102.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -920120.312500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -920134.250000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -920145.937500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920145.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -920159.187500 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -920169.812500 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -920176.562500 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -920177.937500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -920177.812500 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -920177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -920177.812500 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -920177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -920178.125000 Penalty: 4385.788574
	Iteration 33Q: 3 clusters Score -920178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -920178.125000 Penalty: 4385.788574
	Iteration 34F: 3 clusters Score -920178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140923 members 
Entering Unmasked Estep 
Score: -19206932.000000 Penalty: 2940.280273
	Iteration 0F: 2 clusters Score -1.920693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -19115044.000000 Penalty: 5880.560547
	Iteration 0F: 3 clusters Score -1.911504e+07 nChanged 67579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -19154264.000000 Penalty: 5880.560547
	Iteration 1F: 3 clusters Score -1.915426e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -19155156.000000 Penalty: 5880.560547
	Iteration 2Q: 3 clusters Score -1.915516e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -19156448.000000 Penalty: 5880.560547
	Iteration 3Q: 3 clusters Score -1.915645e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -19158360.000000 Penalty: 5880.560547
	Iteration 4Q: 3 clusters Score -1.915836e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -19161090.000000 Penalty: 5880.560547
	Iteration 5Q: 3 clusters Score -1.916109e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -19165760.000000 Penalty: 5880.560547
	Iteration 6F: 3 clusters Score -1.916576e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -19172472.000000 Penalty: 5880.560547
	Iteration 7F: 3 clusters Score -1.917247e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -19180840.000000 Penalty: 5880.560547
	Iteration 8F: 3 clusters Score -1.918084e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -19190212.000000 Penalty: 5880.560547
	Iteration 9F: 3 clusters Score -1.919021e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -19197998.000000 Penalty: 5880.560547
	Iteration 10F: 3 clusters Score -1.9198e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -19201924.000000 Penalty: 5880.560547
	Iteration 11Q: 3 clusters Score -1.920192e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -19203442.000000 Penalty: 5880.560547
	Iteration 12Q: 3 clusters Score -1.920344e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 140444 members 
Entering Unmasked Estep 
Score: -19203932.000000 Penalty: 5880.560547
	Iteration 13Q: 3 clusters Score -1.920393e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 140595 members 
Entering Unmasked Estep 
Score: -19204154.000000 Penalty: 5880.560547
	Iteration 14Q: 3 clusters Score -1.920415e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -19204256.000000 Penalty: 5880.560547
	Iteration 15Q: 3 clusters Score -1.920426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 140663 members 
Entering Unmasked Estep 
Score: -19204320.000000 Penalty: 5880.560547
	Iteration 16Q: 3 clusters Score -1.920432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 140668 members 
Entering Unmasked Estep 
Score: -19204326.000000 Penalty: 5880.560547
	Iteration 17Q: 3 clusters Score -1.920433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -19204344.000000 Penalty: 5880.560547
	Iteration 18Q: 3 clusters Score -1.920434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -19204374.000000 Penalty: 5880.560547
	Iteration 19Q: 3 clusters Score -1.920437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -19204378.000000 Penalty: 5880.560547
	Iteration 20F: 3 clusters Score -1.920438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140683 members 
Entering Unmasked Estep 
Score: -19204412.000000 Penalty: 5880.560547
	Iteration 21Q: 3 clusters Score -1.920441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -19204412.000000 Penalty: 5880.560547
	Iteration 22Q: 3 clusters Score -1.920441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -19204404.000000 Penalty: 5880.560547
	Iteration 23Q: 3 clusters Score -1.92044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -19204418.000000 Penalty: 5880.560547
	Iteration 24Q: 3 clusters Score -1.920442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -19204418.000000 Penalty: 5880.560547
	Iteration 25F: 3 clusters Score -1.920442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -3394083.250000 Penalty: 2507.031006
	Iteration 0F: 2 clusters Score -3394083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3376930.000000 Penalty: 5014.062012
	Iteration 0F: 3 clusters Score -3376930 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3382873.750000 Penalty: 5014.062012
	Iteration 1F: 3 clusters Score -3382874 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3383330.250000 Penalty: 5014.062012
	Iteration 2F: 3 clusters Score -3383330 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3383717.250000 Penalty: 5014.062012
	Iteration 3Q: 3 clusters Score -3383717 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3384158.500000 Penalty: 5014.062012
	Iteration 4Q: 3 clusters Score -3384158 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3384803.000000 Penalty: 5014.062012
	Iteration 5Q: 3 clusters Score -3384803 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3385630.750000 Penalty: 5014.062012
	Iteration 6F: 3 clusters Score -3385631 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3386727.250000 Penalty: 5014.062012
	Iteration 7F: 3 clusters Score -3386727 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3388055.250000 Penalty: 5014.062012
	Iteration 8F: 3 clusters Score -3388055 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3389377.000000 Penalty: 5014.062012
	Iteration 9F: 3 clusters Score -3389377 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3390348.250000 Penalty: 5014.062012
	Iteration 10Q: 3 clusters Score -3390348 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3391007.500000 Penalty: 5014.062012
	Iteration 11Q: 3 clusters Score -3391008 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3391369.750000 Penalty: 5014.062012
	Iteration 12Q: 3 clusters Score -3391370 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3391565.500000 Penalty: 5014.062012
	Iteration 13Q: 3 clusters Score -3391566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3391689.750000 Penalty: 5014.062012
	Iteration 14Q: 3 clusters Score -3391690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3391766.500000 Penalty: 5014.062012
	Iteration 15Q: 3 clusters Score -3391766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3391810.250000 Penalty: 5014.062012
	Iteration 16Q: 3 clusters Score -3391810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3391858.500000 Penalty: 5014.062012
	Iteration 17Q: 3 clusters Score -3391858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3391898.250000 Penalty: 5014.062012
	Iteration 18Q: 3 clusters Score -3391898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3391935.500000 Penalty: 5014.062012
	Iteration 19Q: 3 clusters Score -3391936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3391957.750000 Penalty: 5014.062012
	Iteration 20F: 3 clusters Score -3391958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3391973.750000 Penalty: 5014.062012
	Iteration 21Q: 3 clusters Score -3391974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3391984.250000 Penalty: 5014.062012
	Iteration 22Q: 3 clusters Score -3391984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3391997.500000 Penalty: 5014.062012
	Iteration 23Q: 3 clusters Score -3391998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3391998.000000 Penalty: 5014.062012
	Iteration 24Q: 3 clusters Score -3391998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3392004.750000 Penalty: 5014.062012
	Iteration 25Q: 3 clusters Score -3392005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3392007.250000 Penalty: 5014.062012
	Iteration 26Q: 3 clusters Score -3392007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3392006.000000 Penalty: 5014.062012
	Iteration 27Q: 3 clusters Score -3392006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3392010.500000 Penalty: 5014.062012
	Iteration 28Q: 3 clusters Score -3392010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3392014.250000 Penalty: 5014.062012
	Iteration 29Q: 3 clusters Score -3392014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3392015.250000 Penalty: 5014.062012
	Iteration 30Q: 3 clusters Score -3392015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3392018.000000 Penalty: 5014.062012
	Iteration 31Q: 3 clusters Score -3392018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3392018.750000 Penalty: 5014.062012
	Iteration 32Q: 3 clusters Score -3392019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3392018.750000 Penalty: 5014.062012
	Iteration 33F: 3 clusters Score -3392019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Entering Unmasked Estep 
Score: -9913106.000000 Penalty: 2780.993408
	Iteration 0F: 2 clusters Score -9913106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -9863111.000000 Penalty: 5561.986816
	Iteration 0F: 3 clusters Score -9863111 nChanged 34777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9882973.000000 Penalty: 5561.986816
	Iteration 1F: 3 clusters Score -9882973 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -9883753.000000 Penalty: 5561.986816
	Iteration 2Q: 3 clusters Score -9883753 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -9884627.000000 Penalty: 5561.986816
	Iteration 3Q: 3 clusters Score -9884627 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -9885803.000000 Penalty: 5561.986816
	Iteration 4Q: 3 clusters Score -9885803 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -9887554.000000 Penalty: 5561.986816
	Iteration 5Q: 3 clusters Score -9887554 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -9890312.000000 Penalty: 5561.986816
	Iteration 6F: 3 clusters Score -9890312 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -9894307.000000 Penalty: 5561.986816
	Iteration 7F: 3 clusters Score -9894307 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -9899421.000000 Penalty: 5561.986816
	Iteration 8F: 3 clusters Score -9899421 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -9904357.000000 Penalty: 5561.986816
	Iteration 9F: 3 clusters Score -9904357 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -9907229.000000 Penalty: 5561.986816
	Iteration 10Q: 3 clusters Score -9907229 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -9908654.000000 Penalty: 5561.986816
	Iteration 11Q: 3 clusters Score -9908654 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -9909387.000000 Penalty: 5561.986816
	Iteration 12Q: 3 clusters Score -9909387 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -9909894.000000 Penalty: 5561.986816
	Iteration 13Q: 3 clusters Score -9909894 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -9910164.000000 Penalty: 5561.986816
	Iteration 14Q: 3 clusters Score -9910164 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -9910365.000000 Penalty: 5561.986816
	Iteration 15Q: 3 clusters Score -9910365 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -9910530.000000 Penalty: 5561.986816
	Iteration 16Q: 3 clusters Score -9910530 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -9910622.000000 Penalty: 5561.986816
	Iteration 17Q: 3 clusters Score -9910622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -9910664.000000 Penalty: 5561.986816
	Iteration 18Q: 3 clusters Score -9910664 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -9910708.000000 Penalty: 5561.986816
	Iteration 19Q: 3 clusters Score -9910708 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -9910789.000000 Penalty: 5561.986816
	Iteration 20F: 3 clusters Score -9910789 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -9910810.000000 Penalty: 5561.986816
	Iteration 21Q: 3 clusters Score -9910810 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -9910833.000000 Penalty: 5561.986816
	Iteration 22Q: 3 clusters Score -9910833 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -9910875.000000 Penalty: 5561.986816
	Iteration 23Q: 3 clusters Score -9910875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -9910926.000000 Penalty: 5561.986816
	Iteration 24Q: 3 clusters Score -9910926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -9910963.000000 Penalty: 5561.986816
	Iteration 25Q: 3 clusters Score -9910963 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -9911007.000000 Penalty: 5561.986816
	Iteration 26Q: 3 clusters Score -9911007 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -9911043.000000 Penalty: 5561.986816
	Iteration 27Q: 3 clusters Score -9911043 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -9911037.000000 Penalty: 5561.986816
	Iteration 28Q: 3 clusters Score -9911037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -9911039.000000 Penalty: 5561.986816
	Iteration 29Q: 3 clusters Score -9911039 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -9911048.000000 Penalty: 5561.986816
	Iteration 30Q: 3 clusters Score -9911048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -9911046.000000 Penalty: 5561.986816
	Iteration 31Q: 3 clusters Score -9911046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -9911075.000000 Penalty: 5561.986816
	Iteration 32Q: 3 clusters Score -9911075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -9911088.000000 Penalty: 5561.986816
	Iteration 33Q: 3 clusters Score -9911088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -9911089.000000 Penalty: 5561.986816
	Iteration 34Q: 3 clusters Score -9911089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -9911119.000000 Penalty: 5561.986816
	Iteration 35Q: 3 clusters Score -9911119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9911134.000000 Penalty: 5561.986816
	Iteration 36Q: 3 clusters Score -9911134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -9911138.000000 Penalty: 5561.986816
	Iteration 37Q: 3 clusters Score -9911138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -9911143.000000 Penalty: 5561.986816
	Iteration 38Q: 3 clusters Score -9911143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -9911156.000000 Penalty: 5561.986816
	Iteration 39Q: 3 clusters Score -9911156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -9911154.000000 Penalty: 5561.986816
	Iteration 40F: 3 clusters Score -9911154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -9911156.000000 Penalty: 5561.986816
	Iteration 41Q: 3 clusters Score -9911156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -9911157.000000 Penalty: 5561.986816
	Iteration 42Q: 3 clusters Score -9911157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -9911165.000000 Penalty: 5561.986816
	Iteration 43Q: 3 clusters Score -9911165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -9911168.000000 Penalty: 5561.986816
	Iteration 44Q: 3 clusters Score -9911168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -9911173.000000 Penalty: 5561.986816
	Iteration 45Q: 3 clusters Score -9911173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -9911168.000000 Penalty: 5561.986816
	Iteration 46Q: 3 clusters Score -9911168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9911178.000000 Penalty: 5561.986816
	Iteration 47Q: 3 clusters Score -9911178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -9911170.000000 Penalty: 5561.986816
	Iteration 48Q: 3 clusters Score -9911170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -9911174.000000 Penalty: 5561.986816
	Iteration 49Q: 3 clusters Score -9911174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -9911177.000000 Penalty: 5561.986816
	Iteration 50Q: 3 clusters Score -9911177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -9911170.000000 Penalty: 5561.986816
	Iteration 51Q: 3 clusters Score -9911170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -9911169.000000 Penalty: 5561.986816
	Iteration 52Q: 3 clusters Score -9911169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -9911178.000000 Penalty: 5561.986816
	Iteration 53Q: 3 clusters Score -9911178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 54Q: 3 clusters Score -9911189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -9911190.000000 Penalty: 5561.986816
	Iteration 55Q: 3 clusters Score -9911190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -9911181.000000 Penalty: 5561.986816
	Iteration 56Q: 3 clusters Score -9911181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -9911182.000000 Penalty: 5561.986816
	Iteration 57Q: 3 clusters Score -9911182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -9911199.000000 Penalty: 5561.986816
	Iteration 58Q: 3 clusters Score -9911199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -9911202.000000 Penalty: 5561.986816
	Iteration 59Q: 3 clusters Score -9911202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -9911202.000000 Penalty: 5561.986816
	Iteration 60F: 3 clusters Score -9911202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9911200.000000 Penalty: 5561.986816
	Iteration 61Q: 3 clusters Score -9911200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -9911204.000000 Penalty: 5561.986816
	Iteration 62Q: 3 clusters Score -9911204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -9911201.000000 Penalty: 5561.986816
	Iteration 63Q: 3 clusters Score -9911201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -9911196.000000 Penalty: 5561.986816
	Iteration 64Q: 3 clusters Score -9911196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -9911191.000000 Penalty: 5561.986816
	Iteration 65Q: 3 clusters Score -9911191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -9911191.000000 Penalty: 5561.986816
	Iteration 66Q: 3 clusters Score -9911191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -9911193.000000 Penalty: 5561.986816
	Iteration 67Q: 3 clusters Score -9911193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -9911194.000000 Penalty: 5561.986816
	Iteration 68Q: 3 clusters Score -9911194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -9911194.000000 Penalty: 5561.986816
	Iteration 69F: 3 clusters Score -9911194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -114245.062500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -114245.1 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 441 members 
Entering Unmasked Estep 
Score: -112409.562500 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -112409.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112769.414062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -112769.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112909.328125 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -112909.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113000.804688 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -113000.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113079.125000 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -113079.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -113149.414062 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -113149.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113189.554688 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -113189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113210.898438 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -113210.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -113233.914062 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -113233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113252.882812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -113252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113281.476562 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -113281.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113340.937500 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -113340.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -113415.781250 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -113415.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -113472.335938 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -113472.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113534.289062 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -113534.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113576.593750 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -113576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113596.757812 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -113596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113620.101562 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -113620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113637.632812 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -113637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113649.554688 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -113649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113661.414062 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -113661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113675.953125 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -113676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113683.937500 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -113683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113686.203125 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -113686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113690.164062 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -113690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113696.554688 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -113696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113703.781250 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -113703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113710.929688 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -113710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113710.929688 Penalty: 3376.735596
	Iteration 28F: 3 clusters Score -113710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -810443.000000 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -810443 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 3265 members 
Entering Unmasked Estep 
Score: -805104.500000 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -805104.5 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -806438.687500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -806438.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -806710.875000 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -806710.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -806948.437500 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -806948.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -807158.437500 Penalty: 4339.709961
	Iteration 4F: 3 clusters Score -807158.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -807346.437500 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -807346.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -807507.375000 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -807507.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -807647.000000 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -807647 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -807781.000000 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -807781 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -807915.187500 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -807915.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -808038.562500 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -808038.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -808139.187500 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -808139.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -808221.500000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -808221.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -808283.250000 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -808283.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -808344.812500 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -808344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -808401.812500 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -808401.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -808462.875000 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -808462.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -808514.062500 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -808514.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -808559.937500 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -808559.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -808600.312500 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -808600.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -808651.062500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -808651.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -808702.937500 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -808702.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -808750.500000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -808750.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -808793.562500 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -808793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -808838.375000 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -808838.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -808860.500000 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -808860.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -808880.062500 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -808880.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -808902.312500 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -808902.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -808921.687500 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -808921.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -808933.062500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -808933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -808941.562500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -808941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -808950.187500 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -808950.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -808963.187500 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -808963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -808972.750000 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -808972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -808980.312500 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -808980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -808990.250000 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -808990.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -809000.187500 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -809000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -809007.062500 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -809007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -809011.125000 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -809011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -809020.062500 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -809020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -809023.937500 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -809023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -809038.812500 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -809038.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -809051.437500 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -809051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -809061.375000 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -809061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -809071.562500 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -809071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -809079.875000 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -809079.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -809093.125000 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -809093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -809111.687500 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -809111.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -809120.437500 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -809120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -809131.500000 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -809131.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -809140.875000 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -809140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -809148.312500 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -809148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -809155.125000 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -809155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -809163.312500 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -809163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809172.437500 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -809172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -809177.937500 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -809177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -809182.187500 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -809182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -809188.375000 Penalty: 4339.709961
	Iteration 57Q: 3 clusters Score -809188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -809195.625000 Penalty: 4339.709961
	Iteration 58Q: 3 clusters Score -809195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -809204.812500 Penalty: 4339.709961
	Iteration 59Q: 3 clusters Score -809204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -809211.750000 Penalty: 4339.709961
	Iteration 60F: 3 clusters Score -809211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -809214.625000 Penalty: 4339.709961
	Iteration 61Q: 3 clusters Score -809214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -809220.562500 Penalty: 4339.709961
	Iteration 62Q: 3 clusters Score -809220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -809224.187500 Penalty: 4339.709961
	Iteration 63Q: 3 clusters Score -809224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -809225.875000 Penalty: 4339.709961
	Iteration 64Q: 3 clusters Score -809225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -809225.937500 Penalty: 4339.709961
	Iteration 65Q: 3 clusters Score -809225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -809226.125000 Penalty: 4339.709961
	Iteration 66Q: 3 clusters Score -809226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -809226.750000 Penalty: 4339.709961
	Iteration 67Q: 3 clusters Score -809226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -809226.687500 Penalty: 4339.709961
	Iteration 68Q: 3 clusters Score -809226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -809228.125000 Penalty: 4339.709961
	Iteration 69Q: 3 clusters Score -809228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -809227.687500 Penalty: 4339.709961
	Iteration 70Q: 3 clusters Score -809227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -809228.062500 Penalty: 4339.709961
	Iteration 71Q: 3 clusters Score -809228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -809229.500000 Penalty: 4339.709961
	Iteration 72Q: 3 clusters Score -809229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -809231.687500 Penalty: 4339.709961
	Iteration 73Q: 3 clusters Score -809231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -809231.812500 Penalty: 4339.709961
	Iteration 74Q: 3 clusters Score -809231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -809231.812500 Penalty: 4339.709961
	Iteration 75F: 3 clusters Score -809231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Entering Unmasked Estep 
Score: -14344847.000000 Penalty: 2869.707520
	Iteration 0F: 2 clusters Score -1.434485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -14273751.000000 Penalty: 5739.415039
	Iteration 0F: 3 clusters Score -1.427375e+07 nChanged 50354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -14302535.000000 Penalty: 5739.415039
	Iteration 1F: 3 clusters Score -1.430254e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -14303185.000000 Penalty: 5739.415039
	Iteration 2Q: 3 clusters Score -1.430318e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -14304201.000000 Penalty: 5739.415039
	Iteration 3Q: 3 clusters Score -1.43042e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -14305530.000000 Penalty: 5739.415039
	Iteration 4Q: 3 clusters Score -1.430553e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -14307740.000000 Penalty: 5739.415039
	Iteration 5Q: 3 clusters Score -1.430774e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -14311945.000000 Penalty: 5739.415039
	Iteration 6F: 3 clusters Score -1.431194e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -14319144.000000 Penalty: 5739.415039
	Iteration 7F: 3 clusters Score -1.431914e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -14328748.000000 Penalty: 5739.415039
	Iteration 8F: 3 clusters Score -1.432875e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -14336518.000000 Penalty: 5739.415039
	Iteration 9F: 3 clusters Score -1.433652e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -14340320.000000 Penalty: 5739.415039
	Iteration 10Q: 3 clusters Score -1.434032e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -14341644.000000 Penalty: 5739.415039
	Iteration 11Q: 3 clusters Score -1.434164e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -14342020.000000 Penalty: 5739.415039
	Iteration 12Q: 3 clusters Score -1.434202e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -14342192.000000 Penalty: 5739.415039
	Iteration 13Q: 3 clusters Score -1.434219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -14342226.000000 Penalty: 5739.415039
	Iteration 14Q: 3 clusters Score -1.434223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14342267.000000 Penalty: 5739.415039
	Iteration 15Q: 3 clusters Score -1.434227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -14342296.000000 Penalty: 5739.415039
	Iteration 16Q: 3 clusters Score -1.43423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -14342301.000000 Penalty: 5739.415039
	Iteration 17Q: 3 clusters Score -1.43423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -14342314.000000 Penalty: 5739.415039
	Iteration 18Q: 3 clusters Score -1.434231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -14342320.000000 Penalty: 5739.415039
	Iteration 19Q: 3 clusters Score -1.434232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -14342333.000000 Penalty: 5739.415039
	Iteration 20F: 3 clusters Score -1.434233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -14342338.000000 Penalty: 5739.415039
	Iteration 21Q: 3 clusters Score -1.434234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -14342338.000000 Penalty: 5739.415039
	Iteration 22Q: 3 clusters Score -1.434234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -14342331.000000 Penalty: 5739.415039
	Iteration 23Q: 3 clusters Score -1.434233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -14342331.000000 Penalty: 5739.415039
	Iteration 24F: 3 clusters Score -1.434233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -2126026.000000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -2126026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2114009.750000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -2114010 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2118360.750000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -2118361 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2119175.500000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -2119176 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2120021.750000 Penalty: 4826.947754
	Iteration 3F: 3 clusters Score -2120022 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2120901.000000 Penalty: 4826.947754
	Iteration 4F: 3 clusters Score -2120901 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2121607.750000 Penalty: 4826.947754
	Iteration 5F: 3 clusters Score -2121608 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2122194.500000 Penalty: 4826.947754
	Iteration 6F: 3 clusters Score -2122194 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2122674.000000 Penalty: 4826.947754
	Iteration 7Q: 3 clusters Score -2122674 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2122991.000000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -2122991 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2123224.250000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -2123224 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2123366.500000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -2123366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2123453.500000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -2123454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2123527.750000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -2123528 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2123565.750000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -2123566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2123613.250000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -2123613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2123644.750000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -2123645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2123663.000000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -2123663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2123689.500000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -2123690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2123714.000000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -2123714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2123719.250000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -2123719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2123729.750000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -2123730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2123740.750000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -2123741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2123755.500000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -2123756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2123760.500000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -2123760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2123774.750000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -2123775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2123783.500000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -2123784 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2123796.250000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -2123796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2123804.500000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -2123804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2123823.000000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -2123823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2123826.250000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -2123826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2123831.500000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -2123832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2123838.000000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -2123838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2123847.250000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -2123847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2123853.500000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -2123854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2123860.500000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -2123860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2123866.750000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -2123867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2123875.000000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -2123875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2123876.500000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -2123876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2123886.000000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -2123886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2123894.000000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -2123894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2123895.500000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -2123896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2123908.500000 Penalty: 4826.947754
	Iteration 41Q: 3 clusters Score -2123908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2123919.000000 Penalty: 4826.947754
	Iteration 42Q: 3 clusters Score -2123919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2123934.250000 Penalty: 4826.947754
	Iteration 43Q: 3 clusters Score -2123934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2123936.000000 Penalty: 4826.947754
	Iteration 44Q: 3 clusters Score -2123936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2123945.750000 Penalty: 4826.947754
	Iteration 45Q: 3 clusters Score -2123946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2123945.500000 Penalty: 4826.947754
	Iteration 46Q: 3 clusters Score -2123946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2123948.000000 Penalty: 4826.947754
	Iteration 47Q: 3 clusters Score -2123948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2123949.750000 Penalty: 4826.947754
	Iteration 48Q: 3 clusters Score -2123950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2123953.750000 Penalty: 4826.947754
	Iteration 49Q: 3 clusters Score -2123954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2123959.500000 Penalty: 4826.947754
	Iteration 50Q: 3 clusters Score -2123960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2123965.000000 Penalty: 4826.947754
	Iteration 51Q: 3 clusters Score -2123965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2123967.250000 Penalty: 4826.947754
	Iteration 52Q: 3 clusters Score -2123967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2123966.750000 Penalty: 4826.947754
	Iteration 53Q: 3 clusters Score -2123967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2123972.750000 Penalty: 4826.947754
	Iteration 54Q: 3 clusters Score -2123973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2123975.750000 Penalty: 4826.947754
	Iteration 55Q: 3 clusters Score -2123976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2123973.750000 Penalty: 4826.947754
	Iteration 56Q: 3 clusters Score -2123974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2123988.000000 Penalty: 4826.947754
	Iteration 57Q: 3 clusters Score -2123988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2123996.000000 Penalty: 4826.947754
	Iteration 58Q: 3 clusters Score -2123996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2123996.500000 Penalty: 4826.947754
	Iteration 59Q: 3 clusters Score -2123996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2123998.750000 Penalty: 4826.947754
	Iteration 60F: 3 clusters Score -2123999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2123994.750000 Penalty: 4826.947754
	Iteration 61Q: 3 clusters Score -2123995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2123998.250000 Penalty: 4826.947754
	Iteration 62Q: 3 clusters Score -2123998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2124009.250000 Penalty: 4826.947754
	Iteration 63Q: 3 clusters Score -2124009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2124013.500000 Penalty: 4826.947754
	Iteration 64Q: 3 clusters Score -2124014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2124016.000000 Penalty: 4826.947754
	Iteration 65Q: 3 clusters Score -2124016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2124011.000000 Penalty: 4826.947754
	Iteration 66Q: 3 clusters Score -2124011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2124017.000000 Penalty: 4826.947754
	Iteration 67Q: 3 clusters Score -2124017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2124021.250000 Penalty: 4826.947754
	Iteration 68Q: 3 clusters Score -2124021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2124029.250000 Penalty: 4826.947754
	Iteration 69Q: 3 clusters Score -2124029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2124025.750000 Penalty: 4826.947754
	Iteration 70Q: 3 clusters Score -2124026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2124030.250000 Penalty: 4826.947754
	Iteration 71Q: 3 clusters Score -2124030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2124031.250000 Penalty: 4826.947754
	Iteration 72Q: 3 clusters Score -2124031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2124034.500000 Penalty: 4826.947754
	Iteration 73Q: 3 clusters Score -2124034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2124042.500000 Penalty: 4826.947754
	Iteration 74Q: 3 clusters Score -2124042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2124038.750000 Penalty: 4826.947754
	Iteration 75Q: 3 clusters Score -2124039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2124042.500000 Penalty: 4826.947754
	Iteration 76Q: 3 clusters Score -2124042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2124045.250000 Penalty: 4826.947754
	Iteration 77Q: 3 clusters Score -2124045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2124041.500000 Penalty: 4826.947754
	Iteration 78Q: 3 clusters Score -2124042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2124044.500000 Penalty: 4826.947754
	Iteration 79Q: 3 clusters Score -2124044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2124044.750000 Penalty: 4826.947754
	Iteration 80F: 3 clusters Score -2124045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2124043.750000 Penalty: 4826.947754
	Iteration 81Q: 3 clusters Score -2124044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2124050.000000 Penalty: 4826.947754
	Iteration 82Q: 3 clusters Score -2124050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2124049.000000 Penalty: 4826.947754
	Iteration 83Q: 3 clusters Score -2124049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2124046.500000 Penalty: 4826.947754
	Iteration 84Q: 3 clusters Score -2124046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2124046.500000 Penalty: 4826.947754
	Iteration 85Q: 3 clusters Score -2124046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2124046.750000 Penalty: 4826.947754
	Iteration 86Q: 3 clusters Score -2124047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2124041.000000 Penalty: 4826.947754
	Iteration 87Q: 3 clusters Score -2124041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2124042.250000 Penalty: 4826.947754
	Iteration 88Q: 3 clusters Score -2124042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2124042.250000 Penalty: 4826.947754
	Iteration 89Q: 3 clusters Score -2124042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2124042.000000 Penalty: 4826.947754
	Iteration 90Q: 3 clusters Score -2124042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2124042.000000 Penalty: 4826.947754
	Iteration 91F: 3 clusters Score -2124042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Entering Unmasked Estep 
Score: -7281064.000000 Penalty: 2716.352051
	Iteration 0F: 2 clusters Score -7281064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7242847.000000 Penalty: 5432.704102
	Iteration 0F: 3 clusters Score -7242847 nChanged 26364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -7257474.000000 Penalty: 5432.704102
	Iteration 1F: 3 clusters Score -7257474 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -7258269.500000 Penalty: 5432.704102
	Iteration 2Q: 3 clusters Score -7258270 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -7259129.000000 Penalty: 5432.704102
	Iteration 3Q: 3 clusters Score -7259129 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -7260233.500000 Penalty: 5432.704102
	Iteration 4Q: 3 clusters Score -7260234 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -7261352.000000 Penalty: 5432.704102
	Iteration 5Q: 3 clusters Score -7261352 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -7262733.500000 Penalty: 5432.704102
	Iteration 6Q: 3 clusters Score -7262734 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -7264414.500000 Penalty: 5432.704102
	Iteration 7F: 3 clusters Score -7264414 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7266316.000000 Penalty: 5432.704102
	Iteration 8F: 3 clusters Score -7266316 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -7268335.000000 Penalty: 5432.704102
	Iteration 9F: 3 clusters Score -7268335 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -7270260.500000 Penalty: 5432.704102
	Iteration 10Q: 3 clusters Score -7270260 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -7272309.500000 Penalty: 5432.704102
	Iteration 11Q: 3 clusters Score -7272310 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -7273879.500000 Penalty: 5432.704102
	Iteration 12Q: 3 clusters Score -7273880 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -7275034.000000 Penalty: 5432.704102
	Iteration 13Q: 3 clusters Score -7275034 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -7276002.000000 Penalty: 5432.704102
	Iteration 14Q: 3 clusters Score -7276002 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -7276850.000000 Penalty: 5432.704102
	Iteration 15Q: 3 clusters Score -7276850 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7277546.500000 Penalty: 5432.704102
	Iteration 16Q: 3 clusters Score -7277546 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -7278054.000000 Penalty: 5432.704102
	Iteration 17Q: 3 clusters Score -7278054 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -7278478.500000 Penalty: 5432.704102
	Iteration 18Q: 3 clusters Score -7278478 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -7278864.500000 Penalty: 5432.704102
	Iteration 19Q: 3 clusters Score -7278864 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -7279138.500000 Penalty: 5432.704102
	Iteration 20F: 3 clusters Score -7279138 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7279331.500000 Penalty: 5432.704102
	Iteration 21Q: 3 clusters Score -7279332 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -7279506.000000 Penalty: 5432.704102
	Iteration 22Q: 3 clusters Score -7279506 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7279620.500000 Penalty: 5432.704102
	Iteration 23Q: 3 clusters Score -7279620 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -7279708.500000 Penalty: 5432.704102
	Iteration 24Q: 3 clusters Score -7279708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -7279785.500000 Penalty: 5432.704102
	Iteration 25Q: 3 clusters Score -7279786 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7279843.500000 Penalty: 5432.704102
	Iteration 26Q: 3 clusters Score -7279844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -7279873.000000 Penalty: 5432.704102
	Iteration 27Q: 3 clusters Score -7279873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7279885.000000 Penalty: 5432.704102
	Iteration 28Q: 3 clusters Score -7279885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -7279915.000000 Penalty: 5432.704102
	Iteration 29Q: 3 clusters Score -7279915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7279935.000000 Penalty: 5432.704102
	Iteration 30Q: 3 clusters Score -7279935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -7279942.500000 Penalty: 5432.704102
	Iteration 31Q: 3 clusters Score -7279942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -7279952.500000 Penalty: 5432.704102
	Iteration 32Q: 3 clusters Score -7279952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7279947.000000 Penalty: 5432.704102
	Iteration 33Q: 3 clusters Score -7279947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7279946.000000 Penalty: 5432.704102
	Iteration 34Q: 3 clusters Score -7279946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -7279953.000000 Penalty: 5432.704102
	Iteration 35Q: 3 clusters Score -7279953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -7279953.000000 Penalty: 5432.704102
	Iteration 36Q: 3 clusters Score -7279953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7279949.000000 Penalty: 5432.704102
	Iteration 37Q: 3 clusters Score -7279949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -7279960.000000 Penalty: 5432.704102
	Iteration 38Q: 3 clusters Score -7279960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -7279958.500000 Penalty: 5432.704102
	Iteration 39Q: 3 clusters Score -7279958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -7279979.000000 Penalty: 5432.704102
	Iteration 40F: 3 clusters Score -7279979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7279975.500000 Penalty: 5432.704102
	Iteration 41Q: 3 clusters Score -7279976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -7279978.500000 Penalty: 5432.704102
	Iteration 42Q: 3 clusters Score -7279978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -7279976.000000 Penalty: 5432.704102
	Iteration 43Q: 3 clusters Score -7279976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7279976.500000 Penalty: 5432.704102
	Iteration 44Q: 3 clusters Score -7279976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -7279979.500000 Penalty: 5432.704102
	Iteration 45Q: 3 clusters Score -7279980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -7279983.500000 Penalty: 5432.704102
	Iteration 46Q: 3 clusters Score -7279984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7279978.000000 Penalty: 5432.704102
	Iteration 47Q: 3 clusters Score -7279978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7279978.000000 Penalty: 5432.704102
	Iteration 48F: 3 clusters Score -7279978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Entering Unmasked Estep 
Score: -2022580.500000 Penalty: 2377.999512
	Iteration 0F: 2 clusters Score -2022580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2011978.875000 Penalty: 4755.999023
	Iteration 0F: 3 clusters Score -2011979 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2015275.625000 Penalty: 4755.999023
	Iteration 1F: 3 clusters Score -2015276 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2015652.625000 Penalty: 4755.999023
	Iteration 2F: 3 clusters Score -2015653 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2015960.625000 Penalty: 4755.999023
	Iteration 3Q: 3 clusters Score -2015961 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2016241.250000 Penalty: 4755.999023
	Iteration 4Q: 3 clusters Score -2016241 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2016513.375000 Penalty: 4755.999023
	Iteration 5Q: 3 clusters Score -2016513 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2016807.875000 Penalty: 4755.999023
	Iteration 6Q: 3 clusters Score -2016808 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2017174.000000 Penalty: 4755.999023
	Iteration 7Q: 3 clusters Score -2017174 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2017623.750000 Penalty: 4755.999023
	Iteration 8Q: 3 clusters Score -2017624 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2018137.250000 Penalty: 4755.999023
	Iteration 9Q: 3 clusters Score -2018137 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2018726.375000 Penalty: 4755.999023
	Iteration 10F: 3 clusters Score -2018726 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2019267.375000 Penalty: 4755.999023
	Iteration 11Q: 3 clusters Score -2019267 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2019705.125000 Penalty: 4755.999023
	Iteration 12Q: 3 clusters Score -2019705 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2020013.000000 Penalty: 4755.999023
	Iteration 13Q: 3 clusters Score -2020013 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2020217.500000 Penalty: 4755.999023
	Iteration 14Q: 3 clusters Score -2020218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2020355.250000 Penalty: 4755.999023
	Iteration 15Q: 3 clusters Score -2020355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2020460.250000 Penalty: 4755.999023
	Iteration 16Q: 3 clusters Score -2020460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2020538.500000 Penalty: 4755.999023
	Iteration 17Q: 3 clusters Score -2020538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2020594.750000 Penalty: 4755.999023
	Iteration 18Q: 3 clusters Score -2020595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2020633.500000 Penalty: 4755.999023
	Iteration 19Q: 3 clusters Score -2020634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2020679.625000 Penalty: 4755.999023
	Iteration 20F: 3 clusters Score -2020680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2020721.000000 Penalty: 4755.999023
	Iteration 21Q: 3 clusters Score -2020721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2020752.375000 Penalty: 4755.999023
	Iteration 22Q: 3 clusters Score -2020752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2020778.250000 Penalty: 4755.999023
	Iteration 23Q: 3 clusters Score -2020778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2020808.125000 Penalty: 4755.999023
	Iteration 24Q: 3 clusters Score -2020808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2020841.000000 Penalty: 4755.999023
	Iteration 25Q: 3 clusters Score -2020841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2020880.250000 Penalty: 4755.999023
	Iteration 26Q: 3 clusters Score -2020880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2020904.750000 Penalty: 4755.999023
	Iteration 27Q: 3 clusters Score -2020905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2020931.875000 Penalty: 4755.999023
	Iteration 28Q: 3 clusters Score -2020932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2020948.875000 Penalty: 4755.999023
	Iteration 29Q: 3 clusters Score -2020949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2020964.000000 Penalty: 4755.999023
	Iteration 30Q: 3 clusters Score -2020964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2020975.375000 Penalty: 4755.999023
	Iteration 31Q: 3 clusters Score -2020975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2020978.375000 Penalty: 4755.999023
	Iteration 32Q: 3 clusters Score -2020978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2020979.625000 Penalty: 4755.999023
	Iteration 33F: 3 clusters Score -2020980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2020979.750000 Penalty: 4755.999023
	Iteration 34Q: 3 clusters Score -2020980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2020983.500000 Penalty: 4755.999023
	Iteration 35Q: 3 clusters Score -2020984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2020983.500000 Penalty: 4755.999023
	Iteration 36F: 3 clusters Score -2020984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Entering Unmasked Estep 
Score: -1898230.625000 Penalty: 2365.617432
	Iteration 0F: 2 clusters Score -1898231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1888073.875000 Penalty: 4731.234863
	Iteration 0F: 3 clusters Score -1888074 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1891348.750000 Penalty: 4731.234863
	Iteration 1F: 3 clusters Score -1891349 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1891688.875000 Penalty: 4731.234863
	Iteration 2F: 3 clusters Score -1891689 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1891927.875000 Penalty: 4731.234863
	Iteration 3Q: 3 clusters Score -1891928 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1892123.250000 Penalty: 4731.234863
	Iteration 4Q: 3 clusters Score -1892123 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1892328.250000 Penalty: 4731.234863
	Iteration 5Q: 3 clusters Score -1892328 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1892531.250000 Penalty: 4731.234863
	Iteration 6Q: 3 clusters Score -1892531 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1892809.125000 Penalty: 4731.234863
	Iteration 7Q: 3 clusters Score -1892809 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1893150.250000 Penalty: 4731.234863
	Iteration 8Q: 3 clusters Score -1893150 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1893585.250000 Penalty: 4731.234863
	Iteration 9Q: 3 clusters Score -1893585 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1894092.000000 Penalty: 4731.234863
	Iteration 10Q: 3 clusters Score -1894092 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1894655.125000 Penalty: 4731.234863
	Iteration 11F: 3 clusters Score -1894655 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1895161.750000 Penalty: 4731.234863
	Iteration 12Q: 3 clusters Score -1895162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1895559.625000 Penalty: 4731.234863
	Iteration 13Q: 3 clusters Score -1895560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1895836.500000 Penalty: 4731.234863
	Iteration 14Q: 3 clusters Score -1895836 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1895987.125000 Penalty: 4731.234863
	Iteration 15Q: 3 clusters Score -1895987 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1896095.500000 Penalty: 4731.234863
	Iteration 16Q: 3 clusters Score -1896096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1896175.875000 Penalty: 4731.234863
	Iteration 17Q: 3 clusters Score -1896176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1896222.875000 Penalty: 4731.234863
	Iteration 18Q: 3 clusters Score -1896223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1896275.750000 Penalty: 4731.234863
	Iteration 19Q: 3 clusters Score -1896276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1896302.750000 Penalty: 4731.234863
	Iteration 20F: 3 clusters Score -1896303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1896315.250000 Penalty: 4731.234863
	Iteration 21Q: 3 clusters Score -1896315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1896326.625000 Penalty: 4731.234863
	Iteration 22Q: 3 clusters Score -1896327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1896334.250000 Penalty: 4731.234863
	Iteration 23Q: 3 clusters Score -1896334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1896339.250000 Penalty: 4731.234863
	Iteration 24Q: 3 clusters Score -1896339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1896341.625000 Penalty: 4731.234863
	Iteration 25Q: 3 clusters Score -1896342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1896347.375000 Penalty: 4731.234863
	Iteration 26Q: 3 clusters Score -1896347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1896351.750000 Penalty: 4731.234863
	Iteration 27Q: 3 clusters Score -1896352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1896353.625000 Penalty: 4731.234863
	Iteration 28Q: 3 clusters Score -1896354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1896355.125000 Penalty: 4731.234863
	Iteration 29Q: 3 clusters Score -1896355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1896359.250000 Penalty: 4731.234863
	Iteration 30Q: 3 clusters Score -1896359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1896360.875000 Penalty: 4731.234863
	Iteration 31Q: 3 clusters Score -1896361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1896363.750000 Penalty: 4731.234863
	Iteration 32Q: 3 clusters Score -1896364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1896372.250000 Penalty: 4731.234863
	Iteration 33Q: 3 clusters Score -1896372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1896381.250000 Penalty: 4731.234863
	Iteration 34Q: 3 clusters Score -1896381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1896385.875000 Penalty: 4731.234863
	Iteration 35Q: 3 clusters Score -1896386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1896388.250000 Penalty: 4731.234863
	Iteration 36Q: 3 clusters Score -1896388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1896390.000000 Penalty: 4731.234863
	Iteration 37Q: 3 clusters Score -1896390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1896392.250000 Penalty: 4731.234863
	Iteration 38Q: 3 clusters Score -1896392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1896395.375000 Penalty: 4731.234863
	Iteration 39Q: 3 clusters Score -1896395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1896400.500000 Penalty: 4731.234863
	Iteration 40F: 3 clusters Score -1896400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1896402.500000 Penalty: 4731.234863
	Iteration 41Q: 3 clusters Score -1896402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1896404.125000 Penalty: 4731.234863
	Iteration 42Q: 3 clusters Score -1896404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1896402.250000 Penalty: 4731.234863
	Iteration 43Q: 3 clusters Score -1896402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1896402.625000 Penalty: 4731.234863
	Iteration 44Q: 3 clusters Score -1896403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1896402.625000 Penalty: 4731.234863
	Iteration 45F: 3 clusters Score -1896403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -147635.718750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -147635.7 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 534 members 
Entering Unmasked Estep 
Score: -145608.500000 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -145608.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145878.937500 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -145878.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145946.750000 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -145946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145975.937500 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -145975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145986.406250 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -145986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145995.500000 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -145995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -146002.046875 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -146002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146007.875000 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -146007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146009.328125 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -146009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146009.328125 Penalty: 3470.354004
	Iteration 9F: 3 clusters Score -146009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -185664.453125 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -185664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183382.046875 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -183382 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -183749.812500 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -183749.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -183883.125000 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -183883.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183973.968750 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -183974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184042.484375 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -184042.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -184112.015625 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -184112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184147.703125 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -184147.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -184165.187500 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -184165.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -184183.625000 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -184183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -184206.703125 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -184206.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -184235.031250 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -184235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -184251.484375 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -184251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184260.843750 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -184260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -184272.203125 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -184272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -184281.718750 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -184281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -184293.296875 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -184293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -184304.937500 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -184304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -184312.390625 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -184312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -184316.062500 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -184316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -184320.156250 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -184320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -184322.906250 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -184322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -184326.156250 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -184326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -184331.312500 Penalty: 3616.323486
	Iteration 22Q: 3 clusters Score -184331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -184333.234375 Penalty: 3616.323486
	Iteration 23Q: 3 clusters Score -184333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -184333.609375 Penalty: 3616.323486
	Iteration 24Q: 3 clusters Score -184333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -184333.609375 Penalty: 3616.323486
	Iteration 25F: 3 clusters Score -184333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Entering Unmasked Estep 
Score: -12785187.000000 Penalty: 2838.885010
	Iteration 0F: 2 clusters Score -1.278519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -12722638.000000 Penalty: 5677.770020
	Iteration 0F: 3 clusters Score -1.272264e+07 nChanged 44199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -12747870.000000 Penalty: 5677.770020
	Iteration 1F: 3 clusters Score -1.274787e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -12748798.000000 Penalty: 5677.770020
	Iteration 2Q: 3 clusters Score -1.27488e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -12750363.000000 Penalty: 5677.770020
	Iteration 3Q: 3 clusters Score -1.275036e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -12752523.000000 Penalty: 5677.770020
	Iteration 4Q: 3 clusters Score -1.275252e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -12755567.000000 Penalty: 5677.770020
	Iteration 5F: 3 clusters Score -1.275557e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -12759260.000000 Penalty: 5677.770020
	Iteration 6F: 3 clusters Score -1.275926e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -12762758.000000 Penalty: 5677.770020
	Iteration 7F: 3 clusters Score -1.276276e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -12765940.000000 Penalty: 5677.770020
	Iteration 8F: 3 clusters Score -1.276594e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -12768532.000000 Penalty: 5677.770020
	Iteration 9F: 3 clusters Score -1.276853e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -12771217.000000 Penalty: 5677.770020
	Iteration 10Q: 3 clusters Score -1.277122e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -12773466.000000 Penalty: 5677.770020
	Iteration 11Q: 3 clusters Score -1.277347e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -12775073.000000 Penalty: 5677.770020
	Iteration 12Q: 3 clusters Score -1.277507e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -12776032.000000 Penalty: 5677.770020
	Iteration 13Q: 3 clusters Score -1.277603e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -12776712.000000 Penalty: 5677.770020
	Iteration 14Q: 3 clusters Score -1.277671e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -12777026.000000 Penalty: 5677.770020
	Iteration 15Q: 3 clusters Score -1.277703e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -12777253.000000 Penalty: 5677.770020
	Iteration 16Q: 3 clusters Score -1.277725e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -12777406.000000 Penalty: 5677.770020
	Iteration 17Q: 3 clusters Score -1.277741e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -12777559.000000 Penalty: 5677.770020
	Iteration 18Q: 3 clusters Score -1.277756e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -12777683.000000 Penalty: 5677.770020
	Iteration 19Q: 3 clusters Score -1.277768e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -12777830.000000 Penalty: 5677.770020
	Iteration 20F: 3 clusters Score -1.277783e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -12777931.000000 Penalty: 5677.770020
	Iteration 21Q: 3 clusters Score -1.277793e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -12778061.000000 Penalty: 5677.770020
	Iteration 22Q: 3 clusters Score -1.277806e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -12778122.000000 Penalty: 5677.770020
	Iteration 23Q: 3 clusters Score -1.277812e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -12778268.000000 Penalty: 5677.770020
	Iteration 24Q: 3 clusters Score -1.277827e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -12778533.000000 Penalty: 5677.770020
	Iteration 25Q: 3 clusters Score -1.277853e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -12778729.000000 Penalty: 5677.770020
	Iteration 26Q: 3 clusters Score -1.277873e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -12778946.000000 Penalty: 5677.770020
	Iteration 27Q: 3 clusters Score -1.277895e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -12779198.000000 Penalty: 5677.770020
	Iteration 28Q: 3 clusters Score -1.27792e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -12779525.000000 Penalty: 5677.770020
	Iteration 29Q: 3 clusters Score -1.277952e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -12779800.000000 Penalty: 5677.770020
	Iteration 30Q: 3 clusters Score -1.27798e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -12780131.000000 Penalty: 5677.770020
	Iteration 31Q: 3 clusters Score -1.278013e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -12780436.000000 Penalty: 5677.770020
	Iteration 32Q: 3 clusters Score -1.278044e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -12780763.000000 Penalty: 5677.770020
	Iteration 33Q: 3 clusters Score -1.278076e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -12781072.000000 Penalty: 5677.770020
	Iteration 34Q: 3 clusters Score -1.278107e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -12781302.000000 Penalty: 5677.770020
	Iteration 35Q: 3 clusters Score -1.27813e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -12781484.000000 Penalty: 5677.770020
	Iteration 36Q: 3 clusters Score -1.278148e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -12781686.000000 Penalty: 5677.770020
	Iteration 37Q: 3 clusters Score -1.278169e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -12781850.000000 Penalty: 5677.770020
	Iteration 38Q: 3 clusters Score -1.278185e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -12782018.000000 Penalty: 5677.770020
	Iteration 39Q: 3 clusters Score -1.278202e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -12782124.000000 Penalty: 5677.770020
	Iteration 40F: 3 clusters Score -1.278212e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -12782220.000000 Penalty: 5677.770020
	Iteration 41Q: 3 clusters Score -1.278222e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -12782346.000000 Penalty: 5677.770020
	Iteration 42Q: 3 clusters Score -1.278235e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -12782440.000000 Penalty: 5677.770020
	Iteration 43Q: 3 clusters Score -1.278244e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -12782475.000000 Penalty: 5677.770020
	Iteration 44Q: 3 clusters Score -1.278248e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -12782531.000000 Penalty: 5677.770020
	Iteration 45Q: 3 clusters Score -1.278253e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -12782595.000000 Penalty: 5677.770020
	Iteration 46Q: 3 clusters Score -1.27826e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -12782645.000000 Penalty: 5677.770020
	Iteration 47Q: 3 clusters Score -1.278264e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -12782697.000000 Penalty: 5677.770020
	Iteration 48Q: 3 clusters Score -1.27827e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -12782742.000000 Penalty: 5677.770020
	Iteration 49Q: 3 clusters Score -1.278274e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -12782748.000000 Penalty: 5677.770020
	Iteration 50Q: 3 clusters Score -1.278275e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -12782767.000000 Penalty: 5677.770020
	Iteration 51Q: 3 clusters Score -1.278277e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -12782796.000000 Penalty: 5677.770020
	Iteration 52Q: 3 clusters Score -1.27828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -12782780.000000 Penalty: 5677.770020
	Iteration 53Q: 3 clusters Score -1.278278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -12782819.000000 Penalty: 5677.770020
	Iteration 54Q: 3 clusters Score -1.278282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -12782841.000000 Penalty: 5677.770020
	Iteration 55Q: 3 clusters Score -1.278284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -12782840.000000 Penalty: 5677.770020
	Iteration 56Q: 3 clusters Score -1.278284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -12782859.000000 Penalty: 5677.770020
	Iteration 57Q: 3 clusters Score -1.278286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -12782877.000000 Penalty: 5677.770020
	Iteration 58Q: 3 clusters Score -1.278288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -12782882.000000 Penalty: 5677.770020
	Iteration 59Q: 3 clusters Score -1.278288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -12782884.000000 Penalty: 5677.770020
	Iteration 60F: 3 clusters Score -1.278288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -12782890.000000 Penalty: 5677.770020
	Iteration 61Q: 3 clusters Score -1.278289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -12782883.000000 Penalty: 5677.770020
	Iteration 62Q: 3 clusters Score -1.278288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -12782896.000000 Penalty: 5677.770020
	Iteration 63Q: 3 clusters Score -1.27829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -12782892.000000 Penalty: 5677.770020
	Iteration 64Q: 3 clusters Score -1.278289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -12782894.000000 Penalty: 5677.770020
	Iteration 65Q: 3 clusters Score -1.278289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -12782905.000000 Penalty: 5677.770020
	Iteration 66Q: 3 clusters Score -1.27829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -12782913.000000 Penalty: 5677.770020
	Iteration 67Q: 3 clusters Score -1.278291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -12782918.000000 Penalty: 5677.770020
	Iteration 68Q: 3 clusters Score -1.278292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -12782922.000000 Penalty: 5677.770020
	Iteration 69Q: 3 clusters Score -1.278292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -12782930.000000 Penalty: 5677.770020
	Iteration 70Q: 3 clusters Score -1.278293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -12782930.000000 Penalty: 5677.770020
	Iteration 71Q: 3 clusters Score -1.278293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -12782928.000000 Penalty: 5677.770020
	Iteration 72Q: 3 clusters Score -1.278293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -12782923.000000 Penalty: 5677.770020
	Iteration 73Q: 3 clusters Score -1.278292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -12782924.000000 Penalty: 5677.770020
	Iteration 74Q: 3 clusters Score -1.278292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -12782928.000000 Penalty: 5677.770020
	Iteration 75Q: 3 clusters Score -1.278293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -12782933.000000 Penalty: 5677.770020
	Iteration 76Q: 3 clusters Score -1.278293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -12782933.000000 Penalty: 5677.770020
	Iteration 77Q: 3 clusters Score -1.278293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -12782925.000000 Penalty: 5677.770020
	Iteration 78Q: 3 clusters Score -1.278292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -12782935.000000 Penalty: 5677.770020
	Iteration 79Q: 3 clusters Score -1.278294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -12782936.000000 Penalty: 5677.770020
	Iteration 80F: 3 clusters Score -1.278294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -12782928.000000 Penalty: 5677.770020
	Iteration 81Q: 3 clusters Score -1.278293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -12782932.000000 Penalty: 5677.770020
	Iteration 82Q: 3 clusters Score -1.278293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -12782929.000000 Penalty: 5677.770020
	Iteration 83Q: 3 clusters Score -1.278293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -12782931.000000 Penalty: 5677.770020
	Iteration 84Q: 3 clusters Score -1.278293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -12782937.000000 Penalty: 5677.770020
	Iteration 85Q: 3 clusters Score -1.278294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -12782938.000000 Penalty: 5677.770020
	Iteration 86Q: 3 clusters Score -1.278294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -12782936.000000 Penalty: 5677.770020
	Iteration 87Q: 3 clusters Score -1.278294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -12782931.000000 Penalty: 5677.770020
	Iteration 88Q: 3 clusters Score -1.278293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -12782930.000000 Penalty: 5677.770020
	Iteration 89Q: 3 clusters Score -1.278293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -12782941.000000 Penalty: 5677.770020
	Iteration 90Q: 3 clusters Score -1.278294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -12782930.000000 Penalty: 5677.770020
	Iteration 91Q: 3 clusters Score -1.278293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -12782937.000000 Penalty: 5677.770020
	Iteration 92Q: 3 clusters Score -1.278294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -12782924.000000 Penalty: 5677.770020
	Iteration 93Q: 3 clusters Score -1.278292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -12782920.000000 Penalty: 5677.770020
	Iteration 94Q: 3 clusters Score -1.278292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -12782914.000000 Penalty: 5677.770020
	Iteration 95Q: 3 clusters Score -1.278291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -12782915.000000 Penalty: 5677.770020
	Iteration 96Q: 3 clusters Score -1.278292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -12782915.000000 Penalty: 5677.770020
	Iteration 97Q: 3 clusters Score -1.278292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -12782921.000000 Penalty: 5677.770020
	Iteration 98Q: 3 clusters Score -1.278292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -12782922.000000 Penalty: 5677.770020
	Iteration 99Q: 3 clusters Score -1.278292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -12782921.000000 Penalty: 5677.770020
	Iteration 100F: 3 clusters Score -1.278292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -12782937.000000 Penalty: 5677.770020
	Iteration 101Q: 3 clusters Score -1.278294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -12782938.000000 Penalty: 5677.770020
	Iteration 102Q: 3 clusters Score -1.278294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -12782942.000000 Penalty: 5677.770020
	Iteration 103Q: 3 clusters Score -1.278294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -12782942.000000 Penalty: 5677.770020
	Iteration 104F: 3 clusters Score -1.278294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -63442.277344 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63442.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61992.660156 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61992.66 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62299.085938 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62299.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62395.765625 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62395.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62470.632812 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62470.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62505.914062 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62505.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62511.000000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62517.285156 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62517.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62521.402344 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62530.105469 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62530.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62541.234375 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62541.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62551.464844 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62551.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62558.457031 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62558.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62592.859375 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -62592.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62668.867188 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -62668.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62724.621094 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -62724.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62734.527344 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -62734.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62740.187500 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -62740.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62742.132812 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -62742.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62743.011719 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -62743.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62746.890625 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -62746.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62749.753906 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -62749.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Entering Unmasked Estep 
Score: -4839078.500000 Penalty: 2601.063232
	Iteration 0F: 2 clusters Score -4839078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4814626.000000 Penalty: 5202.126465
	Iteration 0F: 3 clusters Score -4814626 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4823261.500000 Penalty: 5202.126465
	Iteration 1F: 3 clusters Score -4823262 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4823711.500000 Penalty: 5202.126465
	Iteration 2Q: 3 clusters Score -4823712 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4824133.000000 Penalty: 5202.126465
	Iteration 3Q: 3 clusters Score -4824133 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4824567.500000 Penalty: 5202.126465
	Iteration 4Q: 3 clusters Score -4824568 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4825045.500000 Penalty: 5202.126465
	Iteration 5Q: 3 clusters Score -4825046 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4825557.500000 Penalty: 5202.126465
	Iteration 6Q: 3 clusters Score -4825558 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4826206.000000 Penalty: 5202.126465
	Iteration 7Q: 3 clusters Score -4826206 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -4826987.000000 Penalty: 5202.126465
	Iteration 8Q: 3 clusters Score -4826987 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4827907.500000 Penalty: 5202.126465
	Iteration 9F: 3 clusters Score -4827908 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4828941.500000 Penalty: 5202.126465
	Iteration 10F: 3 clusters Score -4828942 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4829992.500000 Penalty: 5202.126465
	Iteration 11F: 3 clusters Score -4829992 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4830982.000000 Penalty: 5202.126465
	Iteration 12Q: 3 clusters Score -4830982 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4831861.500000 Penalty: 5202.126465
	Iteration 13Q: 3 clusters Score -4831862 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4832651.500000 Penalty: 5202.126465
	Iteration 14Q: 3 clusters Score -4832652 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4833569.000000 Penalty: 5202.126465
	Iteration 15Q: 3 clusters Score -4833569 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4834639.000000 Penalty: 5202.126465
	Iteration 16Q: 3 clusters Score -4834639 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4835489.500000 Penalty: 5202.126465
	Iteration 17Q: 3 clusters Score -4835490 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4835895.000000 Penalty: 5202.126465
	Iteration 18Q: 3 clusters Score -4835895 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4836132.000000 Penalty: 5202.126465
	Iteration 19Q: 3 clusters Score -4836132 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4836269.500000 Penalty: 5202.126465
	Iteration 20F: 3 clusters Score -4836270 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4836383.000000 Penalty: 5202.126465
	Iteration 21Q: 3 clusters Score -4836383 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4836466.500000 Penalty: 5202.126465
	Iteration 22Q: 3 clusters Score -4836466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4836525.500000 Penalty: 5202.126465
	Iteration 23Q: 3 clusters Score -4836526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4836543.000000 Penalty: 5202.126465
	Iteration 24Q: 3 clusters Score -4836543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4836557.000000 Penalty: 5202.126465
	Iteration 25Q: 3 clusters Score -4836557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4836577.500000 Penalty: 5202.126465
	Iteration 26Q: 3 clusters Score -4836578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4836582.000000 Penalty: 5202.126465
	Iteration 27Q: 3 clusters Score -4836582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4836586.500000 Penalty: 5202.126465
	Iteration 28Q: 3 clusters Score -4836586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4836590.000000 Penalty: 5202.126465
	Iteration 29Q: 3 clusters Score -4836590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4836595.000000 Penalty: 5202.126465
	Iteration 30Q: 3 clusters Score -4836595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4836609.500000 Penalty: 5202.126465
	Iteration 31Q: 3 clusters Score -4836610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4836626.000000 Penalty: 5202.126465
	Iteration 32Q: 3 clusters Score -4836626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4836629.500000 Penalty: 5202.126465
	Iteration 33Q: 3 clusters Score -4836630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4836634.000000 Penalty: 5202.126465
	Iteration 34Q: 3 clusters Score -4836634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4836636.500000 Penalty: 5202.126465
	Iteration 35Q: 3 clusters Score -4836636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4836648.000000 Penalty: 5202.126465
	Iteration 36Q: 3 clusters Score -4836648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4836654.000000 Penalty: 5202.126465
	Iteration 37Q: 3 clusters Score -4836654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4836656.000000 Penalty: 5202.126465
	Iteration 38Q: 3 clusters Score -4836656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4836653.500000 Penalty: 5202.126465
	Iteration 39Q: 3 clusters Score -4836654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4836660.000000 Penalty: 5202.126465
	Iteration 40F: 3 clusters Score -4836660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4836658.000000 Penalty: 5202.126465
	Iteration 41Q: 3 clusters Score -4836658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4836664.500000 Penalty: 5202.126465
	Iteration 42Q: 3 clusters Score -4836664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4836661.500000 Penalty: 5202.126465
	Iteration 43Q: 3 clusters Score -4836662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4836667.000000 Penalty: 5202.126465
	Iteration 44Q: 3 clusters Score -4836667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4836668.500000 Penalty: 5202.126465
	Iteration 45Q: 3 clusters Score -4836668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4836666.500000 Penalty: 5202.126465
	Iteration 46Q: 3 clusters Score -4836666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4836665.500000 Penalty: 5202.126465
	Iteration 47Q: 3 clusters Score -4836666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4836668.000000 Penalty: 5202.126465
	Iteration 48Q: 3 clusters Score -4836668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4836670.000000 Penalty: 5202.126465
	Iteration 49Q: 3 clusters Score -4836670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4836672.000000 Penalty: 5202.126465
	Iteration 50Q: 3 clusters Score -4836672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4836679.000000 Penalty: 5202.126465
	Iteration 51Q: 3 clusters Score -4836679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4836678.500000 Penalty: 5202.126465
	Iteration 52Q: 3 clusters Score -4836678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4836677.000000 Penalty: 5202.126465
	Iteration 53Q: 3 clusters Score -4836677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4836678.000000 Penalty: 5202.126465
	Iteration 54Q: 3 clusters Score -4836678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4836678.000000 Penalty: 5202.126465
	Iteration 55Q: 3 clusters Score -4836678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4836678.000000 Penalty: 5202.126465
	Iteration 56F: 3 clusters Score -4836678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -105762.320312 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -105762.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103968.125000 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -103968.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104193.781250 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -104193.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104246.585938 Penalty: 3327.209717
	Iteration 2Q: 3 clusters Score -104246.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104268.367188 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -104268.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104293.664062 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -104293.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104308.414062 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -104308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104314.875000 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -104314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104318.320312 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -104318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104325.242188 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -104325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104332.156250 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -104332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104341.140625 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -104341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104345.562500 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -104345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104347.828125 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -104347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104351.796875 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -104351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104352.835938 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -104352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104354.937500 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -104354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104355.250000 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -104355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104355.250000 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -104355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 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 422 members 
Entering Unmasked Estep 
Score: -115834.875000 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115834.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116097.515625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116097.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116174.804688 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116174.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116210.398438 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116221.789062 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116230.500000 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116230.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116242.960938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116251.218750 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116257.023438 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116258.742188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116261.960938 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116266.164062 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116275.023438 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -116275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116279.304688 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -116279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116282.281250 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -116282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116284.406250 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -116284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116286.789062 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -116286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -116288.335938 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -116288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -116288.335938 Penalty: 3371.778320
	Iteration 18F: 3 clusters Score -116288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252223 members 
Entering Unmasked Estep 
Score: -34479184.000000 Penalty: 3084.641113
	Iteration 0F: 2 clusters Score -3.447918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -34328312.000000 Penalty: 6169.282227
	Iteration 0F: 3 clusters Score -3.432831e+07 nChanged 122103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119049 members 
Mstep: Class 2 contains 133174 members 
Entering Unmasked Estep 
Score: -34400440.000000 Penalty: 6169.282227
	Iteration 1F: 3 clusters Score -3.440044e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 137207 members 
Entering Unmasked Estep 
Score: -34402364.000000 Penalty: 6169.282227
	Iteration 2Q: 3 clusters Score -3.440236e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -34405304.000000 Penalty: 6169.282227
	Iteration 3Q: 3 clusters Score -3.44053e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 152041 members 
Entering Unmasked Estep 
Score: -34409972.000000 Penalty: 6169.282227
	Iteration 4Q: 3 clusters Score -3.440997e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -34417388.000000 Penalty: 6169.282227
	Iteration 5F: 3 clusters Score -3.441739e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -34426640.000000 Penalty: 6169.282227
	Iteration 6F: 3 clusters Score -3.442664e+07 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 187820 members 
Entering Unmasked Estep 
Score: -34436764.000000 Penalty: 6169.282227
	Iteration 7F: 3 clusters Score -3.443676e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 194929 members 
Entering Unmasked Estep 
Score: -34443932.000000 Penalty: 6169.282227
	Iteration 8F: 3 clusters Score -3.444393e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 197585 members 
Entering Unmasked Estep 
Score: -34448788.000000 Penalty: 6169.282227
	Iteration 9Q: 3 clusters Score -3.444879e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 197837 members 
Entering Unmasked Estep 
Score: -34450880.000000 Penalty: 6169.282227
	Iteration 10Q: 3 clusters Score -3.445088e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 197365 members 
Entering Unmasked Estep 
Score: -34451144.000000 Penalty: 6169.282227
	Iteration 11Q: 3 clusters Score -3.445114e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -34451112.000000 Penalty: 6169.282227
	Iteration 12Q: 3 clusters Score -3.445111e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 196053 members 
Entering Unmasked Estep 
Score: -34450964.000000 Penalty: 6169.282227
	Iteration 13Q: 3 clusters Score -3.445096e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -34450736.000000 Penalty: 6169.282227
	Iteration 14Q: 3 clusters Score -3.445074e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -34450580.000000 Penalty: 6169.282227
	Iteration 15Q: 3 clusters Score -3.445058e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 193276 members 
Entering Unmasked Estep 
Score: -34450532.000000 Penalty: 6169.282227
	Iteration 16Q: 3 clusters Score -3.445053e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 192183 members 
Entering Unmasked Estep 
Score: -34450528.000000 Penalty: 6169.282227
	Iteration 17Q: 3 clusters Score -3.445053e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 191024 members 
Entering Unmasked Estep 
Score: -34450584.000000 Penalty: 6169.282227
	Iteration 18Q: 3 clusters Score -3.445058e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 189847 members 
Entering Unmasked Estep 
Score: -34450508.000000 Penalty: 6169.282227
	Iteration 19Q: 3 clusters Score -3.445051e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 188622 members 
Entering Unmasked Estep 
Score: -34450504.000000 Penalty: 6169.282227
	Iteration 20F: 3 clusters Score -3.44505e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -34450520.000000 Penalty: 6169.282227
	Iteration 21Q: 3 clusters Score -3.445052e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 185771 members 
Entering Unmasked Estep 
Score: -34450808.000000 Penalty: 6169.282227
	Iteration 22Q: 3 clusters Score -3.445081e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -34450776.000000 Penalty: 6169.282227
	Iteration 23Q: 3 clusters Score -3.445078e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 182606 members 
Entering Unmasked Estep 
Score: -34450880.000000 Penalty: 6169.282227
	Iteration 24Q: 3 clusters Score -3.445088e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 180920 members 
Entering Unmasked Estep 
Score: -34450820.000000 Penalty: 6169.282227
	Iteration 25Q: 3 clusters Score -3.445082e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 179239 members 
Entering Unmasked Estep 
Score: -34450748.000000 Penalty: 6169.282227
	Iteration 26Q: 3 clusters Score -3.445075e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 177520 members 
Entering Unmasked Estep 
Score: -34450764.000000 Penalty: 6169.282227
	Iteration 27Q: 3 clusters Score -3.445076e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -34450876.000000 Penalty: 6169.282227
	Iteration 28Q: 3 clusters Score -3.445088e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 173975 members 
Entering Unmasked Estep 
Score: -34451024.000000 Penalty: 6169.282227
	Iteration 29Q: 3 clusters Score -3.445102e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -34451184.000000 Penalty: 6169.282227
	Iteration 30Q: 3 clusters Score -3.445118e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -34451460.000000 Penalty: 6169.282227
	Iteration 31Q: 3 clusters Score -3.445146e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -34451424.000000 Penalty: 6169.282227
	Iteration 32Q: 3 clusters Score -3.445142e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 167510 members 
Entering Unmasked Estep 
Score: -34451480.000000 Penalty: 6169.282227
	Iteration 33Q: 3 clusters Score -3.445148e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -34451612.000000 Penalty: 6169.282227
	Iteration 34Q: 3 clusters Score -3.445161e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -34451564.000000 Penalty: 6169.282227
	Iteration 35Q: 3 clusters Score -3.445156e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 163134 members 
Entering Unmasked Estep 
Score: -34451460.000000 Penalty: 6169.282227
	Iteration 36Q: 3 clusters Score -3.445146e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -34451368.000000 Penalty: 6169.282227
	Iteration 37Q: 3 clusters Score -3.445137e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 160374 members 
Entering Unmasked Estep 
Score: -34451368.000000 Penalty: 6169.282227
	Iteration 38Q: 3 clusters Score -3.445137e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -34451456.000000 Penalty: 6169.282227
	Iteration 39Q: 3 clusters Score -3.445146e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -34451572.000000 Penalty: 6169.282227
	Iteration 40F: 3 clusters Score -3.445157e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -34451696.000000 Penalty: 6169.282227
	Iteration 41Q: 3 clusters Score -3.44517e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -34451724.000000 Penalty: 6169.282227
	Iteration 42Q: 3 clusters Score -3.445172e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -34451748.000000 Penalty: 6169.282227
	Iteration 43Q: 3 clusters Score -3.445175e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -34451684.000000 Penalty: 6169.282227
	Iteration 44Q: 3 clusters Score -3.445168e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -34451764.000000 Penalty: 6169.282227
	Iteration 45Q: 3 clusters Score -3.445176e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -34451836.000000 Penalty: 6169.282227
	Iteration 46Q: 3 clusters Score -3.445184e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -34451744.000000 Penalty: 6169.282227
	Iteration 47Q: 3 clusters Score -3.445174e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 150038 members 
Entering Unmasked Estep 
Score: -34451728.000000 Penalty: 6169.282227
	Iteration 48Q: 3 clusters Score -3.445173e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 149136 members 
Entering Unmasked Estep 
Score: -34451820.000000 Penalty: 6169.282227
	Iteration 49Q: 3 clusters Score -3.445182e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -34451904.000000 Penalty: 6169.282227
	Iteration 50Q: 3 clusters Score -3.44519e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -34452012.000000 Penalty: 6169.282227
	Iteration 51Q: 3 clusters Score -3.445201e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 146278 members 
Entering Unmasked Estep 
Score: -34452076.000000 Penalty: 6169.282227
	Iteration 52Q: 3 clusters Score -3.445208e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
Score: -34452104.000000 Penalty: 6169.282227
	Iteration 53Q: 3 clusters Score -3.44521e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -34452136.000000 Penalty: 6169.282227
	Iteration 54Q: 3 clusters Score -3.445214e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -34452168.000000 Penalty: 6169.282227
	Iteration 55Q: 3 clusters Score -3.445217e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -34452232.000000 Penalty: 6169.282227
	Iteration 56Q: 3 clusters Score -3.445223e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -34452184.000000 Penalty: 6169.282227
	Iteration 57Q: 3 clusters Score -3.445218e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 140642 members 
Entering Unmasked Estep 
Score: -34452276.000000 Penalty: 6169.282227
	Iteration 58Q: 3 clusters Score -3.445228e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112497 members 
Mstep: Class 2 contains 139726 members 
Entering Unmasked Estep 
Score: -34452420.000000 Penalty: 6169.282227
	Iteration 59Q: 3 clusters Score -3.445242e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 138839 members 
Entering Unmasked Estep 
Score: -34452508.000000 Penalty: 6169.282227
	Iteration 60F: 3 clusters Score -3.445251e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -34452524.000000 Penalty: 6169.282227
	Iteration 61Q: 3 clusters Score -3.445252e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 137019 members 
Entering Unmasked Estep 
Score: -34452560.000000 Penalty: 6169.282227
	Iteration 62Q: 3 clusters Score -3.445256e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -34452640.000000 Penalty: 6169.282227
	Iteration 63Q: 3 clusters Score -3.445264e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 135297 members 
Entering Unmasked Estep 
Score: -34452620.000000 Penalty: 6169.282227
	Iteration 64Q: 3 clusters Score -3.445262e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -34452728.000000 Penalty: 6169.282227
	Iteration 65Q: 3 clusters Score -3.445273e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -34452776.000000 Penalty: 6169.282227
	Iteration 66Q: 3 clusters Score -3.445278e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -34452784.000000 Penalty: 6169.282227
	Iteration 67Q: 3 clusters Score -3.445278e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 131678 members 
Entering Unmasked Estep 
Score: -34452816.000000 Penalty: 6169.282227
	Iteration 68Q: 3 clusters Score -3.445282e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 130713 members 
Entering Unmasked Estep 
Score: -34452904.000000 Penalty: 6169.282227
	Iteration 69Q: 3 clusters Score -3.44529e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -34452916.000000 Penalty: 6169.282227
	Iteration 70Q: 3 clusters Score -3.445292e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -34452996.000000 Penalty: 6169.282227
	Iteration 71Q: 3 clusters Score -3.4453e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124750 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -34453056.000000 Penalty: 6169.282227
	Iteration 72Q: 3 clusters Score -3.445306e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -34453164.000000 Penalty: 6169.282227
	Iteration 73Q: 3 clusters Score -3.445316e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127057 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -34453256.000000 Penalty: 6169.282227
	Iteration 74Q: 3 clusters Score -3.445326e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -34453424.000000 Penalty: 6169.282227
	Iteration 75Q: 3 clusters Score -3.445342e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -34453528.000000 Penalty: 6169.282227
	Iteration 76Q: 3 clusters Score -3.445353e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 121348 members 
Entering Unmasked Estep 
Score: -34453624.000000 Penalty: 6169.282227
	Iteration 77Q: 3 clusters Score -3.445362e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -34453672.000000 Penalty: 6169.282227
	Iteration 78Q: 3 clusters Score -3.445367e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -34453740.000000 Penalty: 6169.282227
	Iteration 79Q: 3 clusters Score -3.445374e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -34453896.000000 Penalty: 6169.282227
	Iteration 80F: 3 clusters Score -3.44539e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136913 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -34454188.000000 Penalty: 6169.282227
	Iteration 81Q: 3 clusters Score -3.445419e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -34454308.000000 Penalty: 6169.282227
	Iteration 82Q: 3 clusters Score -3.445431e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140642 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -34454468.000000 Penalty: 6169.282227
	Iteration 83Q: 3 clusters Score -3.445447e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -34454588.000000 Penalty: 6169.282227
	Iteration 84Q: 3 clusters Score -3.445459e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -34454844.000000 Penalty: 6169.282227
	Iteration 85Q: 3 clusters Score -3.445484e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -34454924.000000 Penalty: 6169.282227
	Iteration 86Q: 3 clusters Score -3.445492e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -34455244.000000 Penalty: 6169.282227
	Iteration 87Q: 3 clusters Score -3.445524e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -34455556.000000 Penalty: 6169.282227
	Iteration 88Q: 3 clusters Score -3.445556e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -34456180.000000 Penalty: 6169.282227
	Iteration 89Q: 3 clusters Score -3.445618e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -34456968.000000 Penalty: 6169.282227
	Iteration 90Q: 3 clusters Score -3.445697e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166898 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -34457672.000000 Penalty: 6169.282227
	Iteration 91Q: 3 clusters Score -3.445767e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -34458688.000000 Penalty: 6169.282227
	Iteration 92Q: 3 clusters Score -3.445869e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -34459320.000000 Penalty: 6169.282227
	Iteration 93Q: 3 clusters Score -3.445932e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -34459808.000000 Penalty: 6169.282227
	Iteration 94Q: 3 clusters Score -3.445981e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195973 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -34459904.000000 Penalty: 6169.282227
	Iteration 95Q: 3 clusters Score -3.44599e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -34459816.000000 Penalty: 6169.282227
	Iteration 96Q: 3 clusters Score -3.445982e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -34459948.000000 Penalty: 6169.282227
	Iteration 97Q: 3 clusters Score -3.445995e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217546 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -34460244.000000 Penalty: 6169.282227
	Iteration 98Q: 3 clusters Score -3.446024e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222748 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -34460712.000000 Penalty: 6169.282227
	Iteration 99Q: 3 clusters Score -3.446071e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227388 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -34463180.000000 Penalty: 6169.282227
	Iteration 100F: 3 clusters Score -3.446318e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233613 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -34464724.000000 Penalty: 6169.282227
	Iteration 101Q: 3 clusters Score -3.446472e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238504 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -34467028.000000 Penalty: 6169.282227
	Iteration 102Q: 3 clusters Score -3.446703e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242351 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -34470516.000000 Penalty: 6169.282227
	Iteration 103Q: 3 clusters Score -3.447052e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245390 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -34472708.000000 Penalty: 6169.282227
	Iteration 104Q: 3 clusters Score -3.447271e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247768 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -34474244.000000 Penalty: 6169.282227
	Iteration 105Q: 3 clusters Score -3.447424e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249363 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -34475308.000000 Penalty: 6169.282227
	Iteration 106Q: 3 clusters Score -3.447531e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250327 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -34475976.000000 Penalty: 6169.282227
	Iteration 107Q: 3 clusters Score -3.447598e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250914 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -34476312.000000 Penalty: 6169.282227
	Iteration 108Q: 3 clusters Score -3.447631e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251205 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -34476424.000000 Penalty: 6169.282227
	Iteration 109Q: 3 clusters Score -3.447642e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251380 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -34476556.000000 Penalty: 6169.282227
	Iteration 110Q: 3 clusters Score -3.447656e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251479 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -34476632.000000 Penalty: 6169.282227
	Iteration 111Q: 3 clusters Score -3.447663e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251541 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -34476656.000000 Penalty: 6169.282227
	Iteration 112Q: 3 clusters Score -3.447666e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251594 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -34476688.000000 Penalty: 6169.282227
	Iteration 113Q: 3 clusters Score -3.447669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251634 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34476728.000000 Penalty: 6169.282227
	Iteration 114Q: 3 clusters Score -3.447673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251655 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -34476744.000000 Penalty: 6169.282227
	Iteration 115Q: 3 clusters Score -3.447674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251669 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34476760.000000 Penalty: 6169.282227
	Iteration 116Q: 3 clusters Score -3.447676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251680 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34476760.000000 Penalty: 6169.282227
	Iteration 117Q: 3 clusters Score -3.447676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251688 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -34476736.000000 Penalty: 6169.282227
	Iteration 118Q: 3 clusters Score -3.447674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251693 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -34476752.000000 Penalty: 6169.282227
	Iteration 119Q: 3 clusters Score -3.447675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251701 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -34476756.000000 Penalty: 6169.282227
	Iteration 120F: 3 clusters Score -3.447676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251704 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -34476760.000000 Penalty: 6169.282227
	Iteration 121Q: 3 clusters Score -3.447676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -34476752.000000 Penalty: 6169.282227
	Iteration 122Q: 3 clusters Score -3.447675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251709 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -34476760.000000 Penalty: 6169.282227
	Iteration 123Q: 3 clusters Score -3.447676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251710 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -34476760.000000 Penalty: 6169.282227
	Iteration 124Q: 3 clusters Score -3.447676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251711 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34476772.000000 Penalty: 6169.282227
	Iteration 125Q: 3 clusters Score -3.447677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251711 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34476772.000000 Penalty: 6169.282227
	Iteration 126F: 3 clusters Score -3.447677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68290.515625 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68290.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68553.382812 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68553.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68694.421875 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -68694.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68779.195312 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68853.710938 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68853.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68892.000000 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68917.250000 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68917.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68927.484375 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68927.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68936.679688 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68936.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68941.632812 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68941.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68941.632812 Penalty: 3151.767578
	Iteration 10F: 3 clusters Score -68941.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -742065.125000 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -742065.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -737198.062500 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -737198.1 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -738481.750000 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -738481.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -738787.000000 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -738787 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -739079.750000 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -739079.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -739372.625000 Penalty: 4279.230957
	Iteration 4F: 3 clusters Score -739372.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -739644.687500 Penalty: 4279.230957
	Iteration 5F: 3 clusters Score -739644.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -739906.437500 Penalty: 4279.230957
	Iteration 6F: 3 clusters Score -739906.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -740127.250000 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -740127.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -740288.312500 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -740288.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -740399.187500 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -740399.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -740463.812500 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -740463.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -740496.000000 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -740496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -740514.750000 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -740514.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -740532.312500 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -740532.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -740547.750000 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -740547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -740557.625000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -740557.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -740567.937500 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -740567.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -740574.312500 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -740574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -740580.937500 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -740580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -740586.687500 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -740586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -740589.000000 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -740589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -740593.437500 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -740593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -740597.687500 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -740597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -740599.437500 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -740599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -740603.062500 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -740603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -740606.625000 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -740606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -740606.687500 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -740606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -740607.687500 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -740607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -740608.250000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -740608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -740610.250000 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -740610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -740611.562500 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -740611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -740612.812500 Penalty: 4279.230957
	Iteration 31Q: 3 clusters Score -740612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -740617.437500 Penalty: 4279.230957
	Iteration 32Q: 3 clusters Score -740617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -740620.750000 Penalty: 4279.230957
	Iteration 33Q: 3 clusters Score -740620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -740620.125000 Penalty: 4279.230957
	Iteration 34Q: 3 clusters Score -740620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -740620.625000 Penalty: 4279.230957
	Iteration 35Q: 3 clusters Score -740620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -740621.875000 Penalty: 4279.230957
	Iteration 36Q: 3 clusters Score -740621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -740623.562500 Penalty: 4279.230957
	Iteration 37Q: 3 clusters Score -740623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -740625.375000 Penalty: 4279.230957
	Iteration 38Q: 3 clusters Score -740625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -740626.062500 Penalty: 4279.230957
	Iteration 39Q: 3 clusters Score -740626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -740628.000000 Penalty: 4279.230957
	Iteration 40F: 3 clusters Score -740628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -185135.640625 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -185135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182938.125000 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -182938.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183565.609375 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -183565.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -183898.031250 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -183898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -184115.609375 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -184115.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -184290.812500 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -184290.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -184398.281250 Penalty: 3645.218506
	Iteration 5Q: 3 clusters Score -184398.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -184469.234375 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -184469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -184528.000000 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -184528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -184556.562500 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -184556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -184569.734375 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -184569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -184577.656250 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -184577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -184583.062500 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -184583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -184585.031250 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -184585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -184587.125000 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -184587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -184588.187500 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -184588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -184591.031250 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -184591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -184595.390625 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -184595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -184599.812500 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -184599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -184602.390625 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -184602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -184604.281250 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -184604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -184604.859375 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -184604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -184606.000000 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -184606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -184606.734375 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -184606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -184606.734375 Penalty: 3645.218506
	Iteration 23F: 3 clusters Score -184606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -965929.812500 Penalty: 2198.982178
	Iteration 0F: 2 clusters Score -965929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -960102.375000 Penalty: 4397.964355
	Iteration 0F: 3 clusters Score -960102.4 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -961537.000000 Penalty: 4397.964355
	Iteration 1F: 3 clusters Score -961537 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -961754.625000 Penalty: 4397.964355
	Iteration 2F: 3 clusters Score -961754.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -961902.312500 Penalty: 4397.964355
	Iteration 3Q: 3 clusters Score -961902.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -962004.750000 Penalty: 4397.964355
	Iteration 4Q: 3 clusters Score -962004.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -962109.250000 Penalty: 4397.964355
	Iteration 5Q: 3 clusters Score -962109.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -962189.000000 Penalty: 4397.964355
	Iteration 6Q: 3 clusters Score -962189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -962250.937500 Penalty: 4397.964355
	Iteration 7Q: 3 clusters Score -962250.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -962304.125000 Penalty: 4397.964355
	Iteration 8Q: 3 clusters Score -962304.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -962343.312500 Penalty: 4397.964355
	Iteration 9Q: 3 clusters Score -962343.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -962386.562500 Penalty: 4397.964355
	Iteration 10Q: 3 clusters Score -962386.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -962436.062500 Penalty: 4397.964355
	Iteration 11Q: 3 clusters Score -962436.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -962484.000000 Penalty: 4397.964355
	Iteration 12Q: 3 clusters Score -962484 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -962532.500000 Penalty: 4397.964355
	Iteration 13Q: 3 clusters Score -962532.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -962586.375000 Penalty: 4397.964355
	Iteration 14Q: 3 clusters Score -962586.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -962640.937500 Penalty: 4397.964355
	Iteration 15Q: 3 clusters Score -962640.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -962698.500000 Penalty: 4397.964355
	Iteration 16Q: 3 clusters Score -962698.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -962758.312500 Penalty: 4397.964355
	Iteration 17Q: 3 clusters Score -962758.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -962817.062500 Penalty: 4397.964355
	Iteration 18Q: 3 clusters Score -962817.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -962878.562500 Penalty: 4397.964355
	Iteration 19Q: 3 clusters Score -962878.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -962934.687500 Penalty: 4397.964355
	Iteration 20F: 3 clusters Score -962934.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -962993.187500 Penalty: 4397.964355
	Iteration 21Q: 3 clusters Score -962993.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -963055.562500 Penalty: 4397.964355
	Iteration 22Q: 3 clusters Score -963055.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -963120.250000 Penalty: 4397.964355
	Iteration 23Q: 3 clusters Score -963120.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -963182.000000 Penalty: 4397.964355
	Iteration 24Q: 3 clusters Score -963182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -963260.625000 Penalty: 4397.964355
	Iteration 25Q: 3 clusters Score -963260.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -963320.125000 Penalty: 4397.964355
	Iteration 26Q: 3 clusters Score -963320.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -963374.312500 Penalty: 4397.964355
	Iteration 27Q: 3 clusters Score -963374.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -963432.812500 Penalty: 4397.964355
	Iteration 28Q: 3 clusters Score -963432.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -963470.250000 Penalty: 4397.964355
	Iteration 29Q: 3 clusters Score -963470.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -963493.000000 Penalty: 4397.964355
	Iteration 30Q: 3 clusters Score -963493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -963514.437500 Penalty: 4397.964355
	Iteration 31Q: 3 clusters Score -963514.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -963534.000000 Penalty: 4397.964355
	Iteration 32Q: 3 clusters Score -963534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -963539.812500 Penalty: 4397.964355
	Iteration 33Q: 3 clusters Score -963539.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -963551.875000 Penalty: 4397.964355
	Iteration 34Q: 3 clusters Score -963551.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -963561.375000 Penalty: 4397.964355
	Iteration 35Q: 3 clusters Score -963561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -963568.437500 Penalty: 4397.964355
	Iteration 36Q: 3 clusters Score -963568.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -963570.187500 Penalty: 4397.964355
	Iteration 37Q: 3 clusters Score -963570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -963578.562500 Penalty: 4397.964355
	Iteration 38Q: 3 clusters Score -963578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -963582.437500 Penalty: 4397.964355
	Iteration 39Q: 3 clusters Score -963582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -963586.750000 Penalty: 4397.964355
	Iteration 40F: 3 clusters Score -963586.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -963590.812500 Penalty: 4397.964355
	Iteration 41Q: 3 clusters Score -963590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -963590.625000 Penalty: 4397.964355
	Iteration 42Q: 3 clusters Score -963590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -963592.687500 Penalty: 4397.964355
	Iteration 43Q: 3 clusters Score -963592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -963594.000000 Penalty: 4397.964355
	Iteration 44Q: 3 clusters Score -963594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -963596.562500 Penalty: 4397.964355
	Iteration 45Q: 3 clusters Score -963596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -963598.250000 Penalty: 4397.964355
	Iteration 46Q: 3 clusters Score -963598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -963598.625000 Penalty: 4397.964355
	Iteration 47Q: 3 clusters Score -963598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -963600.000000 Penalty: 4397.964355
	Iteration 48Q: 3 clusters Score -963600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -963600.187500 Penalty: 4397.964355
	Iteration 49Q: 3 clusters Score -963600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -963602.000000 Penalty: 4397.964355
	Iteration 50Q: 3 clusters Score -963602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -963605.312500 Penalty: 4397.964355
	Iteration 51Q: 3 clusters Score -963605.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -963611.562500 Penalty: 4397.964355
	Iteration 52Q: 3 clusters Score -963611.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -963612.312500 Penalty: 4397.964355
	Iteration 53Q: 3 clusters Score -963612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -963615.375000 Penalty: 4397.964355
	Iteration 54Q: 3 clusters Score -963615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -963614.125000 Penalty: 4397.964355
	Iteration 55Q: 3 clusters Score -963614.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -963618.312500 Penalty: 4397.964355
	Iteration 56Q: 3 clusters Score -963618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -963620.625000 Penalty: 4397.964355
	Iteration 57Q: 3 clusters Score -963620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -963623.062500 Penalty: 4397.964355
	Iteration 58Q: 3 clusters Score -963623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -963624.562500 Penalty: 4397.964355
	Iteration 59Q: 3 clusters Score -963624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -963624.937500 Penalty: 4397.964355
	Iteration 60F: 3 clusters Score -963624.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -963627.312500 Penalty: 4397.964355
	Iteration 61Q: 3 clusters Score -963627.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -963628.875000 Penalty: 4397.964355
	Iteration 62Q: 3 clusters Score -963628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -963627.250000 Penalty: 4397.964355
	Iteration 63Q: 3 clusters Score -963627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -963630.875000 Penalty: 4397.964355
	Iteration 64Q: 3 clusters Score -963630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -963630.437500 Penalty: 4397.964355
	Iteration 65Q: 3 clusters Score -963630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -963630.437500 Penalty: 4397.964355
	Iteration 66F: 3 clusters Score -963630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Entering Unmasked Estep 
Score: -16373991.000000 Penalty: 2902.335693
	Iteration 0F: 2 clusters Score -1.637399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -16293322.000000 Penalty: 5804.671387
	Iteration 0F: 3 clusters Score -1.629332e+07 nChanged 57364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -16326343.000000 Penalty: 5804.671387
	Iteration 1F: 3 clusters Score -1.632634e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -16327657.000000 Penalty: 5804.671387
	Iteration 2Q: 3 clusters Score -1.632766e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -16329825.000000 Penalty: 5804.671387
	Iteration 3Q: 3 clusters Score -1.632982e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -16333286.000000 Penalty: 5804.671387
	Iteration 4F: 3 clusters Score -1.633329e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -16338670.000000 Penalty: 5804.671387
	Iteration 5F: 3 clusters Score -1.633867e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -16345530.000000 Penalty: 5804.671387
	Iteration 6F: 3 clusters Score -1.634553e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -16352983.000000 Penalty: 5804.671387
	Iteration 7F: 3 clusters Score -1.635298e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -16359474.000000 Penalty: 5804.671387
	Iteration 8F: 3 clusters Score -1.635947e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -16364527.000000 Penalty: 5804.671387
	Iteration 9Q: 3 clusters Score -1.636453e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -16367465.000000 Penalty: 5804.671387
	Iteration 10Q: 3 clusters Score -1.636746e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -16368922.000000 Penalty: 5804.671387
	Iteration 11Q: 3 clusters Score -1.636892e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113762 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -16369639.000000 Penalty: 5804.671387
	Iteration 12Q: 3 clusters Score -1.636964e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -16370136.000000 Penalty: 5804.671387
	Iteration 13Q: 3 clusters Score -1.637014e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -16370420.000000 Penalty: 5804.671387
	Iteration 14Q: 3 clusters Score -1.637042e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -16370673.000000 Penalty: 5804.671387
	Iteration 15Q: 3 clusters Score -1.637067e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -16370913.000000 Penalty: 5804.671387
	Iteration 16Q: 3 clusters Score -1.637091e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16371009.000000 Penalty: 5804.671387
	Iteration 17Q: 3 clusters Score -1.637101e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -16371114.000000 Penalty: 5804.671387
	Iteration 18Q: 3 clusters Score -1.637111e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -16371236.000000 Penalty: 5804.671387
	Iteration 19Q: 3 clusters Score -1.637124e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16371369.000000 Penalty: 5804.671387
	Iteration 20F: 3 clusters Score -1.637137e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -16371379.000000 Penalty: 5804.671387
	Iteration 21Q: 3 clusters Score -1.637138e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -16371449.000000 Penalty: 5804.671387
	Iteration 22Q: 3 clusters Score -1.637145e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118259 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -16371464.000000 Penalty: 5804.671387
	Iteration 23Q: 3 clusters Score -1.637146e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16371519.000000 Penalty: 5804.671387
	Iteration 24Q: 3 clusters Score -1.637152e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -16371549.000000 Penalty: 5804.671387
	Iteration 25Q: 3 clusters Score -1.637155e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -16371603.000000 Penalty: 5804.671387
	Iteration 26Q: 3 clusters Score -1.63716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -16371622.000000 Penalty: 5804.671387
	Iteration 27Q: 3 clusters Score -1.637162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118723 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16371633.000000 Penalty: 5804.671387
	Iteration 28Q: 3 clusters Score -1.637163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16371661.000000 Penalty: 5804.671387
	Iteration 29Q: 3 clusters Score -1.637166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -16371666.000000 Penalty: 5804.671387
	Iteration 30Q: 3 clusters Score -1.637167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -16371661.000000 Penalty: 5804.671387
	Iteration 31Q: 3 clusters Score -1.637166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -16371650.000000 Penalty: 5804.671387
	Iteration 32Q: 3 clusters Score -1.637165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -16371665.000000 Penalty: 5804.671387
	Iteration 33Q: 3 clusters Score -1.637166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -16371689.000000 Penalty: 5804.671387
	Iteration 34Q: 3 clusters Score -1.637169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16371705.000000 Penalty: 5804.671387
	Iteration 35Q: 3 clusters Score -1.63717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -16371710.000000 Penalty: 5804.671387
	Iteration 36Q: 3 clusters Score -1.637171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118949 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16371722.000000 Penalty: 5804.671387
	Iteration 37Q: 3 clusters Score -1.637172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -16371732.000000 Penalty: 5804.671387
	Iteration 38Q: 3 clusters Score -1.637173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16371728.000000 Penalty: 5804.671387
	Iteration 39Q: 3 clusters Score -1.637173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16371726.000000 Penalty: 5804.671387
	Iteration 40F: 3 clusters Score -1.637173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16371729.000000 Penalty: 5804.671387
	Iteration 41Q: 3 clusters Score -1.637173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16371732.000000 Penalty: 5804.671387
	Iteration 42Q: 3 clusters Score -1.637173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -16371742.000000 Penalty: 5804.671387
	Iteration 43Q: 3 clusters Score -1.637174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16371749.000000 Penalty: 5804.671387
	Iteration 44Q: 3 clusters Score -1.637175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16371741.000000 Penalty: 5804.671387
	Iteration 45Q: 3 clusters Score -1.637174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119079 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -16371750.000000 Penalty: 5804.671387
	Iteration 46Q: 3 clusters Score -1.637175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -16371768.000000 Penalty: 5804.671387
	Iteration 47Q: 3 clusters Score -1.637177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119111 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -16371774.000000 Penalty: 5804.671387
	Iteration 48Q: 3 clusters Score -1.637177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -16371769.000000 Penalty: 5804.671387
	Iteration 49Q: 3 clusters Score -1.637177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -16371772.000000 Penalty: 5804.671387
	Iteration 50Q: 3 clusters Score -1.637177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16371755.000000 Penalty: 5804.671387
	Iteration 51Q: 3 clusters Score -1.637176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16371762.000000 Penalty: 5804.671387
	Iteration 52Q: 3 clusters Score -1.637176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16371775.000000 Penalty: 5804.671387
	Iteration 53Q: 3 clusters Score -1.637178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16371776.000000 Penalty: 5804.671387
	Iteration 54Q: 3 clusters Score -1.637178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16371790.000000 Penalty: 5804.671387
	Iteration 55Q: 3 clusters Score -1.637179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16371796.000000 Penalty: 5804.671387
	Iteration 56Q: 3 clusters Score -1.63718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -16371807.000000 Penalty: 5804.671387
	Iteration 57Q: 3 clusters Score -1.637181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16371810.000000 Penalty: 5804.671387
	Iteration 58Q: 3 clusters Score -1.637181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16371810.000000 Penalty: 5804.671387
	Iteration 59Q: 3 clusters Score -1.637181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16371809.000000 Penalty: 5804.671387
	Iteration 60F: 3 clusters Score -1.637181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16371798.000000 Penalty: 5804.671387
	Iteration 61Q: 3 clusters Score -1.63718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16371801.000000 Penalty: 5804.671387
	Iteration 62Q: 3 clusters Score -1.63718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -16371808.000000 Penalty: 5804.671387
	Iteration 63Q: 3 clusters Score -1.637181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16371799.000000 Penalty: 5804.671387
	Iteration 64Q: 3 clusters Score -1.63718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16371809.000000 Penalty: 5804.671387
	Iteration 65Q: 3 clusters Score -1.637181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16371807.000000 Penalty: 5804.671387
	Iteration 66Q: 3 clusters Score -1.637181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -16371801.000000 Penalty: 5804.671387
	Iteration 67Q: 3 clusters Score -1.63718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16371804.000000 Penalty: 5804.671387
	Iteration 68Q: 3 clusters Score -1.63718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16371805.000000 Penalty: 5804.671387
	Iteration 69Q: 3 clusters Score -1.63718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16371805.000000 Penalty: 5804.671387
	Iteration 70F: 3 clusters Score -1.63718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17683 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140923 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 106022 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 13888 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93631 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35888 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252223 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7093 members 
Mstep: Class 29 contains 120930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145816.000000 Penalty: 99435.203125
Iteration 239Q: 30 clusters Score -1.341458e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17689 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140829 members 
Mstep: Class 8 contains 24562 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 106019 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57135 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 13896 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93631 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35864 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252292 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7093 members 
Mstep: Class 29 contains 120648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145928.000000 Penalty: 99435.203125
Iteration 240F: 30 clusters Score -1.341459e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17706 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140775 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 106008 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57122 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 16 contains 13910 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93631 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35847 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252322 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7092 members 
Mstep: Class 29 contains 120391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 241Q: 30 clusters Score -1.34146e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17706 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140732 members 
Mstep: Class 8 contains 24565 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 106001 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57119 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 13928 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35836 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252333 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7088 members 
Mstep: Class 29 contains 120156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145968.000000 Penalty: 99435.203125
Iteration 242Q: 30 clusters Score -1.34146e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17712 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140690 members 
Mstep: Class 8 contains 24594 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 106000 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57125 members 
Mstep: Class 15 contains 15680 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35832 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252326 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7084 members 
Mstep: Class 29 contains 119961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145648.000000 Penalty: 99435.203125
Iteration 243Q: 30 clusters Score -1.341456e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140638 members 
Mstep: Class 8 contains 24600 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 106007 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57134 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 13938 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35827 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252352 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7086 members 
Mstep: Class 29 contains 119764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145488.000000 Penalty: 99435.203125
Iteration 244Q: 30 clusters Score -1.341455e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17730 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140630 members 
Mstep: Class 8 contains 24595 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 106008 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57145 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35821 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252336 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7085 members 
Mstep: Class 29 contains 119568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145504.000000 Penalty: 99435.203125
Iteration 245Q: 30 clusters Score -1.341455e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17735 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140619 members 
Mstep: Class 8 contains 24603 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 106011 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57140 members 
Mstep: Class 15 contains 16226 members 
Mstep: Class 16 contains 13955 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93614 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35818 members 
Mstep: Class 22 contains 820 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252344 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7088 members 
Mstep: Class 29 contains 119410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145408.000000 Penalty: 99435.203125
Iteration 246Q: 30 clusters Score -1.341454e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17740 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140623 members 
Mstep: Class 8 contains 24616 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 106016 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57146 members 
Mstep: Class 15 contains 16362 members 
Mstep: Class 16 contains 13959 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35807 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252338 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7089 members 
Mstep: Class 29 contains 119249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145264.000000 Penalty: 99435.203125
Iteration 247Q: 30 clusters Score -1.341453e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140608 members 
Mstep: Class 8 contains 24623 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 106015 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57164 members 
Mstep: Class 15 contains 16487 members 
Mstep: Class 16 contains 13966 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93613 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35794 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252354 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7094 members 
Mstep: Class 29 contains 119099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145288.000000 Penalty: 99435.203125
Iteration 248Q: 30 clusters Score -1.341453e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17749 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140603 members 
Mstep: Class 8 contains 24629 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 106014 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 13968 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1467 members 
Mstep: Class 19 contains 93612 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35786 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252359 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7100 members 
Mstep: Class 29 contains 118943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145200.000000 Penalty: 99435.203125
Iteration 249Q: 30 clusters Score -1.341452e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17760 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140594 members 
Mstep: Class 8 contains 24641 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 106017 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57189 members 
Mstep: Class 15 contains 16745 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93606 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35783 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252373 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7104 members 
Mstep: Class 29 contains 118786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145192.000000 Penalty: 99435.203125
Iteration 250Q: 30 clusters Score -1.341452e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17774 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140576 members 
Mstep: Class 8 contains 24648 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 106015 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57200 members 
Mstep: Class 15 contains 16870 members 
Mstep: Class 16 contains 13968 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93604 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35778 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252378 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7109 members 
Mstep: Class 29 contains 118649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145208.000000 Penalty: 99435.203125
Iteration 251Q: 30 clusters Score -1.341452e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17779 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140560 members 
Mstep: Class 8 contains 24650 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106009 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57214 members 
Mstep: Class 15 contains 16981 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93606 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35768 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252390 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7109 members 
Mstep: Class 29 contains 118531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145344.000000 Penalty: 99435.203125
Iteration 252Q: 30 clusters Score -1.341453e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140549 members 
Mstep: Class 8 contains 24651 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106011 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57229 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 13972 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93606 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252379 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 118417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145360.000000 Penalty: 99435.203125
Iteration 253Q: 30 clusters Score -1.341454e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140531 members 
Mstep: Class 8 contains 24662 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106015 members 
Mstep: Class 13 contains 16845 members 
Mstep: Class 14 contains 57240 members 
Mstep: Class 15 contains 17191 members 
Mstep: Class 16 contains 13971 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93610 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252379 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 118313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145392.000000 Penalty: 99435.203125
Iteration 254Q: 30 clusters Score -1.341454e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140534 members 
Mstep: Class 8 contains 24669 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106019 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57252 members 
Mstep: Class 15 contains 17265 members 
Mstep: Class 16 contains 13971 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93612 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252367 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 118220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145464.000000 Penalty: 99435.203125
Iteration 255Q: 30 clusters Score -1.341455e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140538 members 
Mstep: Class 8 contains 24683 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106021 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57266 members 
Mstep: Class 15 contains 17318 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93614 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252376 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 118124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145592.000000 Penalty: 99435.203125
Iteration 256Q: 30 clusters Score -1.341456e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17788 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140535 members 
Mstep: Class 8 contains 24703 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106024 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57273 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93614 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252387 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 118031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145504.000000 Penalty: 99435.203125
Iteration 257Q: 30 clusters Score -1.341455e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17794 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140525 members 
Mstep: Class 8 contains 24724 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 106026 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57290 members 
Mstep: Class 15 contains 17402 members 
Mstep: Class 16 contains 13977 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93617 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252403 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 117941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145624.000000 Penalty: 99435.203125
Iteration 258Q: 30 clusters Score -1.341456e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17793 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140523 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 106033 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57305 members 
Mstep: Class 15 contains 17440 members 
Mstep: Class 16 contains 13977 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252422 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145608.000000 Penalty: 99435.203125
Iteration 259Q: 30 clusters Score -1.341456e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17797 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140511 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57316 members 
Mstep: Class 15 contains 17478 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252427 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145680.000000 Penalty: 99435.203125
Iteration 260F: 30 clusters Score -1.341457e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17800 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140507 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57324 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 13980 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93613 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252435 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145760.000000 Penalty: 99435.203125
Iteration 261Q: 30 clusters Score -1.341458e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17801 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140501 members 
Mstep: Class 8 contains 24785 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106046 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57335 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 16 contains 13980 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93612 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252443 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145792.000000 Penalty: 99435.203125
Iteration 262Q: 30 clusters Score -1.341458e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17804 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140497 members 
Mstep: Class 8 contains 24796 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106044 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57343 members 
Mstep: Class 15 contains 17588 members 
Mstep: Class 16 contains 13981 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93612 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252447 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145816.000000 Penalty: 99435.203125
Iteration 263Q: 30 clusters Score -1.341458e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17805 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140493 members 
Mstep: Class 8 contains 24800 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106044 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57344 members 
Mstep: Class 15 contains 17607 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93610 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35758 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252475 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145896.000000 Penalty: 99435.203125
Iteration 264Q: 30 clusters Score -1.341459e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17806 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140499 members 
Mstep: Class 8 contains 24812 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57345 members 
Mstep: Class 15 contains 17624 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93612 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252492 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145856.000000 Penalty: 99435.203125
Iteration 265Q: 30 clusters Score -1.341459e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17808 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140502 members 
Mstep: Class 8 contains 24821 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57348 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93614 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35757 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252499 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 117456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145952.000000 Penalty: 99435.203125
Iteration 266Q: 30 clusters Score -1.34146e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17811 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140496 members 
Mstep: Class 8 contains 24829 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57353 members 
Mstep: Class 15 contains 17653 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93616 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252508 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7107 members 
Mstep: Class 29 contains 117421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145888.000000 Penalty: 99435.203125
Iteration 267Q: 30 clusters Score -1.341459e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17812 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140491 members 
Mstep: Class 8 contains 24837 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57354 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93619 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252507 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7107 members 
Mstep: Class 29 contains 117390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145840.000000 Penalty: 99435.203125
Iteration 268Q: 30 clusters Score -1.341458e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17813 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140488 members 
Mstep: Class 8 contains 24845 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57354 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252514 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7107 members 
Mstep: Class 29 contains 117356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 269Q: 30 clusters Score -1.341459e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17817 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140489 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57356 members 
Mstep: Class 15 contains 17712 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252527 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7106 members 
Mstep: Class 29 contains 117313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 270Q: 30 clusters Score -1.341459e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17818 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140495 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57354 members 
Mstep: Class 15 contains 17729 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252550 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7105 members 
Mstep: Class 29 contains 117270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 271Q: 30 clusters Score -1.341459e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140493 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57350 members 
Mstep: Class 15 contains 17742 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252568 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7104 members 
Mstep: Class 29 contains 117235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145888.000000 Penalty: 99435.203125
Iteration 272Q: 30 clusters Score -1.341459e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140490 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106040 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57351 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93625 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252583 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 117200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145944.000000 Penalty: 99435.203125
Iteration 273Q: 30 clusters Score -1.341459e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140486 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57357 members 
Mstep: Class 15 contains 17776 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252595 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 117172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145944.000000 Penalty: 99435.203125
Iteration 274Q: 30 clusters Score -1.341459e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140482 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57359 members 
Mstep: Class 15 contains 17795 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252596 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 117145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 275Q: 30 clusters Score -1.341459e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140476 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57364 members 
Mstep: Class 15 contains 17821 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252597 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 117116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145888.000000 Penalty: 99435.203125
Iteration 276Q: 30 clusters Score -1.341459e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140475 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57369 members 
Mstep: Class 15 contains 17844 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35760 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252596 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 277Q: 30 clusters Score -1.341459e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140474 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57370 members 
Mstep: Class 15 contains 17874 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252587 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 278Q: 30 clusters Score -1.341459e+08 nChanged 74
Entering ConstructFrom: 
Score: -134145872.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162337.421875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162337.4 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 649 members 
Entering Unmasked Estep 
Score: -160207.390625 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160207.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160699.890625 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160699.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161068.500000 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161068.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161438.437500 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -161438.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161954.765625 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -161954.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162142.562500 Penalty: 3568.068359
	Iteration 5F: 3 clusters Score -162142.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162274.968750 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -162275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162439.546875 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -162439.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162659.078125 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -162659.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162897.015625 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -162897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -163102.375000 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163102.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -163333.828125 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -163535.937500 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163559.687500 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163587.593750 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -163601.640625 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163611.796875 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -163611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -163629.062500 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -163629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163642.375000 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -163642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -163657.843750 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -163657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -163702.968750 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -163703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -163781.328125 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -163781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163827.000000 Penalty: 3568.068359
	Iteration 22Q: 3 clusters Score -163827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -163864.718750 Penalty: 3568.068359
	Iteration 23Q: 3 clusters Score -163864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -163864.718750 Penalty: 3568.068359
	Iteration 24F: 3 clusters Score -163864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140465 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 17897 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252588 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117052 members 
Mstep: Class 30 contains 439 members 
Entering Unmasked Estep 
Score: -134145712.000000 Penalty: 102864.000000
Splitting cluster 1 changes total score from -134145872.000000 to -134145712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Entering Unmasked Estep 
Score: -2453474.000000 Penalty: 2427.442871
	Iteration 0F: 2 clusters Score -2453474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2440850.250000 Penalty: 4854.885742
	Iteration 0F: 3 clusters Score -2440850 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2445181.750000 Penalty: 4854.885742
	Iteration 1F: 3 clusters Score -2445182 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2445775.500000 Penalty: 4854.885742
	Iteration 2F: 3 clusters Score -2445776 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2446329.250000 Penalty: 4854.885742
	Iteration 3F: 3 clusters Score -2446329 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2446863.750000 Penalty: 4854.885742
	Iteration 4Q: 3 clusters Score -2446864 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2447332.750000 Penalty: 4854.885742
	Iteration 5Q: 3 clusters Score -2447333 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2447788.000000 Penalty: 4854.885742
	Iteration 6Q: 3 clusters Score -2447788 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2448273.000000 Penalty: 4854.885742
	Iteration 7Q: 3 clusters Score -2448273 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2448791.250000 Penalty: 4854.885742
	Iteration 8Q: 3 clusters Score -2448791 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2449330.750000 Penalty: 4854.885742
	Iteration 9Q: 3 clusters Score -2449331 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2449874.750000 Penalty: 4854.885742
	Iteration 10Q: 3 clusters Score -2449875 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2450324.250000 Penalty: 4854.885742
	Iteration 11Q: 3 clusters Score -2450324 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2450655.500000 Penalty: 4854.885742
	Iteration 12Q: 3 clusters Score -2450656 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2450925.500000 Penalty: 4854.885742
	Iteration 13Q: 3 clusters Score -2450926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2451070.750000 Penalty: 4854.885742
	Iteration 14Q: 3 clusters Score -2451071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2451167.000000 Penalty: 4854.885742
	Iteration 15Q: 3 clusters Score -2451167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2451227.500000 Penalty: 4854.885742
	Iteration 16Q: 3 clusters Score -2451228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2451264.500000 Penalty: 4854.885742
	Iteration 17Q: 3 clusters Score -2451264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2451297.750000 Penalty: 4854.885742
	Iteration 18Q: 3 clusters Score -2451298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2451324.250000 Penalty: 4854.885742
	Iteration 19Q: 3 clusters Score -2451324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2451332.250000 Penalty: 4854.885742
	Iteration 20F: 3 clusters Score -2451332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2451339.500000 Penalty: 4854.885742
	Iteration 21Q: 3 clusters Score -2451340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2451342.500000 Penalty: 4854.885742
	Iteration 22Q: 3 clusters Score -2451342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2451354.250000 Penalty: 4854.885742
	Iteration 23Q: 3 clusters Score -2451354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2451354.250000 Penalty: 4854.885742
	Iteration 24Q: 3 clusters Score -2451354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2451363.000000 Penalty: 4854.885742
	Iteration 25Q: 3 clusters Score -2451363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2451366.000000 Penalty: 4854.885742
	Iteration 26Q: 3 clusters Score -2451366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2451374.250000 Penalty: 4854.885742
	Iteration 27Q: 3 clusters Score -2451374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2451381.250000 Penalty: 4854.885742
	Iteration 28Q: 3 clusters Score -2451381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2451381.250000 Penalty: 4854.885742
	Iteration 29Q: 3 clusters Score -2451381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2451386.500000 Penalty: 4854.885742
	Iteration 30Q: 3 clusters Score -2451386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2451390.000000 Penalty: 4854.885742
	Iteration 31Q: 3 clusters Score -2451390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2451394.000000 Penalty: 4854.885742
	Iteration 32Q: 3 clusters Score -2451394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2451397.000000 Penalty: 4854.885742
	Iteration 33Q: 3 clusters Score -2451397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2451403.000000 Penalty: 4854.885742
	Iteration 34Q: 3 clusters Score -2451403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2451406.500000 Penalty: 4854.885742
	Iteration 35Q: 3 clusters Score -2451406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2451413.500000 Penalty: 4854.885742
	Iteration 36Q: 3 clusters Score -2451414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2451416.250000 Penalty: 4854.885742
	Iteration 37Q: 3 clusters Score -2451416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2451417.000000 Penalty: 4854.885742
	Iteration 38Q: 3 clusters Score -2451417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2451417.000000 Penalty: 4854.885742
	Iteration 39F: 3 clusters Score -2451417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -406048.562500 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -406048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -402738.281250 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -402738.3 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -403444.468750 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -403444.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403665.156250 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -403665.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -403788.500000 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -403788.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -403900.968750 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -403901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -404000.562500 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -404000.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -404084.968750 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -404085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -404152.781250 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -404152.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -404195.406250 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -404195.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -404237.843750 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -404237.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -404270.375000 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -404270.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -404290.343750 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -404290.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -404308.468750 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -404308.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -404328.343750 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -404328.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -404351.250000 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -404351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -404369.000000 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -404369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -404386.093750 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -404386.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -404401.343750 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -404401.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -404412.593750 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -404412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -404421.437500 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -404421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -404428.968750 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -404429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -404436.875000 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -404436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -404440.031250 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -404440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -404442.906250 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -404442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -404444.906250 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -404444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -404445.906250 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -404445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -404446.218750 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -404446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -404446.218750 Penalty: 3985.337646
	Iteration 27F: 3 clusters Score -404446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -352799.375000 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -352799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -349818.125000 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -349818.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -350355.250000 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -350355.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -350488.562500 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -350488.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -350567.937500 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -350567.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -350607.593750 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -350607.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -350645.343750 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -350645.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -350668.687500 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -350668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350689.406250 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -350689.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -350706.218750 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -350706.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350717.625000 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -350717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -350725.843750 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -350725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -350737.750000 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -350737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -350747.281250 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -350747.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -350757.718750 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -350757.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -350772.687500 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -350772.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -350786.656250 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -350786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -350795.812500 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -350795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -350804.843750 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -350804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -350811.812500 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -350811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -350822.750000 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -350822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350829.656250 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -350829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -350835.656250 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -350835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -350838.500000 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -350838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -350841.437500 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -350841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -350843.000000 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -350843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -350845.781250 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -350845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -350846.750000 Penalty: 3900.180420
	Iteration 26Q: 3 clusters Score -350846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -350847.031250 Penalty: 3900.180420
	Iteration 27Q: 3 clusters Score -350847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350847.375000 Penalty: 3900.180420
	Iteration 28Q: 3 clusters Score -350847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350847.375000 Penalty: 3900.180420
	Iteration 29F: 3 clusters Score -350847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150317.750000 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150317.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150630.531250 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150630.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150710.171875 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150710.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150741.750000 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150766.031250 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150780.890625 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150788.734375 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150793.640625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150796.765625 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150798.765625 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150800.703125 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150802.250000 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150803.968750 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -150804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150805.453125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -150805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150806.046875 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -150806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150807.093750 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -150807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150808.109375 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -150808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150808.109375 Penalty: 3480.683105
	Iteration 17F: 3 clusters Score -150808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -915883.125000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915883.1 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -917623.812500 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917623.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -917931.187500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917931.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -918184.500000 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918184.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -918447.375000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918447.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -918745.187500 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -918745.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -919057.500000 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -919057.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -919351.562500 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -919351.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -919625.875000 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919625.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -919832.812500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919832.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -919953.375000 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919953.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -920031.875000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -920031.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -920076.562500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -920076.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -920107.187500 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -920107.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -920128.812500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -920128.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -920143.125000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -920143.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -920153.812500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -920153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -920156.937500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -920156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -920160.375000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -920160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -920162.625000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -920165.312500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -920171.500000 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920171.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -920176.000000 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -920180.937500 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920180.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -920182.937500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -920187.000000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -920188.437500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -920189.000000 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -920191.750000 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -920195.375000 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -920196.937500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -920198.812500 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -920198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -920197.687500 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -920197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -920197.187500 Penalty: 4385.788574
	Iteration 33Q: 3 clusters Score -920197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -920197.187500 Penalty: 4385.788574
	Iteration 34F: 3 clusters Score -920197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Entering Unmasked Estep 
Score: -19145644.000000 Penalty: 2939.472900
	Iteration 0F: 2 clusters Score -1.914564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -19054358.000000 Penalty: 5878.945801
	Iteration 0F: 3 clusters Score -1.905436e+07 nChanged 67016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -19093112.000000 Penalty: 5878.945801
	Iteration 1F: 3 clusters Score -1.909311e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -19094158.000000 Penalty: 5878.945801
	Iteration 2Q: 3 clusters Score -1.909416e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -19095482.000000 Penalty: 5878.945801
	Iteration 3Q: 3 clusters Score -1.909548e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -19097372.000000 Penalty: 5878.945801
	Iteration 4Q: 3 clusters Score -1.909737e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -19100644.000000 Penalty: 5878.945801
	Iteration 5F: 3 clusters Score -1.910064e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -19106072.000000 Penalty: 5878.945801
	Iteration 6F: 3 clusters Score -1.910607e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -19113340.000000 Penalty: 5878.945801
	Iteration 7F: 3 clusters Score -1.911334e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 113312 members 
Entering Unmasked Estep 
Score: -19122042.000000 Penalty: 5878.945801
	Iteration 8F: 3 clusters Score -1.912204e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -19130168.000000 Penalty: 5878.945801
	Iteration 9F: 3 clusters Score -1.913017e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -19135902.000000 Penalty: 5878.945801
	Iteration 10Q: 3 clusters Score -1.91359e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -19139268.000000 Penalty: 5878.945801
	Iteration 11Q: 3 clusters Score -1.913927e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -19140756.000000 Penalty: 5878.945801
	Iteration 12Q: 3 clusters Score -1.914076e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -19141656.000000 Penalty: 5878.945801
	Iteration 13Q: 3 clusters Score -1.914166e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -19142088.000000 Penalty: 5878.945801
	Iteration 14Q: 3 clusters Score -1.914209e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -19142376.000000 Penalty: 5878.945801
	Iteration 15Q: 3 clusters Score -1.914238e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -19142504.000000 Penalty: 5878.945801
	Iteration 16Q: 3 clusters Score -1.91425e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -19142578.000000 Penalty: 5878.945801
	Iteration 17Q: 3 clusters Score -1.914258e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 138096 members 
Entering Unmasked Estep 
Score: -19142728.000000 Penalty: 5878.945801
	Iteration 18Q: 3 clusters Score -1.914273e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -19142830.000000 Penalty: 5878.945801
	Iteration 19Q: 3 clusters Score -1.914283e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -19142858.000000 Penalty: 5878.945801
	Iteration 20F: 3 clusters Score -1.914286e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -19142934.000000 Penalty: 5878.945801
	Iteration 21Q: 3 clusters Score -1.914293e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 138856 members 
Entering Unmasked Estep 
Score: -19142970.000000 Penalty: 5878.945801
	Iteration 22Q: 3 clusters Score -1.914297e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -19143028.000000 Penalty: 5878.945801
	Iteration 23Q: 3 clusters Score -1.914303e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -19143058.000000 Penalty: 5878.945801
	Iteration 24Q: 3 clusters Score -1.914306e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -19143108.000000 Penalty: 5878.945801
	Iteration 25Q: 3 clusters Score -1.914311e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -19143128.000000 Penalty: 5878.945801
	Iteration 26Q: 3 clusters Score -1.914313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 139240 members 
Entering Unmasked Estep 
Score: -19143134.000000 Penalty: 5878.945801
	Iteration 27Q: 3 clusters Score -1.914313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -19143148.000000 Penalty: 5878.945801
	Iteration 28Q: 3 clusters Score -1.914315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -19143160.000000 Penalty: 5878.945801
	Iteration 29Q: 3 clusters Score -1.914316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 139348 members 
Entering Unmasked Estep 
Score: -19143156.000000 Penalty: 5878.945801
	Iteration 30Q: 3 clusters Score -1.914316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 139369 members 
Entering Unmasked Estep 
Score: -19143152.000000 Penalty: 5878.945801
	Iteration 31Q: 3 clusters Score -1.914315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -19143130.000000 Penalty: 5878.945801
	Iteration 32Q: 3 clusters Score -1.914313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -19143122.000000 Penalty: 5878.945801
	Iteration 33Q: 3 clusters Score -1.914312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -19143134.000000 Penalty: 5878.945801
	Iteration 34Q: 3 clusters Score -1.914313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -19143126.000000 Penalty: 5878.945801
	Iteration 35Q: 3 clusters Score -1.914313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -19143138.000000 Penalty: 5878.945801
	Iteration 36Q: 3 clusters Score -1.914314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -19143146.000000 Penalty: 5878.945801
	Iteration 37Q: 3 clusters Score -1.914315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -19143164.000000 Penalty: 5878.945801
	Iteration 38Q: 3 clusters Score -1.914316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 139519 members 
Entering Unmasked Estep 
Score: -19143162.000000 Penalty: 5878.945801
	Iteration 39Q: 3 clusters Score -1.914316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -19143152.000000 Penalty: 5878.945801
	Iteration 40F: 3 clusters Score -1.914315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -19143172.000000 Penalty: 5878.945801
	Iteration 41Q: 3 clusters Score -1.914317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -19143172.000000 Penalty: 5878.945801
	Iteration 42Q: 3 clusters Score -1.914317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -19143152.000000 Penalty: 5878.945801
	Iteration 43Q: 3 clusters Score -1.914315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 139554 members 
Entering Unmasked Estep 
Score: -19143158.000000 Penalty: 5878.945801
	Iteration 44Q: 3 clusters Score -1.914316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -19143164.000000 Penalty: 5878.945801
	Iteration 45Q: 3 clusters Score -1.914316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
Score: -19143180.000000 Penalty: 5878.945801
	Iteration 46Q: 3 clusters Score -1.914318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -19143176.000000 Penalty: 5878.945801
	Iteration 47Q: 3 clusters Score -1.914318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -19143162.000000 Penalty: 5878.945801
	Iteration 48Q: 3 clusters Score -1.914316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -19143170.000000 Penalty: 5878.945801
	Iteration 49Q: 3 clusters Score -1.914317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 139590 members 
Entering Unmasked Estep 
Score: -19143162.000000 Penalty: 5878.945801
	Iteration 50Q: 3 clusters Score -1.914316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -19143164.000000 Penalty: 5878.945801
	Iteration 51Q: 3 clusters Score -1.914316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -19143164.000000 Penalty: 5878.945801
	Iteration 52Q: 3 clusters Score -1.914316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -19143174.000000 Penalty: 5878.945801
	Iteration 53Q: 3 clusters Score -1.914317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 139611 members 
Entering Unmasked Estep 
Score: -19143192.000000 Penalty: 5878.945801
	Iteration 54Q: 3 clusters Score -1.914319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -19143186.000000 Penalty: 5878.945801
	Iteration 55Q: 3 clusters Score -1.914319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -19143198.000000 Penalty: 5878.945801
	Iteration 56Q: 3 clusters Score -1.91432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -19143196.000000 Penalty: 5878.945801
	Iteration 57Q: 3 clusters Score -1.91432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -19143196.000000 Penalty: 5878.945801
	Iteration 58Q: 3 clusters Score -1.91432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -19143192.000000 Penalty: 5878.945801
	Iteration 59Q: 3 clusters Score -1.914319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -19143188.000000 Penalty: 5878.945801
	Iteration 60F: 3 clusters Score -1.914319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Entering Unmasked Estep 
Score: -3435201.500000 Penalty: 2510.071777
	Iteration 0F: 2 clusters Score -3435202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3417875.250000 Penalty: 5020.143555
	Iteration 0F: 3 clusters Score -3417875 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3423957.750000 Penalty: 5020.143555
	Iteration 1F: 3 clusters Score -3423958 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3424420.250000 Penalty: 5020.143555
	Iteration 2F: 3 clusters Score -3424420 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3424885.750000 Penalty: 5020.143555
	Iteration 3Q: 3 clusters Score -3424886 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3425357.250000 Penalty: 5020.143555
	Iteration 4Q: 3 clusters Score -3425357 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3425983.250000 Penalty: 5020.143555
	Iteration 5Q: 3 clusters Score -3425983 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3426813.000000 Penalty: 5020.143555
	Iteration 6F: 3 clusters Score -3426813 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3428019.750000 Penalty: 5020.143555
	Iteration 7F: 3 clusters Score -3428020 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3429374.000000 Penalty: 5020.143555
	Iteration 8F: 3 clusters Score -3429374 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3430801.000000 Penalty: 5020.143555
	Iteration 9F: 3 clusters Score -3430801 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3431816.500000 Penalty: 5020.143555
	Iteration 10Q: 3 clusters Score -3431816 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3432408.750000 Penalty: 5020.143555
	Iteration 11Q: 3 clusters Score -3432409 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3432670.000000 Penalty: 5020.143555
	Iteration 12Q: 3 clusters Score -3432670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3432819.500000 Penalty: 5020.143555
	Iteration 13Q: 3 clusters Score -3432820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3432885.500000 Penalty: 5020.143555
	Iteration 14Q: 3 clusters Score -3432886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3432921.500000 Penalty: 5020.143555
	Iteration 15Q: 3 clusters Score -3432922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3432937.500000 Penalty: 5020.143555
	Iteration 16Q: 3 clusters Score -3432938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3432955.000000 Penalty: 5020.143555
	Iteration 17Q: 3 clusters Score -3432955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3432970.250000 Penalty: 5020.143555
	Iteration 18Q: 3 clusters Score -3432970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3432981.500000 Penalty: 5020.143555
	Iteration 19Q: 3 clusters Score -3432982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3432986.250000 Penalty: 5020.143555
	Iteration 20F: 3 clusters Score -3432986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3432999.250000 Penalty: 5020.143555
	Iteration 21Q: 3 clusters Score -3432999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3433000.250000 Penalty: 5020.143555
	Iteration 22Q: 3 clusters Score -3433000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3433010.000000 Penalty: 5020.143555
	Iteration 23Q: 3 clusters Score -3433010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3433013.000000 Penalty: 5020.143555
	Iteration 24Q: 3 clusters Score -3433013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3433015.750000 Penalty: 5020.143555
	Iteration 25Q: 3 clusters Score -3433016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3433014.750000 Penalty: 5020.143555
	Iteration 26Q: 3 clusters Score -3433015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3433014.750000 Penalty: 5020.143555
	Iteration 27F: 3 clusters Score -3433015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Entering Unmasked Estep 
Score: -9913106.000000 Penalty: 2780.993408
	Iteration 0F: 2 clusters Score -9913106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9863193.000000 Penalty: 5561.986816
	Iteration 0F: 3 clusters Score -9863193 nChanged 34793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9883114.000000 Penalty: 5561.986816
	Iteration 1F: 3 clusters Score -9883114 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -9883897.000000 Penalty: 5561.986816
	Iteration 2Q: 3 clusters Score -9883897 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -9884999.000000 Penalty: 5561.986816
	Iteration 3Q: 3 clusters Score -9884999 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -9886336.000000 Penalty: 5561.986816
	Iteration 4Q: 3 clusters Score -9886336 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -9887951.000000 Penalty: 5561.986816
	Iteration 5Q: 3 clusters Score -9887951 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -9889769.000000 Penalty: 5561.986816
	Iteration 6F: 3 clusters Score -9889769 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -9892012.000000 Penalty: 5561.986816
	Iteration 7F: 3 clusters Score -9892012 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -9894599.000000 Penalty: 5561.986816
	Iteration 8F: 3 clusters Score -9894599 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9897687.000000 Penalty: 5561.986816
	Iteration 9F: 3 clusters Score -9897687 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9900692.000000 Penalty: 5561.986816
	Iteration 10F: 3 clusters Score -9900692 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -9902927.000000 Penalty: 5561.986816
	Iteration 11Q: 3 clusters Score -9902927 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -9904578.000000 Penalty: 5561.986816
	Iteration 12Q: 3 clusters Score -9904578 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -9905845.000000 Penalty: 5561.986816
	Iteration 13Q: 3 clusters Score -9905845 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -9906876.000000 Penalty: 5561.986816
	Iteration 14Q: 3 clusters Score -9906876 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -9907671.000000 Penalty: 5561.986816
	Iteration 15Q: 3 clusters Score -9907671 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -9908326.000000 Penalty: 5561.986816
	Iteration 16Q: 3 clusters Score -9908326 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -9908799.000000 Penalty: 5561.986816
	Iteration 17Q: 3 clusters Score -9908799 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -9909202.000000 Penalty: 5561.986816
	Iteration 18Q: 3 clusters Score -9909202 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -9909479.000000 Penalty: 5561.986816
	Iteration 19Q: 3 clusters Score -9909479 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9909756.000000 Penalty: 5561.986816
	Iteration 20F: 3 clusters Score -9909756 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -9909933.000000 Penalty: 5561.986816
	Iteration 21Q: 3 clusters Score -9909933 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -9910079.000000 Penalty: 5561.986816
	Iteration 22Q: 3 clusters Score -9910079 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -9910178.000000 Penalty: 5561.986816
	Iteration 23Q: 3 clusters Score -9910178 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -9910287.000000 Penalty: 5561.986816
	Iteration 24Q: 3 clusters Score -9910287 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -9910415.000000 Penalty: 5561.986816
	Iteration 25Q: 3 clusters Score -9910415 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -9910515.000000 Penalty: 5561.986816
	Iteration 26Q: 3 clusters Score -9910515 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -9910586.000000 Penalty: 5561.986816
	Iteration 27Q: 3 clusters Score -9910586 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9910657.000000 Penalty: 5561.986816
	Iteration 28Q: 3 clusters Score -9910657 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9910728.000000 Penalty: 5561.986816
	Iteration 29Q: 3 clusters Score -9910728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -9910782.000000 Penalty: 5561.986816
	Iteration 30Q: 3 clusters Score -9910782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -9910811.000000 Penalty: 5561.986816
	Iteration 31Q: 3 clusters Score -9910811 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -9910855.000000 Penalty: 5561.986816
	Iteration 32Q: 3 clusters Score -9910855 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -9910888.000000 Penalty: 5561.986816
	Iteration 33Q: 3 clusters Score -9910888 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -9910933.000000 Penalty: 5561.986816
	Iteration 34Q: 3 clusters Score -9910933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -9910956.000000 Penalty: 5561.986816
	Iteration 35Q: 3 clusters Score -9910956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -9910974.000000 Penalty: 5561.986816
	Iteration 36Q: 3 clusters Score -9910974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -9911025.000000 Penalty: 5561.986816
	Iteration 37Q: 3 clusters Score -9911025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -9911019.000000 Penalty: 5561.986816
	Iteration 38Q: 3 clusters Score -9911019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -9911035.000000 Penalty: 5561.986816
	Iteration 39Q: 3 clusters Score -9911035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -9911050.000000 Penalty: 5561.986816
	Iteration 40F: 3 clusters Score -9911050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -9911064.000000 Penalty: 5561.986816
	Iteration 41Q: 3 clusters Score -9911064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -9911054.000000 Penalty: 5561.986816
	Iteration 42Q: 3 clusters Score -9911054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -9911077.000000 Penalty: 5561.986816
	Iteration 43Q: 3 clusters Score -9911077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -9911095.000000 Penalty: 5561.986816
	Iteration 44Q: 3 clusters Score -9911095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -9911120.000000 Penalty: 5561.986816
	Iteration 45Q: 3 clusters Score -9911120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -9911111.000000 Penalty: 5561.986816
	Iteration 46Q: 3 clusters Score -9911111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -9911111.000000 Penalty: 5561.986816
	Iteration 47Q: 3 clusters Score -9911111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -9911136.000000 Penalty: 5561.986816
	Iteration 48Q: 3 clusters Score -9911136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -9911135.000000 Penalty: 5561.986816
	Iteration 49Q: 3 clusters Score -9911135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -9911156.000000 Penalty: 5561.986816
	Iteration 50Q: 3 clusters Score -9911156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -9911169.000000 Penalty: 5561.986816
	Iteration 51Q: 3 clusters Score -9911169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9911169.000000 Penalty: 5561.986816
	Iteration 52Q: 3 clusters Score -9911169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -9911172.000000 Penalty: 5561.986816
	Iteration 53Q: 3 clusters Score -9911172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -9911177.000000 Penalty: 5561.986816
	Iteration 54Q: 3 clusters Score -9911177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -9911180.000000 Penalty: 5561.986816
	Iteration 55Q: 3 clusters Score -9911180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -9911167.000000 Penalty: 5561.986816
	Iteration 56Q: 3 clusters Score -9911167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -9911167.000000 Penalty: 5561.986816
	Iteration 57Q: 3 clusters Score -9911167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9911162.000000 Penalty: 5561.986816
	Iteration 58Q: 3 clusters Score -9911162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9911175.000000 Penalty: 5561.986816
	Iteration 59Q: 3 clusters Score -9911175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -9911166.000000 Penalty: 5561.986816
	Iteration 60F: 3 clusters Score -9911166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -9911172.000000 Penalty: 5561.986816
	Iteration 61Q: 3 clusters Score -9911172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -9911181.000000 Penalty: 5561.986816
	Iteration 62Q: 3 clusters Score -9911181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -9911187.000000 Penalty: 5561.986816
	Iteration 63Q: 3 clusters Score -9911187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -9911190.000000 Penalty: 5561.986816
	Iteration 64Q: 3 clusters Score -9911190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9911191.000000 Penalty: 5561.986816
	Iteration 65Q: 3 clusters Score -9911191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 66Q: 3 clusters Score -9911189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -9911194.000000 Penalty: 5561.986816
	Iteration 67Q: 3 clusters Score -9911194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -9911195.000000 Penalty: 5561.986816
	Iteration 68Q: 3 clusters Score -9911195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -9911196.000000 Penalty: 5561.986816
	Iteration 69Q: 3 clusters Score -9911196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -9911192.000000 Penalty: 5561.986816
	Iteration 70Q: 3 clusters Score -9911192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -9911199.000000 Penalty: 5561.986816
	Iteration 71Q: 3 clusters Score -9911199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -9911200.000000 Penalty: 5561.986816
	Iteration 72Q: 3 clusters Score -9911200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -9911198.000000 Penalty: 5561.986816
	Iteration 73Q: 3 clusters Score -9911198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -9911202.000000 Penalty: 5561.986816
	Iteration 74Q: 3 clusters Score -9911202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -9911202.000000 Penalty: 5561.986816
	Iteration 75F: 3 clusters Score -9911202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -114245.062500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -114245.1 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 439 members 
Entering Unmasked Estep 
Score: -112412.640625 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -112412.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112841.914062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -112841.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113042.273438 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -113042.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113165.445312 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -113165.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113263.343750 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -113263.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113325.039062 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -113325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113371.937500 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -113371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113404.937500 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -113404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113448.984375 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -113449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113485.468750 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -113485.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113527.031250 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -113527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113586.140625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -113586.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113684.859375 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -113684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113795.031250 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -113795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113861.640625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -113861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113916.117188 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -113916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113941.937500 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -113941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113948.664062 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -113948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113958.140625 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -113958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113963.226562 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -113963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113994.875000 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -113994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114156.804688 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -114156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114193.773438 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -114193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114215.273438 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -114215.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114243.992188 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -114244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114286.343750 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -114286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114353.851562 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -114353.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114405.726562 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -114405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114417.218750 Penalty: 3376.735596
	Iteration 28Q: 3 clusters Score -114417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114421.898438 Penalty: 3376.735596
	Iteration 29Q: 3 clusters Score -114421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114425.156250 Penalty: 3376.735596
	Iteration 30Q: 3 clusters Score -114425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114427.273438 Penalty: 3376.735596
	Iteration 31Q: 3 clusters Score -114427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114427.273438 Penalty: 3376.735596
	Iteration 32F: 3 clusters Score -114427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140465 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 480 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 17897 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252588 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117052 members 
Mstep: Class 30 contains 425 members 
Entering Unmasked Estep 
Score: -134144256.000000 Penalty: 102864.000000
Splitting cluster 10 changes total score from -134145872.000000 to -134144256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -808251.687500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -808251.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -802927.875000 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -802927.9 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -804301.625000 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -804301.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -804544.312500 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -804544.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -804704.562500 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -804704.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -804811.000000 Penalty: 4338.371582
	Iteration 4Q: 3 clusters Score -804811 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -804924.437500 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -804924.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -805043.812500 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -805043.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -805150.312500 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -805150.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -805262.875000 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -805262.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -805367.937500 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -805367.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -805439.625000 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -805439.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -805509.937500 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -805509.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -805588.812500 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -805588.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -805644.625000 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -805644.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -805696.375000 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -805696.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -805745.062500 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -805745.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -805788.687500 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -805788.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -805833.187500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -805833.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -805869.187500 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -805869.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -805896.062500 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -805896.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -805927.250000 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -805927.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -805950.125000 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -805950.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -805970.875000 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -805970.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -805989.625000 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -805989.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -806008.250000 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -806008.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -806024.125000 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -806024.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -806036.250000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -806036.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -806052.250000 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -806052.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -806066.875000 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -806066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -806084.250000 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -806084.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -806096.625000 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -806096.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -806108.312500 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -806108.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -806123.437500 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -806123.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -806140.062500 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -806140.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -806161.687500 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -806161.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -806182.125000 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -806182.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -806199.062500 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -806199.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -806218.062500 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -806218.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -806233.375000 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -806233.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -806252.250000 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -806252.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -806266.875000 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -806266.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -806282.812500 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -806282.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -806299.375000 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -806299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -806308.062500 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -806308.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -806318.812500 Penalty: 4338.371582
	Iteration 44Q: 3 clusters Score -806318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -806325.875000 Penalty: 4338.371582
	Iteration 45Q: 3 clusters Score -806325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -806333.687500 Penalty: 4338.371582
	Iteration 46Q: 3 clusters Score -806333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -806339.937500 Penalty: 4338.371582
	Iteration 47Q: 3 clusters Score -806339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -806343.375000 Penalty: 4338.371582
	Iteration 48Q: 3 clusters Score -806343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -806351.875000 Penalty: 4338.371582
	Iteration 49Q: 3 clusters Score -806351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -806356.250000 Penalty: 4338.371582
	Iteration 50Q: 3 clusters Score -806356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -806357.437500 Penalty: 4338.371582
	Iteration 51Q: 3 clusters Score -806357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -806360.500000 Penalty: 4338.371582
	Iteration 52Q: 3 clusters Score -806360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -806362.937500 Penalty: 4338.371582
	Iteration 53Q: 3 clusters Score -806362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -806363.625000 Penalty: 4338.371582
	Iteration 54Q: 3 clusters Score -806363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -806364.312500 Penalty: 4338.371582
	Iteration 55Q: 3 clusters Score -806364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -806364.312500 Penalty: 4338.371582
	Iteration 56F: 3 clusters Score -806364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Entering Unmasked Estep 
Score: -14347065.000000 Penalty: 2869.745117
	Iteration 0F: 2 clusters Score -1.434706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -14276120.000000 Penalty: 5739.490234
	Iteration 0F: 3 clusters Score -1.427612e+07 nChanged 50271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -14305049.000000 Penalty: 5739.490234
	Iteration 1F: 3 clusters Score -1.430505e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -14306137.000000 Penalty: 5739.490234
	Iteration 2Q: 3 clusters Score -1.430614e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -14307572.000000 Penalty: 5739.490234
	Iteration 3Q: 3 clusters Score -1.430757e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -14309931.000000 Penalty: 5739.490234
	Iteration 4Q: 3 clusters Score -1.430993e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -14313939.000000 Penalty: 5739.490234
	Iteration 5F: 3 clusters Score -1.431394e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -14320412.000000 Penalty: 5739.490234
	Iteration 6F: 3 clusters Score -1.432041e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -14328548.000000 Penalty: 5739.490234
	Iteration 7F: 3 clusters Score -1.432855e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -14336312.000000 Penalty: 5739.490234
	Iteration 8F: 3 clusters Score -1.433631e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -14341279.000000 Penalty: 5739.490234
	Iteration 9Q: 3 clusters Score -1.434128e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 5739.490234
	Iteration 10Q: 3 clusters Score -1.43434e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14344117.000000 Penalty: 5739.490234
	Iteration 11Q: 3 clusters Score -1.434412e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14344300.000000 Penalty: 5739.490234
	Iteration 12Q: 3 clusters Score -1.43443e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14344396.000000 Penalty: 5739.490234
	Iteration 13Q: 3 clusters Score -1.43444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14344447.000000 Penalty: 5739.490234
	Iteration 14Q: 3 clusters Score -1.434445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14344460.000000 Penalty: 5739.490234
	Iteration 15Q: 3 clusters Score -1.434446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14344484.000000 Penalty: 5739.490234
	Iteration 16Q: 3 clusters Score -1.434448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14344510.000000 Penalty: 5739.490234
	Iteration 17Q: 3 clusters Score -1.434451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14344518.000000 Penalty: 5739.490234
	Iteration 18Q: 3 clusters Score -1.434452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14344521.000000 Penalty: 5739.490234
	Iteration 19Q: 3 clusters Score -1.434452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14344527.000000 Penalty: 5739.490234
	Iteration 20F: 3 clusters Score -1.434453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14344533.000000 Penalty: 5739.490234
	Iteration 21Q: 3 clusters Score -1.434453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14344533.000000 Penalty: 5739.490234
	Iteration 22F: 3 clusters Score -1.434453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -2126024.500000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -2126024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2113961.500000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -2113962 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2118388.750000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -2118389 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2119381.250000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -2119381 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2120322.000000 Penalty: 4826.947754
	Iteration 3F: 3 clusters Score -2120322 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2121053.250000 Penalty: 4826.947754
	Iteration 4F: 3 clusters Score -2121053 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2121588.500000 Penalty: 4826.947754
	Iteration 5F: 3 clusters Score -2121588 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2122075.250000 Penalty: 4826.947754
	Iteration 6Q: 3 clusters Score -2122075 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2122503.000000 Penalty: 4826.947754
	Iteration 7Q: 3 clusters Score -2122503 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2122894.500000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -2122894 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2123231.500000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -2123232 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2123518.250000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -2123518 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2123752.000000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -2123752 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2123917.250000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -2123917 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2124059.500000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -2124060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2124205.250000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -2124205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2124304.750000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -2124305 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2124387.000000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -2124387 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2124460.000000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -2124460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2124527.000000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -2124527 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2124600.750000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -2124601 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2124663.500000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -2124664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2124722.500000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -2124722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2124826.000000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -2124826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2124928.750000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -2124929 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2125024.250000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -2125024 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2125080.000000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -2125080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2125127.500000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -2125128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2125147.500000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -2125148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2125168.500000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -2125168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2125188.500000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -2125188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2125198.000000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -2125198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2125205.500000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -2125206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2125210.250000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -2125210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2125212.750000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -2125213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2125212.750000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -2125213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2125222.500000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -2125222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2125222.750000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -2125223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2125226.000000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -2125226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2125225.750000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -2125226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2125225.250000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -2125225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2125231.000000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -2125231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2125233.000000 Penalty: 4826.947754
	Iteration 41Q: 3 clusters Score -2125233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2125232.250000 Penalty: 4826.947754
	Iteration 42Q: 3 clusters Score -2125232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2125232.250000 Penalty: 4826.947754
	Iteration 43Q: 3 clusters Score -2125232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2125232.000000 Penalty: 4826.947754
	Iteration 44Q: 3 clusters Score -2125232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2125232.500000 Penalty: 4826.947754
	Iteration 45Q: 3 clusters Score -2125232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2125233.250000 Penalty: 4826.947754
	Iteration 46Q: 3 clusters Score -2125233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2125236.500000 Penalty: 4826.947754
	Iteration 47Q: 3 clusters Score -2125236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2125235.000000 Penalty: 4826.947754
	Iteration 48Q: 3 clusters Score -2125235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2125234.750000 Penalty: 4826.947754
	Iteration 49Q: 3 clusters Score -2125235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2125234.250000 Penalty: 4826.947754
	Iteration 50Q: 3 clusters Score -2125234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2125234.500000 Penalty: 4826.947754
	Iteration 51Q: 3 clusters Score -2125234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2125234.500000 Penalty: 4826.947754
	Iteration 52F: 3 clusters Score -2125234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Entering Unmasked Estep 
Score: -7312801.500000 Penalty: 2717.422119
	Iteration 0F: 2 clusters Score -7312802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7274126.500000 Penalty: 5434.844238
	Iteration 0F: 3 clusters Score -7274126 nChanged 26697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -7289364.000000 Penalty: 5434.844238
	Iteration 1F: 3 clusters Score -7289364 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -7290109.000000 Penalty: 5434.844238
	Iteration 2Q: 3 clusters Score -7290109 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7290977.500000 Penalty: 5434.844238
	Iteration 3Q: 3 clusters Score -7290978 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -7292120.000000 Penalty: 5434.844238
	Iteration 4Q: 3 clusters Score -7292120 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7293597.000000 Penalty: 5434.844238
	Iteration 5F: 3 clusters Score -7293597 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -7295326.000000 Penalty: 5434.844238
	Iteration 6F: 3 clusters Score -7295326 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -7297277.000000 Penalty: 5434.844238
	Iteration 7F: 3 clusters Score -7297277 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -7299196.500000 Penalty: 5434.844238
	Iteration 8F: 3 clusters Score -7299196 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -7300872.000000 Penalty: 5434.844238
	Iteration 9F: 3 clusters Score -7300872 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7302447.000000 Penalty: 5434.844238
	Iteration 10Q: 3 clusters Score -7302447 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -7303740.000000 Penalty: 5434.844238
	Iteration 11Q: 3 clusters Score -7303740 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7304695.500000 Penalty: 5434.844238
	Iteration 12Q: 3 clusters Score -7304696 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7305400.500000 Penalty: 5434.844238
	Iteration 13Q: 3 clusters Score -7305400 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7305946.500000 Penalty: 5434.844238
	Iteration 14Q: 3 clusters Score -7305946 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7306470.500000 Penalty: 5434.844238
	Iteration 15Q: 3 clusters Score -7306470 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -7306904.500000 Penalty: 5434.844238
	Iteration 16Q: 3 clusters Score -7306904 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -7307339.000000 Penalty: 5434.844238
	Iteration 17Q: 3 clusters Score -7307339 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -7307828.500000 Penalty: 5434.844238
	Iteration 18Q: 3 clusters Score -7307828 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -7308211.000000 Penalty: 5434.844238
	Iteration 19Q: 3 clusters Score -7308211 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -7308608.000000 Penalty: 5434.844238
	Iteration 20F: 3 clusters Score -7308608 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7308991.000000 Penalty: 5434.844238
	Iteration 21Q: 3 clusters Score -7308991 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -7309342.500000 Penalty: 5434.844238
	Iteration 22Q: 3 clusters Score -7309342 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7309680.000000 Penalty: 5434.844238
	Iteration 23Q: 3 clusters Score -7309680 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -7309944.000000 Penalty: 5434.844238
	Iteration 24Q: 3 clusters Score -7309944 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -7310207.000000 Penalty: 5434.844238
	Iteration 25Q: 3 clusters Score -7310207 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -7310392.500000 Penalty: 5434.844238
	Iteration 26Q: 3 clusters Score -7310392 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -7310571.500000 Penalty: 5434.844238
	Iteration 27Q: 3 clusters Score -7310572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -7310729.000000 Penalty: 5434.844238
	Iteration 28Q: 3 clusters Score -7310729 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7310842.000000 Penalty: 5434.844238
	Iteration 29Q: 3 clusters Score -7310842 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7310918.000000 Penalty: 5434.844238
	Iteration 30Q: 3 clusters Score -7310918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -7310976.000000 Penalty: 5434.844238
	Iteration 31Q: 3 clusters Score -7310976 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -7311042.000000 Penalty: 5434.844238
	Iteration 32Q: 3 clusters Score -7311042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7311097.500000 Penalty: 5434.844238
	Iteration 33Q: 3 clusters Score -7311098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7311172.500000 Penalty: 5434.844238
	Iteration 34Q: 3 clusters Score -7311172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -7311212.500000 Penalty: 5434.844238
	Iteration 35Q: 3 clusters Score -7311212 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7311265.000000 Penalty: 5434.844238
	Iteration 36Q: 3 clusters Score -7311265 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -7311327.500000 Penalty: 5434.844238
	Iteration 37Q: 3 clusters Score -7311328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -7311334.500000 Penalty: 5434.844238
	Iteration 38Q: 3 clusters Score -7311334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7311380.000000 Penalty: 5434.844238
	Iteration 39Q: 3 clusters Score -7311380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7311407.000000 Penalty: 5434.844238
	Iteration 40F: 3 clusters Score -7311407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -7311431.000000 Penalty: 5434.844238
	Iteration 41Q: 3 clusters Score -7311431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7311437.000000 Penalty: 5434.844238
	Iteration 42Q: 3 clusters Score -7311437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7311448.500000 Penalty: 5434.844238
	Iteration 43Q: 3 clusters Score -7311448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -7311439.000000 Penalty: 5434.844238
	Iteration 44Q: 3 clusters Score -7311439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -7311440.000000 Penalty: 5434.844238
	Iteration 45Q: 3 clusters Score -7311440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -7311449.500000 Penalty: 5434.844238
	Iteration 46Q: 3 clusters Score -7311450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -7311452.500000 Penalty: 5434.844238
	Iteration 47Q: 3 clusters Score -7311452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -7311463.500000 Penalty: 5434.844238
	Iteration 48Q: 3 clusters Score -7311464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -7311462.000000 Penalty: 5434.844238
	Iteration 49Q: 3 clusters Score -7311462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -7311473.000000 Penalty: 5434.844238
	Iteration 50Q: 3 clusters Score -7311473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -7311468.000000 Penalty: 5434.844238
	Iteration 51Q: 3 clusters Score -7311468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7311478.500000 Penalty: 5434.844238
	Iteration 52Q: 3 clusters Score -7311478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -7311487.500000 Penalty: 5434.844238
	Iteration 53Q: 3 clusters Score -7311488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -7311494.000000 Penalty: 5434.844238
	Iteration 54Q: 3 clusters Score -7311494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7311493.000000 Penalty: 5434.844238
	Iteration 55Q: 3 clusters Score -7311493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -7311499.000000 Penalty: 5434.844238
	Iteration 56Q: 3 clusters Score -7311499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7311502.000000 Penalty: 5434.844238
	Iteration 57Q: 3 clusters Score -7311502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -7311498.000000 Penalty: 5434.844238
	Iteration 58Q: 3 clusters Score -7311498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -7311507.000000 Penalty: 5434.844238
	Iteration 59Q: 3 clusters Score -7311507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7311505.500000 Penalty: 5434.844238
	Iteration 60F: 3 clusters Score -7311506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -7311496.500000 Penalty: 5434.844238
	Iteration 61Q: 3 clusters Score -7311496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -7311499.000000 Penalty: 5434.844238
	Iteration 62Q: 3 clusters Score -7311499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7311504.500000 Penalty: 5434.844238
	Iteration 63Q: 3 clusters Score -7311504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -7311514.500000 Penalty: 5434.844238
	Iteration 64Q: 3 clusters Score -7311514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -7311513.500000 Penalty: 5434.844238
	Iteration 65Q: 3 clusters Score -7311514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -7311512.000000 Penalty: 5434.844238
	Iteration 66Q: 3 clusters Score -7311512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -7311520.000000 Penalty: 5434.844238
	Iteration 67Q: 3 clusters Score -7311520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -7311517.500000 Penalty: 5434.844238
	Iteration 68Q: 3 clusters Score -7311518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -7311511.500000 Penalty: 5434.844238
	Iteration 69Q: 3 clusters Score -7311512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7311513.000000 Penalty: 5434.844238
	Iteration 70Q: 3 clusters Score -7311513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -7311511.000000 Penalty: 5434.844238
	Iteration 71Q: 3 clusters Score -7311511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7311523.000000 Penalty: 5434.844238
	Iteration 72Q: 3 clusters Score -7311523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -7311519.000000 Penalty: 5434.844238
	Iteration 73Q: 3 clusters Score -7311519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -7311519.000000 Penalty: 5434.844238
	Iteration 74Q: 3 clusters Score -7311519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7311520.500000 Penalty: 5434.844238
	Iteration 75Q: 3 clusters Score -7311520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -7311522.500000 Penalty: 5434.844238
	Iteration 76Q: 3 clusters Score -7311522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -7311523.500000 Penalty: 5434.844238
	Iteration 77Q: 3 clusters Score -7311524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -7311523.500000 Penalty: 5434.844238
	Iteration 78F: 3 clusters Score -7311524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Entering Unmasked Estep 
Score: -2472850.250000 Penalty: 2428.512207
	Iteration 0F: 2 clusters Score -2472850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2460032.500000 Penalty: 4857.024414
	Iteration 0F: 3 clusters Score -2460032 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2464411.500000 Penalty: 4857.024414
	Iteration 1F: 3 clusters Score -2464412 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2464835.750000 Penalty: 4857.024414
	Iteration 2F: 3 clusters Score -2464836 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2465244.250000 Penalty: 4857.024414
	Iteration 3F: 3 clusters Score -2465244 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2465718.750000 Penalty: 4857.024414
	Iteration 4F: 3 clusters Score -2465719 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2466321.750000 Penalty: 4857.024414
	Iteration 5F: 3 clusters Score -2466322 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2467078.500000 Penalty: 4857.024414
	Iteration 6F: 3 clusters Score -2467078 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2467948.500000 Penalty: 4857.024414
	Iteration 7F: 3 clusters Score -2467948 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2468844.500000 Penalty: 4857.024414
	Iteration 8F: 3 clusters Score -2468844 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2469595.750000 Penalty: 4857.024414
	Iteration 9F: 3 clusters Score -2469596 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2470172.500000 Penalty: 4857.024414
	Iteration 10Q: 3 clusters Score -2470172 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2470541.250000 Penalty: 4857.024414
	Iteration 11Q: 3 clusters Score -2470541 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2470721.000000 Penalty: 4857.024414
	Iteration 12Q: 3 clusters Score -2470721 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2470849.250000 Penalty: 4857.024414
	Iteration 13Q: 3 clusters Score -2470849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2470931.000000 Penalty: 4857.024414
	Iteration 14Q: 3 clusters Score -2470931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2470980.500000 Penalty: 4857.024414
	Iteration 15Q: 3 clusters Score -2470980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2471015.250000 Penalty: 4857.024414
	Iteration 16Q: 3 clusters Score -2471015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2471045.250000 Penalty: 4857.024414
	Iteration 17Q: 3 clusters Score -2471045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2471076.750000 Penalty: 4857.024414
	Iteration 18Q: 3 clusters Score -2471077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2471086.750000 Penalty: 4857.024414
	Iteration 19Q: 3 clusters Score -2471087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2471106.000000 Penalty: 4857.024414
	Iteration 20F: 3 clusters Score -2471106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2471120.000000 Penalty: 4857.024414
	Iteration 21Q: 3 clusters Score -2471120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2471143.000000 Penalty: 4857.024414
	Iteration 22Q: 3 clusters Score -2471143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2471146.500000 Penalty: 4857.024414
	Iteration 23Q: 3 clusters Score -2471146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2471162.750000 Penalty: 4857.024414
	Iteration 24Q: 3 clusters Score -2471163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2471169.500000 Penalty: 4857.024414
	Iteration 25Q: 3 clusters Score -2471170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2471171.000000 Penalty: 4857.024414
	Iteration 26Q: 3 clusters Score -2471171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2471175.500000 Penalty: 4857.024414
	Iteration 27Q: 3 clusters Score -2471176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2471177.250000 Penalty: 4857.024414
	Iteration 28Q: 3 clusters Score -2471177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2471178.000000 Penalty: 4857.024414
	Iteration 29Q: 3 clusters Score -2471178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2471183.750000 Penalty: 4857.024414
	Iteration 30Q: 3 clusters Score -2471184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2471193.750000 Penalty: 4857.024414
	Iteration 31Q: 3 clusters Score -2471194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2471194.250000 Penalty: 4857.024414
	Iteration 32Q: 3 clusters Score -2471194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2471197.750000 Penalty: 4857.024414
	Iteration 33Q: 3 clusters Score -2471198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2471196.250000 Penalty: 4857.024414
	Iteration 34Q: 3 clusters Score -2471196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2471195.500000 Penalty: 4857.024414
	Iteration 35Q: 3 clusters Score -2471196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2471199.000000 Penalty: 4857.024414
	Iteration 36Q: 3 clusters Score -2471199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2471199.250000 Penalty: 4857.024414
	Iteration 37Q: 3 clusters Score -2471199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2471199.250000 Penalty: 4857.024414
	Iteration 38F: 3 clusters Score -2471199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1911750.875000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -1911751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1901527.000000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -1901527 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1904791.125000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -1904791 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1905136.500000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -1905136 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1905421.875000 Penalty: 4734.793457
	Iteration 3Q: 3 clusters Score -1905422 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1905663.500000 Penalty: 4734.793457
	Iteration 4Q: 3 clusters Score -1905664 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1905862.000000 Penalty: 4734.793457
	Iteration 5Q: 3 clusters Score -1905862 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1906041.000000 Penalty: 4734.793457
	Iteration 6Q: 3 clusters Score -1906041 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1906221.875000 Penalty: 4734.793457
	Iteration 7Q: 3 clusters Score -1906222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1906432.750000 Penalty: 4734.793457
	Iteration 8Q: 3 clusters Score -1906433 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1906648.250000 Penalty: 4734.793457
	Iteration 9Q: 3 clusters Score -1906648 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1906884.125000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -1906884 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1907203.750000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -1907204 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1907624.750000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -1907625 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1908065.750000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -1908066 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1908495.625000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -1908496 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1908905.250000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -1908905 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1909240.000000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -1909240 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1909525.375000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -1909525 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1909698.000000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -1909698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1909815.000000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -1909815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1909877.250000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -1909877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1909910.625000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -1909911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1909937.625000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -1909938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1909956.250000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -1909956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1909973.000000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -1909973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1909986.750000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -1909987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1910000.250000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -1910000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1910011.625000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -1910012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1910015.250000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -1910015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1910025.625000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -1910026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1910029.250000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -1910029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1910031.375000 Penalty: 4734.793457
	Iteration 31Q: 3 clusters Score -1910031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1910032.875000 Penalty: 4734.793457
	Iteration 32Q: 3 clusters Score -1910033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1910036.625000 Penalty: 4734.793457
	Iteration 33Q: 3 clusters Score -1910037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1910038.625000 Penalty: 4734.793457
	Iteration 34Q: 3 clusters Score -1910039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1910035.500000 Penalty: 4734.793457
	Iteration 35Q: 3 clusters Score -1910036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1910037.000000 Penalty: 4734.793457
	Iteration 36Q: 3 clusters Score -1910037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1910037.000000 Penalty: 4734.793457
	Iteration 37F: 3 clusters Score -1910037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -147635.718750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -147635.7 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 541 members 
Entering Unmasked Estep 
Score: -145649.578125 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -145649.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145944.109375 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -145944.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146010.250000 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -146010.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146049.046875 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -146049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -146065.171875 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -146065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146070.015625 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -146070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146076.796875 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -146076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146080.812500 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -146080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146080.812500 Penalty: 3470.354004
	Iteration 8F: 3 clusters Score -146080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185794.171875 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -185794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183499.984375 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -183500 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -183881.968750 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -183882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184026.312500 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -184026.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184087.593750 Penalty: 3616.661377
	Iteration 3Q: 3 clusters Score -184087.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184121.640625 Penalty: 3616.661377
	Iteration 4Q: 3 clusters Score -184121.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -184144.015625 Penalty: 3616.661377
	Iteration 5Q: 3 clusters Score -184144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184157.046875 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -184157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184171.031250 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -184171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184180.703125 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -184180.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184190.781250 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -184190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184195.109375 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -184195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184196.765625 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -184196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184200.406250 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -184200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184200.812500 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -184200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184200.812500 Penalty: 3616.661377
	Iteration 14F: 3 clusters Score -184200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Entering Unmasked Estep 
Score: -12784133.000000 Penalty: 2838.863770
	Iteration 0F: 2 clusters Score -1.278413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -12721610.000000 Penalty: 5677.727539
	Iteration 0F: 3 clusters Score -1.272161e+07 nChanged 43960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -12746662.000000 Penalty: 5677.727539
	Iteration 1F: 3 clusters Score -1.274666e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12747596.000000 Penalty: 5677.727539
	Iteration 2Q: 3 clusters Score -1.27476e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -12748972.000000 Penalty: 5677.727539
	Iteration 3Q: 3 clusters Score -1.274897e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -12751239.000000 Penalty: 5677.727539
	Iteration 4F: 3 clusters Score -1.275124e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -12754729.000000 Penalty: 5677.727539
	Iteration 5F: 3 clusters Score -1.275473e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -12759748.000000 Penalty: 5677.727539
	Iteration 6F: 3 clusters Score -1.275975e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -12765044.000000 Penalty: 5677.727539
	Iteration 7F: 3 clusters Score -1.276504e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -12769289.000000 Penalty: 5677.727539
	Iteration 8F: 3 clusters Score -1.276929e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -12772550.000000 Penalty: 5677.727539
	Iteration 9F: 3 clusters Score -1.277255e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -12775045.000000 Penalty: 5677.727539
	Iteration 10Q: 3 clusters Score -1.277504e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -12777205.000000 Penalty: 5677.727539
	Iteration 11Q: 3 clusters Score -1.27772e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -12778837.000000 Penalty: 5677.727539
	Iteration 12Q: 3 clusters Score -1.277884e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -12779911.000000 Penalty: 5677.727539
	Iteration 13Q: 3 clusters Score -1.277991e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -12780636.000000 Penalty: 5677.727539
	Iteration 14Q: 3 clusters Score -1.278064e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -12781060.000000 Penalty: 5677.727539
	Iteration 15Q: 3 clusters Score -1.278106e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -12781313.000000 Penalty: 5677.727539
	Iteration 16Q: 3 clusters Score -1.278131e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -12781446.000000 Penalty: 5677.727539
	Iteration 17Q: 3 clusters Score -1.278145e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -12781499.000000 Penalty: 5677.727539
	Iteration 18Q: 3 clusters Score -1.27815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -12781534.000000 Penalty: 5677.727539
	Iteration 19Q: 3 clusters Score -1.278153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -12781549.000000 Penalty: 5677.727539
	Iteration 20F: 3 clusters Score -1.278155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -12781552.000000 Penalty: 5677.727539
	Iteration 21Q: 3 clusters Score -1.278155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -12781574.000000 Penalty: 5677.727539
	Iteration 22Q: 3 clusters Score -1.278157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -12781592.000000 Penalty: 5677.727539
	Iteration 23Q: 3 clusters Score -1.278159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -12781602.000000 Penalty: 5677.727539
	Iteration 24Q: 3 clusters Score -1.27816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -12781611.000000 Penalty: 5677.727539
	Iteration 25Q: 3 clusters Score -1.278161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -12781618.000000 Penalty: 5677.727539
	Iteration 26Q: 3 clusters Score -1.278162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -12781630.000000 Penalty: 5677.727539
	Iteration 27Q: 3 clusters Score -1.278163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -12781637.000000 Penalty: 5677.727539
	Iteration 28Q: 3 clusters Score -1.278164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -12781632.000000 Penalty: 5677.727539
	Iteration 29Q: 3 clusters Score -1.278163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -12781640.000000 Penalty: 5677.727539
	Iteration 30Q: 3 clusters Score -1.278164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -12781644.000000 Penalty: 5677.727539
	Iteration 31Q: 3 clusters Score -1.278164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -12781647.000000 Penalty: 5677.727539
	Iteration 32Q: 3 clusters Score -1.278165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -12781650.000000 Penalty: 5677.727539
	Iteration 33Q: 3 clusters Score -1.278165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -12781659.000000 Penalty: 5677.727539
	Iteration 34Q: 3 clusters Score -1.278166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -12781659.000000 Penalty: 5677.727539
	Iteration 35Q: 3 clusters Score -1.278166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -12781659.000000 Penalty: 5677.727539
	Iteration 36F: 3 clusters Score -1.278166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -63442.277344 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63442.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62034.152344 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -62034.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62344.398438 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62471.726562 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62471.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62557.605469 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62557.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62604.203125 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62619.351562 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62619.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62620.890625 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62620.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62621.363281 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62621.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62621.363281 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -62621.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Entering Unmasked Estep 
Score: -4821967.500000 Penalty: 2600.190918
	Iteration 0F: 2 clusters Score -4821968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4797613.000000 Penalty: 5200.381836
	Iteration 0F: 3 clusters Score -4797613 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4806415.000000 Penalty: 5200.381836
	Iteration 1F: 3 clusters Score -4806415 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4806824.000000 Penalty: 5200.381836
	Iteration 2Q: 3 clusters Score -4806824 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4807140.000000 Penalty: 5200.381836
	Iteration 3Q: 3 clusters Score -4807140 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4807485.000000 Penalty: 5200.381836
	Iteration 4Q: 3 clusters Score -4807485 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4807837.500000 Penalty: 5200.381836
	Iteration 5Q: 3 clusters Score -4807838 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4808292.500000 Penalty: 5200.381836
	Iteration 6Q: 3 clusters Score -4808292 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4808809.500000 Penalty: 5200.381836
	Iteration 7Q: 3 clusters Score -4808810 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4809401.500000 Penalty: 5200.381836
	Iteration 8Q: 3 clusters Score -4809402 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4810090.000000 Penalty: 5200.381836
	Iteration 9Q: 3 clusters Score -4810090 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4811021.500000 Penalty: 5200.381836
	Iteration 10Q: 3 clusters Score -4811022 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4812250.500000 Penalty: 5200.381836
	Iteration 11Q: 3 clusters Score -4812250 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4813605.500000 Penalty: 5200.381836
	Iteration 12Q: 3 clusters Score -4813606 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4814793.500000 Penalty: 5200.381836
	Iteration 13Q: 3 clusters Score -4814794 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4815694.500000 Penalty: 5200.381836
	Iteration 14Q: 3 clusters Score -4815694 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4816419.000000 Penalty: 5200.381836
	Iteration 15Q: 3 clusters Score -4816419 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4817016.000000 Penalty: 5200.381836
	Iteration 16Q: 3 clusters Score -4817016 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4817475.500000 Penalty: 5200.381836
	Iteration 17Q: 3 clusters Score -4817476 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4817902.000000 Penalty: 5200.381836
	Iteration 18Q: 3 clusters Score -4817902 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4818331.000000 Penalty: 5200.381836
	Iteration 19Q: 3 clusters Score -4818331 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4818707.000000 Penalty: 5200.381836
	Iteration 20F: 3 clusters Score -4818707 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4819029.000000 Penalty: 5200.381836
	Iteration 21Q: 3 clusters Score -4819029 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4819248.000000 Penalty: 5200.381836
	Iteration 22Q: 3 clusters Score -4819248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4819425.500000 Penalty: 5200.381836
	Iteration 23Q: 3 clusters Score -4819426 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4819527.500000 Penalty: 5200.381836
	Iteration 24Q: 3 clusters Score -4819528 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4819590.000000 Penalty: 5200.381836
	Iteration 25Q: 3 clusters Score -4819590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4819647.000000 Penalty: 5200.381836
	Iteration 26Q: 3 clusters Score -4819647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4819696.000000 Penalty: 5200.381836
	Iteration 27Q: 3 clusters Score -4819696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4819727.500000 Penalty: 5200.381836
	Iteration 28Q: 3 clusters Score -4819728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4819753.000000 Penalty: 5200.381836
	Iteration 29Q: 3 clusters Score -4819753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4819773.500000 Penalty: 5200.381836
	Iteration 30Q: 3 clusters Score -4819774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4819791.000000 Penalty: 5200.381836
	Iteration 31Q: 3 clusters Score -4819791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4819800.500000 Penalty: 5200.381836
	Iteration 32Q: 3 clusters Score -4819800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4819811.500000 Penalty: 5200.381836
	Iteration 33Q: 3 clusters Score -4819812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4819815.000000 Penalty: 5200.381836
	Iteration 34Q: 3 clusters Score -4819815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4819814.500000 Penalty: 5200.381836
	Iteration 35Q: 3 clusters Score -4819814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4819819.000000 Penalty: 5200.381836
	Iteration 36Q: 3 clusters Score -4819819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4819825.000000 Penalty: 5200.381836
	Iteration 37Q: 3 clusters Score -4819825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4819827.000000 Penalty: 5200.381836
	Iteration 38Q: 3 clusters Score -4819827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4819835.500000 Penalty: 5200.381836
	Iteration 39Q: 3 clusters Score -4819836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4819851.000000 Penalty: 5200.381836
	Iteration 40F: 3 clusters Score -4819851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4819856.000000 Penalty: 5200.381836
	Iteration 41Q: 3 clusters Score -4819856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4819855.500000 Penalty: 5200.381836
	Iteration 42Q: 3 clusters Score -4819856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4819855.000000 Penalty: 5200.381836
	Iteration 43Q: 3 clusters Score -4819855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4819857.000000 Penalty: 5200.381836
	Iteration 44Q: 3 clusters Score -4819857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4819853.500000 Penalty: 5200.381836
	Iteration 45Q: 3 clusters Score -4819854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4819859.000000 Penalty: 5200.381836
	Iteration 46Q: 3 clusters Score -4819859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4819855.000000 Penalty: 5200.381836
	Iteration 47Q: 3 clusters Score -4819855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4819861.500000 Penalty: 5200.381836
	Iteration 48Q: 3 clusters Score -4819862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4819867.000000 Penalty: 5200.381836
	Iteration 49Q: 3 clusters Score -4819867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4819872.500000 Penalty: 5200.381836
	Iteration 50Q: 3 clusters Score -4819872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -4819879.000000 Penalty: 5200.381836
	Iteration 51Q: 3 clusters Score -4819879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4819876.500000 Penalty: 5200.381836
	Iteration 52Q: 3 clusters Score -4819876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4819883.000000 Penalty: 5200.381836
	Iteration 53Q: 3 clusters Score -4819883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4819878.500000 Penalty: 5200.381836
	Iteration 54Q: 3 clusters Score -4819878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4819883.000000 Penalty: 5200.381836
	Iteration 55Q: 3 clusters Score -4819883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4819882.500000 Penalty: 5200.381836
	Iteration 56Q: 3 clusters Score -4819882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4819885.500000 Penalty: 5200.381836
	Iteration 57Q: 3 clusters Score -4819886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4819882.000000 Penalty: 5200.381836
	Iteration 58Q: 3 clusters Score -4819882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4819879.500000 Penalty: 5200.381836
	Iteration 59Q: 3 clusters Score -4819880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4819879.000000 Penalty: 5200.381836
	Iteration 60F: 3 clusters Score -4819879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4819878.500000 Penalty: 5200.381836
	Iteration 61Q: 3 clusters Score -4819878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4819878.500000 Penalty: 5200.381836
	Iteration 62F: 3 clusters Score -4819878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -106397.148438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -106397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104607.554688 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -104607.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104880.218750 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -104880.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105021.156250 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -105021.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105118.382812 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -105118.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105169.242188 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -105169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105187.046875 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -105187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105199.953125 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -105200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105216.164062 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -105216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105229.523438 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -105229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105236.757812 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -105236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105242.273438 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -105242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105246.460938 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -105246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105257.757812 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -105257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105262.390625 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -105262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105268.804688 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -105268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105272.117188 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -105272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105272.117188 Penalty: 3330.228516
	Iteration 16F: 3 clusters Score -105272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 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 434 members 
Entering Unmasked Estep 
Score: -115803.343750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115803.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116037.859375 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116037.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116102.828125 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116102.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116131.570312 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116144.468750 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116148.234375 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116151.320312 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116154.750000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116158.312500 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116163.039062 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116166.023438 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116168.421875 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116170.335938 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -116170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116171.671875 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -116171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116174.640625 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -116174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116176.234375 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -116176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116177.554688 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -116177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116177.554688 Penalty: 3371.778320
	Iteration 17F: 3 clusters Score -116177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252588 members 
Entering Unmasked Estep 
Score: -34529340.000000 Penalty: 3084.999756
	Iteration 0F: 2 clusters Score -3.452934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -34377880.000000 Penalty: 6169.999512
	Iteration 0F: 3 clusters Score -3.437788e+07 nChanged 122040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -34450332.000000 Penalty: 6169.999512
	Iteration 1F: 3 clusters Score -3.445033e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -34451736.000000 Penalty: 6169.999512
	Iteration 2Q: 3 clusters Score -3.445174e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -34453896.000000 Penalty: 6169.999512
	Iteration 3Q: 3 clusters Score -3.44539e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 126214 members 
Entering Unmasked Estep 
Score: -34456604.000000 Penalty: 6169.999512
	Iteration 4Q: 3 clusters Score -3.44566e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -34460108.000000 Penalty: 6169.999512
	Iteration 5Q: 3 clusters Score -3.446011e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -34465456.000000 Penalty: 6169.999512
	Iteration 6Q: 3 clusters Score -3.446546e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -34472996.000000 Penalty: 6169.999512
	Iteration 7F: 3 clusters Score -3.4473e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -34483008.000000 Penalty: 6169.999512
	Iteration 8F: 3 clusters Score -3.448301e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132810 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -34492580.000000 Penalty: 6169.999512
	Iteration 9F: 3 clusters Score -3.449258e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -34497908.000000 Penalty: 6169.999512
	Iteration 10Q: 3 clusters Score -3.449791e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135057 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -34499772.000000 Penalty: 6169.999512
	Iteration 11Q: 3 clusters Score -3.449977e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 116765 members 
Entering Unmasked Estep 
Score: -34500356.000000 Penalty: 6169.999512
	Iteration 12Q: 3 clusters Score -3.450036e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -34500596.000000 Penalty: 6169.999512
	Iteration 13Q: 3 clusters Score -3.45006e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137500 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -34500764.000000 Penalty: 6169.999512
	Iteration 14Q: 3 clusters Score -3.450076e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138406 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -34500948.000000 Penalty: 6169.999512
	Iteration 15Q: 3 clusters Score -3.450095e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -34501212.000000 Penalty: 6169.999512
	Iteration 16Q: 3 clusters Score -3.450121e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140390 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -34501268.000000 Penalty: 6169.999512
	Iteration 17Q: 3 clusters Score -3.450127e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141461 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -34501408.000000 Penalty: 6169.999512
	Iteration 18Q: 3 clusters Score -3.450141e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142613 members 
Mstep: Class 2 contains 109975 members 
Entering Unmasked Estep 
Score: -34501616.000000 Penalty: 6169.999512
	Iteration 19Q: 3 clusters Score -3.450162e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -34501828.000000 Penalty: 6169.999512
	Iteration 20F: 3 clusters Score -3.450183e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -34501892.000000 Penalty: 6169.999512
	Iteration 21Q: 3 clusters Score -3.450189e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146310 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -34502008.000000 Penalty: 6169.999512
	Iteration 22Q: 3 clusters Score -3.450201e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -34502308.000000 Penalty: 6169.999512
	Iteration 23Q: 3 clusters Score -3.450231e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -34502376.000000 Penalty: 6169.999512
	Iteration 24Q: 3 clusters Score -3.450238e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -34502476.000000 Penalty: 6169.999512
	Iteration 25Q: 3 clusters Score -3.450248e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -34502628.000000 Penalty: 6169.999512
	Iteration 26Q: 3 clusters Score -3.450263e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -34502856.000000 Penalty: 6169.999512
	Iteration 27Q: 3 clusters Score -3.450286e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -34502860.000000 Penalty: 6169.999512
	Iteration 28Q: 3 clusters Score -3.450286e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -34502960.000000 Penalty: 6169.999512
	Iteration 29Q: 3 clusters Score -3.450296e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -34503120.000000 Penalty: 6169.999512
	Iteration 30Q: 3 clusters Score -3.450312e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -34503320.000000 Penalty: 6169.999512
	Iteration 31Q: 3 clusters Score -3.450332e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -34503380.000000 Penalty: 6169.999512
	Iteration 32Q: 3 clusters Score -3.450338e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -34503416.000000 Penalty: 6169.999512
	Iteration 33Q: 3 clusters Score -3.450342e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160692 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -34503364.000000 Penalty: 6169.999512
	Iteration 34Q: 3 clusters Score -3.450336e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161321 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -34503352.000000 Penalty: 6169.999512
	Iteration 35Q: 3 clusters Score -3.450335e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -34503488.000000 Penalty: 6169.999512
	Iteration 36Q: 3 clusters Score -3.450349e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -34503472.000000 Penalty: 6169.999512
	Iteration 37Q: 3 clusters Score -3.450347e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -34503572.000000 Penalty: 6169.999512
	Iteration 38Q: 3 clusters Score -3.450357e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -34503668.000000 Penalty: 6169.999512
	Iteration 39Q: 3 clusters Score -3.450367e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163187 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6169.999512
	Iteration 40F: 3 clusters Score -3.45037e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163281 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -34503820.000000 Penalty: 6169.999512
	Iteration 41Q: 3 clusters Score -3.450382e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163287 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -34503852.000000 Penalty: 6169.999512
	Iteration 42Q: 3 clusters Score -3.450385e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -34503804.000000 Penalty: 6169.999512
	Iteration 43Q: 3 clusters Score -3.45038e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -34503784.000000 Penalty: 6169.999512
	Iteration 44Q: 3 clusters Score -3.450378e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -34503740.000000 Penalty: 6169.999512
	Iteration 45Q: 3 clusters Score -3.450374e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -34503776.000000 Penalty: 6169.999512
	Iteration 46Q: 3 clusters Score -3.450378e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -34503668.000000 Penalty: 6169.999512
	Iteration 47Q: 3 clusters Score -3.450367e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -34503480.000000 Penalty: 6169.999512
	Iteration 48Q: 3 clusters Score -3.450348e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -34503472.000000 Penalty: 6169.999512
	Iteration 49Q: 3 clusters Score -3.450347e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -34503412.000000 Penalty: 6169.999512
	Iteration 50Q: 3 clusters Score -3.450341e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -34503380.000000 Penalty: 6169.999512
	Iteration 51Q: 3 clusters Score -3.450338e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -34503364.000000 Penalty: 6169.999512
	Iteration 52Q: 3 clusters Score -3.450336e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -34503500.000000 Penalty: 6169.999512
	Iteration 53Q: 3 clusters Score -3.45035e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -34503572.000000 Penalty: 6169.999512
	Iteration 54Q: 3 clusters Score -3.450357e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -34503524.000000 Penalty: 6169.999512
	Iteration 55Q: 3 clusters Score -3.450352e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -34503484.000000 Penalty: 6169.999512
	Iteration 56Q: 3 clusters Score -3.450348e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -34503492.000000 Penalty: 6169.999512
	Iteration 57Q: 3 clusters Score -3.450349e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -34503476.000000 Penalty: 6169.999512
	Iteration 58Q: 3 clusters Score -3.450348e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -34503432.000000 Penalty: 6169.999512
	Iteration 59Q: 3 clusters Score -3.450343e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -34503436.000000 Penalty: 6169.999512
	Iteration 60F: 3 clusters Score -3.450344e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -34503348.000000 Penalty: 6169.999512
	Iteration 61Q: 3 clusters Score -3.450335e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -34503304.000000 Penalty: 6169.999512
	Iteration 62Q: 3 clusters Score -3.45033e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153112 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.450338e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -34503360.000000 Penalty: 6169.999512
	Iteration 64Q: 3 clusters Score -3.450336e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3.450337e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -34503404.000000 Penalty: 6169.999512
	Iteration 66Q: 3 clusters Score -3.45034e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.45034e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.450348e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.450348e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3.45034e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148506 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -34503328.000000 Penalty: 6169.999512
	Iteration 71Q: 3 clusters Score -3.450333e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3.450338e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.45034e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.450335e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146549 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3.450331e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -34503460.000000 Penalty: 6169.999512
	Iteration 76Q: 3 clusters Score -3.450346e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.450341e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -34503416.000000 Penalty: 6169.999512
	Iteration 78Q: 3 clusters Score -3.450342e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -34503420.000000 Penalty: 6169.999512
	Iteration 79Q: 3 clusters Score -3.450342e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144461 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -34503336.000000 Penalty: 6169.999512
	Iteration 80F: 3 clusters Score -3.450334e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -34503388.000000 Penalty: 6169.999512
	Iteration 81Q: 3 clusters Score -3.450339e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.450346e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.450348e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.450348e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.450346e+07 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 110895 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.450334e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141136 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.450338e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -34503360.000000 Penalty: 6169.999512
	Iteration 88Q: 3 clusters Score -3.450336e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.450346e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139607 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.450348e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.450348e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -34503588.000000 Penalty: 6169.999512
	Iteration 92Q: 3 clusters Score -3.450359e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 114496 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3.450365e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137627 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.45037e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -34503720.000000 Penalty: 6169.999512
	Iteration 95Q: 3 clusters Score -3.450372e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -34503716.000000 Penalty: 6169.999512
	Iteration 96Q: 3 clusters Score -3.450372e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136224 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.450368e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135737 members 
Mstep: Class 2 contains 116851 members 
Entering Unmasked Estep 
Score: -34503728.000000 Penalty: 6169.999512
	Iteration 98Q: 3 clusters Score -3.450373e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.450378e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -34503968.000000 Penalty: 6169.999512
	Iteration 100F: 3 clusters Score -3.450397e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -34503992.000000 Penalty: 6169.999512
	Iteration 101Q: 3 clusters Score -3.450399e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133533 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -34503956.000000 Penalty: 6169.999512
	Iteration 102Q: 3 clusters Score -3.450396e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132899 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -34503944.000000 Penalty: 6169.999512
	Iteration 103Q: 3 clusters Score -3.450394e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132218 members 
Mstep: Class 2 contains 120370 members 
Entering Unmasked Estep 
Score: -34503940.000000 Penalty: 6169.999512
	Iteration 104Q: 3 clusters Score -3.450394e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.450406e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -34504044.000000 Penalty: 6169.999512
	Iteration 106Q: 3 clusters Score -3.450404e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129878 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -34504152.000000 Penalty: 6169.999512
	Iteration 107Q: 3 clusters Score -3.450415e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -34504184.000000 Penalty: 6169.999512
	Iteration 108Q: 3 clusters Score -3.450418e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128233 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -34504220.000000 Penalty: 6169.999512
	Iteration 109Q: 3 clusters Score -3.450422e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -34504320.000000 Penalty: 6169.999512
	Iteration 110Q: 3 clusters Score -3.450432e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 126265 members 
Entering Unmasked Estep 
Score: -34504364.000000 Penalty: 6169.999512
	Iteration 111Q: 3 clusters Score -3.450436e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125402 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -34504540.000000 Penalty: 6169.999512
	Iteration 112Q: 3 clusters Score -3.450454e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124487 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -34504680.000000 Penalty: 6169.999512
	Iteration 113Q: 3 clusters Score -3.450468e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -34504728.000000 Penalty: 6169.999512
	Iteration 114Q: 3 clusters Score -3.450473e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122534 members 
Mstep: Class 2 contains 130054 members 
Entering Unmasked Estep 
Score: -34504764.000000 Penalty: 6169.999512
	Iteration 115Q: 3 clusters Score -3.450476e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -34504964.000000 Penalty: 6169.999512
	Iteration 116Q: 3 clusters Score -3.450496e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 132209 members 
Entering Unmasked Estep 
Score: -34505044.000000 Penalty: 6169.999512
	Iteration 117Q: 3 clusters Score -3.450504e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 133379 members 
Entering Unmasked Estep 
Score: -34505140.000000 Penalty: 6169.999512
	Iteration 118Q: 3 clusters Score -3.450514e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -34505248.000000 Penalty: 6169.999512
	Iteration 119Q: 3 clusters Score -3.450525e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -34505444.000000 Penalty: 6169.999512
	Iteration 120F: 3 clusters Score -3.450544e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -34505596.000000 Penalty: 6169.999512
	Iteration 121Q: 3 clusters Score -3.45056e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113802 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -34505568.000000 Penalty: 6169.999512
	Iteration 122Q: 3 clusters Score -3.450557e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 140318 members 
Entering Unmasked Estep 
Score: -34505852.000000 Penalty: 6169.999512
	Iteration 123Q: 3 clusters Score -3.450585e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -34505952.000000 Penalty: 6169.999512
	Iteration 124Q: 3 clusters Score -3.450595e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -34506340.000000 Penalty: 6169.999512
	Iteration 125Q: 3 clusters Score -3.450634e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 145624 members 
Entering Unmasked Estep 
Score: -34506364.000000 Penalty: 6169.999512
	Iteration 126Q: 3 clusters Score -3.450636e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 147635 members 
Entering Unmasked Estep 
Score: -34506532.000000 Penalty: 6169.999512
	Iteration 127Q: 3 clusters Score -3.450653e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -34506668.000000 Penalty: 6169.999512
	Iteration 128Q: 3 clusters Score -3.450667e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -34506788.000000 Penalty: 6169.999512
	Iteration 129Q: 3 clusters Score -3.450679e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -34507124.000000 Penalty: 6169.999512
	Iteration 130Q: 3 clusters Score -3.450712e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -34507496.000000 Penalty: 6169.999512
	Iteration 131Q: 3 clusters Score -3.45075e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -34507980.000000 Penalty: 6169.999512
	Iteration 132Q: 3 clusters Score -3.450798e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -34508292.000000 Penalty: 6169.999512
	Iteration 133Q: 3 clusters Score -3.450829e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -34508804.000000 Penalty: 6169.999512
	Iteration 134Q: 3 clusters Score -3.45088e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 176903 members 
Entering Unmasked Estep 
Score: -34508556.000000 Penalty: 6169.999512
	Iteration 135Q: 3 clusters Score -3.450856e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 182463 members 
Entering Unmasked Estep 
Score: -34508584.000000 Penalty: 6169.999512
	Iteration 136Q: 3 clusters Score -3.450858e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 188132 members 
Entering Unmasked Estep 
Score: -34508616.000000 Penalty: 6169.999512
	Iteration 137Q: 3 clusters Score -3.450862e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 193650 members 
Entering Unmasked Estep 
Score: -34508196.000000 Penalty: 6169.999512
	Iteration 138Q: 3 clusters Score -3.45082e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 198885 members 
Entering Unmasked Estep 
Score: -34508048.000000 Penalty: 6169.999512
	Iteration 139Q: 3 clusters Score -3.450805e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -34508460.000000 Penalty: 6169.999512
	Iteration 140F: 3 clusters Score -3.450846e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 208871 members 
Entering Unmasked Estep 
Score: -34508384.000000 Penalty: 6169.999512
	Iteration 141Q: 3 clusters Score -3.450838e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 213488 members 
Entering Unmasked Estep 
Score: -34508144.000000 Penalty: 6169.999512
	Iteration 142Q: 3 clusters Score -3.450814e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 217696 members 
Entering Unmasked Estep 
Score: -34508836.000000 Penalty: 6169.999512
	Iteration 143Q: 3 clusters Score -3.450884e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 221614 members 
Entering Unmasked Estep 
Score: -34509232.000000 Penalty: 6169.999512
	Iteration 144Q: 3 clusters Score -3.450923e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 225296 members 
Entering Unmasked Estep 
Score: -34509532.000000 Penalty: 6169.999512
	Iteration 145Q: 3 clusters Score -3.450953e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 228680 members 
Entering Unmasked Estep 
Score: -34509532.000000 Penalty: 6169.999512
	Iteration 146Q: 3 clusters Score -3.450953e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 231714 members 
Entering Unmasked Estep 
Score: -34510120.000000 Penalty: 6169.999512
	Iteration 147Q: 3 clusters Score -3.451012e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 234497 members 
Entering Unmasked Estep 
Score: -34510920.000000 Penalty: 6169.999512
	Iteration 148Q: 3 clusters Score -3.451092e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 237062 members 
Entering Unmasked Estep 
Score: -34511660.000000 Penalty: 6169.999512
	Iteration 149Q: 3 clusters Score -3.451166e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -34514584.000000 Penalty: 6169.999512
	Iteration 150Q: 3 clusters Score -3.451458e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 241764 members 
Entering Unmasked Estep 
Score: -34517300.000000 Penalty: 6169.999512
	Iteration 151Q: 3 clusters Score -3.45173e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 243853 members 
Entering Unmasked Estep 
Score: -34519108.000000 Penalty: 6169.999512
	Iteration 152Q: 3 clusters Score -3.451911e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 245761 members 
Entering Unmasked Estep 
Score: -34520792.000000 Penalty: 6169.999512
	Iteration 153Q: 3 clusters Score -3.452079e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 247411 members 
Entering Unmasked Estep 
Score: -34522220.000000 Penalty: 6169.999512
	Iteration 154Q: 3 clusters Score -3.452222e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 248842 members 
Entering Unmasked Estep 
Score: -34523620.000000 Penalty: 6169.999512
	Iteration 155Q: 3 clusters Score -3.452362e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 249969 members 
Entering Unmasked Estep 
Score: -34524608.000000 Penalty: 6169.999512
	Iteration 156Q: 3 clusters Score -3.452461e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 250747 members 
Entering Unmasked Estep 
Score: -34525340.000000 Penalty: 6169.999512
	Iteration 157Q: 3 clusters Score -3.452534e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 251259 members 
Entering Unmasked Estep 
Score: -34525764.000000 Penalty: 6169.999512
	Iteration 158Q: 3 clusters Score -3.452576e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 251574 members 
Entering Unmasked Estep 
Score: -34526044.000000 Penalty: 6169.999512
	Iteration 159Q: 3 clusters Score -3.452604e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 251769 members 
Entering Unmasked Estep 
Score: -34526236.000000 Penalty: 6169.999512
	Iteration 160F: 3 clusters Score -3.452624e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 251877 members 
Entering Unmasked Estep 
Score: -34526320.000000 Penalty: 6169.999512
	Iteration 161Q: 3 clusters Score -3.452632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 251950 members 
Entering Unmasked Estep 
Score: -34526428.000000 Penalty: 6169.999512
	Iteration 162Q: 3 clusters Score -3.452643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 251991 members 
Entering Unmasked Estep 
Score: -34526480.000000 Penalty: 6169.999512
	Iteration 163Q: 3 clusters Score -3.452648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252018 members 
Entering Unmasked Estep 
Score: -34526496.000000 Penalty: 6169.999512
	Iteration 164Q: 3 clusters Score -3.45265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 252045 members 
Entering Unmasked Estep 
Score: -34526480.000000 Penalty: 6169.999512
	Iteration 165Q: 3 clusters Score -3.452648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 252061 members 
Entering Unmasked Estep 
Score: -34526504.000000 Penalty: 6169.999512
	Iteration 166Q: 3 clusters Score -3.45265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 252066 members 
Entering Unmasked Estep 
Score: -34526524.000000 Penalty: 6169.999512
	Iteration 167Q: 3 clusters Score -3.452652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 252074 members 
Entering Unmasked Estep 
Score: -34526536.000000 Penalty: 6169.999512
	Iteration 168Q: 3 clusters Score -3.452654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 252079 members 
Entering Unmasked Estep 
Score: -34526548.000000 Penalty: 6169.999512
	Iteration 169Q: 3 clusters Score -3.452655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 252087 members 
Entering Unmasked Estep 
Score: -34526544.000000 Penalty: 6169.999512
	Iteration 170Q: 3 clusters Score -3.452654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 252093 members 
Entering Unmasked Estep 
Score: -34526552.000000 Penalty: 6169.999512
	Iteration 171Q: 3 clusters Score -3.452655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 252100 members 
Entering Unmasked Estep 
Score: -34526552.000000 Penalty: 6169.999512
	Iteration 172Q: 3 clusters Score -3.452655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 252108 members 
Entering Unmasked Estep 
Score: -34526556.000000 Penalty: 6169.999512
	Iteration 173Q: 3 clusters Score -3.452656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 252115 members 
Entering Unmasked Estep 
Score: -34526564.000000 Penalty: 6169.999512
	Iteration 174Q: 3 clusters Score -3.452656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 252119 members 
Entering Unmasked Estep 
Score: -34526552.000000 Penalty: 6169.999512
	Iteration 175Q: 3 clusters Score -3.452655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252124 members 
Entering Unmasked Estep 
Score: -34526548.000000 Penalty: 6169.999512
	Iteration 176Q: 3 clusters Score -3.452655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 252127 members 
Entering Unmasked Estep 
Score: -34526544.000000 Penalty: 6169.999512
	Iteration 177Q: 3 clusters Score -3.452654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 252129 members 
Entering Unmasked Estep 
Score: -34526552.000000 Penalty: 6169.999512
	Iteration 178Q: 3 clusters Score -3.452655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 252130 members 
Entering Unmasked Estep 
Score: -34526560.000000 Penalty: 6169.999512
	Iteration 179Q: 3 clusters Score -3.452656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 252131 members 
Entering Unmasked Estep 
Score: -34526552.000000 Penalty: 6169.999512
	Iteration 180F: 3 clusters Score -3.452655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68249.968750 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68249.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68463.906250 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68463.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68529.218750 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -68529.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68550.375000 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68550.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68571.554688 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68571.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68597.625000 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68597.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68612.179688 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68612.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68633.156250 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68633.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68643.210938 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68643.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68657.484375 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68657.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68668.453125 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68668.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68672.250000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -68672.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68674.453125 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -68674.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68678.757812 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -68678.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68684.835938 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -68684.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68694.343750 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -68694.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68696.656250 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -68696.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68699.937500 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -68699.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68700.742188 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -68700.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68700.742188 Penalty: 3151.767578
	Iteration 19F: 3 clusters Score -68700.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -743304.125000 Penalty: 2140.014893
	Iteration 0F: 2 clusters Score -743304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -738417.125000 Penalty: 4280.029785
	Iteration 0F: 3 clusters Score -738417.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -739604.687500 Penalty: 4280.029785
	Iteration 1F: 3 clusters Score -739604.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -739895.562500 Penalty: 4280.029785
	Iteration 2F: 3 clusters Score -739895.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -740160.187500 Penalty: 4280.029785
	Iteration 3F: 3 clusters Score -740160.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -740475.500000 Penalty: 4280.029785
	Iteration 4F: 3 clusters Score -740475.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -740802.687500 Penalty: 4280.029785
	Iteration 5F: 3 clusters Score -740802.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -741119.250000 Penalty: 4280.029785
	Iteration 6F: 3 clusters Score -741119.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -741364.687500 Penalty: 4280.029785
	Iteration 7F: 3 clusters Score -741364.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -741536.812500 Penalty: 4280.029785
	Iteration 8Q: 3 clusters Score -741536.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -741646.312500 Penalty: 4280.029785
	Iteration 9Q: 3 clusters Score -741646.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -741711.125000 Penalty: 4280.029785
	Iteration 10Q: 3 clusters Score -741711.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -741751.375000 Penalty: 4280.029785
	Iteration 11Q: 3 clusters Score -741751.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -741776.375000 Penalty: 4280.029785
	Iteration 12Q: 3 clusters Score -741776.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -741792.937500 Penalty: 4280.029785
	Iteration 13Q: 3 clusters Score -741792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -741797.000000 Penalty: 4280.029785
	Iteration 14Q: 3 clusters Score -741797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -741802.312500 Penalty: 4280.029785
	Iteration 15Q: 3 clusters Score -741802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -741805.125000 Penalty: 4280.029785
	Iteration 16Q: 3 clusters Score -741805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -741809.000000 Penalty: 4280.029785
	Iteration 17Q: 3 clusters Score -741809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -741811.312500 Penalty: 4280.029785
	Iteration 18Q: 3 clusters Score -741811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -741813.000000 Penalty: 4280.029785
	Iteration 19Q: 3 clusters Score -741813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -741813.125000 Penalty: 4280.029785
	Iteration 20F: 3 clusters Score -741813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -741812.125000 Penalty: 4280.029785
	Iteration 21Q: 3 clusters Score -741812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -741813.250000 Penalty: 4280.029785
	Iteration 22Q: 3 clusters Score -741813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -741813.250000 Penalty: 4280.029785
	Iteration 23Q: 3 clusters Score -741813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -741813.375000 Penalty: 4280.029785
	Iteration 24Q: 3 clusters Score -741813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -741813.125000 Penalty: 4280.029785
	Iteration 25Q: 3 clusters Score -741813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -741813.937500 Penalty: 4280.029785
	Iteration 26Q: 3 clusters Score -741813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -741813.937500 Penalty: 4280.029785
	Iteration 27F: 3 clusters Score -741813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185260.343750 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183016.156250 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -183016.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183623.781250 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183623.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -183915.718750 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183915.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184140.578125 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -184140.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -184251.781250 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -184251.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184322.109375 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -184322.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184371.125000 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184371.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184399.171875 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -184408.453125 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184408.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -184423.109375 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -184428.578125 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184433.562500 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184436.156250 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184440.234375 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -184441.234375 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184441.906250 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184443.828125 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184449.656250 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184454.593750 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -184456.921875 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184458.750000 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -967187.250000 Penalty: 2199.296631
	Iteration 0F: 2 clusters Score -967187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -961362.625000 Penalty: 4398.593262
	Iteration 0F: 3 clusters Score -961362.6 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -962853.562500 Penalty: 4398.593262
	Iteration 1F: 3 clusters Score -962853.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -963108.250000 Penalty: 4398.593262
	Iteration 2F: 3 clusters Score -963108.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -963259.375000 Penalty: 4398.593262
	Iteration 3Q: 3 clusters Score -963259.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -963383.750000 Penalty: 4398.593262
	Iteration 4Q: 3 clusters Score -963383.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -963495.437500 Penalty: 4398.593262
	Iteration 5Q: 3 clusters Score -963495.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -963590.437500 Penalty: 4398.593262
	Iteration 6Q: 3 clusters Score -963590.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -963664.812500 Penalty: 4398.593262
	Iteration 7Q: 3 clusters Score -963664.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -963734.375000 Penalty: 4398.593262
	Iteration 8Q: 3 clusters Score -963734.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -963786.250000 Penalty: 4398.593262
	Iteration 9Q: 3 clusters Score -963786.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -963834.375000 Penalty: 4398.593262
	Iteration 10Q: 3 clusters Score -963834.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -963876.187500 Penalty: 4398.593262
	Iteration 11Q: 3 clusters Score -963876.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -963910.125000 Penalty: 4398.593262
	Iteration 12Q: 3 clusters Score -963910.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -963953.062500 Penalty: 4398.593262
	Iteration 13Q: 3 clusters Score -963953.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -963999.500000 Penalty: 4398.593262
	Iteration 14Q: 3 clusters Score -963999.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -964031.750000 Penalty: 4398.593262
	Iteration 15Q: 3 clusters Score -964031.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -964057.375000 Penalty: 4398.593262
	Iteration 16Q: 3 clusters Score -964057.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -964085.500000 Penalty: 4398.593262
	Iteration 17Q: 3 clusters Score -964085.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -964114.375000 Penalty: 4398.593262
	Iteration 18Q: 3 clusters Score -964114.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -964140.062500 Penalty: 4398.593262
	Iteration 19Q: 3 clusters Score -964140.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -964165.750000 Penalty: 4398.593262
	Iteration 20F: 3 clusters Score -964165.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -964192.187500 Penalty: 4398.593262
	Iteration 21Q: 3 clusters Score -964192.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -964217.187500 Penalty: 4398.593262
	Iteration 22Q: 3 clusters Score -964217.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -964245.000000 Penalty: 4398.593262
	Iteration 23Q: 3 clusters Score -964245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -964273.625000 Penalty: 4398.593262
	Iteration 24Q: 3 clusters Score -964273.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -964294.562500 Penalty: 4398.593262
	Iteration 25Q: 3 clusters Score -964294.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -964310.625000 Penalty: 4398.593262
	Iteration 26Q: 3 clusters Score -964310.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -964324.562500 Penalty: 4398.593262
	Iteration 27Q: 3 clusters Score -964324.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -964349.125000 Penalty: 4398.593262
	Iteration 28Q: 3 clusters Score -964349.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -964363.562500 Penalty: 4398.593262
	Iteration 29Q: 3 clusters Score -964363.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -964382.187500 Penalty: 4398.593262
	Iteration 30Q: 3 clusters Score -964382.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -964397.187500 Penalty: 4398.593262
	Iteration 31Q: 3 clusters Score -964397.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -964409.312500 Penalty: 4398.593262
	Iteration 32Q: 3 clusters Score -964409.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -964424.125000 Penalty: 4398.593262
	Iteration 33Q: 3 clusters Score -964424.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -964442.812500 Penalty: 4398.593262
	Iteration 34Q: 3 clusters Score -964442.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -964457.375000 Penalty: 4398.593262
	Iteration 35Q: 3 clusters Score -964457.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -964476.562500 Penalty: 4398.593262
	Iteration 36Q: 3 clusters Score -964476.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -964486.562500 Penalty: 4398.593262
	Iteration 37Q: 3 clusters Score -964486.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -964498.187500 Penalty: 4398.593262
	Iteration 38Q: 3 clusters Score -964498.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -964506.125000 Penalty: 4398.593262
	Iteration 39Q: 3 clusters Score -964506.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -964516.312500 Penalty: 4398.593262
	Iteration 40F: 3 clusters Score -964516.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -964523.687500 Penalty: 4398.593262
	Iteration 41Q: 3 clusters Score -964523.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -964530.562500 Penalty: 4398.593262
	Iteration 42Q: 3 clusters Score -964530.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -964535.812500 Penalty: 4398.593262
	Iteration 43Q: 3 clusters Score -964535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -964538.875000 Penalty: 4398.593262
	Iteration 44Q: 3 clusters Score -964538.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -964541.250000 Penalty: 4398.593262
	Iteration 45Q: 3 clusters Score -964541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -964542.000000 Penalty: 4398.593262
	Iteration 46Q: 3 clusters Score -964542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -964546.062500 Penalty: 4398.593262
	Iteration 47Q: 3 clusters Score -964546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -964550.625000 Penalty: 4398.593262
	Iteration 48Q: 3 clusters Score -964550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -964550.062500 Penalty: 4398.593262
	Iteration 49Q: 3 clusters Score -964550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -964553.437500 Penalty: 4398.593262
	Iteration 50Q: 3 clusters Score -964553.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -964558.687500 Penalty: 4398.593262
	Iteration 51Q: 3 clusters Score -964558.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -964563.062500 Penalty: 4398.593262
	Iteration 52Q: 3 clusters Score -964563.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -964564.687500 Penalty: 4398.593262
	Iteration 53Q: 3 clusters Score -964564.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -964566.625000 Penalty: 4398.593262
	Iteration 54Q: 3 clusters Score -964566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -964566.000000 Penalty: 4398.593262
	Iteration 55Q: 3 clusters Score -964566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -964570.500000 Penalty: 4398.593262
	Iteration 56Q: 3 clusters Score -964570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -964572.000000 Penalty: 4398.593262
	Iteration 57Q: 3 clusters Score -964572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -964573.625000 Penalty: 4398.593262
	Iteration 58Q: 3 clusters Score -964573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -964575.562500 Penalty: 4398.593262
	Iteration 59Q: 3 clusters Score -964575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -964577.125000 Penalty: 4398.593262
	Iteration 60F: 3 clusters Score -964577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -964580.187500 Penalty: 4398.593262
	Iteration 61Q: 3 clusters Score -964580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -964583.687500 Penalty: 4398.593262
	Iteration 62Q: 3 clusters Score -964583.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -964585.375000 Penalty: 4398.593262
	Iteration 63Q: 3 clusters Score -964585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -964587.812500 Penalty: 4398.593262
	Iteration 64Q: 3 clusters Score -964587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -964586.875000 Penalty: 4398.593262
	Iteration 65Q: 3 clusters Score -964586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -964588.687500 Penalty: 4398.593262
	Iteration 66Q: 3 clusters Score -964588.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -964590.250000 Penalty: 4398.593262
	Iteration 67Q: 3 clusters Score -964590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -964590.375000 Penalty: 4398.593262
	Iteration 68Q: 3 clusters Score -964590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -964588.437500 Penalty: 4398.593262
	Iteration 69Q: 3 clusters Score -964588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -964590.625000 Penalty: 4398.593262
	Iteration 70Q: 3 clusters Score -964590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -964590.312500 Penalty: 4398.593262
	Iteration 71Q: 3 clusters Score -964590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -964590.312500 Penalty: 4398.593262
	Iteration 72F: 3 clusters Score -964590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (117052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Entering Unmasked Estep 
Score: -15852890.000000 Penalty: 2894.252686
	Iteration 0F: 2 clusters Score -1.585289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -15775131.000000 Penalty: 5788.505371
	Iteration 0F: 3 clusters Score -1.577513e+07 nChanged 55277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -15807653.000000 Penalty: 5788.505371
	Iteration 1F: 3 clusters Score -1.580765e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -15809340.000000 Penalty: 5788.505371
	Iteration 2Q: 3 clusters Score -1.580934e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -15811779.000000 Penalty: 5788.505371
	Iteration 3Q: 3 clusters Score -1.581178e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -15815279.000000 Penalty: 5788.505371
	Iteration 4F: 3 clusters Score -1.581528e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -15819935.000000 Penalty: 5788.505371
	Iteration 5F: 3 clusters Score -1.581994e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -15825405.000000 Penalty: 5788.505371
	Iteration 6F: 3 clusters Score -1.58254e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -15830861.000000 Penalty: 5788.505371
	Iteration 7F: 3 clusters Score -1.583086e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -15834315.000000 Penalty: 5788.505371
	Iteration 8F: 3 clusters Score -1.583432e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -15835595.000000 Penalty: 5788.505371
	Iteration 9Q: 3 clusters Score -1.58356e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -15836157.000000 Penalty: 5788.505371
	Iteration 10Q: 3 clusters Score -1.583616e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -15836413.000000 Penalty: 5788.505371
	Iteration 11Q: 3 clusters Score -1.583641e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -15836654.000000 Penalty: 5788.505371
	Iteration 12Q: 3 clusters Score -1.583665e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -15836873.000000 Penalty: 5788.505371
	Iteration 13Q: 3 clusters Score -1.583687e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -15837009.000000 Penalty: 5788.505371
	Iteration 14Q: 3 clusters Score -1.583701e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -15837138.000000 Penalty: 5788.505371
	Iteration 15Q: 3 clusters Score -1.583714e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -15837318.000000 Penalty: 5788.505371
	Iteration 16Q: 3 clusters Score -1.583732e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -15837534.000000 Penalty: 5788.505371
	Iteration 17Q: 3 clusters Score -1.583753e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -15837772.000000 Penalty: 5788.505371
	Iteration 18Q: 3 clusters Score -1.583777e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -15837894.000000 Penalty: 5788.505371
	Iteration 19Q: 3 clusters Score -1.583789e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -15838035.000000 Penalty: 5788.505371
	Iteration 20F: 3 clusters Score -1.583804e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -15838360.000000 Penalty: 5788.505371
	Iteration 21Q: 3 clusters Score -1.583836e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -15838633.000000 Penalty: 5788.505371
	Iteration 22Q: 3 clusters Score -1.583863e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -15838977.000000 Penalty: 5788.505371
	Iteration 23Q: 3 clusters Score -1.583898e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -15839379.000000 Penalty: 5788.505371
	Iteration 24Q: 3 clusters Score -1.583938e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -15839885.000000 Penalty: 5788.505371
	Iteration 25Q: 3 clusters Score -1.583988e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -15840423.000000 Penalty: 5788.505371
	Iteration 26Q: 3 clusters Score -1.584042e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -15841087.000000 Penalty: 5788.505371
	Iteration 27Q: 3 clusters Score -1.584109e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -15841959.000000 Penalty: 5788.505371
	Iteration 28Q: 3 clusters Score -1.584196e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -15842890.000000 Penalty: 5788.505371
	Iteration 29Q: 3 clusters Score -1.584289e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -15843955.000000 Penalty: 5788.505371
	Iteration 30Q: 3 clusters Score -1.584396e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -15844768.000000 Penalty: 5788.505371
	Iteration 31Q: 3 clusters Score -1.584477e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -15845689.000000 Penalty: 5788.505371
	Iteration 32Q: 3 clusters Score -1.584569e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -15846385.000000 Penalty: 5788.505371
	Iteration 33Q: 3 clusters Score -1.584638e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -15847061.000000 Penalty: 5788.505371
	Iteration 34Q: 3 clusters Score -1.584706e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -15847542.000000 Penalty: 5788.505371
	Iteration 35Q: 3 clusters Score -1.584754e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -15847834.000000 Penalty: 5788.505371
	Iteration 36Q: 3 clusters Score -1.584783e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -15848144.000000 Penalty: 5788.505371
	Iteration 37Q: 3 clusters Score -1.584814e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -15848459.000000 Penalty: 5788.505371
	Iteration 38Q: 3 clusters Score -1.584846e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -15848664.000000 Penalty: 5788.505371
	Iteration 39Q: 3 clusters Score -1.584866e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
Score: -15848872.000000 Penalty: 5788.505371
	Iteration 40F: 3 clusters Score -1.584887e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -15849048.000000 Penalty: 5788.505371
	Iteration 41Q: 3 clusters Score -1.584905e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -15849239.000000 Penalty: 5788.505371
	Iteration 42Q: 3 clusters Score -1.584924e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -15849410.000000 Penalty: 5788.505371
	Iteration 43Q: 3 clusters Score -1.584941e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -15849448.000000 Penalty: 5788.505371
	Iteration 44Q: 3 clusters Score -1.584945e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -15849623.000000 Penalty: 5788.505371
	Iteration 45Q: 3 clusters Score -1.584962e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -15849746.000000 Penalty: 5788.505371
	Iteration 46Q: 3 clusters Score -1.584975e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -15849867.000000 Penalty: 5788.505371
	Iteration 47Q: 3 clusters Score -1.584987e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -15849986.000000 Penalty: 5788.505371
	Iteration 48Q: 3 clusters Score -1.584999e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -15850040.000000 Penalty: 5788.505371
	Iteration 49Q: 3 clusters Score -1.585004e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -15850136.000000 Penalty: 5788.505371
	Iteration 50Q: 3 clusters Score -1.585014e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -15850212.000000 Penalty: 5788.505371
	Iteration 51Q: 3 clusters Score -1.585021e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -15850274.000000 Penalty: 5788.505371
	Iteration 52Q: 3 clusters Score -1.585027e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -15850401.000000 Penalty: 5788.505371
	Iteration 53Q: 3 clusters Score -1.58504e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -15850474.000000 Penalty: 5788.505371
	Iteration 54Q: 3 clusters Score -1.585047e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -15850516.000000 Penalty: 5788.505371
	Iteration 55Q: 3 clusters Score -1.585052e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -15850593.000000 Penalty: 5788.505371
	Iteration 56Q: 3 clusters Score -1.585059e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -15850684.000000 Penalty: 5788.505371
	Iteration 57Q: 3 clusters Score -1.585068e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -15850748.000000 Penalty: 5788.505371
	Iteration 58Q: 3 clusters Score -1.585075e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -15850778.000000 Penalty: 5788.505371
	Iteration 59Q: 3 clusters Score -1.585078e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -15850853.000000 Penalty: 5788.505371
	Iteration 60F: 3 clusters Score -1.585085e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -15850882.000000 Penalty: 5788.505371
	Iteration 61Q: 3 clusters Score -1.585088e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -15850907.000000 Penalty: 5788.505371
	Iteration 62Q: 3 clusters Score -1.585091e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -15850911.000000 Penalty: 5788.505371
	Iteration 63Q: 3 clusters Score -1.585091e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -15851003.000000 Penalty: 5788.505371
	Iteration 64Q: 3 clusters Score -1.5851e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -15851017.000000 Penalty: 5788.505371
	Iteration 65Q: 3 clusters Score -1.585102e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -15851034.000000 Penalty: 5788.505371
	Iteration 66Q: 3 clusters Score -1.585103e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -15851065.000000 Penalty: 5788.505371
	Iteration 67Q: 3 clusters Score -1.585106e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -15851121.000000 Penalty: 5788.505371
	Iteration 68Q: 3 clusters Score -1.585112e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -15851120.000000 Penalty: 5788.505371
	Iteration 69Q: 3 clusters Score -1.585112e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -15851166.000000 Penalty: 5788.505371
	Iteration 70Q: 3 clusters Score -1.585117e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 105084 members 
Entering Unmasked Estep 
Score: -15851169.000000 Penalty: 5788.505371
	Iteration 71Q: 3 clusters Score -1.585117e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -15851166.000000 Penalty: 5788.505371
	Iteration 72Q: 3 clusters Score -1.585117e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -15851127.000000 Penalty: 5788.505371
	Iteration 73Q: 3 clusters Score -1.585113e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -15851179.000000 Penalty: 5788.505371
	Iteration 74Q: 3 clusters Score -1.585118e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -15851167.000000 Penalty: 5788.505371
	Iteration 75Q: 3 clusters Score -1.585117e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -15851162.000000 Penalty: 5788.505371
	Iteration 76Q: 3 clusters Score -1.585116e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -15851168.000000 Penalty: 5788.505371
	Iteration 77Q: 3 clusters Score -1.585117e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -15851175.000000 Penalty: 5788.505371
	Iteration 78Q: 3 clusters Score -1.585118e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -15851188.000000 Penalty: 5788.505371
	Iteration 79Q: 3 clusters Score -1.585119e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -15851212.000000 Penalty: 5788.505371
	Iteration 80F: 3 clusters Score -1.585121e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -15851224.000000 Penalty: 5788.505371
	Iteration 81Q: 3 clusters Score -1.585122e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -15851268.000000 Penalty: 5788.505371
	Iteration 82Q: 3 clusters Score -1.585127e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -15851244.000000 Penalty: 5788.505371
	Iteration 83Q: 3 clusters Score -1.585124e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -15851232.000000 Penalty: 5788.505371
	Iteration 84Q: 3 clusters Score -1.585123e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -15851242.000000 Penalty: 5788.505371
	Iteration 85Q: 3 clusters Score -1.585124e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -15851241.000000 Penalty: 5788.505371
	Iteration 86Q: 3 clusters Score -1.585124e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -15851270.000000 Penalty: 5788.505371
	Iteration 87Q: 3 clusters Score -1.585127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -15851271.000000 Penalty: 5788.505371
	Iteration 88Q: 3 clusters Score -1.585127e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -15851311.000000 Penalty: 5788.505371
	Iteration 89Q: 3 clusters Score -1.585131e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -15851351.000000 Penalty: 5788.505371
	Iteration 90Q: 3 clusters Score -1.585135e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -15851356.000000 Penalty: 5788.505371
	Iteration 91Q: 3 clusters Score -1.585136e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -15851330.000000 Penalty: 5788.505371
	Iteration 92Q: 3 clusters Score -1.585133e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -15851372.000000 Penalty: 5788.505371
	Iteration 93Q: 3 clusters Score -1.585137e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -15851422.000000 Penalty: 5788.505371
	Iteration 94Q: 3 clusters Score -1.585142e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -15851433.000000 Penalty: 5788.505371
	Iteration 95Q: 3 clusters Score -1.585143e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -15851431.000000 Penalty: 5788.505371
	Iteration 96Q: 3 clusters Score -1.585143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -15851450.000000 Penalty: 5788.505371
	Iteration 97Q: 3 clusters Score -1.585145e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -15851477.000000 Penalty: 5788.505371
	Iteration 98Q: 3 clusters Score -1.585148e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -15851478.000000 Penalty: 5788.505371
	Iteration 99Q: 3 clusters Score -1.585148e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -15851478.000000 Penalty: 5788.505371
	Iteration 100F: 3 clusters Score -1.585148e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -15851472.000000 Penalty: 5788.505371
	Iteration 101Q: 3 clusters Score -1.585147e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -15851489.000000 Penalty: 5788.505371
	Iteration 102Q: 3 clusters Score -1.585149e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -15851476.000000 Penalty: 5788.505371
	Iteration 103Q: 3 clusters Score -1.585148e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -15851503.000000 Penalty: 5788.505371
	Iteration 104Q: 3 clusters Score -1.58515e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -15851511.000000 Penalty: 5788.505371
	Iteration 105Q: 3 clusters Score -1.585151e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 109238 members 
Entering Unmasked Estep 
Score: -15851516.000000 Penalty: 5788.505371
	Iteration 106Q: 3 clusters Score -1.585152e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 109317 members 
Entering Unmasked Estep 
Score: -15851541.000000 Penalty: 5788.505371
	Iteration 107Q: 3 clusters Score -1.585154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -15851573.000000 Penalty: 5788.505371
	Iteration 108Q: 3 clusters Score -1.585157e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -15851576.000000 Penalty: 5788.505371
	Iteration 109Q: 3 clusters Score -1.585158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -15851576.000000 Penalty: 5788.505371
	Iteration 110Q: 3 clusters Score -1.585158e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -15851605.000000 Penalty: 5788.505371
	Iteration 111Q: 3 clusters Score -1.58516e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -15851611.000000 Penalty: 5788.505371
	Iteration 112Q: 3 clusters Score -1.585161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -15851650.000000 Penalty: 5788.505371
	Iteration 113Q: 3 clusters Score -1.585165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -15851632.000000 Penalty: 5788.505371
	Iteration 114Q: 3 clusters Score -1.585163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -15851648.000000 Penalty: 5788.505371
	Iteration 115Q: 3 clusters Score -1.585165e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -15851659.000000 Penalty: 5788.505371
	Iteration 116Q: 3 clusters Score -1.585166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -15851632.000000 Penalty: 5788.505371
	Iteration 117Q: 3 clusters Score -1.585163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -15851644.000000 Penalty: 5788.505371
	Iteration 118Q: 3 clusters Score -1.585164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -15851645.000000 Penalty: 5788.505371
	Iteration 119Q: 3 clusters Score -1.585164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -15851665.000000 Penalty: 5788.505371
	Iteration 120F: 3 clusters Score -1.585166e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -15851680.000000 Penalty: 5788.505371
	Iteration 121Q: 3 clusters Score -1.585168e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -15851701.000000 Penalty: 5788.505371
	Iteration 122Q: 3 clusters Score -1.58517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -15851721.000000 Penalty: 5788.505371
	Iteration 123Q: 3 clusters Score -1.585172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -15851719.000000 Penalty: 5788.505371
	Iteration 124Q: 3 clusters Score -1.585172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -15851718.000000 Penalty: 5788.505371
	Iteration 125Q: 3 clusters Score -1.585172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -15851697.000000 Penalty: 5788.505371
	Iteration 126Q: 3 clusters Score -1.58517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -15851732.000000 Penalty: 5788.505371
	Iteration 127Q: 3 clusters Score -1.585173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -15851739.000000 Penalty: 5788.505371
	Iteration 128Q: 3 clusters Score -1.585174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -15851741.000000 Penalty: 5788.505371
	Iteration 129Q: 3 clusters Score -1.585174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -15851768.000000 Penalty: 5788.505371
	Iteration 130Q: 3 clusters Score -1.585177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -15851782.000000 Penalty: 5788.505371
	Iteration 131Q: 3 clusters Score -1.585178e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -15851777.000000 Penalty: 5788.505371
	Iteration 132Q: 3 clusters Score -1.585178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -15851763.000000 Penalty: 5788.505371
	Iteration 133Q: 3 clusters Score -1.585176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -15851775.000000 Penalty: 5788.505371
	Iteration 134Q: 3 clusters Score -1.585178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -15851783.000000 Penalty: 5788.505371
	Iteration 135Q: 3 clusters Score -1.585178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -15851816.000000 Penalty: 5788.505371
	Iteration 136Q: 3 clusters Score -1.585182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -15851810.000000 Penalty: 5788.505371
	Iteration 137Q: 3 clusters Score -1.585181e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -15851848.000000 Penalty: 5788.505371
	Iteration 138Q: 3 clusters Score -1.585185e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -15851857.000000 Penalty: 5788.505371
	Iteration 139Q: 3 clusters Score -1.585186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -15851884.000000 Penalty: 5788.505371
	Iteration 140F: 3 clusters Score -1.585188e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -15851871.000000 Penalty: 5788.505371
	Iteration 141Q: 3 clusters Score -1.585187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -15851875.000000 Penalty: 5788.505371
	Iteration 142Q: 3 clusters Score -1.585188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -15851865.000000 Penalty: 5788.505371
	Iteration 143Q: 3 clusters Score -1.585186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 111334 members 
Entering Unmasked Estep 
Score: -15851865.000000 Penalty: 5788.505371
	Iteration 144Q: 3 clusters Score -1.585186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -15851849.000000 Penalty: 5788.505371
	Iteration 145Q: 3 clusters Score -1.585185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -15851866.000000 Penalty: 5788.505371
	Iteration 146Q: 3 clusters Score -1.585187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -15851889.000000 Penalty: 5788.505371
	Iteration 147Q: 3 clusters Score -1.585189e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -15851898.000000 Penalty: 5788.505371
	Iteration 148Q: 3 clusters Score -1.58519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -15851878.000000 Penalty: 5788.505371
	Iteration 149Q: 3 clusters Score -1.585188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -15851882.000000 Penalty: 5788.505371
	Iteration 150Q: 3 clusters Score -1.585188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -15851872.000000 Penalty: 5788.505371
	Iteration 151Q: 3 clusters Score -1.585187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 111562 members 
Entering Unmasked Estep 
Score: -15851872.000000 Penalty: 5788.505371
	Iteration 152Q: 3 clusters Score -1.585187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -15851902.000000 Penalty: 5788.505371
	Iteration 153Q: 3 clusters Score -1.58519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -15851916.000000 Penalty: 5788.505371
	Iteration 154Q: 3 clusters Score -1.585192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -15851917.000000 Penalty: 5788.505371
	Iteration 155Q: 3 clusters Score -1.585192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -15851929.000000 Penalty: 5788.505371
	Iteration 156Q: 3 clusters Score -1.585193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -15851943.000000 Penalty: 5788.505371
	Iteration 157Q: 3 clusters Score -1.585194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 111758 members 
Entering Unmasked Estep 
Score: -15851924.000000 Penalty: 5788.505371
	Iteration 158Q: 3 clusters Score -1.585192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -15851944.000000 Penalty: 5788.505371
	Iteration 159Q: 3 clusters Score -1.585194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -15851953.000000 Penalty: 5788.505371
	Iteration 160F: 3 clusters Score -1.585195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -15851976.000000 Penalty: 5788.505371
	Iteration 161Q: 3 clusters Score -1.585198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 111921 members 
Entering Unmasked Estep 
Score: -15851964.000000 Penalty: 5788.505371
	Iteration 162Q: 3 clusters Score -1.585196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -15851974.000000 Penalty: 5788.505371
	Iteration 163Q: 3 clusters Score -1.585197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -15851981.000000 Penalty: 5788.505371
	Iteration 164Q: 3 clusters Score -1.585198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -15851993.000000 Penalty: 5788.505371
	Iteration 165Q: 3 clusters Score -1.585199e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -15851985.000000 Penalty: 5788.505371
	Iteration 166Q: 3 clusters Score -1.585198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -15851986.000000 Penalty: 5788.505371
	Iteration 167Q: 3 clusters Score -1.585199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 112121 members 
Entering Unmasked Estep 
Score: -15851970.000000 Penalty: 5788.505371
	Iteration 168Q: 3 clusters Score -1.585197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -15851985.000000 Penalty: 5788.505371
	Iteration 169Q: 3 clusters Score -1.585198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -15851980.000000 Penalty: 5788.505371
	Iteration 170Q: 3 clusters Score -1.585198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -15851976.000000 Penalty: 5788.505371
	Iteration 171Q: 3 clusters Score -1.585198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -15851971.000000 Penalty: 5788.505371
	Iteration 172Q: 3 clusters Score -1.585197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -15851973.000000 Penalty: 5788.505371
	Iteration 173Q: 3 clusters Score -1.585197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -15851967.000000 Penalty: 5788.505371
	Iteration 174Q: 3 clusters Score -1.585197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 112229 members 
Entering Unmasked Estep 
Score: -15851971.000000 Penalty: 5788.505371
	Iteration 175Q: 3 clusters Score -1.585197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -15851980.000000 Penalty: 5788.505371
	Iteration 176Q: 3 clusters Score -1.585198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 112241 members 
Entering Unmasked Estep 
Score: -15851966.000000 Penalty: 5788.505371
	Iteration 177Q: 3 clusters Score -1.585197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -15851964.000000 Penalty: 5788.505371
	Iteration 178Q: 3 clusters Score -1.585196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -15851962.000000 Penalty: 5788.505371
	Iteration 179Q: 3 clusters Score -1.585196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -15851970.000000 Penalty: 5788.505371
	Iteration 180F: 3 clusters Score -1.585197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -15851971.000000 Penalty: 5788.505371
	Iteration 181Q: 3 clusters Score -1.585197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -15851977.000000 Penalty: 5788.505371
	Iteration 182Q: 3 clusters Score -1.585198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -15851980.000000 Penalty: 5788.505371
	Iteration 183Q: 3 clusters Score -1.585198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -15851979.000000 Penalty: 5788.505371
	Iteration 184Q: 3 clusters Score -1.585198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -15851988.000000 Penalty: 5788.505371
	Iteration 185Q: 3 clusters Score -1.585199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -15851985.000000 Penalty: 5788.505371
	Iteration 186Q: 3 clusters Score -1.585198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -15851995.000000 Penalty: 5788.505371
	Iteration 187Q: 3 clusters Score -1.5852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -15851995.000000 Penalty: 5788.505371
	Iteration 188F: 3 clusters Score -1.5852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140465 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 17897 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252588 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145840.000000 Penalty: 99435.203125
Iteration 279Q: 30 clusters Score -1.341458e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140455 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57377 members 
Mstep: Class 15 contains 17927 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252583 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145800.000000 Penalty: 99435.203125
Iteration 280F: 30 clusters Score -1.341458e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140455 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57377 members 
Mstep: Class 15 contains 17954 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252577 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 117011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145840.000000 Penalty: 99435.203125
Iteration 281Q: 30 clusters Score -1.341458e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140457 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106040 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57380 members 
Mstep: Class 15 contains 17974 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252574 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 116985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 282Q: 30 clusters Score -1.341459e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17823 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140456 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57378 members 
Mstep: Class 15 contains 17998 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252574 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 116963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145896.000000 Penalty: 99435.203125
Iteration 283Q: 30 clusters Score -1.341459e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17824 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140456 members 
Mstep: Class 8 contains 24870 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57376 members 
Mstep: Class 15 contains 18022 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252566 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 116948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 284Q: 30 clusters Score -1.341459e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17824 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140454 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 106035 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57383 members 
Mstep: Class 15 contains 18048 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252555 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7104 members 
Mstep: Class 29 contains 116929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 285Q: 30 clusters Score -1.341459e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17824 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140447 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 106033 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57387 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252558 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7105 members 
Mstep: Class 29 contains 116910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 286Q: 30 clusters Score -1.341459e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17824 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140445 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106032 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57390 members 
Mstep: Class 15 contains 18094 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252555 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7106 members 
Mstep: Class 29 contains 116891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145944.000000 Penalty: 99435.203125
Iteration 287Q: 30 clusters Score -1.341459e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17826 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140447 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 18113 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252554 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7107 members 
Mstep: Class 29 contains 116859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145904.000000 Penalty: 99435.203125
Iteration 288Q: 30 clusters Score -1.341459e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140445 members 
Mstep: Class 8 contains 24867 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106033 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57401 members 
Mstep: Class 15 contains 18129 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252556 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7109 members 
Mstep: Class 29 contains 116833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145936.000000 Penalty: 99435.203125
Iteration 289Q: 30 clusters Score -1.341459e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17829 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140448 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57400 members 
Mstep: Class 15 contains 18152 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252551 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 116809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145984.000000 Penalty: 99435.203125
Iteration 290Q: 30 clusters Score -1.34146e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140450 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57404 members 
Mstep: Class 15 contains 18172 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252546 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 116789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145968.000000 Penalty: 99435.203125
Iteration 291Q: 30 clusters Score -1.34146e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140451 members 
Mstep: Class 8 contains 24870 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57405 members 
Mstep: Class 15 contains 18183 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252548 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 116770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145984.000000 Penalty: 99435.203125
Iteration 292Q: 30 clusters Score -1.34146e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140450 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57408 members 
Mstep: Class 15 contains 18199 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252552 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 116749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145928.000000 Penalty: 99435.203125
Iteration 293Q: 30 clusters Score -1.341459e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140450 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106034 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57409 members 
Mstep: Class 15 contains 18209 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252560 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 294Q: 30 clusters Score -1.34146e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140452 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106035 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57409 members 
Mstep: Class 15 contains 18219 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252563 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145984.000000 Penalty: 99435.203125
Iteration 295Q: 30 clusters Score -1.34146e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140453 members 
Mstep: Class 8 contains 24870 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57413 members 
Mstep: Class 15 contains 18231 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252559 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 296Q: 30 clusters Score -1.341459e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140453 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57414 members 
Mstep: Class 15 contains 18240 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252560 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145928.000000 Penalty: 99435.203125
Iteration 297Q: 30 clusters Score -1.341459e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140457 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57417 members 
Mstep: Class 15 contains 18252 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252559 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 298Q: 30 clusters Score -1.341459e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140461 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57414 members 
Mstep: Class 15 contains 18267 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252561 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 299Q: 30 clusters Score -1.341459e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140464 members 
Mstep: Class 8 contains 24877 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106037 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57414 members 
Mstep: Class 15 contains 18279 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252556 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145816.000000 Penalty: 99435.203125
Iteration 300F: 30 clusters Score -1.341458e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140459 members 
Mstep: Class 8 contains 24879 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106038 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57416 members 
Mstep: Class 15 contains 18297 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252551 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 301Q: 30 clusters Score -1.341459e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140454 members 
Mstep: Class 8 contains 24879 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57413 members 
Mstep: Class 15 contains 18316 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252544 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 116608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145896.000000 Penalty: 99435.203125
Iteration 302Q: 30 clusters Score -1.341459e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140451 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57416 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252536 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145928.000000 Penalty: 99435.203125
Iteration 303Q: 30 clusters Score -1.341459e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140449 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106039 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57421 members 
Mstep: Class 15 contains 18371 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93624 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252514 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145896.000000 Penalty: 99435.203125
Iteration 304Q: 30 clusters Score -1.341459e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140452 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106040 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57420 members 
Mstep: Class 15 contains 18402 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252498 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145888.000000 Penalty: 99435.203125
Iteration 305Q: 30 clusters Score -1.341459e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140453 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 18426 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35765 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252489 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 306Q: 30 clusters Score -1.341459e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140454 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57424 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35767 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252474 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145792.000000 Penalty: 99435.203125
Iteration 307Q: 30 clusters Score -1.341458e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140455 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57425 members 
Mstep: Class 15 contains 18475 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35767 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252461 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 308Q: 30 clusters Score -1.341459e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17835 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140452 members 
Mstep: Class 8 contains 24865 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106044 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57428 members 
Mstep: Class 15 contains 18493 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35767 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252458 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145904.000000 Penalty: 99435.203125
Iteration 309Q: 30 clusters Score -1.341459e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17839 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140446 members 
Mstep: Class 8 contains 24862 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106045 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57428 members 
Mstep: Class 15 contains 18511 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35766 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252455 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 310Q: 30 clusters Score -1.341459e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17839 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140443 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106045 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57428 members 
Mstep: Class 15 contains 18525 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252453 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 311Q: 30 clusters Score -1.34146e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17839 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140441 members 
Mstep: Class 8 contains 24862 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106044 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57428 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252456 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145968.000000 Penalty: 99435.203125
Iteration 312Q: 30 clusters Score -1.34146e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17839 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140442 members 
Mstep: Class 8 contains 24861 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106044 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57426 members 
Mstep: Class 15 contains 18536 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252454 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 313Q: 30 clusters Score -1.34146e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140442 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57426 members 
Mstep: Class 15 contains 18541 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252453 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145984.000000 Penalty: 99435.203125
Iteration 314Q: 30 clusters Score -1.34146e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140441 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57426 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252449 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146016.000000 Penalty: 99435.203125
Iteration 315Q: 30 clusters Score -1.34146e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140439 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57426 members 
Mstep: Class 15 contains 18553 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93623 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252449 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145984.000000 Penalty: 99435.203125
Iteration 316Q: 30 clusters Score -1.34146e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57424 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252446 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145968.000000 Penalty: 99435.203125
Iteration 317Q: 30 clusters Score -1.34146e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57426 members 
Mstep: Class 15 contains 18569 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252446 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 318Q: 30 clusters Score -1.34146e+08 nChanged 10
Entering ConstructFrom: 
Score: -134145960.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162337.421875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162337.4 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 658 members 
Entering Unmasked Estep 
Score: -160329.187500 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160329.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160913.203125 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160913.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161288.265625 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161288.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161859.453125 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -161859.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162373.703125 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -162373.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -162958.703125 Penalty: 3568.068359
	Iteration 5F: 3 clusters Score -162958.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163353.437500 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -163353.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -163461.781250 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -163461.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163510.859375 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -163510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -163520.531250 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -163520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163524.437500 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -163526.562500 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -163527.406250 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -163528.609375 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -163528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163529.734375 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -163529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -163532.562500 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -163532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163535.640625 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -163535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163535.640625 Penalty: 3568.068359
	Iteration 17F: 3 clusters Score -163535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57427 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252444 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116477 members 
Mstep: Class 30 contains 844 members 
Entering Unmasked Estep 
Score: -134145560.000000 Penalty: 102864.000000
Splitting cluster 1 changes total score from -134145960.000000 to -134145560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Entering Unmasked Estep 
Score: -2456180.250000 Penalty: 2427.721436
	Iteration 0F: 2 clusters Score -2456180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2443353.750000 Penalty: 4855.442871
	Iteration 0F: 3 clusters Score -2443354 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2447707.250000 Penalty: 4855.442871
	Iteration 1F: 3 clusters Score -2447707 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2448209.250000 Penalty: 4855.442871
	Iteration 2F: 3 clusters Score -2448209 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2448767.000000 Penalty: 4855.442871
	Iteration 3F: 3 clusters Score -2448767 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2449432.750000 Penalty: 4855.442871
	Iteration 4F: 3 clusters Score -2449433 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2450057.000000 Penalty: 4855.442871
	Iteration 5F: 3 clusters Score -2450057 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2450793.000000 Penalty: 4855.442871
	Iteration 6F: 3 clusters Score -2450793 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2451561.000000 Penalty: 4855.442871
	Iteration 7F: 3 clusters Score -2451561 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2452273.500000 Penalty: 4855.442871
	Iteration 8F: 3 clusters Score -2452274 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2452858.500000 Penalty: 4855.442871
	Iteration 9Q: 3 clusters Score -2452858 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2453327.000000 Penalty: 4855.442871
	Iteration 10Q: 3 clusters Score -2453327 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2453685.250000 Penalty: 4855.442871
	Iteration 11Q: 3 clusters Score -2453685 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2453944.750000 Penalty: 4855.442871
	Iteration 12Q: 3 clusters Score -2453945 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2454119.000000 Penalty: 4855.442871
	Iteration 13Q: 3 clusters Score -2454119 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2454253.000000 Penalty: 4855.442871
	Iteration 14Q: 3 clusters Score -2454253 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2454331.250000 Penalty: 4855.442871
	Iteration 15Q: 3 clusters Score -2454331 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2454389.000000 Penalty: 4855.442871
	Iteration 16Q: 3 clusters Score -2454389 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2454445.750000 Penalty: 4855.442871
	Iteration 17Q: 3 clusters Score -2454446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2454498.000000 Penalty: 4855.442871
	Iteration 18Q: 3 clusters Score -2454498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2454534.750000 Penalty: 4855.442871
	Iteration 19Q: 3 clusters Score -2454535 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2454559.000000 Penalty: 4855.442871
	Iteration 20F: 3 clusters Score -2454559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2454589.500000 Penalty: 4855.442871
	Iteration 21Q: 3 clusters Score -2454590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2454614.000000 Penalty: 4855.442871
	Iteration 22Q: 3 clusters Score -2454614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2454637.000000 Penalty: 4855.442871
	Iteration 23Q: 3 clusters Score -2454637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2454656.250000 Penalty: 4855.442871
	Iteration 24Q: 3 clusters Score -2454656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2454674.750000 Penalty: 4855.442871
	Iteration 25Q: 3 clusters Score -2454675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2454684.750000 Penalty: 4855.442871
	Iteration 26Q: 3 clusters Score -2454685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2454704.750000 Penalty: 4855.442871
	Iteration 27Q: 3 clusters Score -2454705 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2454726.250000 Penalty: 4855.442871
	Iteration 28Q: 3 clusters Score -2454726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2454754.750000 Penalty: 4855.442871
	Iteration 29Q: 3 clusters Score -2454755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2454782.500000 Penalty: 4855.442871
	Iteration 30Q: 3 clusters Score -2454782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2454805.500000 Penalty: 4855.442871
	Iteration 31Q: 3 clusters Score -2454806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2454836.500000 Penalty: 4855.442871
	Iteration 32Q: 3 clusters Score -2454836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2454854.750000 Penalty: 4855.442871
	Iteration 33Q: 3 clusters Score -2454855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2454879.500000 Penalty: 4855.442871
	Iteration 34Q: 3 clusters Score -2454880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2454893.000000 Penalty: 4855.442871
	Iteration 35Q: 3 clusters Score -2454893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2454917.000000 Penalty: 4855.442871
	Iteration 36Q: 3 clusters Score -2454917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2454944.500000 Penalty: 4855.442871
	Iteration 37Q: 3 clusters Score -2454944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2454951.750000 Penalty: 4855.442871
	Iteration 38Q: 3 clusters Score -2454952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2454963.750000 Penalty: 4855.442871
	Iteration 39Q: 3 clusters Score -2454964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2454970.250000 Penalty: 4855.442871
	Iteration 40F: 3 clusters Score -2454970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2454971.250000 Penalty: 4855.442871
	Iteration 41Q: 3 clusters Score -2454971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2454976.000000 Penalty: 4855.442871
	Iteration 42Q: 3 clusters Score -2454976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2454980.250000 Penalty: 4855.442871
	Iteration 43Q: 3 clusters Score -2454980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2454982.250000 Penalty: 4855.442871
	Iteration 44Q: 3 clusters Score -2454982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2454981.750000 Penalty: 4855.442871
	Iteration 45Q: 3 clusters Score -2454982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2454988.000000 Penalty: 4855.442871
	Iteration 46Q: 3 clusters Score -2454988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2454992.500000 Penalty: 4855.442871
	Iteration 47Q: 3 clusters Score -2454992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2454994.000000 Penalty: 4855.442871
	Iteration 48Q: 3 clusters Score -2454994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2454998.000000 Penalty: 4855.442871
	Iteration 49Q: 3 clusters Score -2454998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2454995.750000 Penalty: 4855.442871
	Iteration 50Q: 3 clusters Score -2454996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2454997.500000 Penalty: 4855.442871
	Iteration 51Q: 3 clusters Score -2454998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2454992.750000 Penalty: 4855.442871
	Iteration 52Q: 3 clusters Score -2454993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2454992.500000 Penalty: 4855.442871
	Iteration 53Q: 3 clusters Score -2454992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2454998.750000 Penalty: 4855.442871
	Iteration 54Q: 3 clusters Score -2454999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2454999.250000 Penalty: 4855.442871
	Iteration 55Q: 3 clusters Score -2454999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2455002.000000 Penalty: 4855.442871
	Iteration 56Q: 3 clusters Score -2455002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2455002.500000 Penalty: 4855.442871
	Iteration 57Q: 3 clusters Score -2455002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2455003.250000 Penalty: 4855.442871
	Iteration 58Q: 3 clusters Score -2455003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2455004.500000 Penalty: 4855.442871
	Iteration 59Q: 3 clusters Score -2455004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2455003.750000 Penalty: 4855.442871
	Iteration 60F: 3 clusters Score -2455004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2455004.750000 Penalty: 4855.442871
	Iteration 61Q: 3 clusters Score -2455005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2455007.750000 Penalty: 4855.442871
	Iteration 62Q: 3 clusters Score -2455008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2455003.000000 Penalty: 4855.442871
	Iteration 63Q: 3 clusters Score -2455003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2455007.750000 Penalty: 4855.442871
	Iteration 64Q: 3 clusters Score -2455008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2455010.000000 Penalty: 4855.442871
	Iteration 65Q: 3 clusters Score -2455010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2455010.750000 Penalty: 4855.442871
	Iteration 66Q: 3 clusters Score -2455011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2455010.750000 Penalty: 4855.442871
	Iteration 67Q: 3 clusters Score -2455011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2455011.750000 Penalty: 4855.442871
	Iteration 68Q: 3 clusters Score -2455012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2455011.750000 Penalty: 4855.442871
	Iteration 69F: 3 clusters Score -2455012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -406048.562500 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -406048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -402699.750000 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -402699.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -403488.187500 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -403488.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403792.687500 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -403792.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -403969.312500 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -403969.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -404075.562500 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -404075.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -404165.312500 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -404165.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -404234.500000 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -404234.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -404280.531250 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -404280.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -404325.187500 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -404325.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -404354.468750 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -404354.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -404378.281250 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -404378.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -404398.968750 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -404399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -404415.812500 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -404415.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -404430.187500 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -404430.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -404444.656250 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -404444.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -404456.968750 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -404457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -404466.156250 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -404466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -404473.031250 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -404473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -404480.531250 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -404480.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -404489.281250 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -404489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -404496.812500 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -404496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -404499.562500 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -404499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -404502.468750 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -404502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -404505.375000 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -404505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -404507.937500 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -404507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -404510.156250 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -404510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -404510.875000 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -404510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -404511.843750 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -404511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -404511.843750 Penalty: 3985.337646
	Iteration 28F: 3 clusters Score -404511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -353724.437500 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -353724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -350695.437500 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -350695.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -351249.406250 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -351249.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -351373.937500 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -351373.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -351437.687500 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -351437.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -351477.750000 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -351477.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351506.062500 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -351506.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -351527.718750 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -351527.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -351545.312500 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -351545.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -351558.343750 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -351558.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -351566.312500 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -351566.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -351573.468750 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -351573.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -351582.187500 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -351582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -351585.718750 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -351585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -351587.062500 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -351587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -351588.343750 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -351588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -351590.937500 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -351590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -351593.593750 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -351593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -351594.375000 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -351594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -351595.656250 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -351595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -351599.031250 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -351599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -351600.968750 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -351601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -351603.656250 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -351603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -351606.156250 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -351606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -351607.875000 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -351607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -351609.656250 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -351609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -351610.437500 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -351610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -351610.437500 Penalty: 3901.513916
	Iteration 26F: 3 clusters Score -351610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 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 546 members 
Entering Unmasked Estep 
Score: -150272.750000 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150272.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150568.187500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150568.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150665.078125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150665.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150713.437500 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150713.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150734.484375 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150734.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150751.031250 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150764.921875 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150771.593750 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150772.671875 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150772.671875 Penalty: 3480.683105
	Iteration 9F: 3 clusters Score -150772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -915936.250000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915936.2 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -917637.000000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917637 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -918095.750000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -918095.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -918421.312500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918421.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -918673.062500 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918673.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -918909.437500 Penalty: 4385.788574
	Iteration 5Q: 3 clusters Score -918909.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -919158.000000 Penalty: 4385.788574
	Iteration 6Q: 3 clusters Score -919158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -919430.312500 Penalty: 4385.788574
	Iteration 7Q: 3 clusters Score -919430.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -919656.437500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919656.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -919817.687500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919817.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -919941.812500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -919941.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -920032.312500 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -920032.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -920083.562500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -920083.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -920126.375000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -920126.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -920160.187500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -920160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -920185.625000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -920185.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -920200.000000 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -920200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -920207.937500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -920207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -920212.062500 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -920212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -920216.375000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -920221.187500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -920227.875000 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -920238.437500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -920242.312500 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -920245.062500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -920245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -920249.875000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -920249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -920251.687500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -920251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -920256.500000 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -920256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -920259.812500 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -920259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -920261.437500 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -920261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -920261.937500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -920261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -920262.500000 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -920262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -920262.500000 Penalty: 4385.788574
	Iteration 32F: 3 clusters Score -920262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140437 members 
Entering Unmasked Estep 
Score: -19141888.000000 Penalty: 2939.423584
	Iteration 0F: 2 clusters Score -1.914189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -19050532.000000 Penalty: 5878.847168
	Iteration 0F: 3 clusters Score -1.905053e+07 nChanged 66953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -19088868.000000 Penalty: 5878.847168
	Iteration 1F: 3 clusters Score -1.908887e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -19089576.000000 Penalty: 5878.847168
	Iteration 2Q: 3 clusters Score -1.908958e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -19090274.000000 Penalty: 5878.847168
	Iteration 3Q: 3 clusters Score -1.909027e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -19091356.000000 Penalty: 5878.847168
	Iteration 4Q: 3 clusters Score -1.909136e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -19092864.000000 Penalty: 5878.847168
	Iteration 5Q: 3 clusters Score -1.909286e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -19094888.000000 Penalty: 5878.847168
	Iteration 6Q: 3 clusters Score -1.909489e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -19098126.000000 Penalty: 5878.847168
	Iteration 7Q: 3 clusters Score -1.909813e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -19103276.000000 Penalty: 5878.847168
	Iteration 8F: 3 clusters Score -1.910328e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104202 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -19110916.000000 Penalty: 5878.847168
	Iteration 9F: 3 clusters Score -1.911092e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114227 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -19119422.000000 Penalty: 5878.847168
	Iteration 10F: 3 clusters Score -1.911942e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -19127048.000000 Penalty: 5878.847168
	Iteration 11F: 3 clusters Score -1.912705e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -19132454.000000 Penalty: 5878.847168
	Iteration 12Q: 3 clusters Score -1.913245e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -19135756.000000 Penalty: 5878.847168
	Iteration 13Q: 3 clusters Score -1.913576e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -19137388.000000 Penalty: 5878.847168
	Iteration 14Q: 3 clusters Score -1.913739e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -19138292.000000 Penalty: 5878.847168
	Iteration 15Q: 3 clusters Score -1.913829e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19138784.000000 Penalty: 5878.847168
	Iteration 16Q: 3 clusters Score -1.913878e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139190 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19139060.000000 Penalty: 5878.847168
	Iteration 17Q: 3 clusters Score -1.913906e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19139216.000000 Penalty: 5878.847168
	Iteration 18Q: 3 clusters Score -1.913922e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139589 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19139272.000000 Penalty: 5878.847168
	Iteration 19Q: 3 clusters Score -1.913927e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -19139340.000000 Penalty: 5878.847168
	Iteration 20F: 3 clusters Score -1.913934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139735 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19139338.000000 Penalty: 5878.847168
	Iteration 21Q: 3 clusters Score -1.913934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139780 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19139374.000000 Penalty: 5878.847168
	Iteration 22Q: 3 clusters Score -1.913937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19139412.000000 Penalty: 5878.847168
	Iteration 23Q: 3 clusters Score -1.913941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -19139434.000000 Penalty: 5878.847168
	Iteration 24Q: 3 clusters Score -1.913943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19139432.000000 Penalty: 5878.847168
	Iteration 25Q: 3 clusters Score -1.913943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19139454.000000 Penalty: 5878.847168
	Iteration 26Q: 3 clusters Score -1.913945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -19139468.000000 Penalty: 5878.847168
	Iteration 27Q: 3 clusters Score -1.913947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19139450.000000 Penalty: 5878.847168
	Iteration 28Q: 3 clusters Score -1.913945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19139466.000000 Penalty: 5878.847168
	Iteration 29Q: 3 clusters Score -1.913947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -19139482.000000 Penalty: 5878.847168
	Iteration 30Q: 3 clusters Score -1.913948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139922 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19139498.000000 Penalty: 5878.847168
	Iteration 31Q: 3 clusters Score -1.91395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139927 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -19139484.000000 Penalty: 5878.847168
	Iteration 32Q: 3 clusters Score -1.913948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139931 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19139492.000000 Penalty: 5878.847168
	Iteration 33Q: 3 clusters Score -1.913949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139933 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19139500.000000 Penalty: 5878.847168
	Iteration 34Q: 3 clusters Score -1.91395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -19139508.000000 Penalty: 5878.847168
	Iteration 35Q: 3 clusters Score -1.913951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19139502.000000 Penalty: 5878.847168
	Iteration 36Q: 3 clusters Score -1.91395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19139506.000000 Penalty: 5878.847168
	Iteration 37Q: 3 clusters Score -1.913951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19139506.000000 Penalty: 5878.847168
	Iteration 38F: 3 clusters Score -1.913951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Entering Unmasked Estep 
Score: -3433325.500000 Penalty: 2509.941895
	Iteration 0F: 2 clusters Score -3433326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3416147.500000 Penalty: 5019.883789
	Iteration 0F: 3 clusters Score -3416148 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3422143.000000 Penalty: 5019.883789
	Iteration 1F: 3 clusters Score -3422143 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3422479.500000 Penalty: 5019.883789
	Iteration 2Q: 3 clusters Score -3422480 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3422786.000000 Penalty: 5019.883789
	Iteration 3Q: 3 clusters Score -3422786 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3423116.500000 Penalty: 5019.883789
	Iteration 4Q: 3 clusters Score -3423116 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3423518.500000 Penalty: 5019.883789
	Iteration 5Q: 3 clusters Score -3423518 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3424099.500000 Penalty: 5019.883789
	Iteration 6Q: 3 clusters Score -3424100 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3424910.250000 Penalty: 5019.883789
	Iteration 7F: 3 clusters Score -3424910 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3426084.000000 Penalty: 5019.883789
	Iteration 8F: 3 clusters Score -3426084 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3427536.250000 Penalty: 5019.883789
	Iteration 9F: 3 clusters Score -3427536 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3428961.750000 Penalty: 5019.883789
	Iteration 10F: 3 clusters Score -3428962 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3429970.250000 Penalty: 5019.883789
	Iteration 11Q: 3 clusters Score -3429970 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3430544.250000 Penalty: 5019.883789
	Iteration 12Q: 3 clusters Score -3430544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3430841.250000 Penalty: 5019.883789
	Iteration 13Q: 3 clusters Score -3430841 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3431004.000000 Penalty: 5019.883789
	Iteration 14Q: 3 clusters Score -3431004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3431080.750000 Penalty: 5019.883789
	Iteration 15Q: 3 clusters Score -3431081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3431151.000000 Penalty: 5019.883789
	Iteration 16Q: 3 clusters Score -3431151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3431177.250000 Penalty: 5019.883789
	Iteration 17Q: 3 clusters Score -3431177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3431207.250000 Penalty: 5019.883789
	Iteration 18Q: 3 clusters Score -3431207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3431219.750000 Penalty: 5019.883789
	Iteration 19Q: 3 clusters Score -3431220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3431240.250000 Penalty: 5019.883789
	Iteration 20F: 3 clusters Score -3431240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3431251.750000 Penalty: 5019.883789
	Iteration 21Q: 3 clusters Score -3431252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3431262.000000 Penalty: 5019.883789
	Iteration 22Q: 3 clusters Score -3431262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3431271.750000 Penalty: 5019.883789
	Iteration 23Q: 3 clusters Score -3431272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3431279.500000 Penalty: 5019.883789
	Iteration 24Q: 3 clusters Score -3431280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3431280.500000 Penalty: 5019.883789
	Iteration 25Q: 3 clusters Score -3431280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3431283.250000 Penalty: 5019.883789
	Iteration 26Q: 3 clusters Score -3431283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3431282.000000 Penalty: 5019.883789
	Iteration 27Q: 3 clusters Score -3431282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3431284.500000 Penalty: 5019.883789
	Iteration 28Q: 3 clusters Score -3431284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3431288.750000 Penalty: 5019.883789
	Iteration 29Q: 3 clusters Score -3431289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3431288.250000 Penalty: 5019.883789
	Iteration 30Q: 3 clusters Score -3431288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3431291.250000 Penalty: 5019.883789
	Iteration 31Q: 3 clusters Score -3431291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3431296.000000 Penalty: 5019.883789
	Iteration 32Q: 3 clusters Score -3431296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3431297.500000 Penalty: 5019.883789
	Iteration 33Q: 3 clusters Score -3431298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3431295.500000 Penalty: 5019.883789
	Iteration 34Q: 3 clusters Score -3431296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3431302.250000 Penalty: 5019.883789
	Iteration 35Q: 3 clusters Score -3431302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3431310.250000 Penalty: 5019.883789
	Iteration 36Q: 3 clusters Score -3431310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3431316.500000 Penalty: 5019.883789
	Iteration 37Q: 3 clusters Score -3431316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3431318.500000 Penalty: 5019.883789
	Iteration 38Q: 3 clusters Score -3431318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3431322.750000 Penalty: 5019.883789
	Iteration 39Q: 3 clusters Score -3431323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3431322.000000 Penalty: 5019.883789
	Iteration 40F: 3 clusters Score -3431322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3431327.000000 Penalty: 5019.883789
	Iteration 41Q: 3 clusters Score -3431327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3431322.500000 Penalty: 5019.883789
	Iteration 42Q: 3 clusters Score -3431322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3431323.500000 Penalty: 5019.883789
	Iteration 43Q: 3 clusters Score -3431324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3431323.500000 Penalty: 5019.883789
	Iteration 44F: 3 clusters Score -3431324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Entering Unmasked Estep 
Score: -9913106.000000 Penalty: 2780.993408
	Iteration 0F: 2 clusters Score -9913106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9863329.000000 Penalty: 5561.986816
	Iteration 0F: 3 clusters Score -9863329 nChanged 34699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -9883095.000000 Penalty: 5561.986816
	Iteration 1F: 3 clusters Score -9883095 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -9883672.000000 Penalty: 5561.986816
	Iteration 2Q: 3 clusters Score -9883672 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -9884244.000000 Penalty: 5561.986816
	Iteration 3Q: 3 clusters Score -9884244 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9884844.000000 Penalty: 5561.986816
	Iteration 4Q: 3 clusters Score -9884844 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -9885544.000000 Penalty: 5561.986816
	Iteration 5Q: 3 clusters Score -9885544 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -9886474.000000 Penalty: 5561.986816
	Iteration 6Q: 3 clusters Score -9886474 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -9887993.000000 Penalty: 5561.986816
	Iteration 7Q: 3 clusters Score -9887993 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -9890344.000000 Penalty: 5561.986816
	Iteration 8F: 3 clusters Score -9890344 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -9893822.000000 Penalty: 5561.986816
	Iteration 9F: 3 clusters Score -9893822 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -9898371.000000 Penalty: 5561.986816
	Iteration 10F: 3 clusters Score -9898371 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -9902862.000000 Penalty: 5561.986816
	Iteration 11F: 3 clusters Score -9902862 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -9906378.000000 Penalty: 5561.986816
	Iteration 12F: 3 clusters Score -9906378 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -9908543.000000 Penalty: 5561.986816
	Iteration 13Q: 3 clusters Score -9908543 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -9909631.000000 Penalty: 5561.986816
	Iteration 14Q: 3 clusters Score -9909631 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -9910165.000000 Penalty: 5561.986816
	Iteration 15Q: 3 clusters Score -9910165 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -9910380.000000 Penalty: 5561.986816
	Iteration 16Q: 3 clusters Score -9910380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -9910500.000000 Penalty: 5561.986816
	Iteration 17Q: 3 clusters Score -9910500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -9910568.000000 Penalty: 5561.986816
	Iteration 18Q: 3 clusters Score -9910568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -9910603.000000 Penalty: 5561.986816
	Iteration 19Q: 3 clusters Score -9910603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -9910633.000000 Penalty: 5561.986816
	Iteration 20F: 3 clusters Score -9910633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -9910657.000000 Penalty: 5561.986816
	Iteration 21Q: 3 clusters Score -9910657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -9910669.000000 Penalty: 5561.986816
	Iteration 22Q: 3 clusters Score -9910669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -9910676.000000 Penalty: 5561.986816
	Iteration 23Q: 3 clusters Score -9910676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -9910674.000000 Penalty: 5561.986816
	Iteration 24Q: 3 clusters Score -9910674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -9910678.000000 Penalty: 5561.986816
	Iteration 25Q: 3 clusters Score -9910678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -9910684.000000 Penalty: 5561.986816
	Iteration 26Q: 3 clusters Score -9910684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -9910704.000000 Penalty: 5561.986816
	Iteration 27Q: 3 clusters Score -9910704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -9910711.000000 Penalty: 5561.986816
	Iteration 28Q: 3 clusters Score -9910711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -9910709.000000 Penalty: 5561.986816
	Iteration 29Q: 3 clusters Score -9910709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -9910713.000000 Penalty: 5561.986816
	Iteration 30Q: 3 clusters Score -9910713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -9910713.000000 Penalty: 5561.986816
	Iteration 31F: 3 clusters Score -9910713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -114245.062500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -114245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112380.085938 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -112380.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112771.750000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -112771.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113016.406250 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -113016.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113144.242188 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -113144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113227.960938 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -113228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -113310.429688 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -113310.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -113415.304688 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -113415.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113487.039062 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -113487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113531.820312 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -113531.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113585.984375 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -113586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -113613.460938 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -113613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113646.765625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -113646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113694.687500 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -113694.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113741.828125 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -113741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113783.984375 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -113784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113882.125000 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -113882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113971.125000 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -113971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114031.007812 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -114031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114057.976562 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -114058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114073.765625 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -114073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114098.906250 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -114098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114121.406250 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -114121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114130.453125 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -114130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114133.460938 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -114133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114135.593750 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -114135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114139.335938 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -114139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114141.937500 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -114141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114141.937500 Penalty: 3376.735596
	Iteration 27F: 3 clusters Score -114141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -807858.625000 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -807858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -802514.687500 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -802514.7 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -803857.125000 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -803857.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -804138.875000 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -804138.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -804325.937500 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -804325.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -804473.812500 Penalty: 4338.134766
	Iteration 4Q: 3 clusters Score -804473.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -804592.875000 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -804592.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -804686.187500 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -804686.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -804762.687500 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -804762.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -804823.625000 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -804823.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -804871.437500 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -804871.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -804901.500000 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -804901.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -804935.312500 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -804935.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -804974.687500 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -804974.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -805007.625000 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -805007.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -805043.562500 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -805043.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -805083.562500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -805083.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -805123.437500 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -805123.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -805161.125000 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -805161.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -805198.875000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -805198.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -805235.312500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -805235.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -805266.750000 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -805266.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -805295.062500 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -805295.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -805321.125000 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -805321.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -805342.437500 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -805342.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -805358.812500 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -805358.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -805374.187500 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -805374.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -805386.312500 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -805386.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -805397.437500 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -805397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -805406.375000 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -805406.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -805419.375000 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -805419.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -805435.187500 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -805435.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -805448.562500 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -805448.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -805463.375000 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -805463.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -805476.187500 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -805476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -805487.437500 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -805487.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -805495.812500 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -805495.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -805504.687500 Penalty: 4338.134766
	Iteration 36Q: 3 clusters Score -805504.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -805517.750000 Penalty: 4338.134766
	Iteration 37Q: 3 clusters Score -805517.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -805526.937500 Penalty: 4338.134766
	Iteration 38Q: 3 clusters Score -805526.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -805539.375000 Penalty: 4338.134766
	Iteration 39Q: 3 clusters Score -805539.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -805551.000000 Penalty: 4338.134766
	Iteration 40F: 3 clusters Score -805551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -805558.562500 Penalty: 4338.134766
	Iteration 41Q: 3 clusters Score -805558.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -805567.187500 Penalty: 4338.134766
	Iteration 42Q: 3 clusters Score -805567.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -805578.062500 Penalty: 4338.134766
	Iteration 43Q: 3 clusters Score -805578.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -805591.812500 Penalty: 4338.134766
	Iteration 44Q: 3 clusters Score -805591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -805602.812500 Penalty: 4338.134766
	Iteration 45Q: 3 clusters Score -805602.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -805615.437500 Penalty: 4338.134766
	Iteration 46Q: 3 clusters Score -805615.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -805630.687500 Penalty: 4338.134766
	Iteration 47Q: 3 clusters Score -805630.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -805639.500000 Penalty: 4338.134766
	Iteration 48Q: 3 clusters Score -805639.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -805652.187500 Penalty: 4338.134766
	Iteration 49Q: 3 clusters Score -805652.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -805665.187500 Penalty: 4338.134766
	Iteration 50Q: 3 clusters Score -805665.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -805673.187500 Penalty: 4338.134766
	Iteration 51Q: 3 clusters Score -805673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -805688.125000 Penalty: 4338.134766
	Iteration 52Q: 3 clusters Score -805688.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -805705.750000 Penalty: 4338.134766
	Iteration 53Q: 3 clusters Score -805705.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -805721.062500 Penalty: 4338.134766
	Iteration 54Q: 3 clusters Score -805721.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -805747.875000 Penalty: 4338.134766
	Iteration 55Q: 3 clusters Score -805747.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -805766.375000 Penalty: 4338.134766
	Iteration 56Q: 3 clusters Score -805766.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -805793.437500 Penalty: 4338.134766
	Iteration 57Q: 3 clusters Score -805793.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -805821.000000 Penalty: 4338.134766
	Iteration 58Q: 3 clusters Score -805821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -805839.750000 Penalty: 4338.134766
	Iteration 59Q: 3 clusters Score -805839.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -805856.062500 Penalty: 4338.134766
	Iteration 60F: 3 clusters Score -805856.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -805873.062500 Penalty: 4338.134766
	Iteration 61Q: 3 clusters Score -805873.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -805886.750000 Penalty: 4338.134766
	Iteration 62Q: 3 clusters Score -805886.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -805906.500000 Penalty: 4338.134766
	Iteration 63Q: 3 clusters Score -805906.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -805931.562500 Penalty: 4338.134766
	Iteration 64Q: 3 clusters Score -805931.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -805950.875000 Penalty: 4338.134766
	Iteration 65Q: 3 clusters Score -805950.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -805971.187500 Penalty: 4338.134766
	Iteration 66Q: 3 clusters Score -805971.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -805992.437500 Penalty: 4338.134766
	Iteration 67Q: 3 clusters Score -805992.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -806009.625000 Penalty: 4338.134766
	Iteration 68Q: 3 clusters Score -806009.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -806023.687500 Penalty: 4338.134766
	Iteration 69Q: 3 clusters Score -806023.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -806033.937500 Penalty: 4338.134766
	Iteration 70Q: 3 clusters Score -806033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -806041.062500 Penalty: 4338.134766
	Iteration 71Q: 3 clusters Score -806041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -806048.687500 Penalty: 4338.134766
	Iteration 72Q: 3 clusters Score -806048.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -806058.937500 Penalty: 4338.134766
	Iteration 73Q: 3 clusters Score -806058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -806064.687500 Penalty: 4338.134766
	Iteration 74Q: 3 clusters Score -806064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -806070.875000 Penalty: 4338.134766
	Iteration 75Q: 3 clusters Score -806070.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -806077.562500 Penalty: 4338.134766
	Iteration 76Q: 3 clusters Score -806077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -806079.375000 Penalty: 4338.134766
	Iteration 77Q: 3 clusters Score -806079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -806083.000000 Penalty: 4338.134766
	Iteration 78Q: 3 clusters Score -806083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -806087.500000 Penalty: 4338.134766
	Iteration 79Q: 3 clusters Score -806087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -806088.375000 Penalty: 4338.134766
	Iteration 80F: 3 clusters Score -806088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -806093.750000 Penalty: 4338.134766
	Iteration 81Q: 3 clusters Score -806093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -806097.500000 Penalty: 4338.134766
	Iteration 82Q: 3 clusters Score -806097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -806098.187500 Penalty: 4338.134766
	Iteration 83Q: 3 clusters Score -806098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -806098.125000 Penalty: 4338.134766
	Iteration 84Q: 3 clusters Score -806098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -806098.875000 Penalty: 4338.134766
	Iteration 85Q: 3 clusters Score -806098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -806098.812500 Penalty: 4338.134766
	Iteration 86Q: 3 clusters Score -806098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -806098.312500 Penalty: 4338.134766
	Iteration 87Q: 3 clusters Score -806098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -806099.000000 Penalty: 4338.134766
	Iteration 88Q: 3 clusters Score -806099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -806101.625000 Penalty: 4338.134766
	Iteration 89Q: 3 clusters Score -806101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -806102.375000 Penalty: 4338.134766
	Iteration 90Q: 3 clusters Score -806102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -806103.375000 Penalty: 4338.134766
	Iteration 91Q: 3 clusters Score -806103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -806103.375000 Penalty: 4338.134766
	Iteration 92F: 3 clusters Score -806103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Entering Unmasked Estep 
Score: -14347497.000000 Penalty: 2869.751953
	Iteration 0F: 2 clusters Score -1.43475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -14276583.000000 Penalty: 5739.503906
	Iteration 0F: 3 clusters Score -1.427658e+07 nChanged 49939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -14305070.000000 Penalty: 5739.503906
	Iteration 1F: 3 clusters Score -1.430507e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -14305795.000000 Penalty: 5739.503906
	Iteration 2Q: 3 clusters Score -1.43058e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -14306431.000000 Penalty: 5739.503906
	Iteration 3Q: 3 clusters Score -1.430643e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -14307339.000000 Penalty: 5739.503906
	Iteration 4Q: 3 clusters Score -1.430734e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -14308676.000000 Penalty: 5739.503906
	Iteration 5Q: 3 clusters Score -1.430868e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -14311210.000000 Penalty: 5739.503906
	Iteration 6Q: 3 clusters Score -1.431121e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -14315698.000000 Penalty: 5739.503906
	Iteration 7F: 3 clusters Score -1.43157e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -14322860.000000 Penalty: 5739.503906
	Iteration 8F: 3 clusters Score -1.432286e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -14331881.000000 Penalty: 5739.503906
	Iteration 9F: 3 clusters Score -1.433188e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -14339451.000000 Penalty: 5739.503906
	Iteration 10F: 3 clusters Score -1.433945e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -14343092.000000 Penalty: 5739.503906
	Iteration 11Q: 3 clusters Score -1.434309e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -14344360.000000 Penalty: 5739.503906
	Iteration 12Q: 3 clusters Score -1.434436e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -14344729.000000 Penalty: 5739.503906
	Iteration 13Q: 3 clusters Score -1.434473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14344850.000000 Penalty: 5739.503906
	Iteration 14Q: 3 clusters Score -1.434485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -14344914.000000 Penalty: 5739.503906
	Iteration 15Q: 3 clusters Score -1.434491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -14344943.000000 Penalty: 5739.503906
	Iteration 16Q: 3 clusters Score -1.434494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14344939.000000 Penalty: 5739.503906
	Iteration 17Q: 3 clusters Score -1.434494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -14344948.000000 Penalty: 5739.503906
	Iteration 18Q: 3 clusters Score -1.434495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -14344952.000000 Penalty: 5739.503906
	Iteration 19Q: 3 clusters Score -1.434495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -14344956.000000 Penalty: 5739.503906
	Iteration 20F: 3 clusters Score -1.434496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -14344960.000000 Penalty: 5739.503906
	Iteration 21Q: 3 clusters Score -1.434496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -14344960.000000 Penalty: 5739.503906
	Iteration 22F: 3 clusters Score -1.434496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -2126024.500000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -2126024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2113979.000000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -2113979 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2117938.750000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -2117939 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2118482.250000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -2118482 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2119045.750000 Penalty: 4826.947754
	Iteration 3F: 3 clusters Score -2119046 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2119662.500000 Penalty: 4826.947754
	Iteration 4F: 3 clusters Score -2119662 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2120228.250000 Penalty: 4826.947754
	Iteration 5F: 3 clusters Score -2120228 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2120794.750000 Penalty: 4826.947754
	Iteration 6F: 3 clusters Score -2120795 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2121342.000000 Penalty: 4826.947754
	Iteration 7F: 3 clusters Score -2121342 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2121804.250000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -2121804 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2122154.750000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -2122155 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2122460.750000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -2122461 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2122726.000000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -2122726 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2122955.250000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -2122955 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2123143.000000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -2123143 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2123311.000000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -2123311 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2123475.750000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -2123476 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2123612.000000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -2123612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2123741.000000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -2123741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2123853.750000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -2123854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2123967.750000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -2123968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2124063.250000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -2124063 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2124118.250000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -2124118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2124148.750000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -2124149 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2124187.500000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -2124188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2124221.750000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -2124222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2124241.250000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -2124241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2124254.500000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -2124254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2124267.250000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -2124267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2124272.750000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -2124273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2124282.250000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -2124282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2124291.000000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -2124291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2124296.500000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -2124296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2124315.750000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -2124316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2124318.000000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -2124318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2124325.250000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -2124325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2124326.750000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -2124327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2124331.500000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -2124332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2124337.000000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -2124337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2124347.250000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -2124347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2124347.750000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -2124348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2124352.250000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -2124352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2124352.750000 Penalty: 4826.947754
	Iteration 41Q: 3 clusters Score -2124353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2124358.250000 Penalty: 4826.947754
	Iteration 42Q: 3 clusters Score -2124358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2124366.500000 Penalty: 4826.947754
	Iteration 43Q: 3 clusters Score -2124366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2124365.000000 Penalty: 4826.947754
	Iteration 44Q: 3 clusters Score -2124365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2124373.250000 Penalty: 4826.947754
	Iteration 45Q: 3 clusters Score -2124373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2124374.750000 Penalty: 4826.947754
	Iteration 46Q: 3 clusters Score -2124375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2124373.250000 Penalty: 4826.947754
	Iteration 47Q: 3 clusters Score -2124373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2124381.500000 Penalty: 4826.947754
	Iteration 48Q: 3 clusters Score -2124382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2124388.000000 Penalty: 4826.947754
	Iteration 49Q: 3 clusters Score -2124388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2124382.750000 Penalty: 4826.947754
	Iteration 50Q: 3 clusters Score -2124383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2124390.000000 Penalty: 4826.947754
	Iteration 51Q: 3 clusters Score -2124390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2124389.750000 Penalty: 4826.947754
	Iteration 52Q: 3 clusters Score -2124390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2124390.500000 Penalty: 4826.947754
	Iteration 53Q: 3 clusters Score -2124390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2124390.250000 Penalty: 4826.947754
	Iteration 54Q: 3 clusters Score -2124390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2124395.000000 Penalty: 4826.947754
	Iteration 55Q: 3 clusters Score -2124395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2124393.500000 Penalty: 4826.947754
	Iteration 56Q: 3 clusters Score -2124394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2124397.500000 Penalty: 4826.947754
	Iteration 57Q: 3 clusters Score -2124398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2124397.750000 Penalty: 4826.947754
	Iteration 58Q: 3 clusters Score -2124398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2124400.750000 Penalty: 4826.947754
	Iteration 59Q: 3 clusters Score -2124401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2124404.750000 Penalty: 4826.947754
	Iteration 60F: 3 clusters Score -2124405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2124404.250000 Penalty: 4826.947754
	Iteration 61Q: 3 clusters Score -2124404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2124405.250000 Penalty: 4826.947754
	Iteration 62Q: 3 clusters Score -2124405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2124403.750000 Penalty: 4826.947754
	Iteration 63Q: 3 clusters Score -2124404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2124403.750000 Penalty: 4826.947754
	Iteration 64F: 3 clusters Score -2124404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Entering Unmasked Estep 
Score: -7319721.500000 Penalty: 2717.650879
	Iteration 0F: 2 clusters Score -7319722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7280866.000000 Penalty: 5435.301758
	Iteration 0F: 3 clusters Score -7280866 nChanged 26725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -7296065.000000 Penalty: 5435.301758
	Iteration 1F: 3 clusters Score -7296065 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7297055.500000 Penalty: 5435.301758
	Iteration 2Q: 3 clusters Score -7297056 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -7298137.000000 Penalty: 5435.301758
	Iteration 3Q: 3 clusters Score -7298137 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7299169.000000 Penalty: 5435.301758
	Iteration 4Q: 3 clusters Score -7299169 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -7300216.000000 Penalty: 5435.301758
	Iteration 5Q: 3 clusters Score -7300216 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -7301360.000000 Penalty: 5435.301758
	Iteration 6Q: 3 clusters Score -7301360 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -7302542.500000 Penalty: 5435.301758
	Iteration 7Q: 3 clusters Score -7302542 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7303875.500000 Penalty: 5435.301758
	Iteration 8Q: 3 clusters Score -7303876 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -7305264.000000 Penalty: 5435.301758
	Iteration 9Q: 3 clusters Score -7305264 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -7306885.500000 Penalty: 5435.301758
	Iteration 10Q: 3 clusters Score -7306886 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -7308426.500000 Penalty: 5435.301758
	Iteration 11Q: 3 clusters Score -7308426 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -7309493.500000 Penalty: 5435.301758
	Iteration 12Q: 3 clusters Score -7309494 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7310136.000000 Penalty: 5435.301758
	Iteration 13Q: 3 clusters Score -7310136 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7310494.000000 Penalty: 5435.301758
	Iteration 14Q: 3 clusters Score -7310494 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -7310733.000000 Penalty: 5435.301758
	Iteration 15Q: 3 clusters Score -7310733 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7310897.500000 Penalty: 5435.301758
	Iteration 16Q: 3 clusters Score -7310898 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -7311025.500000 Penalty: 5435.301758
	Iteration 17Q: 3 clusters Score -7311026 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -7311124.500000 Penalty: 5435.301758
	Iteration 18Q: 3 clusters Score -7311124 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -7311216.500000 Penalty: 5435.301758
	Iteration 19Q: 3 clusters Score -7311216 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7311304.000000 Penalty: 5435.301758
	Iteration 20F: 3 clusters Score -7311304 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7311403.000000 Penalty: 5435.301758
	Iteration 21Q: 3 clusters Score -7311403 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -7311508.500000 Penalty: 5435.301758
	Iteration 22Q: 3 clusters Score -7311508 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7311673.500000 Penalty: 5435.301758
	Iteration 23Q: 3 clusters Score -7311674 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7311798.500000 Penalty: 5435.301758
	Iteration 24Q: 3 clusters Score -7311798 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -7311885.000000 Penalty: 5435.301758
	Iteration 25Q: 3 clusters Score -7311885 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7312002.000000 Penalty: 5435.301758
	Iteration 26Q: 3 clusters Score -7312002 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7312105.500000 Penalty: 5435.301758
	Iteration 27Q: 3 clusters Score -7312106 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7312222.500000 Penalty: 5435.301758
	Iteration 28Q: 3 clusters Score -7312222 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -7312357.000000 Penalty: 5435.301758
	Iteration 29Q: 3 clusters Score -7312357 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7312465.500000 Penalty: 5435.301758
	Iteration 30Q: 3 clusters Score -7312466 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -7312598.000000 Penalty: 5435.301758
	Iteration 31Q: 3 clusters Score -7312598 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7312717.500000 Penalty: 5435.301758
	Iteration 32Q: 3 clusters Score -7312718 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -7312868.000000 Penalty: 5435.301758
	Iteration 33Q: 3 clusters Score -7312868 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7313027.500000 Penalty: 5435.301758
	Iteration 34Q: 3 clusters Score -7313028 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -7313169.000000 Penalty: 5435.301758
	Iteration 35Q: 3 clusters Score -7313169 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -7313338.000000 Penalty: 5435.301758
	Iteration 36Q: 3 clusters Score -7313338 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -7313516.000000 Penalty: 5435.301758
	Iteration 37Q: 3 clusters Score -7313516 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -7313664.000000 Penalty: 5435.301758
	Iteration 38Q: 3 clusters Score -7313664 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -7313842.500000 Penalty: 5435.301758
	Iteration 39Q: 3 clusters Score -7313842 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -7314072.500000 Penalty: 5435.301758
	Iteration 40F: 3 clusters Score -7314072 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -7314285.000000 Penalty: 5435.301758
	Iteration 41Q: 3 clusters Score -7314285 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -7314540.000000 Penalty: 5435.301758
	Iteration 42Q: 3 clusters Score -7314540 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -7314830.500000 Penalty: 5435.301758
	Iteration 43Q: 3 clusters Score -7314830 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -7315164.000000 Penalty: 5435.301758
	Iteration 44Q: 3 clusters Score -7315164 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7315493.500000 Penalty: 5435.301758
	Iteration 45Q: 3 clusters Score -7315494 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -7315832.500000 Penalty: 5435.301758
	Iteration 46Q: 3 clusters Score -7315832 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -7316169.500000 Penalty: 5435.301758
	Iteration 47Q: 3 clusters Score -7316170 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -7316491.500000 Penalty: 5435.301758
	Iteration 48Q: 3 clusters Score -7316492 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -7316835.500000 Penalty: 5435.301758
	Iteration 49Q: 3 clusters Score -7316836 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -7317184.500000 Penalty: 5435.301758
	Iteration 50Q: 3 clusters Score -7317184 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -7317468.000000 Penalty: 5435.301758
	Iteration 51Q: 3 clusters Score -7317468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -7317701.500000 Penalty: 5435.301758
	Iteration 52Q: 3 clusters Score -7317702 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -7317876.000000 Penalty: 5435.301758
	Iteration 53Q: 3 clusters Score -7317876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7318016.000000 Penalty: 5435.301758
	Iteration 54Q: 3 clusters Score -7318016 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -7318069.000000 Penalty: 5435.301758
	Iteration 55Q: 3 clusters Score -7318069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -7318144.000000 Penalty: 5435.301758
	Iteration 56Q: 3 clusters Score -7318144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -7318252.500000 Penalty: 5435.301758
	Iteration 57Q: 3 clusters Score -7318252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7318311.000000 Penalty: 5435.301758
	Iteration 58Q: 3 clusters Score -7318311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -7318394.500000 Penalty: 5435.301758
	Iteration 59Q: 3 clusters Score -7318394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -7318457.000000 Penalty: 5435.301758
	Iteration 60F: 3 clusters Score -7318457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7318500.500000 Penalty: 5435.301758
	Iteration 61Q: 3 clusters Score -7318500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -7318529.500000 Penalty: 5435.301758
	Iteration 62Q: 3 clusters Score -7318530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -7318563.500000 Penalty: 5435.301758
	Iteration 63Q: 3 clusters Score -7318564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -7318584.000000 Penalty: 5435.301758
	Iteration 64Q: 3 clusters Score -7318584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -7318585.000000 Penalty: 5435.301758
	Iteration 65Q: 3 clusters Score -7318585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -7318615.500000 Penalty: 5435.301758
	Iteration 66Q: 3 clusters Score -7318616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7318635.500000 Penalty: 5435.301758
	Iteration 67Q: 3 clusters Score -7318636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -7318645.500000 Penalty: 5435.301758
	Iteration 68Q: 3 clusters Score -7318646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -7318664.000000 Penalty: 5435.301758
	Iteration 69Q: 3 clusters Score -7318664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7318677.500000 Penalty: 5435.301758
	Iteration 70Q: 3 clusters Score -7318678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7318685.000000 Penalty: 5435.301758
	Iteration 71Q: 3 clusters Score -7318685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -7318687.000000 Penalty: 5435.301758
	Iteration 72Q: 3 clusters Score -7318687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7318689.500000 Penalty: 5435.301758
	Iteration 73Q: 3 clusters Score -7318690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7318691.000000 Penalty: 5435.301758
	Iteration 74Q: 3 clusters Score -7318691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7318686.500000 Penalty: 5435.301758
	Iteration 75Q: 3 clusters Score -7318686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7318689.500000 Penalty: 5435.301758
	Iteration 76Q: 3 clusters Score -7318690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7318693.000000 Penalty: 5435.301758
	Iteration 77Q: 3 clusters Score -7318693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7318690.000000 Penalty: 5435.301758
	Iteration 78Q: 3 clusters Score -7318690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7318693.500000 Penalty: 5435.301758
	Iteration 79Q: 3 clusters Score -7318694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7318691.000000 Penalty: 5435.301758
	Iteration 80F: 3 clusters Score -7318691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Entering Unmasked Estep 
Score: -2565051.750000 Penalty: 2437.733887
	Iteration 0F: 2 clusters Score -2565052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2552022.000000 Penalty: 4875.467773
	Iteration 0F: 3 clusters Score -2552022 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2556330.750000 Penalty: 4875.467773
	Iteration 1F: 3 clusters Score -2556331 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2556809.500000 Penalty: 4875.467773
	Iteration 2F: 3 clusters Score -2556810 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2557267.000000 Penalty: 4875.467773
	Iteration 3F: 3 clusters Score -2557267 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2557764.500000 Penalty: 4875.467773
	Iteration 4Q: 3 clusters Score -2557764 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2558334.250000 Penalty: 4875.467773
	Iteration 5Q: 3 clusters Score -2558334 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2558920.000000 Penalty: 4875.467773
	Iteration 6Q: 3 clusters Score -2558920 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2559611.750000 Penalty: 4875.467773
	Iteration 7F: 3 clusters Score -2559612 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2560315.250000 Penalty: 4875.467773
	Iteration 8F: 3 clusters Score -2560315 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2560974.750000 Penalty: 4875.467773
	Iteration 9Q: 3 clusters Score -2560975 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2561554.500000 Penalty: 4875.467773
	Iteration 10Q: 3 clusters Score -2561554 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2561984.750000 Penalty: 4875.467773
	Iteration 11Q: 3 clusters Score -2561985 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2562307.750000 Penalty: 4875.467773
	Iteration 12Q: 3 clusters Score -2562308 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2562494.500000 Penalty: 4875.467773
	Iteration 13Q: 3 clusters Score -2562494 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2562616.750000 Penalty: 4875.467773
	Iteration 14Q: 3 clusters Score -2562617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2562706.000000 Penalty: 4875.467773
	Iteration 15Q: 3 clusters Score -2562706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2562766.000000 Penalty: 4875.467773
	Iteration 16Q: 3 clusters Score -2562766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2562809.000000 Penalty: 4875.467773
	Iteration 17Q: 3 clusters Score -2562809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2562845.500000 Penalty: 4875.467773
	Iteration 18Q: 3 clusters Score -2562846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2562883.000000 Penalty: 4875.467773
	Iteration 19Q: 3 clusters Score -2562883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2562907.750000 Penalty: 4875.467773
	Iteration 20F: 3 clusters Score -2562908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2562924.750000 Penalty: 4875.467773
	Iteration 21Q: 3 clusters Score -2562925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2562937.750000 Penalty: 4875.467773
	Iteration 22Q: 3 clusters Score -2562938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2562938.250000 Penalty: 4875.467773
	Iteration 23Q: 3 clusters Score -2562938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2562940.750000 Penalty: 4875.467773
	Iteration 24Q: 3 clusters Score -2562941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2562946.250000 Penalty: 4875.467773
	Iteration 25Q: 3 clusters Score -2562946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2562955.000000 Penalty: 4875.467773
	Iteration 26Q: 3 clusters Score -2562955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2562954.500000 Penalty: 4875.467773
	Iteration 27Q: 3 clusters Score -2562954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2562956.000000 Penalty: 4875.467773
	Iteration 28Q: 3 clusters Score -2562956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2562955.250000 Penalty: 4875.467773
	Iteration 29Q: 3 clusters Score -2562955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2562962.750000 Penalty: 4875.467773
	Iteration 30Q: 3 clusters Score -2562963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2562964.750000 Penalty: 4875.467773
	Iteration 31Q: 3 clusters Score -2562965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2562974.250000 Penalty: 4875.467773
	Iteration 32Q: 3 clusters Score -2562974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2562973.750000 Penalty: 4875.467773
	Iteration 33Q: 3 clusters Score -2562974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2562981.500000 Penalty: 4875.467773
	Iteration 34Q: 3 clusters Score -2562982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2562985.750000 Penalty: 4875.467773
	Iteration 35Q: 3 clusters Score -2562986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2562986.250000 Penalty: 4875.467773
	Iteration 36Q: 3 clusters Score -2562986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2562986.250000 Penalty: 4875.467773
	Iteration 37F: 3 clusters Score -2562986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Entering Unmasked Estep 
Score: -1912077.375000 Penalty: 2367.432129
	Iteration 0F: 2 clusters Score -1912077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1901878.500000 Penalty: 4734.864258
	Iteration 0F: 3 clusters Score -1901878 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1905121.000000 Penalty: 4734.864258
	Iteration 1F: 3 clusters Score -1905121 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1905612.750000 Penalty: 4734.864258
	Iteration 2F: 3 clusters Score -1905613 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1905967.875000 Penalty: 4734.864258
	Iteration 3F: 3 clusters Score -1905968 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1906276.875000 Penalty: 4734.864258
	Iteration 4Q: 3 clusters Score -1906277 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1906533.750000 Penalty: 4734.864258
	Iteration 5Q: 3 clusters Score -1906534 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1906764.000000 Penalty: 4734.864258
	Iteration 6Q: 3 clusters Score -1906764 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1907008.625000 Penalty: 4734.864258
	Iteration 7Q: 3 clusters Score -1907009 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1907236.750000 Penalty: 4734.864258
	Iteration 8Q: 3 clusters Score -1907237 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1907472.625000 Penalty: 4734.864258
	Iteration 9Q: 3 clusters Score -1907473 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1907701.125000 Penalty: 4734.864258
	Iteration 10Q: 3 clusters Score -1907701 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1907913.000000 Penalty: 4734.864258
	Iteration 11Q: 3 clusters Score -1907913 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1908108.500000 Penalty: 4734.864258
	Iteration 12Q: 3 clusters Score -1908108 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1908292.500000 Penalty: 4734.864258
	Iteration 13Q: 3 clusters Score -1908292 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1908495.000000 Penalty: 4734.864258
	Iteration 14Q: 3 clusters Score -1908495 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1908688.250000 Penalty: 4734.864258
	Iteration 15Q: 3 clusters Score -1908688 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1908865.000000 Penalty: 4734.864258
	Iteration 16Q: 3 clusters Score -1908865 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1909009.000000 Penalty: 4734.864258
	Iteration 17Q: 3 clusters Score -1909009 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1909119.250000 Penalty: 4734.864258
	Iteration 18Q: 3 clusters Score -1909119 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1909224.375000 Penalty: 4734.864258
	Iteration 19Q: 3 clusters Score -1909224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1909318.625000 Penalty: 4734.864258
	Iteration 20F: 3 clusters Score -1909319 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1909406.250000 Penalty: 4734.864258
	Iteration 21Q: 3 clusters Score -1909406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1909499.000000 Penalty: 4734.864258
	Iteration 22Q: 3 clusters Score -1909499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1909583.625000 Penalty: 4734.864258
	Iteration 23Q: 3 clusters Score -1909584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1909645.875000 Penalty: 4734.864258
	Iteration 24Q: 3 clusters Score -1909646 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1909693.375000 Penalty: 4734.864258
	Iteration 25Q: 3 clusters Score -1909693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1909752.750000 Penalty: 4734.864258
	Iteration 26Q: 3 clusters Score -1909753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1909798.625000 Penalty: 4734.864258
	Iteration 27Q: 3 clusters Score -1909799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1909837.125000 Penalty: 4734.864258
	Iteration 28Q: 3 clusters Score -1909837 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1909887.375000 Penalty: 4734.864258
	Iteration 29Q: 3 clusters Score -1909887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1909932.875000 Penalty: 4734.864258
	Iteration 30Q: 3 clusters Score -1909933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1909980.750000 Penalty: 4734.864258
	Iteration 31Q: 3 clusters Score -1909981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1910024.625000 Penalty: 4734.864258
	Iteration 32Q: 3 clusters Score -1910025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1910060.750000 Penalty: 4734.864258
	Iteration 33Q: 3 clusters Score -1910061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1910090.125000 Penalty: 4734.864258
	Iteration 34Q: 3 clusters Score -1910090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1910102.375000 Penalty: 4734.864258
	Iteration 35Q: 3 clusters Score -1910102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1910106.625000 Penalty: 4734.864258
	Iteration 36Q: 3 clusters Score -1910107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1910116.375000 Penalty: 4734.864258
	Iteration 37Q: 3 clusters Score -1910116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1910119.750000 Penalty: 4734.864258
	Iteration 38Q: 3 clusters Score -1910120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1910137.000000 Penalty: 4734.864258
	Iteration 39Q: 3 clusters Score -1910137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1910143.750000 Penalty: 4734.864258
	Iteration 40F: 3 clusters Score -1910144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1910147.125000 Penalty: 4734.864258
	Iteration 41Q: 3 clusters Score -1910147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1910156.375000 Penalty: 4734.864258
	Iteration 42Q: 3 clusters Score -1910156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1910164.125000 Penalty: 4734.864258
	Iteration 43Q: 3 clusters Score -1910164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1910171.625000 Penalty: 4734.864258
	Iteration 44Q: 3 clusters Score -1910172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1910174.250000 Penalty: 4734.864258
	Iteration 45Q: 3 clusters Score -1910174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1910185.625000 Penalty: 4734.864258
	Iteration 46Q: 3 clusters Score -1910186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1910194.875000 Penalty: 4734.864258
	Iteration 47Q: 3 clusters Score -1910195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1910197.125000 Penalty: 4734.864258
	Iteration 48Q: 3 clusters Score -1910197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1910200.000000 Penalty: 4734.864258
	Iteration 49Q: 3 clusters Score -1910200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1910209.500000 Penalty: 4734.864258
	Iteration 50Q: 3 clusters Score -1910210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1910210.625000 Penalty: 4734.864258
	Iteration 51Q: 3 clusters Score -1910211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1910210.000000 Penalty: 4734.864258
	Iteration 52Q: 3 clusters Score -1910210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1910212.750000 Penalty: 4734.864258
	Iteration 53Q: 3 clusters Score -1910213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1910220.000000 Penalty: 4734.864258
	Iteration 54Q: 3 clusters Score -1910220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1910221.375000 Penalty: 4734.864258
	Iteration 55Q: 3 clusters Score -1910221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1910225.500000 Penalty: 4734.864258
	Iteration 56Q: 3 clusters Score -1910226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1910230.125000 Penalty: 4734.864258
	Iteration 57Q: 3 clusters Score -1910230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1910229.750000 Penalty: 4734.864258
	Iteration 58Q: 3 clusters Score -1910230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1910233.000000 Penalty: 4734.864258
	Iteration 59Q: 3 clusters Score -1910233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1910231.750000 Penalty: 4734.864258
	Iteration 60F: 3 clusters Score -1910232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1910238.875000 Penalty: 4734.864258
	Iteration 61Q: 3 clusters Score -1910239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1910237.125000 Penalty: 4734.864258
	Iteration 62Q: 3 clusters Score -1910237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1910235.625000 Penalty: 4734.864258
	Iteration 63Q: 3 clusters Score -1910236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1910235.750000 Penalty: 4734.864258
	Iteration 64Q: 3 clusters Score -1910236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1910238.375000 Penalty: 4734.864258
	Iteration 65Q: 3 clusters Score -1910238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1910238.625000 Penalty: 4734.864258
	Iteration 66Q: 3 clusters Score -1910239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1910241.500000 Penalty: 4734.864258
	Iteration 67Q: 3 clusters Score -1910242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1910241.875000 Penalty: 4734.864258
	Iteration 68Q: 3 clusters Score -1910242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1910241.875000 Penalty: 4734.864258
	Iteration 69F: 3 clusters Score -1910242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -147635.718750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -147635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145599.015625 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -145599 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145911.281250 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -145911.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -146008.921875 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -146008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -146056.843750 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -146056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146085.578125 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -146085.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146106.265625 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -146106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -146118.750000 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -146118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146128.312500 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -146128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -146135.140625 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -146135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146137.921875 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -146137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146138.593750 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -146138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146138.593750 Penalty: 3470.354004
	Iteration 11F: 3 clusters Score -146138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185794.171875 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -185794.2 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 732 members 
Entering Unmasked Estep 
Score: -183551.234375 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -183551.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -183879.421875 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -183879.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183958.515625 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -183958.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184013.421875 Penalty: 3616.661377
	Iteration 3Q: 3 clusters Score -184013.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184054.093750 Penalty: 3616.661377
	Iteration 4Q: 3 clusters Score -184054.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184073.250000 Penalty: 3616.661377
	Iteration 5Q: 3 clusters Score -184073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184097.031250 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -184097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -184122.515625 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -184122.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -184138.265625 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -184138.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184144.109375 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -184144.1 nChanged 13
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: -184154.859375 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -184154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184161.125000 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -184161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184162.921875 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -184162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -184166.000000 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -184166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184170.000000 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -184170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184172.046875 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -184172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184174.734375 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -184174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184175.406250 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -184175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184175.406250 Penalty: 3616.661377
	Iteration 18F: 3 clusters Score -184175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Entering Unmasked Estep 
Score: -12784015.000000 Penalty: 2838.861084
	Iteration 0F: 2 clusters Score -1.278402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -12721707.000000 Penalty: 5677.722168
	Iteration 0F: 3 clusters Score -1.272171e+07 nChanged 44002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -12746952.000000 Penalty: 5677.722168
	Iteration 1F: 3 clusters Score -1.274695e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -12747710.000000 Penalty: 5677.722168
	Iteration 2Q: 3 clusters Score -1.274771e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -12748541.000000 Penalty: 5677.722168
	Iteration 3Q: 3 clusters Score -1.274854e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -12749783.000000 Penalty: 5677.722168
	Iteration 4Q: 3 clusters Score -1.274978e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -12751983.000000 Penalty: 5677.722168
	Iteration 5Q: 3 clusters Score -1.275198e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -12755463.000000 Penalty: 5677.722168
	Iteration 6F: 3 clusters Score -1.275546e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -12760551.000000 Penalty: 5677.722168
	Iteration 7F: 3 clusters Score -1.276055e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -12766562.000000 Penalty: 5677.722168
	Iteration 8F: 3 clusters Score -1.276656e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -12771685.000000 Penalty: 5677.722168
	Iteration 9F: 3 clusters Score -1.277168e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -12775473.000000 Penalty: 5677.722168
	Iteration 10Q: 3 clusters Score -1.277547e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -12777902.000000 Penalty: 5677.722168
	Iteration 11Q: 3 clusters Score -1.27779e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -12779497.000000 Penalty: 5677.722168
	Iteration 12Q: 3 clusters Score -1.27795e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -12780338.000000 Penalty: 5677.722168
	Iteration 13Q: 3 clusters Score -1.278034e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -12780865.000000 Penalty: 5677.722168
	Iteration 14Q: 3 clusters Score -1.278086e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -12781171.000000 Penalty: 5677.722168
	Iteration 15Q: 3 clusters Score -1.278117e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12781307.000000 Penalty: 5677.722168
	Iteration 16Q: 3 clusters Score -1.278131e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -12781392.000000 Penalty: 5677.722168
	Iteration 17Q: 3 clusters Score -1.278139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -12781437.000000 Penalty: 5677.722168
	Iteration 18Q: 3 clusters Score -1.278144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -12781484.000000 Penalty: 5677.722168
	Iteration 19Q: 3 clusters Score -1.278148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -12781496.000000 Penalty: 5677.722168
	Iteration 20F: 3 clusters Score -1.27815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -12781494.000000 Penalty: 5677.722168
	Iteration 21Q: 3 clusters Score -1.278149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -12781500.000000 Penalty: 5677.722168
	Iteration 22Q: 3 clusters Score -1.27815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -12781509.000000 Penalty: 5677.722168
	Iteration 23Q: 3 clusters Score -1.278151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -12781512.000000 Penalty: 5677.722168
	Iteration 24Q: 3 clusters Score -1.278151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -12781514.000000 Penalty: 5677.722168
	Iteration 25Q: 3 clusters Score -1.278151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -12781512.000000 Penalty: 5677.722168
	Iteration 26Q: 3 clusters Score -1.278151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -12781512.000000 Penalty: 5677.722168
	Iteration 27F: 3 clusters Score -1.278151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -63442.277344 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63442.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62012.347656 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -62012.35 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62314.785156 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62314.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62391.156250 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62391.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62422.003906 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62446.394531 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62446.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62491.371094 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62491.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62568.964844 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62568.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62642.261719 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62642.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62717.382812 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62717.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62792.464844 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62792.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62869.902344 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62966.980469 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62966.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63018.269531 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63018.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63079.210938 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63079.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63143.195312 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63183.937500 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63183.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63202.480469 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -63202.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63210.183594 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63210.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63214.535156 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -63214.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63217.558594 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63217.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63227.421875 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63227.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63356.574219 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -63356.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63382.316406 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -63382.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63405.867188 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -63405.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63430.542969 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -63430.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63440.171875 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -63440.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63452.902344 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -63452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63457.921875 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -63457.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63468.464844 Penalty: 3116.930664
	Iteration 28Q: 3 clusters Score -63468.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63468.464844 Penalty: 3116.930664
	Iteration 29F: 3 clusters Score -63468.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57427 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252444 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116477 members 
Mstep: Class 30 contains 378 members 
Entering Unmasked Estep 
Score: -134144056.000000 Penalty: 102864.000000
Splitting cluster 20 changes total score from -134145960.000000 to -134144056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (35762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Entering Unmasked Estep 
Score: -4822000.500000 Penalty: 2600.190918
	Iteration 0F: 2 clusters Score -4822000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4797593.000000 Penalty: 5200.381836
	Iteration 0F: 3 clusters Score -4797593 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4806414.500000 Penalty: 5200.381836
	Iteration 1F: 3 clusters Score -4806414 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4806866.000000 Penalty: 5200.381836
	Iteration 2Q: 3 clusters Score -4806866 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4807260.000000 Penalty: 5200.381836
	Iteration 3Q: 3 clusters Score -4807260 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4807749.000000 Penalty: 5200.381836
	Iteration 4Q: 3 clusters Score -4807749 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -4808374.500000 Penalty: 5200.381836
	Iteration 5Q: 3 clusters Score -4808374 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4809358.500000 Penalty: 5200.381836
	Iteration 6F: 3 clusters Score -4809358 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4810857.000000 Penalty: 5200.381836
	Iteration 7F: 3 clusters Score -4810857 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4812960.000000 Penalty: 5200.381836
	Iteration 8F: 3 clusters Score -4812960 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4815390.000000 Penalty: 5200.381836
	Iteration 9F: 3 clusters Score -4815390 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4817499.500000 Penalty: 5200.381836
	Iteration 10F: 3 clusters Score -4817500 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4818730.000000 Penalty: 5200.381836
	Iteration 11Q: 3 clusters Score -4818730 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4819244.500000 Penalty: 5200.381836
	Iteration 12Q: 3 clusters Score -4819244 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4819444.500000 Penalty: 5200.381836
	Iteration 13Q: 3 clusters Score -4819444 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4819545.500000 Penalty: 5200.381836
	Iteration 14Q: 3 clusters Score -4819546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4819581.500000 Penalty: 5200.381836
	Iteration 15Q: 3 clusters Score -4819582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4819638.500000 Penalty: 5200.381836
	Iteration 16Q: 3 clusters Score -4819638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4819670.500000 Penalty: 5200.381836
	Iteration 17Q: 3 clusters Score -4819670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4819696.000000 Penalty: 5200.381836
	Iteration 18Q: 3 clusters Score -4819696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4819721.000000 Penalty: 5200.381836
	Iteration 19Q: 3 clusters Score -4819721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4819746.500000 Penalty: 5200.381836
	Iteration 20F: 3 clusters Score -4819746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4819749.500000 Penalty: 5200.381836
	Iteration 21Q: 3 clusters Score -4819750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4819748.000000 Penalty: 5200.381836
	Iteration 22Q: 3 clusters Score -4819748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4819748.000000 Penalty: 5200.381836
	Iteration 23F: 3 clusters Score -4819748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -106395.929688 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -106395.9 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 421 members 
Entering Unmasked Estep 
Score: -104611.554688 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -104611.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104817.734375 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -104817.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104879.843750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -104879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104905.671875 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -104905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104915.617188 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -104915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104931.507812 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -104931.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104952.406250 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -104952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104957.687500 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -104957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104960.000000 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -104960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104961.085938 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -104961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104962.703125 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -104962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104963.843750 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -104963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104964.765625 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -104964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104964.765625 Penalty: 3330.228516
	Iteration 13F: 3 clusters Score -104964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115793.406250 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115793.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116061.421875 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116061.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -116157.640625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116157.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116201.968750 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116218.859375 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116226.718750 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116232.437500 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116234.531250 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116237.187500 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116239.109375 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116240.234375 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116241.164062 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116241.164062 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -116241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252444 members 
Entering Unmasked Estep 
Score: -34510380.000000 Penalty: 3084.858398
	Iteration 0F: 2 clusters Score -3.451038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -34359004.000000 Penalty: 6169.716797
	Iteration 0F: 3 clusters Score -3.4359e+07 nChanged 122092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -34431028.000000 Penalty: 6169.716797
	Iteration 1F: 3 clusters Score -3.443103e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137800 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -34432600.000000 Penalty: 6169.716797
	Iteration 2Q: 3 clusters Score -3.44326e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -34434868.000000 Penalty: 6169.716797
	Iteration 3Q: 3 clusters Score -3.443487e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -34438668.000000 Penalty: 6169.716797
	Iteration 4Q: 3 clusters Score -3.443867e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -34444992.000000 Penalty: 6169.716797
	Iteration 5F: 3 clusters Score -3.444499e+07 nChanged 16651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -34452252.000000 Penalty: 6169.716797
	Iteration 6F: 3 clusters Score -3.445225e+07 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197379 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -34460388.000000 Penalty: 6169.716797
	Iteration 7F: 3 clusters Score -3.446039e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209822 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -34468188.000000 Penalty: 6169.716797
	Iteration 8F: 3 clusters Score -3.446819e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217964 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -34475672.000000 Penalty: 6169.716797
	Iteration 9Q: 3 clusters Score -3.447567e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222146 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -34481316.000000 Penalty: 6169.716797
	Iteration 10Q: 3 clusters Score -3.448132e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223905 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -34484172.000000 Penalty: 6169.716797
	Iteration 11Q: 3 clusters Score -3.448417e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224765 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -34485300.000000 Penalty: 6169.716797
	Iteration 12Q: 3 clusters Score -3.44853e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225422 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -34485992.000000 Penalty: 6169.716797
	Iteration 13Q: 3 clusters Score -3.448599e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226056 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -34486256.000000 Penalty: 6169.716797
	Iteration 14Q: 3 clusters Score -3.448626e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226679 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -34486432.000000 Penalty: 6169.716797
	Iteration 15Q: 3 clusters Score -3.448643e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227306 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -34486472.000000 Penalty: 6169.716797
	Iteration 16Q: 3 clusters Score -3.448647e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227992 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -34486688.000000 Penalty: 6169.716797
	Iteration 17Q: 3 clusters Score -3.448669e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228703 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -34487024.000000 Penalty: 6169.716797
	Iteration 18Q: 3 clusters Score -3.448702e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229426 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -34487232.000000 Penalty: 6169.716797
	Iteration 19Q: 3 clusters Score -3.448723e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230124 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -34487520.000000 Penalty: 6169.716797
	Iteration 20F: 3 clusters Score -3.448752e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230825 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -34487772.000000 Penalty: 6169.716797
	Iteration 21Q: 3 clusters Score -3.448777e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231546 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -34488068.000000 Penalty: 6169.716797
	Iteration 22Q: 3 clusters Score -3.448807e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232281 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -34488468.000000 Penalty: 6169.716797
	Iteration 23Q: 3 clusters Score -3.448847e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233039 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -34488672.000000 Penalty: 6169.716797
	Iteration 24Q: 3 clusters Score -3.448867e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233811 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -34489088.000000 Penalty: 6169.716797
	Iteration 25Q: 3 clusters Score -3.448909e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234588 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -34489324.000000 Penalty: 6169.716797
	Iteration 26Q: 3 clusters Score -3.448932e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235318 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -34489596.000000 Penalty: 6169.716797
	Iteration 27Q: 3 clusters Score -3.44896e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236096 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -34490048.000000 Penalty: 6169.716797
	Iteration 28Q: 3 clusters Score -3.449005e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236888 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -34490484.000000 Penalty: 6169.716797
	Iteration 29Q: 3 clusters Score -3.449048e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237674 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -34491524.000000 Penalty: 6169.716797
	Iteration 30Q: 3 clusters Score -3.449152e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238555 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -34492792.000000 Penalty: 6169.716797
	Iteration 31Q: 3 clusters Score -3.449279e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239509 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -34493892.000000 Penalty: 6169.716797
	Iteration 32Q: 3 clusters Score -3.449389e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240429 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -34495264.000000 Penalty: 6169.716797
	Iteration 33Q: 3 clusters Score -3.449526e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241388 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -34496520.000000 Penalty: 6169.716797
	Iteration 34Q: 3 clusters Score -3.449652e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242340 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -34497756.000000 Penalty: 6169.716797
	Iteration 35Q: 3 clusters Score -3.449776e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243324 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -34498820.000000 Penalty: 6169.716797
	Iteration 36Q: 3 clusters Score -3.449882e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244281 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -34499956.000000 Penalty: 6169.716797
	Iteration 37Q: 3 clusters Score -3.449996e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245185 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -34500952.000000 Penalty: 6169.716797
	Iteration 38Q: 3 clusters Score -3.450095e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246013 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -34501904.000000 Penalty: 6169.716797
	Iteration 39Q: 3 clusters Score -3.45019e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246794 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -34502560.000000 Penalty: 6169.716797
	Iteration 40F: 3 clusters Score -3.450256e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247532 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -34503424.000000 Penalty: 6169.716797
	Iteration 41Q: 3 clusters Score -3.450342e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248197 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -34504000.000000 Penalty: 6169.716797
	Iteration 42Q: 3 clusters Score -3.4504e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248765 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -34504692.000000 Penalty: 6169.716797
	Iteration 43Q: 3 clusters Score -3.450469e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249244 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -34505036.000000 Penalty: 6169.716797
	Iteration 44Q: 3 clusters Score -3.450504e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249643 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -34505440.000000 Penalty: 6169.716797
	Iteration 45Q: 3 clusters Score -3.450544e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249984 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -34505804.000000 Penalty: 6169.716797
	Iteration 46Q: 3 clusters Score -3.45058e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250289 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -34506016.000000 Penalty: 6169.716797
	Iteration 47Q: 3 clusters Score -3.450602e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250520 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -34506300.000000 Penalty: 6169.716797
	Iteration 48Q: 3 clusters Score -3.45063e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250696 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -34506408.000000 Penalty: 6169.716797
	Iteration 49Q: 3 clusters Score -3.450641e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250835 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -34506604.000000 Penalty: 6169.716797
	Iteration 50Q: 3 clusters Score -3.45066e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250927 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -34506660.000000 Penalty: 6169.716797
	Iteration 51Q: 3 clusters Score -3.450666e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250993 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -34506716.000000 Penalty: 6169.716797
	Iteration 52Q: 3 clusters Score -3.450672e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251056 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -34506796.000000 Penalty: 6169.716797
	Iteration 53Q: 3 clusters Score -3.45068e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251103 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -34506852.000000 Penalty: 6169.716797
	Iteration 54Q: 3 clusters Score -3.450685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251147 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -34506912.000000 Penalty: 6169.716797
	Iteration 55Q: 3 clusters Score -3.450691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -34506972.000000 Penalty: 6169.716797
	Iteration 56Q: 3 clusters Score -3.450697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251223 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -34507020.000000 Penalty: 6169.716797
	Iteration 57Q: 3 clusters Score -3.450702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251243 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -34507040.000000 Penalty: 6169.716797
	Iteration 58Q: 3 clusters Score -3.450704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251264 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -34507052.000000 Penalty: 6169.716797
	Iteration 59Q: 3 clusters Score -3.450705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251278 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -34507044.000000 Penalty: 6169.716797
	Iteration 60F: 3 clusters Score -3.450704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251293 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -34507052.000000 Penalty: 6169.716797
	Iteration 61Q: 3 clusters Score -3.450705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251305 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -34507088.000000 Penalty: 6169.716797
	Iteration 62Q: 3 clusters Score -3.450709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251321 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -34507088.000000 Penalty: 6169.716797
	Iteration 63Q: 3 clusters Score -3.450709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251338 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -34507096.000000 Penalty: 6169.716797
	Iteration 64Q: 3 clusters Score -3.45071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251349 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -34507080.000000 Penalty: 6169.716797
	Iteration 65Q: 3 clusters Score -3.450708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251367 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -34507088.000000 Penalty: 6169.716797
	Iteration 66Q: 3 clusters Score -3.450709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251378 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -34507096.000000 Penalty: 6169.716797
	Iteration 67Q: 3 clusters Score -3.45071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251392 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -34507120.000000 Penalty: 6169.716797
	Iteration 68Q: 3 clusters Score -3.450712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251408 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -34507152.000000 Penalty: 6169.716797
	Iteration 69Q: 3 clusters Score -3.450715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251423 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -34507188.000000 Penalty: 6169.716797
	Iteration 70Q: 3 clusters Score -3.450719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251436 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -34507200.000000 Penalty: 6169.716797
	Iteration 71Q: 3 clusters Score -3.45072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251447 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -34507220.000000 Penalty: 6169.716797
	Iteration 72Q: 3 clusters Score -3.450722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251461 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -34507220.000000 Penalty: 6169.716797
	Iteration 73Q: 3 clusters Score -3.450722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251472 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -34507212.000000 Penalty: 6169.716797
	Iteration 74Q: 3 clusters Score -3.450721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251481 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -34507256.000000 Penalty: 6169.716797
	Iteration 75Q: 3 clusters Score -3.450726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251487 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -34507264.000000 Penalty: 6169.716797
	Iteration 76Q: 3 clusters Score -3.450726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251492 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -34507268.000000 Penalty: 6169.716797
	Iteration 77Q: 3 clusters Score -3.450727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251499 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -34507264.000000 Penalty: 6169.716797
	Iteration 78Q: 3 clusters Score -3.450726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251511 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -34507280.000000 Penalty: 6169.716797
	Iteration 79Q: 3 clusters Score -3.450728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251520 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -34507304.000000 Penalty: 6169.716797
	Iteration 80F: 3 clusters Score -3.45073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251528 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -34507300.000000 Penalty: 6169.716797
	Iteration 81Q: 3 clusters Score -3.45073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251536 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -34507304.000000 Penalty: 6169.716797
	Iteration 82Q: 3 clusters Score -3.45073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251541 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -34507312.000000 Penalty: 6169.716797
	Iteration 83Q: 3 clusters Score -3.450731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251547 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -34507320.000000 Penalty: 6169.716797
	Iteration 84Q: 3 clusters Score -3.450732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251552 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -34507320.000000 Penalty: 6169.716797
	Iteration 85Q: 3 clusters Score -3.450732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -34507352.000000 Penalty: 6169.716797
	Iteration 86Q: 3 clusters Score -3.450735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251566 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -34507352.000000 Penalty: 6169.716797
	Iteration 87Q: 3 clusters Score -3.450735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251575 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34507356.000000 Penalty: 6169.716797
	Iteration 88Q: 3 clusters Score -3.450736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -34507368.000000 Penalty: 6169.716797
	Iteration 89Q: 3 clusters Score -3.450737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251581 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34507356.000000 Penalty: 6169.716797
	Iteration 90Q: 3 clusters Score -3.450736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251581 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34507384.000000 Penalty: 6169.716797
	Iteration 91Q: 3 clusters Score -3.450738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251583 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -34507376.000000 Penalty: 6169.716797
	Iteration 92Q: 3 clusters Score -3.450738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -34507376.000000 Penalty: 6169.716797
	Iteration 93Q: 3 clusters Score -3.450738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251596 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -34507368.000000 Penalty: 6169.716797
	Iteration 94Q: 3 clusters Score -3.450737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251602 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -34507388.000000 Penalty: 6169.716797
	Iteration 95Q: 3 clusters Score -3.450739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -34507376.000000 Penalty: 6169.716797
	Iteration 96Q: 3 clusters Score -3.450738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251607 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -34507384.000000 Penalty: 6169.716797
	Iteration 97Q: 3 clusters Score -3.450738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251608 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -34507384.000000 Penalty: 6169.716797
	Iteration 98Q: 3 clusters Score -3.450738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -34507396.000000 Penalty: 6169.716797
	Iteration 99Q: 3 clusters Score -3.45074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251611 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -34507396.000000 Penalty: 6169.716797
	Iteration 100F: 3 clusters Score -3.45074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251613 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -34507384.000000 Penalty: 6169.716797
	Iteration 101Q: 3 clusters Score -3.450738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -34507396.000000 Penalty: 6169.716797
	Iteration 102Q: 3 clusters Score -3.45074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251615 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -34507404.000000 Penalty: 6169.716797
	Iteration 103Q: 3 clusters Score -3.45074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251615 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -34507404.000000 Penalty: 6169.716797
	Iteration 104F: 3 clusters Score -3.45074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68282.203125 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68282.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68473.914062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68473.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68554.320312 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -68554.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68604.921875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68604.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68639.023438 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68639.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68655.171875 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68655.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68685.953125 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68685.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68694.867188 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68694.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68704.281250 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68704.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68710.695312 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68715.492188 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68715.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68715.492188 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -68715.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -742073.375000 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -742073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -737134.875000 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -737134.9 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -738420.687500 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -738420.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -738730.000000 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -738730 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -738991.625000 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -738991.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -739251.500000 Penalty: 4279.230957
	Iteration 4F: 3 clusters Score -739251.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -739543.250000 Penalty: 4279.230957
	Iteration 5F: 3 clusters Score -739543.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -739838.000000 Penalty: 4279.230957
	Iteration 6F: 3 clusters Score -739838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -740075.187500 Penalty: 4279.230957
	Iteration 7F: 3 clusters Score -740075.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -740226.000000 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -740226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -740328.375000 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -740328.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -740411.750000 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -740411.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -740473.250000 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -740473.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -740521.312500 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -740521.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -740561.187500 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -740561.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -740591.500000 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -740591.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -740608.500000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -740608.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -740618.812500 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -740618.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -740625.875000 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -740625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -740634.625000 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -740634.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -740642.500000 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -740642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -740646.312500 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -740646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -740649.562500 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -740649.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -740654.562500 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -740654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -740658.000000 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -740658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -740662.000000 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -740662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -740666.062500 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -740666.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -740672.437500 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -740672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -740672.937500 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -740672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -740673.625000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -740673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -740676.187500 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -740676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -740678.250000 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -740678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -740680.875000 Penalty: 4279.230957
	Iteration 31Q: 3 clusters Score -740680.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -740686.000000 Penalty: 4279.230957
	Iteration 32Q: 3 clusters Score -740686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -740688.125000 Penalty: 4279.230957
	Iteration 33Q: 3 clusters Score -740688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -740697.562500 Penalty: 4279.230957
	Iteration 34Q: 3 clusters Score -740697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -740703.125000 Penalty: 4279.230957
	Iteration 35Q: 3 clusters Score -740703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -740711.562500 Penalty: 4279.230957
	Iteration 36Q: 3 clusters Score -740711.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -740720.000000 Penalty: 4279.230957
	Iteration 37Q: 3 clusters Score -740720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -740730.500000 Penalty: 4279.230957
	Iteration 38Q: 3 clusters Score -740730.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -740738.437500 Penalty: 4279.230957
	Iteration 39Q: 3 clusters Score -740738.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -740747.437500 Penalty: 4279.230957
	Iteration 40F: 3 clusters Score -740747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -740752.625000 Penalty: 4279.230957
	Iteration 41Q: 3 clusters Score -740752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -740762.562500 Penalty: 4279.230957
	Iteration 42Q: 3 clusters Score -740762.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -740777.062500 Penalty: 4279.230957
	Iteration 43Q: 3 clusters Score -740777.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -740794.062500 Penalty: 4279.230957
	Iteration 44Q: 3 clusters Score -740794.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -740806.562500 Penalty: 4279.230957
	Iteration 45Q: 3 clusters Score -740806.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -740821.750000 Penalty: 4279.230957
	Iteration 46Q: 3 clusters Score -740821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -740850.000000 Penalty: 4279.230957
	Iteration 47Q: 3 clusters Score -740850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -740874.437500 Penalty: 4279.230957
	Iteration 48Q: 3 clusters Score -740874.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -740896.500000 Penalty: 4279.230957
	Iteration 49Q: 3 clusters Score -740896.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -740918.000000 Penalty: 4279.230957
	Iteration 50Q: 3 clusters Score -740918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -740938.125000 Penalty: 4279.230957
	Iteration 51Q: 3 clusters Score -740938.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -740947.187500 Penalty: 4279.230957
	Iteration 52Q: 3 clusters Score -740947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -740951.375000 Penalty: 4279.230957
	Iteration 53Q: 3 clusters Score -740951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -740952.500000 Penalty: 4279.230957
	Iteration 54Q: 3 clusters Score -740952.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -740957.312500 Penalty: 4279.230957
	Iteration 55Q: 3 clusters Score -740957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -740957.875000 Penalty: 4279.230957
	Iteration 56Q: 3 clusters Score -740957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -740959.312500 Penalty: 4279.230957
	Iteration 57Q: 3 clusters Score -740959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -740959.312500 Penalty: 4279.230957
	Iteration 58F: 3 clusters Score -740959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185260.343750 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185260.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183049.718750 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -183049.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183573.218750 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183573.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -183864.687500 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183864.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184037.031250 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -184037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184136.171875 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -184136.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -184200.203125 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -184200.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184255.812500 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184255.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -184309.406250 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184309.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184346.437500 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184346.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184373.343750 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184392.156250 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184407.656250 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184410.609375 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184411.718750 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184413.843750 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184417.609375 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -184420.578125 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184422.171875 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184423.046875 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -184423.875000 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184424.671875 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184425.281250 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -184425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184427.296875 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -184427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184431.203125 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -184431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -184436.343750 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -184436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184441.359375 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -184441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -184442.421875 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -184442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184443.031250 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -184443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184443.031250 Penalty: 3645.537354
	Iteration 28F: 3 clusters Score -184443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -968569.062500 Penalty: 2199.645752
	Iteration 0F: 2 clusters Score -968569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -962759.562500 Penalty: 4399.291504
	Iteration 0F: 3 clusters Score -962759.6 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -964294.750000 Penalty: 4399.291504
	Iteration 1F: 3 clusters Score -964294.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -964530.000000 Penalty: 4399.291504
	Iteration 2F: 3 clusters Score -964530 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -964670.937500 Penalty: 4399.291504
	Iteration 3Q: 3 clusters Score -964670.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -964775.312500 Penalty: 4399.291504
	Iteration 4Q: 3 clusters Score -964775.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -964852.875000 Penalty: 4399.291504
	Iteration 5Q: 3 clusters Score -964852.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -964914.812500 Penalty: 4399.291504
	Iteration 6Q: 3 clusters Score -964914.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -964977.312500 Penalty: 4399.291504
	Iteration 7Q: 3 clusters Score -964977.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -965029.812500 Penalty: 4399.291504
	Iteration 8Q: 3 clusters Score -965029.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -965089.812500 Penalty: 4399.291504
	Iteration 9Q: 3 clusters Score -965089.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -965151.250000 Penalty: 4399.291504
	Iteration 10Q: 3 clusters Score -965151.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -965213.312500 Penalty: 4399.291504
	Iteration 11Q: 3 clusters Score -965213.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -965278.562500 Penalty: 4399.291504
	Iteration 12Q: 3 clusters Score -965278.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -965344.625000 Penalty: 4399.291504
	Iteration 13Q: 3 clusters Score -965344.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -965407.750000 Penalty: 4399.291504
	Iteration 14Q: 3 clusters Score -965407.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -965479.000000 Penalty: 4399.291504
	Iteration 15Q: 3 clusters Score -965479 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -965548.437500 Penalty: 4399.291504
	Iteration 16Q: 3 clusters Score -965548.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -965639.812500 Penalty: 4399.291504
	Iteration 17Q: 3 clusters Score -965639.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -965742.750000 Penalty: 4399.291504
	Iteration 18Q: 3 clusters Score -965742.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -965862.500000 Penalty: 4399.291504
	Iteration 19Q: 3 clusters Score -965862.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -965985.187500 Penalty: 4399.291504
	Iteration 20F: 3 clusters Score -965985.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -966092.812500 Penalty: 4399.291504
	Iteration 21Q: 3 clusters Score -966092.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -966179.875000 Penalty: 4399.291504
	Iteration 22Q: 3 clusters Score -966179.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -966257.187500 Penalty: 4399.291504
	Iteration 23Q: 3 clusters Score -966257.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -966316.875000 Penalty: 4399.291504
	Iteration 24Q: 3 clusters Score -966316.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -966371.875000 Penalty: 4399.291504
	Iteration 25Q: 3 clusters Score -966371.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -966420.687500 Penalty: 4399.291504
	Iteration 26Q: 3 clusters Score -966420.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -966465.500000 Penalty: 4399.291504
	Iteration 27Q: 3 clusters Score -966465.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -966506.187500 Penalty: 4399.291504
	Iteration 28Q: 3 clusters Score -966506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -966525.375000 Penalty: 4399.291504
	Iteration 29Q: 3 clusters Score -966525.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -966543.000000 Penalty: 4399.291504
	Iteration 30Q: 3 clusters Score -966543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -966559.500000 Penalty: 4399.291504
	Iteration 31Q: 3 clusters Score -966559.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -966570.812500 Penalty: 4399.291504
	Iteration 32Q: 3 clusters Score -966570.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -966590.562500 Penalty: 4399.291504
	Iteration 33Q: 3 clusters Score -966590.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -966609.687500 Penalty: 4399.291504
	Iteration 34Q: 3 clusters Score -966609.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -966633.375000 Penalty: 4399.291504
	Iteration 35Q: 3 clusters Score -966633.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -966645.875000 Penalty: 4399.291504
	Iteration 36Q: 3 clusters Score -966645.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -966662.437500 Penalty: 4399.291504
	Iteration 37Q: 3 clusters Score -966662.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -966669.625000 Penalty: 4399.291504
	Iteration 38Q: 3 clusters Score -966669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -966678.187500 Penalty: 4399.291504
	Iteration 39Q: 3 clusters Score -966678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -966688.250000 Penalty: 4399.291504
	Iteration 40F: 3 clusters Score -966688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -966693.312500 Penalty: 4399.291504
	Iteration 41Q: 3 clusters Score -966693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -966703.687500 Penalty: 4399.291504
	Iteration 42Q: 3 clusters Score -966703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -966707.875000 Penalty: 4399.291504
	Iteration 43Q: 3 clusters Score -966707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -966711.125000 Penalty: 4399.291504
	Iteration 44Q: 3 clusters Score -966711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -966714.312500 Penalty: 4399.291504
	Iteration 45Q: 3 clusters Score -966714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -966719.062500 Penalty: 4399.291504
	Iteration 46Q: 3 clusters Score -966719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -966721.000000 Penalty: 4399.291504
	Iteration 47Q: 3 clusters Score -966721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -966724.562500 Penalty: 4399.291504
	Iteration 48Q: 3 clusters Score -966724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -966727.625000 Penalty: 4399.291504
	Iteration 49Q: 3 clusters Score -966727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -966728.687500 Penalty: 4399.291504
	Iteration 50Q: 3 clusters Score -966728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -966728.812500 Penalty: 4399.291504
	Iteration 51Q: 3 clusters Score -966728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -966731.437500 Penalty: 4399.291504
	Iteration 52Q: 3 clusters Score -966731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -966730.812500 Penalty: 4399.291504
	Iteration 53Q: 3 clusters Score -966730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -966730.812500 Penalty: 4399.291504
	Iteration 54F: 3 clusters Score -966730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (116477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116477 members 
Entering Unmasked Estep 
Score: -15775767.000000 Penalty: 2893.031494
	Iteration 0F: 2 clusters Score -1.577577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -15698004.000000 Penalty: 5786.062988
	Iteration 0F: 3 clusters Score -1.5698e+07 nChanged 55134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -15729860.000000 Penalty: 5786.062988
	Iteration 1F: 3 clusters Score -1.572986e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -15730498.000000 Penalty: 5786.062988
	Iteration 2Q: 3 clusters Score -1.57305e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -15731213.000000 Penalty: 5786.062988
	Iteration 3Q: 3 clusters Score -1.573121e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -15731939.000000 Penalty: 5786.062988
	Iteration 4Q: 3 clusters Score -1.573194e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -15732894.000000 Penalty: 5786.062988
	Iteration 5Q: 3 clusters Score -1.573289e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -15734384.000000 Penalty: 5786.062988
	Iteration 6Q: 3 clusters Score -1.573438e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -15736529.000000 Penalty: 5786.062988
	Iteration 7Q: 3 clusters Score -1.573653e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -15739807.000000 Penalty: 5786.062988
	Iteration 8Q: 3 clusters Score -1.573981e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -15744245.000000 Penalty: 5786.062988
	Iteration 9F: 3 clusters Score -1.574424e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -15749682.000000 Penalty: 5786.062988
	Iteration 10F: 3 clusters Score -1.574968e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -15755367.000000 Penalty: 5786.062988
	Iteration 11F: 3 clusters Score -1.575537e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -15760904.000000 Penalty: 5786.062988
	Iteration 12F: 3 clusters Score -1.57609e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -15765191.000000 Penalty: 5786.062988
	Iteration 13Q: 3 clusters Score -1.576519e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -15768387.000000 Penalty: 5786.062988
	Iteration 14Q: 3 clusters Score -1.576839e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -15770433.000000 Penalty: 5786.062988
	Iteration 15Q: 3 clusters Score -1.577043e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15771734.000000 Penalty: 5786.062988
	Iteration 16Q: 3 clusters Score -1.577173e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15772438.000000 Penalty: 5786.062988
	Iteration 17Q: 3 clusters Score -1.577244e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15772827.000000 Penalty: 5786.062988
	Iteration 18Q: 3 clusters Score -1.577283e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15772998.000000 Penalty: 5786.062988
	Iteration 19Q: 3 clusters Score -1.5773e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15773103.000000 Penalty: 5786.062988
	Iteration 20F: 3 clusters Score -1.57731e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115708 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15773215.000000 Penalty: 5786.062988
	Iteration 21Q: 3 clusters Score -1.577322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15773263.000000 Penalty: 5786.062988
	Iteration 22Q: 3 clusters Score -1.577326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15773293.000000 Penalty: 5786.062988
	Iteration 23Q: 3 clusters Score -1.577329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15773329.000000 Penalty: 5786.062988
	Iteration 24Q: 3 clusters Score -1.577333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15773338.000000 Penalty: 5786.062988
	Iteration 25Q: 3 clusters Score -1.577334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15773366.000000 Penalty: 5786.062988
	Iteration 26Q: 3 clusters Score -1.577337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15773383.000000 Penalty: 5786.062988
	Iteration 27Q: 3 clusters Score -1.577338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15773407.000000 Penalty: 5786.062988
	Iteration 28Q: 3 clusters Score -1.577341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15773398.000000 Penalty: 5786.062988
	Iteration 29Q: 3 clusters Score -1.57734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15773409.000000 Penalty: 5786.062988
	Iteration 30Q: 3 clusters Score -1.577341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15773402.000000 Penalty: 5786.062988
	Iteration 31Q: 3 clusters Score -1.57734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15773407.000000 Penalty: 5786.062988
	Iteration 32Q: 3 clusters Score -1.577341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15773408.000000 Penalty: 5786.062988
	Iteration 33Q: 3 clusters Score -1.577341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115920 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15773403.000000 Penalty: 5786.062988
	Iteration 34Q: 3 clusters Score -1.57734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15773418.000000 Penalty: 5786.062988
	Iteration 35Q: 3 clusters Score -1.577342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15773425.000000 Penalty: 5786.062988
	Iteration 36Q: 3 clusters Score -1.577342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115925 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15773424.000000 Penalty: 5786.062988
	Iteration 37Q: 3 clusters Score -1.577342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15773419.000000 Penalty: 5786.062988
	Iteration 38Q: 3 clusters Score -1.577342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115931 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15773424.000000 Penalty: 5786.062988
	Iteration 39Q: 3 clusters Score -1.577342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15773431.000000 Penalty: 5786.062988
	Iteration 40F: 3 clusters Score -1.577343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15773434.000000 Penalty: 5786.062988
	Iteration 41Q: 3 clusters Score -1.577343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15773434.000000 Penalty: 5786.062988
	Iteration 42F: 3 clusters Score -1.577343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57427 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252444 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 116477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 319Q: 30 clusters Score -1.34146e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140435 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106041 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57428 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252449 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145952.000000 Penalty: 99435.203125
Iteration 320F: 30 clusters Score -1.34146e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140435 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252451 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 321Q: 30 clusters Score -1.34146e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17841 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140436 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252454 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145960.000000 Penalty: 99435.203125
Iteration 322Q: 30 clusters Score -1.34146e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17841 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57430 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252455 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 323Q: 30 clusters Score -1.341459e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93621 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252459 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145872.000000 Penalty: 99435.203125
Iteration 324Q: 30 clusters Score -1.341459e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140439 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57430 members 
Mstep: Class 15 contains 18600 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252458 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 325Q: 30 clusters Score -1.341459e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17843 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 18603 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252459 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 326Q: 30 clusters Score -1.341459e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 18607 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252464 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145928.000000 Penalty: 99435.203125
Iteration 327Q: 30 clusters Score -1.341459e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57430 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252464 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 328Q: 30 clusters Score -1.341459e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57430 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252463 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 329Q: 30 clusters Score -1.341459e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140438 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57431 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252464 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 330Q: 30 clusters Score -1.341459e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140437 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57433 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252466 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 331Q: 30 clusters Score -1.341459e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140436 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106042 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252466 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 332Q: 30 clusters Score -1.341459e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140432 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106043 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35762 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252469 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 333Q: 30 clusters Score -1.341459e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140429 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106045 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57435 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252467 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145896.000000 Penalty: 99435.203125
Iteration 334Q: 30 clusters Score -1.341459e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140423 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106050 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57434 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252468 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145880.000000 Penalty: 99435.203125
Iteration 335Q: 30 clusters Score -1.341459e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140420 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106052 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57434 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252469 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145912.000000 Penalty: 99435.203125
Iteration 336Q: 30 clusters Score -1.341459e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140419 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106052 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57434 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252469 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 337Q: 30 clusters Score -1.341459e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140419 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106052 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57434 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252469 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 99435.203125
Iteration 338F: 30 clusters Score -1.341459e+08 nChanged 0
Entering ConstructFrom: 
Score: -134145920.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -162337.421875 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -162337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160363.671875 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -160363.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160969.406250 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -160969.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -161452.187500 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -161452.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -162054.890625 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -162054.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -162850.093750 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -162850.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -163194.937500 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -163194.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -163281.437500 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -163281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -163312.437500 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -163312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -163329.546875 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -163329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -163352.328125 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -163352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163353.781250 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -163353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -163354.921875 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -163354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163355.984375 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -163356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163355.984375 Penalty: 3568.068359
	Iteration 13F: 3 clusters Score -163356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 140419 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 106052 members 
Mstep: Class 13 contains 16844 members 
Mstep: Class 14 contains 57434 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 93622 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 35763 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 252469 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 7111 members 
Mstep: Class 29 contains 116415 members 
Mstep: Class 30 contains 331 members 
Entering Unmasked Estep 
Score: -134145360.000000 Penalty: 102864.000000
Splitting cluster 1 changes total score from -134145920.000000 to -134145360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Entering Unmasked Estep 
Score: -2456445.750000 Penalty: 2427.749023
	Iteration 0F: 2 clusters Score -2456446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2443782.000000 Penalty: 4855.498047
	Iteration 0F: 3 clusters Score -2443782 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2448272.500000 Penalty: 4855.498047
	Iteration 1F: 3 clusters Score -2448272 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2448893.750000 Penalty: 4855.498047
	Iteration 2F: 3 clusters Score -2448894 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2449550.000000 Penalty: 4855.498047
	Iteration 3F: 3 clusters Score -2449550 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2450229.500000 Penalty: 4855.498047
	Iteration 4F: 3 clusters Score -2450230 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2450880.750000 Penalty: 4855.498047
	Iteration 5F: 3 clusters Score -2450881 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2451441.250000 Penalty: 4855.498047
	Iteration 6F: 3 clusters Score -2451441 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2451970.750000 Penalty: 4855.498047
	Iteration 7F: 3 clusters Score -2451971 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2452453.750000 Penalty: 4855.498047
	Iteration 8Q: 3 clusters Score -2452454 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2452902.000000 Penalty: 4855.498047
	Iteration 9Q: 3 clusters Score -2452902 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2453258.500000 Penalty: 4855.498047
	Iteration 10Q: 3 clusters Score -2453258 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2453575.750000 Penalty: 4855.498047
	Iteration 11Q: 3 clusters Score -2453576 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2453829.500000 Penalty: 4855.498047
	Iteration 12Q: 3 clusters Score -2453830 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2454042.000000 Penalty: 4855.498047
	Iteration 13Q: 3 clusters Score -2454042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2454178.000000 Penalty: 4855.498047
	Iteration 14Q: 3 clusters Score -2454178 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2454295.500000 Penalty: 4855.498047
	Iteration 15Q: 3 clusters Score -2454296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2454366.250000 Penalty: 4855.498047
	Iteration 16Q: 3 clusters Score -2454366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2454411.750000 Penalty: 4855.498047
	Iteration 17Q: 3 clusters Score -2454412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2454460.000000 Penalty: 4855.498047
	Iteration 18Q: 3 clusters Score -2454460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2454508.750000 Penalty: 4855.498047
	Iteration 19Q: 3 clusters Score -2454509 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2454569.000000 Penalty: 4855.498047
	Iteration 20F: 3 clusters Score -2454569 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2454626.000000 Penalty: 4855.498047
	Iteration 21Q: 3 clusters Score -2454626 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2454673.000000 Penalty: 4855.498047
	Iteration 22Q: 3 clusters Score -2454673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2454711.750000 Penalty: 4855.498047
	Iteration 23Q: 3 clusters Score -2454712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2454764.750000 Penalty: 4855.498047
	Iteration 24Q: 3 clusters Score -2454765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2454799.250000 Penalty: 4855.498047
	Iteration 25Q: 3 clusters Score -2454799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2454824.000000 Penalty: 4855.498047
	Iteration 26Q: 3 clusters Score -2454824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2454842.500000 Penalty: 4855.498047
	Iteration 27Q: 3 clusters Score -2454842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2454863.500000 Penalty: 4855.498047
	Iteration 28Q: 3 clusters Score -2454864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2454882.000000 Penalty: 4855.498047
	Iteration 29Q: 3 clusters Score -2454882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2454903.750000 Penalty: 4855.498047
	Iteration 30Q: 3 clusters Score -2454904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2454916.250000 Penalty: 4855.498047
	Iteration 31Q: 3 clusters Score -2454916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2454934.500000 Penalty: 4855.498047
	Iteration 32Q: 3 clusters Score -2454934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2454947.750000 Penalty: 4855.498047
	Iteration 33Q: 3 clusters Score -2454948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2454970.500000 Penalty: 4855.498047
	Iteration 34Q: 3 clusters Score -2454970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2454984.250000 Penalty: 4855.498047
	Iteration 35Q: 3 clusters Score -2454984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2455017.750000 Penalty: 4855.498047
	Iteration 36Q: 3 clusters Score -2455018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2455037.000000 Penalty: 4855.498047
	Iteration 37Q: 3 clusters Score -2455037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2455056.500000 Penalty: 4855.498047
	Iteration 38Q: 3 clusters Score -2455056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2455084.000000 Penalty: 4855.498047
	Iteration 39Q: 3 clusters Score -2455084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2455115.250000 Penalty: 4855.498047
	Iteration 40F: 3 clusters Score -2455115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2455133.000000 Penalty: 4855.498047
	Iteration 41Q: 3 clusters Score -2455133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2455151.250000 Penalty: 4855.498047
	Iteration 42Q: 3 clusters Score -2455151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2455166.000000 Penalty: 4855.498047
	Iteration 43Q: 3 clusters Score -2455166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2455185.750000 Penalty: 4855.498047
	Iteration 44Q: 3 clusters Score -2455186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2455201.500000 Penalty: 4855.498047
	Iteration 45Q: 3 clusters Score -2455202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2455215.500000 Penalty: 4855.498047
	Iteration 46Q: 3 clusters Score -2455216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2455225.750000 Penalty: 4855.498047
	Iteration 47Q: 3 clusters Score -2455226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2455236.750000 Penalty: 4855.498047
	Iteration 48Q: 3 clusters Score -2455237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2455239.500000 Penalty: 4855.498047
	Iteration 49Q: 3 clusters Score -2455240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2455240.500000 Penalty: 4855.498047
	Iteration 50Q: 3 clusters Score -2455240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2455247.000000 Penalty: 4855.498047
	Iteration 51Q: 3 clusters Score -2455247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2455247.750000 Penalty: 4855.498047
	Iteration 52Q: 3 clusters Score -2455248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2455249.750000 Penalty: 4855.498047
	Iteration 53Q: 3 clusters Score -2455250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2455249.750000 Penalty: 4855.498047
	Iteration 54Q: 3 clusters Score -2455250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2455252.250000 Penalty: 4855.498047
	Iteration 55Q: 3 clusters Score -2455252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2455252.500000 Penalty: 4855.498047
	Iteration 56Q: 3 clusters Score -2455252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2455251.000000 Penalty: 4855.498047
	Iteration 57Q: 3 clusters Score -2455251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2455250.500000 Penalty: 4855.498047
	Iteration 58Q: 3 clusters Score -2455250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2455248.750000 Penalty: 4855.498047
	Iteration 59Q: 3 clusters Score -2455249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2455248.750000 Penalty: 4855.498047
	Iteration 60F: 3 clusters Score -2455249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -406048.562500 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -406048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402746.156250 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -402746.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -403414.125000 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -403414.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403617.500000 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -403617.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -403758.500000 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -403758.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403903.437500 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -403903.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -404013.281250 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -404013.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404095.250000 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -404095.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -404167.437500 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -404167.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -404209.937500 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -404209.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -404250.593750 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -404250.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -404292.343750 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -404292.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -404330.343750 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -404330.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -404359.968750 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -404360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -404391.343750 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -404391.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -404424.343750 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -404424.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -404450.468750 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -404450.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -404469.781250 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -404469.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -404487.343750 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -404487.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -404501.531250 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -404501.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -404512.500000 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -404512.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -404523.250000 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -404523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -404531.031250 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -404531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -404536.593750 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -404536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -404540.625000 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -404540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -404541.625000 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -404541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -404543.218750 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -404543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -404544.968750 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -404545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -404544.968750 Penalty: 3985.337646
	Iteration 27F: 3 clusters Score -404545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -353724.437500 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -353724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -350712.593750 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -350712.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351270.781250 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -351270.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -351415.531250 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -351415.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -351506.500000 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -351506.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351559.562500 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -351559.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -351593.187500 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -351593.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -351617.843750 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -351617.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -351628.500000 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -351628.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -351640.843750 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -351640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -351646.812500 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -351646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -351656.531250 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -351656.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -351666.843750 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -351666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -351670.437500 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -351670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -351673.093750 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -351673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -351676.781250 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -351676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -351679.437500 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -351679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -351682.343750 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -351682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -351685.343750 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -351685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351690.125000 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -351690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -351692.031250 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -351692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -351693.593750 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -351693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -152342.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -152342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150330.203125 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -150330.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150616.937500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -150616.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150702.765625 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -150702.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150751.437500 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -150751.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150779.593750 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -150779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150785.796875 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -150785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150790.687500 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -150790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150801.218750 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -150801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150808.218750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -150808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150811.593750 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -150811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150814.375000 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -150814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150818.671875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -150818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150823.359375 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -150823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150826.703125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -150826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150828.046875 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -150828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150828.812500 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -150828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150828.812500 Penalty: 3480.683105
	Iteration 16F: 3 clusters Score -150828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -921706.500000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -921706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -915978.062500 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -915978.1 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -917601.875000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -917601.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -917948.875000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -917948.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -918252.937500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -918252.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -918543.750000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -918543.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -918892.312500 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -918892.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -919223.625000 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -919223.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -919493.750000 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -919493.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -919727.750000 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -919727.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -919895.437500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -919895.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -920002.437500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -920002.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -920067.562500 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -920067.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -920107.125000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -920107.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -920126.000000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -920126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -920135.312500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -920135.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -920143.625000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -920143.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -920150.687500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -920150.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -920158.750000 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -920158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -920162.000000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -920162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -920164.250000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -920164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -920164.125000 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -920164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -920164.937500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -920164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -920166.312500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -920166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -920167.750000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -920167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -920167.750000 Penalty: 4385.788574
	Iteration 24F: 3 clusters Score -920167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140419 members 
Entering Unmasked Estep 
Score: -19139468.000000 Penalty: 2939.391846
	Iteration 0F: 2 clusters Score -1.913947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -19048244.000000 Penalty: 5878.783691
	Iteration 0F: 3 clusters Score -1.904824e+07 nChanged 66482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -19086710.000000 Penalty: 5878.783691
	Iteration 1F: 3 clusters Score -1.908671e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -19087776.000000 Penalty: 5878.783691
	Iteration 2Q: 3 clusters Score -1.908778e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -19088884.000000 Penalty: 5878.783691
	Iteration 3Q: 3 clusters Score -1.908888e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -19090608.000000 Penalty: 5878.783691
	Iteration 4Q: 3 clusters Score -1.909061e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -19093240.000000 Penalty: 5878.783691
	Iteration 5Q: 3 clusters Score -1.909324e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -19097644.000000 Penalty: 5878.783691
	Iteration 6F: 3 clusters Score -1.909764e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -19104088.000000 Penalty: 5878.783691
	Iteration 7F: 3 clusters Score -1.910409e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -19112980.000000 Penalty: 5878.783691
	Iteration 8F: 3 clusters Score -1.911298e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -19122114.000000 Penalty: 5878.783691
	Iteration 9F: 3 clusters Score -1.912211e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -19129230.000000 Penalty: 5878.783691
	Iteration 10F: 3 clusters Score -1.912923e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -19133116.000000 Penalty: 5878.783691
	Iteration 11Q: 3 clusters Score -1.913312e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -19134904.000000 Penalty: 5878.783691
	Iteration 12Q: 3 clusters Score -1.91349e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -19135814.000000 Penalty: 5878.783691
	Iteration 13Q: 3 clusters Score -1.913581e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -19136224.000000 Penalty: 5878.783691
	Iteration 14Q: 3 clusters Score -1.913622e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -19136438.000000 Penalty: 5878.783691
	Iteration 15Q: 3 clusters Score -1.913644e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -19136636.000000 Penalty: 5878.783691
	Iteration 16Q: 3 clusters Score -1.913664e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 139315 members 
Entering Unmasked Estep 
Score: -19136742.000000 Penalty: 5878.783691
	Iteration 17Q: 3 clusters Score -1.913674e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 139415 members 
Entering Unmasked Estep 
Score: -19136788.000000 Penalty: 5878.783691
	Iteration 18Q: 3 clusters Score -1.913679e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -19136870.000000 Penalty: 5878.783691
	Iteration 19Q: 3 clusters Score -1.913687e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -19136894.000000 Penalty: 5878.783691
	Iteration 20F: 3 clusters Score -1.913689e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -19136906.000000 Penalty: 5878.783691
	Iteration 21Q: 3 clusters Score -1.913691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -19136934.000000 Penalty: 5878.783691
	Iteration 22Q: 3 clusters Score -1.913693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -19136968.000000 Penalty: 5878.783691
	Iteration 23Q: 3 clusters Score -1.913697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -19136958.000000 Penalty: 5878.783691
	Iteration 24Q: 3 clusters Score -1.913696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 139648 members 
Entering Unmasked Estep 
Score: -19136958.000000 Penalty: 5878.783691
	Iteration 25Q: 3 clusters Score -1.913696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 139660 members 
Entering Unmasked Estep 
Score: -19136962.000000 Penalty: 5878.783691
	Iteration 26Q: 3 clusters Score -1.913696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -19136978.000000 Penalty: 5878.783691
	Iteration 27Q: 3 clusters Score -1.913698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -19136984.000000 Penalty: 5878.783691
	Iteration 28Q: 3 clusters Score -1.913698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -19136992.000000 Penalty: 5878.783691
	Iteration 29Q: 3 clusters Score -1.913699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -19137018.000000 Penalty: 5878.783691
	Iteration 30Q: 3 clusters Score -1.913702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 139681 members 
Entering Unmasked Estep 
Score: -19137014.000000 Penalty: 5878.783691
	Iteration 31Q: 3 clusters Score -1.913701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 139686 members 
Entering Unmasked Estep 
Score: -19137006.000000 Penalty: 5878.783691
	Iteration 32Q: 3 clusters Score -1.913701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -19137016.000000 Penalty: 5878.783691
	Iteration 33Q: 3 clusters Score -1.913702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 139691 members 
Entering Unmasked Estep 
Score: -19137016.000000 Penalty: 5878.783691
	Iteration 34Q: 3 clusters Score -1.913702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -19137024.000000 Penalty: 5878.783691
	Iteration 35Q: 3 clusters Score -1.913702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -19137020.000000 Penalty: 5878.783691
	Iteration 36Q: 3 clusters Score -1.913702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -19137022.000000 Penalty: 5878.783691
	Iteration 37Q: 3 clusters Score -1.913702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 139697 members 
Entering Unmasked Estep 
Score: -19137022.000000 Penalty: 5878.783691
	Iteration 38Q: 3 clusters Score -1.913702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 139697 members 
Entering Unmasked Estep 
Score: -19137022.000000 Penalty: 5878.783691
	Iteration 39F: 3 clusters Score -1.913702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Entering Unmasked Estep 
Score: -3433600.250000 Penalty: 2509.961914
	Iteration 0F: 2 clusters Score -3433600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3416490.000000 Penalty: 5019.923828
	Iteration 0F: 3 clusters Score -3416490 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3422441.500000 Penalty: 5019.923828
	Iteration 1F: 3 clusters Score -3422442 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3422960.500000 Penalty: 5019.923828
	Iteration 2F: 3 clusters Score -3422960 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3423459.250000 Penalty: 5019.923828
	Iteration 3Q: 3 clusters Score -3423459 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3423934.500000 Penalty: 5019.923828
	Iteration 4Q: 3 clusters Score -3423934 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3424453.750000 Penalty: 5019.923828
	Iteration 5Q: 3 clusters Score -3424454 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3425107.250000 Penalty: 5019.923828
	Iteration 6Q: 3 clusters Score -3425107 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3425906.500000 Penalty: 5019.923828
	Iteration 7F: 3 clusters Score -3425906 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3426744.750000 Penalty: 5019.923828
	Iteration 8F: 3 clusters Score -3426745 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3427671.750000 Penalty: 5019.923828
	Iteration 9F: 3 clusters Score -3427672 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3428532.500000 Penalty: 5019.923828
	Iteration 10Q: 3 clusters Score -3428532 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3429151.500000 Penalty: 5019.923828
	Iteration 11Q: 3 clusters Score -3429152 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3429667.250000 Penalty: 5019.923828
	Iteration 12Q: 3 clusters Score -3429667 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3430102.750000 Penalty: 5019.923828
	Iteration 13Q: 3 clusters Score -3430103 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3430406.500000 Penalty: 5019.923828
	Iteration 14Q: 3 clusters Score -3430406 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3430660.750000 Penalty: 5019.923828
	Iteration 15Q: 3 clusters Score -3430661 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3430885.000000 Penalty: 5019.923828
	Iteration 16Q: 3 clusters Score -3430885 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3431046.750000 Penalty: 5019.923828
	Iteration 17Q: 3 clusters Score -3431047 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3431146.500000 Penalty: 5019.923828
	Iteration 18Q: 3 clusters Score -3431146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3431215.000000 Penalty: 5019.923828
	Iteration 19Q: 3 clusters Score -3431215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3431301.250000 Penalty: 5019.923828
	Iteration 20F: 3 clusters Score -3431301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3431367.250000 Penalty: 5019.923828
	Iteration 21Q: 3 clusters Score -3431367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3431392.500000 Penalty: 5019.923828
	Iteration 22Q: 3 clusters Score -3431392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3431419.000000 Penalty: 5019.923828
	Iteration 23Q: 3 clusters Score -3431419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3431441.500000 Penalty: 5019.923828
	Iteration 24Q: 3 clusters Score -3431442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3431453.750000 Penalty: 5019.923828
	Iteration 25Q: 3 clusters Score -3431454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3431457.500000 Penalty: 5019.923828
	Iteration 26Q: 3 clusters Score -3431458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3431468.500000 Penalty: 5019.923828
	Iteration 27Q: 3 clusters Score -3431468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3431475.250000 Penalty: 5019.923828
	Iteration 28Q: 3 clusters Score -3431475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3431481.250000 Penalty: 5019.923828
	Iteration 29Q: 3 clusters Score -3431481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3431486.000000 Penalty: 5019.923828
	Iteration 30Q: 3 clusters Score -3431486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3431494.000000 Penalty: 5019.923828
	Iteration 31Q: 3 clusters Score -3431494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3431500.750000 Penalty: 5019.923828
	Iteration 32Q: 3 clusters Score -3431501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3431506.750000 Penalty: 5019.923828
	Iteration 33Q: 3 clusters Score -3431507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3431513.250000 Penalty: 5019.923828
	Iteration 34Q: 3 clusters Score -3431513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3431521.750000 Penalty: 5019.923828
	Iteration 35Q: 3 clusters Score -3431522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3431528.750000 Penalty: 5019.923828
	Iteration 36Q: 3 clusters Score -3431529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3431535.000000 Penalty: 5019.923828
	Iteration 37Q: 3 clusters Score -3431535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3431535.250000 Penalty: 5019.923828
	Iteration 38Q: 3 clusters Score -3431535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3431533.250000 Penalty: 5019.923828
	Iteration 39Q: 3 clusters Score -3431533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3431541.000000 Penalty: 5019.923828
	Iteration 40F: 3 clusters Score -3431541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3431543.750000 Penalty: 5019.923828
	Iteration 41Q: 3 clusters Score -3431544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3431553.250000 Penalty: 5019.923828
	Iteration 42Q: 3 clusters Score -3431553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3431560.000000 Penalty: 5019.923828
	Iteration 43Q: 3 clusters Score -3431560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3431559.750000 Penalty: 5019.923828
	Iteration 44Q: 3 clusters Score -3431560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3431564.500000 Penalty: 5019.923828
	Iteration 45Q: 3 clusters Score -3431564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3431561.250000 Penalty: 5019.923828
	Iteration 46Q: 3 clusters Score -3431561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3431561.250000 Penalty: 5019.923828
	Iteration 47F: 3 clusters Score -3431561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Entering Unmasked Estep 
Score: -9913106.000000 Penalty: 2780.993408
	Iteration 0F: 2 clusters Score -9913106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -9863291.000000 Penalty: 5561.986816
	Iteration 0F: 3 clusters Score -9863291 nChanged 34741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -9883357.000000 Penalty: 5561.986816
	Iteration 1F: 3 clusters Score -9883357 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -9884457.000000 Penalty: 5561.986816
	Iteration 2Q: 3 clusters Score -9884457 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -9885983.000000 Penalty: 5561.986816
	Iteration 3Q: 3 clusters Score -9885983 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -9887941.000000 Penalty: 5561.986816
	Iteration 4F: 3 clusters Score -9887941 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -9890039.000000 Penalty: 5561.986816
	Iteration 5F: 3 clusters Score -9890039 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -9892199.000000 Penalty: 5561.986816
	Iteration 6F: 3 clusters Score -9892199 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -9894196.000000 Penalty: 5561.986816
	Iteration 7F: 3 clusters Score -9894196 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -9895935.000000 Penalty: 5561.986816
	Iteration 8F: 3 clusters Score -9895935 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9897476.000000 Penalty: 5561.986816
	Iteration 9Q: 3 clusters Score -9897476 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -9898837.000000 Penalty: 5561.986816
	Iteration 10Q: 3 clusters Score -9898837 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -9900080.000000 Penalty: 5561.986816
	Iteration 11Q: 3 clusters Score -9900080 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -9901198.000000 Penalty: 5561.986816
	Iteration 12Q: 3 clusters Score -9901198 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -9902052.000000 Penalty: 5561.986816
	Iteration 13Q: 3 clusters Score -9902052 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -9902783.000000 Penalty: 5561.986816
	Iteration 14Q: 3 clusters Score -9902783 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -9903374.000000 Penalty: 5561.986816
	Iteration 15Q: 3 clusters Score -9903374 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -9904190.000000 Penalty: 5561.986816
	Iteration 16Q: 3 clusters Score -9904190 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -9904914.000000 Penalty: 5561.986816
	Iteration 17Q: 3 clusters Score -9904914 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -9905744.000000 Penalty: 5561.986816
	Iteration 18Q: 3 clusters Score -9905744 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -9906595.000000 Penalty: 5561.986816
	Iteration 19Q: 3 clusters Score -9906595 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -9907256.000000 Penalty: 5561.986816
	Iteration 20F: 3 clusters Score -9907256 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -9907827.000000 Penalty: 5561.986816
	Iteration 21Q: 3 clusters Score -9907827 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -9908258.000000 Penalty: 5561.986816
	Iteration 22Q: 3 clusters Score -9908258 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -9908641.000000 Penalty: 5561.986816
	Iteration 23Q: 3 clusters Score -9908641 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -9909031.000000 Penalty: 5561.986816
	Iteration 24Q: 3 clusters Score -9909031 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -9909309.000000 Penalty: 5561.986816
	Iteration 25Q: 3 clusters Score -9909309 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -9909551.000000 Penalty: 5561.986816
	Iteration 26Q: 3 clusters Score -9909551 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -9909830.000000 Penalty: 5561.986816
	Iteration 27Q: 3 clusters Score -9909830 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -9909985.000000 Penalty: 5561.986816
	Iteration 28Q: 3 clusters Score -9909985 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -9910079.000000 Penalty: 5561.986816
	Iteration 29Q: 3 clusters Score -9910079 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -9910209.000000 Penalty: 5561.986816
	Iteration 30Q: 3 clusters Score -9910209 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9910355.000000 Penalty: 5561.986816
	Iteration 31Q: 3 clusters Score -9910355 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9910442.000000 Penalty: 5561.986816
	Iteration 32Q: 3 clusters Score -9910442 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -9910505.000000 Penalty: 5561.986816
	Iteration 33Q: 3 clusters Score -9910505 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -9910604.000000 Penalty: 5561.986816
	Iteration 34Q: 3 clusters Score -9910604 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -9910657.000000 Penalty: 5561.986816
	Iteration 35Q: 3 clusters Score -9910657 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -9910725.000000 Penalty: 5561.986816
	Iteration 36Q: 3 clusters Score -9910725 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -9910790.000000 Penalty: 5561.986816
	Iteration 37Q: 3 clusters Score -9910790 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -9910817.000000 Penalty: 5561.986816
	Iteration 38Q: 3 clusters Score -9910817 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -9910872.000000 Penalty: 5561.986816
	Iteration 39Q: 3 clusters Score -9910872 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9910876.000000 Penalty: 5561.986816
	Iteration 40F: 3 clusters Score -9910876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -9910934.000000 Penalty: 5561.986816
	Iteration 41Q: 3 clusters Score -9910934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -9910968.000000 Penalty: 5561.986816
	Iteration 42Q: 3 clusters Score -9910968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -9910976.000000 Penalty: 5561.986816
	Iteration 43Q: 3 clusters Score -9910976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -9911034.000000 Penalty: 5561.986816
	Iteration 44Q: 3 clusters Score -9911034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -9911017.000000 Penalty: 5561.986816
	Iteration 45Q: 3 clusters Score -9911017 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9911039.000000 Penalty: 5561.986816
	Iteration 46Q: 3 clusters Score -9911039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -9911048.000000 Penalty: 5561.986816
	Iteration 47Q: 3 clusters Score -9911048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -9911060.000000 Penalty: 5561.986816
	Iteration 48Q: 3 clusters Score -9911060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9911068.000000 Penalty: 5561.986816
	Iteration 49Q: 3 clusters Score -9911068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -9911089.000000 Penalty: 5561.986816
	Iteration 50Q: 3 clusters Score -9911089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -9911087.000000 Penalty: 5561.986816
	Iteration 51Q: 3 clusters Score -9911087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -9911118.000000 Penalty: 5561.986816
	Iteration 52Q: 3 clusters Score -9911118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -9911121.000000 Penalty: 5561.986816
	Iteration 53Q: 3 clusters Score -9911121 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9911114.000000 Penalty: 5561.986816
	Iteration 54Q: 3 clusters Score -9911114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9911128.000000 Penalty: 5561.986816
	Iteration 55Q: 3 clusters Score -9911128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -9911126.000000 Penalty: 5561.986816
	Iteration 56Q: 3 clusters Score -9911126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -9911152.000000 Penalty: 5561.986816
	Iteration 57Q: 3 clusters Score -9911152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -9911158.000000 Penalty: 5561.986816
	Iteration 58Q: 3 clusters Score -9911158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -9911154.000000 Penalty: 5561.986816
	Iteration 59Q: 3 clusters Score -9911154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -9911162.000000 Penalty: 5561.986816
	Iteration 60F: 3 clusters Score -9911162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -9911168.000000 Penalty: 5561.986816
	Iteration 61Q: 3 clusters Score -9911168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -9911169.000000 Penalty: 5561.986816
	Iteration 62Q: 3 clusters Score -9911169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -9911171.000000 Penalty: 5561.986816
	Iteration 63Q: 3 clusters Score -9911171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -9911164.000000 Penalty: 5561.986816
	Iteration 64Q: 3 clusters Score -9911164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9911152.000000 Penalty: 5561.986816
	Iteration 65Q: 3 clusters Score -9911152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -9911152.000000 Penalty: 5561.986816
	Iteration 66Q: 3 clusters Score -9911152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -9911147.000000 Penalty: 5561.986816
	Iteration 67Q: 3 clusters Score -9911147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -9911168.000000 Penalty: 5561.986816
	Iteration 68Q: 3 clusters Score -9911168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -9911175.000000 Penalty: 5561.986816
	Iteration 69Q: 3 clusters Score -9911175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -9911170.000000 Penalty: 5561.986816
	Iteration 70Q: 3 clusters Score -9911170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9911185.000000 Penalty: 5561.986816
	Iteration 71Q: 3 clusters Score -9911185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -9911188.000000 Penalty: 5561.986816
	Iteration 72Q: 3 clusters Score -9911188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 73Q: 3 clusters Score -9911189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -9911190.000000 Penalty: 5561.986816
	Iteration 74Q: 3 clusters Score -9911190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -9911193.000000 Penalty: 5561.986816
	Iteration 75Q: 3 clusters Score -9911193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -9911188.000000 Penalty: 5561.986816
	Iteration 76Q: 3 clusters Score -9911188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 77Q: 3 clusters Score -9911189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -9911199.000000 Penalty: 5561.986816
	Iteration 78Q: 3 clusters Score -9911199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 79Q: 3 clusters Score -9911189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9911189.000000 Penalty: 5561.986816
	Iteration 80F: 3 clusters Score -9911189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -114245.062500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -114245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112468.664062 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -112468.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112809.984375 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -112810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112943.539062 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -112943.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112988.765625 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -112988.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113026.578125 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -113026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113065.031250 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -113065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113110.609375 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -113110.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -113144.351562 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -113144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -113158.640625 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -113158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113184.125000 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -113184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113217.921875 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -113217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113232.343750 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -113232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -113252.187500 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -113252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113270.570312 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -113270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113295.242188 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -113295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113304.757812 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -113304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113311.843750 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -113311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113312.265625 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -113312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113312.265625 Penalty: 3376.735596
	Iteration 18F: 3 clusters Score -113312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -807858.625000 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -807858.6 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 3120 members 
Entering Unmasked Estep 
Score: -802510.687500 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -802510.7 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -803939.687500 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -803939.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -804249.562500 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -804249.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -804463.187500 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -804463.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -804634.187500 Penalty: 4338.134766
	Iteration 4Q: 3 clusters Score -804634.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -804792.562500 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -804792.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -804937.312500 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -804937.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -805081.625000 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -805081.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -805220.875000 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -805220.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -805323.062500 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -805323.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -805395.562500 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -805395.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -805444.000000 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -805444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -805492.250000 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -805492.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -805535.625000 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -805535.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -805573.125000 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -805573.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -805603.562500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -805603.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -805631.875000 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -805631.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -805660.000000 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -805660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -805694.125000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -805694.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -805730.375000 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -805730.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -805770.500000 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -805770.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -805807.625000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -805807.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -805844.125000 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -805844.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -805885.125000 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -805885.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -805927.125000 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -805927.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -805981.937500 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -805981.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -806027.500000 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -806027.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -806086.937500 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -806086.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -806134.750000 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -806134.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -806192.312500 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -806192.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -806262.500000 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -806262.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -806330.125000 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -806330.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -806391.000000 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -806391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -806426.625000 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -806426.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -806450.875000 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -806450.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -806469.375000 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -806469.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -806477.437500 Penalty: 4338.134766
	Iteration 36Q: 3 clusters Score -806477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -806481.562500 Penalty: 4338.134766
	Iteration 37Q: 3 clusters Score -806481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -806484.437500 Penalty: 4338.134766
	Iteration 38Q: 3 clusters Score -806484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -806490.875000 Penalty: 4338.134766
	Iteration 39Q: 3 clusters Score -806490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -806496.312500 Penalty: 4338.134766
	Iteration 40F: 3 clusters Score -806496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -806498.875000 Penalty: 4338.134766
	Iteration 41Q: 3 clusters Score -806498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -806504.000000 Penalty: 4338.134766
	Iteration 42Q: 3 clusters Score -806504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -806504.125000 Penalty: 4338.134766
	Iteration 43Q: 3 clusters Score -806504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -806506.687500 Penalty: 4338.134766
	Iteration 44Q: 3 clusters Score -806506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -806507.000000 Penalty: 4338.134766
	Iteration 45Q: 3 clusters Score -806507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -806508.750000 Penalty: 4338.134766
	Iteration 46Q: 3 clusters Score -806508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -806509.250000 Penalty: 4338.134766
	Iteration 47Q: 3 clusters Score -806509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -806509.625000 Penalty: 4338.134766
	Iteration 48Q: 3 clusters Score -806509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -806509.625000 Penalty: 4338.134766
	Iteration 49F: 3 clusters Score -806509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Entering Unmasked Estep 
Score: -14348983.000000 Penalty: 2869.777832
	Iteration 0F: 2 clusters Score -1.434898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -14278166.000000 Penalty: 5739.555664
	Iteration 0F: 3 clusters Score -1.427817e+07 nChanged 50279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -14307913.000000 Penalty: 5739.555664
	Iteration 1F: 3 clusters Score -1.430791e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -14309951.000000 Penalty: 5739.555664
	Iteration 2Q: 3 clusters Score -1.430995e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -14312993.000000 Penalty: 5739.555664
	Iteration 3F: 3 clusters Score -1.431299e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -14317715.000000 Penalty: 5739.555664
	Iteration 4F: 3 clusters Score -1.431772e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -14324344.000000 Penalty: 5739.555664
	Iteration 5F: 3 clusters Score -1.432434e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -14331691.000000 Penalty: 5739.555664
	Iteration 6F: 3 clusters Score -1.433169e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -14338044.000000 Penalty: 5739.555664
	Iteration 7F: 3 clusters Score -1.433804e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -14342013.000000 Penalty: 5739.555664
	Iteration 8Q: 3 clusters Score -1.434201e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -14344114.000000 Penalty: 5739.555664
	Iteration 9Q: 3 clusters Score -1.434411e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -14345049.000000 Penalty: 5739.555664
	Iteration 10Q: 3 clusters Score -1.434505e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -14345515.000000 Penalty: 5739.555664
	Iteration 11Q: 3 clusters Score -1.434552e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -14345802.000000 Penalty: 5739.555664
	Iteration 12Q: 3 clusters Score -1.43458e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -14345977.000000 Penalty: 5739.555664
	Iteration 13Q: 3 clusters Score -1.434598e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -14346116.000000 Penalty: 5739.555664
	Iteration 14Q: 3 clusters Score -1.434612e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -14346232.000000 Penalty: 5739.555664
	Iteration 15Q: 3 clusters Score -1.434623e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -14346316.000000 Penalty: 5739.555664
	Iteration 16Q: 3 clusters Score -1.434632e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -14346378.000000 Penalty: 5739.555664
	Iteration 17Q: 3 clusters Score -1.434638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -14346407.000000 Penalty: 5739.555664
	Iteration 18Q: 3 clusters Score -1.434641e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -14346413.000000 Penalty: 5739.555664
	Iteration 19Q: 3 clusters Score -1.434641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -14346441.000000 Penalty: 5739.555664
	Iteration 20F: 3 clusters Score -1.434644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -14346445.000000 Penalty: 5739.555664
	Iteration 21Q: 3 clusters Score -1.434644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -14346467.000000 Penalty: 5739.555664
	Iteration 22Q: 3 clusters Score -1.434647e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -14346495.000000 Penalty: 5739.555664
	Iteration 23Q: 3 clusters Score -1.43465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -14346501.000000 Penalty: 5739.555664
	Iteration 24Q: 3 clusters Score -1.43465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -14346527.000000 Penalty: 5739.555664
	Iteration 25Q: 3 clusters Score -1.434653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -14346536.000000 Penalty: 5739.555664
	Iteration 26Q: 3 clusters Score -1.434654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -14346533.000000 Penalty: 5739.555664
	Iteration 27Q: 3 clusters Score -1.434653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -14346543.000000 Penalty: 5739.555664
	Iteration 28Q: 3 clusters Score -1.434654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -14346546.000000 Penalty: 5739.555664
	Iteration 29Q: 3 clusters Score -1.434655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -14346549.000000 Penalty: 5739.555664
	Iteration 30Q: 3 clusters Score -1.434655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -14346549.000000 Penalty: 5739.555664
	Iteration 31Q: 3 clusters Score -1.434655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 105120 members 
Entering Unmasked Estep 
Score: -14346560.000000 Penalty: 5739.555664
	Iteration 32Q: 3 clusters Score -1.434656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -14346566.000000 Penalty: 5739.555664
	Iteration 33Q: 3 clusters Score -1.434657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -14346561.000000 Penalty: 5739.555664
	Iteration 34Q: 3 clusters Score -1.434656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -14346574.000000 Penalty: 5739.555664
	Iteration 35Q: 3 clusters Score -1.434657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -14346582.000000 Penalty: 5739.555664
	Iteration 36Q: 3 clusters Score -1.434658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -14346592.000000 Penalty: 5739.555664
	Iteration 37Q: 3 clusters Score -1.434659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -14346585.000000 Penalty: 5739.555664
	Iteration 38Q: 3 clusters Score -1.434658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -14346581.000000 Penalty: 5739.555664
	Iteration 39Q: 3 clusters Score -1.434658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -14346580.000000 Penalty: 5739.555664
	Iteration 40F: 3 clusters Score -1.434658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -2126024.500000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -2126024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2114012.500000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -2114012 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2118323.250000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -2118323 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2119144.500000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -2119144 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2119988.000000 Penalty: 4826.947754
	Iteration 3F: 3 clusters Score -2119988 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2120802.000000 Penalty: 4826.947754
	Iteration 4F: 3 clusters Score -2120802 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2121536.250000 Penalty: 4826.947754
	Iteration 5F: 3 clusters Score -2121536 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2122204.000000 Penalty: 4826.947754
	Iteration 6F: 3 clusters Score -2122204 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2122730.250000 Penalty: 4826.947754
	Iteration 7Q: 3 clusters Score -2122730 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2123138.000000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -2123138 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2123443.750000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -2123444 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2123672.500000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -2123672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2123896.500000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -2123896 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2124130.000000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -2124130 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2124331.500000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -2124332 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2124505.000000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -2124505 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2124627.250000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -2124627 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2124719.750000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -2124720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2124777.000000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -2124777 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2124831.000000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -2124831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2124862.750000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -2124863 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2124891.500000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -2124892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2124917.750000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -2124918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2124927.250000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -2124927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2124938.750000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -2124939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2124948.750000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -2124949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2124962.750000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -2124963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2124961.750000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -2124962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2124970.750000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -2124971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2124975.000000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -2124975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2124975.000000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -2124975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2124976.000000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -2124976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2124975.250000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -2124975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2124978.500000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -2124978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2124978.500000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -2124978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2124981.000000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -2124981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2124979.500000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -2124980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2124983.250000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -2124983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2124984.500000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -2124984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2124987.500000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -2124988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2124993.000000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -2124993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2124992.500000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -2124992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2124991.000000 Penalty: 4826.947754
	Iteration 41Q: 3 clusters Score -2124991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2124994.500000 Penalty: 4826.947754
	Iteration 42Q: 3 clusters Score -2124994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2125001.000000 Penalty: 4826.947754
	Iteration 43Q: 3 clusters Score -2125001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2125005.500000 Penalty: 4826.947754
	Iteration 44Q: 3 clusters Score -2125006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2125009.500000 Penalty: 4826.947754
	Iteration 45Q: 3 clusters Score -2125010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2125014.500000 Penalty: 4826.947754
	Iteration 46Q: 3 clusters Score -2125014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2125013.250000 Penalty: 4826.947754
	Iteration 47Q: 3 clusters Score -2125013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2125019.250000 Penalty: 4826.947754
	Iteration 48Q: 3 clusters Score -2125019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2125021.500000 Penalty: 4826.947754
	Iteration 49Q: 3 clusters Score -2125022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2125023.250000 Penalty: 4826.947754
	Iteration 50Q: 3 clusters Score -2125023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2125028.500000 Penalty: 4826.947754
	Iteration 51Q: 3 clusters Score -2125028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2125027.500000 Penalty: 4826.947754
	Iteration 52Q: 3 clusters Score -2125028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2125030.250000 Penalty: 4826.947754
	Iteration 53Q: 3 clusters Score -2125030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2125032.250000 Penalty: 4826.947754
	Iteration 54Q: 3 clusters Score -2125032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2125032.500000 Penalty: 4826.947754
	Iteration 55Q: 3 clusters Score -2125032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2125036.250000 Penalty: 4826.947754
	Iteration 56Q: 3 clusters Score -2125036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2125034.000000 Penalty: 4826.947754
	Iteration 57Q: 3 clusters Score -2125034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2125038.250000 Penalty: 4826.947754
	Iteration 58Q: 3 clusters Score -2125038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2125040.250000 Penalty: 4826.947754
	Iteration 59Q: 3 clusters Score -2125040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2125042.000000 Penalty: 4826.947754
	Iteration 60F: 3 clusters Score -2125042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2125043.750000 Penalty: 4826.947754
	Iteration 61Q: 3 clusters Score -2125044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2125043.000000 Penalty: 4826.947754
	Iteration 62Q: 3 clusters Score -2125043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2125045.000000 Penalty: 4826.947754
	Iteration 63Q: 3 clusters Score -2125045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2125043.250000 Penalty: 4826.947754
	Iteration 64Q: 3 clusters Score -2125043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2125043.250000 Penalty: 4826.947754
	Iteration 65F: 3 clusters Score -2125043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Entering Unmasked Estep 
Score: -7320628.500000 Penalty: 2717.681152
	Iteration 0F: 2 clusters Score -7320628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -7282034.500000 Penalty: 5435.362305
	Iteration 0F: 3 clusters Score -7282034 nChanged 26606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7297350.500000 Penalty: 5435.362305
	Iteration 1F: 3 clusters Score -7297350 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -7298542.000000 Penalty: 5435.362305
	Iteration 2Q: 3 clusters Score -7298542 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -7299924.500000 Penalty: 5435.362305
	Iteration 3Q: 3 clusters Score -7299924 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -7301423.500000 Penalty: 5435.362305
	Iteration 4F: 3 clusters Score -7301424 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7303205.000000 Penalty: 5435.362305
	Iteration 5F: 3 clusters Score -7303205 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7305236.500000 Penalty: 5435.362305
	Iteration 6F: 3 clusters Score -7305236 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7307615.500000 Penalty: 5435.362305
	Iteration 7F: 3 clusters Score -7307616 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -7309972.000000 Penalty: 5435.362305
	Iteration 8F: 3 clusters Score -7309972 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -7311906.500000 Penalty: 5435.362305
	Iteration 9Q: 3 clusters Score -7311906 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -7313548.000000 Penalty: 5435.362305
	Iteration 10Q: 3 clusters Score -7313548 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -7314914.500000 Penalty: 5435.362305
	Iteration 11Q: 3 clusters Score -7314914 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -7315919.500000 Penalty: 5435.362305
	Iteration 12Q: 3 clusters Score -7315920 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7316705.500000 Penalty: 5435.362305
	Iteration 13Q: 3 clusters Score -7316706 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -7317273.500000 Penalty: 5435.362305
	Iteration 14Q: 3 clusters Score -7317274 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -7317674.500000 Penalty: 5435.362305
	Iteration 15Q: 3 clusters Score -7317674 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7317950.000000 Penalty: 5435.362305
	Iteration 16Q: 3 clusters Score -7317950 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7318199.000000 Penalty: 5435.362305
	Iteration 17Q: 3 clusters Score -7318199 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -7318354.000000 Penalty: 5435.362305
	Iteration 18Q: 3 clusters Score -7318354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -7318475.000000 Penalty: 5435.362305
	Iteration 19Q: 3 clusters Score -7318475 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -7318569.500000 Penalty: 5435.362305
	Iteration 20F: 3 clusters Score -7318570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7318666.000000 Penalty: 5435.362305
	Iteration 21Q: 3 clusters Score -7318666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -7318728.000000 Penalty: 5435.362305
	Iteration 22Q: 3 clusters Score -7318728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -7318818.500000 Penalty: 5435.362305
	Iteration 23Q: 3 clusters Score -7318818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -7318881.500000 Penalty: 5435.362305
	Iteration 24Q: 3 clusters Score -7318882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -7318928.000000 Penalty: 5435.362305
	Iteration 25Q: 3 clusters Score -7318928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -7318937.500000 Penalty: 5435.362305
	Iteration 26Q: 3 clusters Score -7318938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -7318951.500000 Penalty: 5435.362305
	Iteration 27Q: 3 clusters Score -7318952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -7318965.000000 Penalty: 5435.362305
	Iteration 28Q: 3 clusters Score -7318965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7318979.500000 Penalty: 5435.362305
	Iteration 29Q: 3 clusters Score -7318980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7319010.500000 Penalty: 5435.362305
	Iteration 30Q: 3 clusters Score -7319010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -7319038.500000 Penalty: 5435.362305
	Iteration 31Q: 3 clusters Score -7319038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -7319055.500000 Penalty: 5435.362305
	Iteration 32Q: 3 clusters Score -7319056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -7319071.500000 Penalty: 5435.362305
	Iteration 33Q: 3 clusters Score -7319072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7319082.000000 Penalty: 5435.362305
	Iteration 34Q: 3 clusters Score -7319082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7319092.500000 Penalty: 5435.362305
	Iteration 35Q: 3 clusters Score -7319092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -7319107.500000 Penalty: 5435.362305
	Iteration 36Q: 3 clusters Score -7319108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7319111.000000 Penalty: 5435.362305
	Iteration 37Q: 3 clusters Score -7319111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -7319122.000000 Penalty: 5435.362305
	Iteration 38Q: 3 clusters Score -7319122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -7319133.500000 Penalty: 5435.362305
	Iteration 39Q: 3 clusters Score -7319134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -7319137.000000 Penalty: 5435.362305
	Iteration 40F: 3 clusters Score -7319137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -7319153.000000 Penalty: 5435.362305
	Iteration 41Q: 3 clusters Score -7319153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7319167.500000 Penalty: 5435.362305
	Iteration 42Q: 3 clusters Score -7319168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -7319172.000000 Penalty: 5435.362305
	Iteration 43Q: 3 clusters Score -7319172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -7319183.500000 Penalty: 5435.362305
	Iteration 44Q: 3 clusters Score -7319184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -7319185.000000 Penalty: 5435.362305
	Iteration 45Q: 3 clusters Score -7319185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7319182.000000 Penalty: 5435.362305
	Iteration 46Q: 3 clusters Score -7319182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -7319185.500000 Penalty: 5435.362305
	Iteration 47Q: 3 clusters Score -7319186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -7319186.500000 Penalty: 5435.362305
	Iteration 48Q: 3 clusters Score -7319186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -7319187.500000 Penalty: 5435.362305
	Iteration 49Q: 3 clusters Score -7319188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -7319189.000000 Penalty: 5435.362305
	Iteration 50Q: 3 clusters Score -7319189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -7319192.500000 Penalty: 5435.362305
	Iteration 51Q: 3 clusters Score -7319192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7319193.000000 Penalty: 5435.362305
	Iteration 52Q: 3 clusters Score -7319193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7319193.000000 Penalty: 5435.362305
	Iteration 53F: 3 clusters Score -7319193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Entering Unmasked Estep 
Score: -2569793.000000 Penalty: 2438.200684
	Iteration 0F: 2 clusters Score -2569793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2556464.000000 Penalty: 4876.401367
	Iteration 0F: 3 clusters Score -2556464 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2560809.000000 Penalty: 4876.401367
	Iteration 1F: 3 clusters Score -2560809 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2561120.750000 Penalty: 4876.401367
	Iteration 2F: 3 clusters Score -2561121 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2561367.250000 Penalty: 4876.401367
	Iteration 3Q: 3 clusters Score -2561367 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2561569.500000 Penalty: 4876.401367
	Iteration 4Q: 3 clusters Score -2561570 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2561799.750000 Penalty: 4876.401367
	Iteration 5Q: 3 clusters Score -2561800 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2561999.000000 Penalty: 4876.401367
	Iteration 6Q: 3 clusters Score -2561999 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2562218.500000 Penalty: 4876.401367
	Iteration 7Q: 3 clusters Score -2562218 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2562480.250000 Penalty: 4876.401367
	Iteration 8Q: 3 clusters Score -2562480 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2562850.750000 Penalty: 4876.401367
	Iteration 9Q: 3 clusters Score -2562851 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2563349.500000 Penalty: 4876.401367
	Iteration 10Q: 3 clusters Score -2563350 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2564023.500000 Penalty: 4876.401367
	Iteration 11F: 3 clusters Score -2564024 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2564850.000000 Penalty: 4876.401367
	Iteration 12F: 3 clusters Score -2564850 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2565711.750000 Penalty: 4876.401367
	Iteration 13F: 3 clusters Score -2565712 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2566514.000000 Penalty: 4876.401367
	Iteration 14Q: 3 clusters Score -2566514 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2566990.750000 Penalty: 4876.401367
	Iteration 15Q: 3 clusters Score -2566991 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2567302.000000 Penalty: 4876.401367
	Iteration 16Q: 3 clusters Score -2567302 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2567479.000000 Penalty: 4876.401367
	Iteration 17Q: 3 clusters Score -2567479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2567568.500000 Penalty: 4876.401367
	Iteration 18Q: 3 clusters Score -2567568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2567621.750000 Penalty: 4876.401367
	Iteration 19Q: 3 clusters Score -2567622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2567655.250000 Penalty: 4876.401367
	Iteration 20F: 3 clusters Score -2567655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2567678.250000 Penalty: 4876.401367
	Iteration 21Q: 3 clusters Score -2567678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2567699.250000 Penalty: 4876.401367
	Iteration 22Q: 3 clusters Score -2567699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2567714.250000 Penalty: 4876.401367
	Iteration 23Q: 3 clusters Score -2567714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2567710.500000 Penalty: 4876.401367
	Iteration 24Q: 3 clusters Score -2567710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2567717.250000 Penalty: 4876.401367
	Iteration 25Q: 3 clusters Score -2567717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2567723.000000 Penalty: 4876.401367
	Iteration 26Q: 3 clusters Score -2567723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2567730.750000 Penalty: 4876.401367
	Iteration 27Q: 3 clusters Score -2567731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2567743.750000 Penalty: 4876.401367
	Iteration 28Q: 3 clusters Score -2567744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2567746.000000 Penalty: 4876.401367
	Iteration 29Q: 3 clusters Score -2567746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2567748.500000 Penalty: 4876.401367
	Iteration 30Q: 3 clusters Score -2567748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2567748.500000 Penalty: 4876.401367
	Iteration 31F: 3 clusters Score -2567748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1911816.250000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -1911816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1901679.375000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -1901679 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1904867.375000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -1904867 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1905306.125000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -1905306 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1905741.500000 Penalty: 4734.793457
	Iteration 3F: 3 clusters Score -1905742 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1906218.625000 Penalty: 4734.793457
	Iteration 4F: 3 clusters Score -1906219 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1906720.500000 Penalty: 4734.793457
	Iteration 5F: 3 clusters Score -1906720 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1907291.000000 Penalty: 4734.793457
	Iteration 6F: 3 clusters Score -1907291 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1907795.875000 Penalty: 4734.793457
	Iteration 7F: 3 clusters Score -1907796 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1908294.250000 Penalty: 4734.793457
	Iteration 8Q: 3 clusters Score -1908294 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1908756.125000 Penalty: 4734.793457
	Iteration 9Q: 3 clusters Score -1908756 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1909151.125000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -1909151 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1909437.875000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -1909438 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1909640.125000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -1909640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1909744.625000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -1909745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1909811.375000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -1909811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1909857.625000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -1909858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1909883.000000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -1909883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1909903.875000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -1909904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1909916.375000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -1909916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1909931.375000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -1909931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1909942.375000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -1909942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1909942.625000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -1909943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1909961.875000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -1909962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1909974.375000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -1909974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1909985.875000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -1909986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1909992.875000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -1909993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1910000.500000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -1910000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1910008.625000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -1910009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1910010.125000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -1910010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1910013.125000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -1910013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1910015.250000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -1910015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1910018.500000 Penalty: 4734.793457
	Iteration 31Q: 3 clusters Score -1910018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1910020.375000 Penalty: 4734.793457
	Iteration 32Q: 3 clusters Score -1910020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1910020.250000 Penalty: 4734.793457
	Iteration 33Q: 3 clusters Score -1910020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1910022.000000 Penalty: 4734.793457
	Iteration 34Q: 3 clusters Score -1910022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1910024.000000 Penalty: 4734.793457
	Iteration 35Q: 3 clusters Score -1910024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1910020.000000 Penalty: 4734.793457
	Iteration 36Q: 3 clusters Score -1910020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1910022.250000 Penalty: 4734.793457
	Iteration 37Q: 3 clusters Score -1910022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1910021.750000 Penalty: 4734.793457
	Iteration 38Q: 3 clusters Score -1910022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1910024.750000 Penalty: 4734.793457
	Iteration 39Q: 3 clusters Score -1910025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1910025.125000 Penalty: 4734.793457
	Iteration 40F: 3 clusters Score -1910025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1910026.750000 Penalty: 4734.793457
	Iteration 41Q: 3 clusters Score -1910027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1910025.750000 Penalty: 4734.793457
	Iteration 42Q: 3 clusters Score -1910026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1910025.750000 Penalty: 4734.793457
	Iteration 43F: 3 clusters Score -1910026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -147635.718750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -147635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145623.812500 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -145623.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145923.890625 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -145923.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145992.156250 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -145992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146019.203125 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -146019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146044.109375 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -146044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146056.171875 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -146056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146065.921875 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -146065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -146072.937500 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -146072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146077.421875 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -146077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146078.578125 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -146078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146078.578125 Penalty: 3470.354004
	Iteration 10F: 3 clusters Score -146078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -185794.171875 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -185794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183557.640625 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -183557.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183959.781250 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -183959.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -184077.625000 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -184077.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184140.437500 Penalty: 3616.661377
	Iteration 3Q: 3 clusters Score -184140.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -184167.281250 Penalty: 3616.661377
	Iteration 4Q: 3 clusters Score -184167.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184186.015625 Penalty: 3616.661377
	Iteration 5Q: 3 clusters Score -184186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -184202.718750 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -184202.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184216.703125 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -184216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184227.125000 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -184227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184232.484375 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -184232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184233.546875 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -184233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -184234.953125 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -184235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -184235.562500 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -184235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -184235.562500 Penalty: 3616.661377
	Iteration 13F: 3 clusters Score -184235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Entering Unmasked Estep 
Score: -12784010.000000 Penalty: 2838.861084
	Iteration 0F: 2 clusters Score -1.278401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -12721302.000000 Penalty: 5677.722168
	Iteration 0F: 3 clusters Score -1.27213e+07 nChanged 44336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -12746698.000000 Penalty: 5677.722168
	Iteration 1F: 3 clusters Score -1.27467e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -12747366.000000 Penalty: 5677.722168
	Iteration 2Q: 3 clusters Score -1.274737e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -12748366.000000 Penalty: 5677.722168
	Iteration 3Q: 3 clusters Score -1.274837e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -12750042.000000 Penalty: 5677.722168
	Iteration 4Q: 3 clusters Score -1.275004e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -12753115.000000 Penalty: 5677.722168
	Iteration 5F: 3 clusters Score -1.275312e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -12758412.000000 Penalty: 5677.722168
	Iteration 6F: 3 clusters Score -1.275841e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -12765716.000000 Penalty: 5677.722168
	Iteration 7F: 3 clusters Score -1.276572e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -12772775.000000 Penalty: 5677.722168
	Iteration 8F: 3 clusters Score -1.277278e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -12777353.000000 Penalty: 5677.722168
	Iteration 9F: 3 clusters Score -1.277735e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -12779728.000000 Penalty: 5677.722168
	Iteration 10Q: 3 clusters Score -1.277973e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -12780724.000000 Penalty: 5677.722168
	Iteration 11Q: 3 clusters Score -1.278072e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -12781135.000000 Penalty: 5677.722168
	Iteration 12Q: 3 clusters Score -1.278114e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -12781275.000000 Penalty: 5677.722168
	Iteration 13Q: 3 clusters Score -1.278128e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -12781363.000000 Penalty: 5677.722168
	Iteration 14Q: 3 clusters Score -1.278136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -12781406.000000 Penalty: 5677.722168
	Iteration 15Q: 3 clusters Score -1.278141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -12781447.000000 Penalty: 5677.722168
	Iteration 16Q: 3 clusters Score -1.278145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -12781478.000000 Penalty: 5677.722168
	Iteration 17Q: 3 clusters Score -1.278148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -12781491.000000 Penalty: 5677.722168
	Iteration 18Q: 3 clusters Score -1.278149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -12781513.000000 Penalty: 5677.722168
	Iteration 19Q: 3 clusters Score -1.278151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -12781516.000000 Penalty: 5677.722168
	Iteration 20F: 3 clusters Score -1.278152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -12781518.000000 Penalty: 5677.722168
	Iteration 21Q: 3 clusters Score -1.278152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -12781516.000000 Penalty: 5677.722168
	Iteration 22Q: 3 clusters Score -1.278152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -12781522.000000 Penalty: 5677.722168
	Iteration 23Q: 3 clusters Score -1.278152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -12781522.000000 Penalty: 5677.722168
	Iteration 24F: 3 clusters Score -1.278152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -63442.277344 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63442.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62020.972656 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -62020.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62329.597656 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62329.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62633.175781 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62633.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62838.308594 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62838.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62976.457031 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62976.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63073.542969 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -63073.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63283.507812 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63283.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63328.765625 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63328.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63332.589844 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63332.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63348.144531 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63348.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63372.464844 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63372.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63373.503906 Penalty: 3116.930664
	Iteration 11F: 3 clusters Score -63373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63409.214844 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63409.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63409.214844 Penalty: 3116.930664
	Iteration 13F: 3 clusters Score -63409.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Entering Unmasked Estep 
Score: -4822130.000000 Penalty: 2600.197754
	Iteration 0F: 2 clusters Score -4822130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4797778.000000 Penalty: 5200.395508
	Iteration 0F: 3 clusters Score -4797778 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4806537.500000 Penalty: 5200.395508
	Iteration 1F: 3 clusters Score -4806538 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4806942.000000 Penalty: 5200.395508
	Iteration 2Q: 3 clusters Score -4806942 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4807376.500000 Penalty: 5200.395508
	Iteration 3Q: 3 clusters Score -4807376 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4807762.000000 Penalty: 5200.395508
	Iteration 4Q: 3 clusters Score -4807762 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4808217.500000 Penalty: 5200.395508
	Iteration 5Q: 3 clusters Score -4808218 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4808677.500000 Penalty: 5200.395508
	Iteration 6Q: 3 clusters Score -4808678 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4809161.000000 Penalty: 5200.395508
	Iteration 7Q: 3 clusters Score -4809161 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4809873.500000 Penalty: 5200.395508
	Iteration 8Q: 3 clusters Score -4809874 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4810804.500000 Penalty: 5200.395508
	Iteration 9F: 3 clusters Score -4810804 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4811971.500000 Penalty: 5200.395508
	Iteration 10F: 3 clusters Score -4811972 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -4813337.500000 Penalty: 5200.395508
	Iteration 11F: 3 clusters Score -4813338 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4814950.000000 Penalty: 5200.395508
	Iteration 12F: 3 clusters Score -4814950 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4816625.000000 Penalty: 5200.395508
	Iteration 13F: 3 clusters Score -4816625 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4817931.500000 Penalty: 5200.395508
	Iteration 14Q: 3 clusters Score -4817932 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4818824.500000 Penalty: 5200.395508
	Iteration 15Q: 3 clusters Score -4818824 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4819300.000000 Penalty: 5200.395508
	Iteration 16Q: 3 clusters Score -4819300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4819514.000000 Penalty: 5200.395508
	Iteration 17Q: 3 clusters Score -4819514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4819606.500000 Penalty: 5200.395508
	Iteration 18Q: 3 clusters Score -4819606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4819654.500000 Penalty: 5200.395508
	Iteration 19Q: 3 clusters Score -4819654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4819695.000000 Penalty: 5200.395508
	Iteration 20F: 3 clusters Score -4819695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4819724.000000 Penalty: 5200.395508
	Iteration 21Q: 3 clusters Score -4819724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4819740.500000 Penalty: 5200.395508
	Iteration 22Q: 3 clusters Score -4819740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -4819763.000000 Penalty: 5200.395508
	Iteration 23Q: 3 clusters Score -4819763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4819765.000000 Penalty: 5200.395508
	Iteration 24Q: 3 clusters Score -4819765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4819773.500000 Penalty: 5200.395508
	Iteration 25Q: 3 clusters Score -4819774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4819788.000000 Penalty: 5200.395508
	Iteration 26Q: 3 clusters Score -4819788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4819794.500000 Penalty: 5200.395508
	Iteration 27Q: 3 clusters Score -4819794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4819810.500000 Penalty: 5200.395508
	Iteration 28Q: 3 clusters Score -4819810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4819823.000000 Penalty: 5200.395508
	Iteration 29Q: 3 clusters Score -4819823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4819818.500000 Penalty: 5200.395508
	Iteration 30Q: 3 clusters Score -4819818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4819822.000000 Penalty: 5200.395508
	Iteration 31Q: 3 clusters Score -4819822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4819827.500000 Penalty: 5200.395508
	Iteration 32Q: 3 clusters Score -4819828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4819827.500000 Penalty: 5200.395508
	Iteration 33Q: 3 clusters Score -4819828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4819830.500000 Penalty: 5200.395508
	Iteration 34Q: 3 clusters Score -4819830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4819830.500000 Penalty: 5200.395508
	Iteration 35F: 3 clusters Score -4819830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -106395.929688 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -106395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104628.015625 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -104628 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104898.515625 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -104898.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104990.203125 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -104990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105025.132812 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -105025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105055.234375 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -105055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105064.906250 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -105064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105071.867188 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -105071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105073.406250 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -105073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105077.187500 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -105077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105077.187500 Penalty: 3330.228516
	Iteration 9F: 3 clusters Score -105077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117668.640625 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117668.6 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 440 members 
Entering Unmasked Estep 
Score: -115832.507812 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115832.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116086.367188 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116086.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116165.257812 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116165.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116220.945312 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116220.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116250.093750 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116264.781250 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116264.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116274.078125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116280.304688 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116290.343750 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116293.117188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116298.140625 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116299.445312 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116299.445312 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -116299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (252469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252469 members 
Entering Unmasked Estep 
Score: -34513816.000000 Penalty: 3084.882812
	Iteration 0F: 2 clusters Score -3.451382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 126177 members 
Entering Unmasked Estep 
Score: -34362260.000000 Penalty: 6169.765625
	Iteration 0F: 3 clusters Score -3.436226e+07 nChanged 121980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -34433696.000000 Penalty: 6169.765625
	Iteration 1F: 3 clusters Score -3.44337e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -34434768.000000 Penalty: 6169.765625
	Iteration 2Q: 3 clusters Score -3.443477e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -34435588.000000 Penalty: 6169.765625
	Iteration 3Q: 3 clusters Score -3.443559e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 124465 members 
Entering Unmasked Estep 
Score: -34436896.000000 Penalty: 6169.765625
	Iteration 4Q: 3 clusters Score -3.44369e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -34438292.000000 Penalty: 6169.765625
	Iteration 5Q: 3 clusters Score -3.443829e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 120627 members 
Entering Unmasked Estep 
Score: -34439756.000000 Penalty: 6169.765625
	Iteration 6Q: 3 clusters Score -3.443976e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135241 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -34441760.000000 Penalty: 6169.765625
	Iteration 7Q: 3 clusters Score -3.444176e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140165 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -34444544.000000 Penalty: 6169.765625
	Iteration 8Q: 3 clusters Score -3.444454e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147222 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -34448088.000000 Penalty: 6169.765625
	Iteration 9Q: 3 clusters Score -3.444809e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -34453356.000000 Penalty: 6169.765625
	Iteration 10Q: 3 clusters Score -3.445336e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -34459608.000000 Penalty: 6169.765625
	Iteration 11F: 3 clusters Score -3.445961e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181908 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -34466156.000000 Penalty: 6169.765625
	Iteration 12F: 3 clusters Score -3.446616e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -34471920.000000 Penalty: 6169.765625
	Iteration 13F: 3 clusters Score -3.447192e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204616 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -34477160.000000 Penalty: 6169.765625
	Iteration 14Q: 3 clusters Score -3.447716e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211382 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -34480592.000000 Penalty: 6169.765625
	Iteration 15Q: 3 clusters Score -3.448059e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215719 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -34483548.000000 Penalty: 6169.765625
	Iteration 16Q: 3 clusters Score -3.448355e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218643 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -34485576.000000 Penalty: 6169.765625
	Iteration 17Q: 3 clusters Score -3.448558e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220616 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -34486676.000000 Penalty: 6169.765625
	Iteration 18Q: 3 clusters Score -3.448668e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222225 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -34487340.000000 Penalty: 6169.765625
	Iteration 19Q: 3 clusters Score -3.448734e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223658 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -34487796.000000 Penalty: 6169.765625
	Iteration 20F: 3 clusters Score -3.44878e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224961 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -34487856.000000 Penalty: 6169.765625
	Iteration 21Q: 3 clusters Score -3.448786e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226214 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -34488084.000000 Penalty: 6169.765625
	Iteration 22Q: 3 clusters Score -3.448808e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227289 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -34488200.000000 Penalty: 6169.765625
	Iteration 23Q: 3 clusters Score -3.44882e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228385 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -34488420.000000 Penalty: 6169.765625
	Iteration 24Q: 3 clusters Score -3.448842e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229435 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -34488764.000000 Penalty: 6169.765625
	Iteration 25Q: 3 clusters Score -3.448876e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230429 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -34489076.000000 Penalty: 6169.765625
	Iteration 26Q: 3 clusters Score -3.448908e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231418 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -34489400.000000 Penalty: 6169.765625
	Iteration 27Q: 3 clusters Score -3.44894e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232338 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -34489804.000000 Penalty: 6169.765625
	Iteration 28Q: 3 clusters Score -3.44898e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233296 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -34490184.000000 Penalty: 6169.765625
	Iteration 29Q: 3 clusters Score -3.449018e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234220 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -34490512.000000 Penalty: 6169.765625
	Iteration 30Q: 3 clusters Score -3.449051e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235113 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -34490860.000000 Penalty: 6169.765625
	Iteration 31Q: 3 clusters Score -3.449086e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235993 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -34491284.000000 Penalty: 6169.765625
	Iteration 32Q: 3 clusters Score -3.449128e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236919 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -34491840.000000 Penalty: 6169.765625
	Iteration 33Q: 3 clusters Score -3.449184e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237824 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -34493272.000000 Penalty: 6169.765625
	Iteration 34Q: 3 clusters Score -3.449327e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238774 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -34494680.000000 Penalty: 6169.765625
	Iteration 35Q: 3 clusters Score -3.449468e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239769 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -34496216.000000 Penalty: 6169.765625
	Iteration 36Q: 3 clusters Score -3.449622e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240750 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -34497680.000000 Penalty: 6169.765625
	Iteration 37Q: 3 clusters Score -3.449768e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241712 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -34498948.000000 Penalty: 6169.765625
	Iteration 38Q: 3 clusters Score -3.449895e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242677 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -34500168.000000 Penalty: 6169.765625
	Iteration 39Q: 3 clusters Score -3.450017e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243626 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -34501264.000000 Penalty: 6169.765625
	Iteration 40F: 3 clusters Score -3.450126e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244526 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -34502412.000000 Penalty: 6169.765625
	Iteration 41Q: 3 clusters Score -3.450241e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245379 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -34503516.000000 Penalty: 6169.765625
	Iteration 42Q: 3 clusters Score -3.450352e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246204 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -34504524.000000 Penalty: 6169.765625
	Iteration 43Q: 3 clusters Score -3.450452e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246960 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -34505288.000000 Penalty: 6169.765625
	Iteration 44Q: 3 clusters Score -3.450529e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247653 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -34505920.000000 Penalty: 6169.765625
	Iteration 45Q: 3 clusters Score -3.450592e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248293 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -34506752.000000 Penalty: 6169.765625
	Iteration 46Q: 3 clusters Score -3.450675e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248851 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -34507340.000000 Penalty: 6169.765625
	Iteration 47Q: 3 clusters Score -3.450734e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249359 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -34507968.000000 Penalty: 6169.765625
	Iteration 48Q: 3 clusters Score -3.450797e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249798 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -34508436.000000 Penalty: 6169.765625
	Iteration 49Q: 3 clusters Score -3.450844e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250161 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -34508808.000000 Penalty: 6169.765625
	Iteration 50Q: 3 clusters Score -3.450881e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250459 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -34509132.000000 Penalty: 6169.765625
	Iteration 51Q: 3 clusters Score -3.450913e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250692 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -34509336.000000 Penalty: 6169.765625
	Iteration 52Q: 3 clusters Score -3.450934e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250897 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -34509624.000000 Penalty: 6169.765625
	Iteration 53Q: 3 clusters Score -3.450962e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251071 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -34509756.000000 Penalty: 6169.765625
	Iteration 54Q: 3 clusters Score -3.450976e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -34509936.000000 Penalty: 6169.765625
	Iteration 55Q: 3 clusters Score -3.450994e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -34510120.000000 Penalty: 6169.765625
	Iteration 56Q: 3 clusters Score -3.451012e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251398 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -34510212.000000 Penalty: 6169.765625
	Iteration 57Q: 3 clusters Score -3.451021e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251468 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -34510300.000000 Penalty: 6169.765625
	Iteration 58Q: 3 clusters Score -3.45103e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251515 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -34510384.000000 Penalty: 6169.765625
	Iteration 59Q: 3 clusters Score -3.451038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251558 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -34510448.000000 Penalty: 6169.765625
	Iteration 60F: 3 clusters Score -3.451045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251603 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -34510484.000000 Penalty: 6169.765625
	Iteration 61Q: 3 clusters Score -3.451048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -34510512.000000 Penalty: 6169.765625
	Iteration 62Q: 3 clusters Score -3.451051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251665 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -34510588.000000 Penalty: 6169.765625
	Iteration 63Q: 3 clusters Score -3.451059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251686 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34510604.000000 Penalty: 6169.765625
	Iteration 64Q: 3 clusters Score -3.45106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251703 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -34510684.000000 Penalty: 6169.765625
	Iteration 65Q: 3 clusters Score -3.451068e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251730 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -34510728.000000 Penalty: 6169.765625
	Iteration 66Q: 3 clusters Score -3.451073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251757 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34510752.000000 Penalty: 6169.765625
	Iteration 67Q: 3 clusters Score -3.451075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251779 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -34510804.000000 Penalty: 6169.765625
	Iteration 68Q: 3 clusters Score -3.45108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251791 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34510832.000000 Penalty: 6169.765625
	Iteration 69Q: 3 clusters Score -3.451083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251802 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -34510828.000000 Penalty: 6169.765625
	Iteration 70Q: 3 clusters Score -3.451083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251811 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -34510828.000000 Penalty: 6169.765625
	Iteration 71Q: 3 clusters Score -3.451083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -34510832.000000 Penalty: 6169.765625
	Iteration 72Q: 3 clusters Score -3.451083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -34510864.000000 Penalty: 6169.765625
	Iteration 73Q: 3 clusters Score -3.451086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34510840.000000 Penalty: 6169.765625
	Iteration 74Q: 3 clusters Score -3.451084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251829 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -34510848.000000 Penalty: 6169.765625
	Iteration 75Q: 3 clusters Score -3.451085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251834 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -34510876.000000 Penalty: 6169.765625
	Iteration 76Q: 3 clusters Score -3.451088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251837 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -34510896.000000 Penalty: 6169.765625
	Iteration 77Q: 3 clusters Score -3.45109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251841 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -34510876.000000 Penalty: 6169.765625
	Iteration 78Q: 3 clusters Score -3.451088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -34510868.000000 Penalty: 6169.765625
	Iteration 79Q: 3 clusters Score -3.451087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -34510868.000000 Penalty: 6169.765625
	Iteration 80F: 3 clusters Score -3.451087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -69869.867188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -69869.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68307.664062 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -68307.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68542.789062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -68542.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68615.695312 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -68615.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68671.234375 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -68671.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68693.070312 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -68693.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68709.531250 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -68709.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68731.421875 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -68731.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68741.062500 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -68741.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68756.070312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -68756.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68805.585938 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -68805.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68846.054688 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -68846.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68884.796875 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -68884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68910.617188 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -68910.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68927.554688 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -68927.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68933.875000 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -68933.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68941.382812 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -68941.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68949.695312 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -68949.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68970.960938 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -68970.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68992.820312 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -68992.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69048.320312 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -69048.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69085.132812 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -69085.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69111.125000 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -69111.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69161.531250 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -69161.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69236.367188 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -69236.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69454.078125 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -69454.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69471.453125 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -69471.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69483.671875 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -69483.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69485.906250 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -69485.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69489.445312 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -69489.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69495.695312 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -69495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69506.968750 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -69506.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69518.250000 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -69518.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69524.968750 Penalty: 3151.767578
	Iteration 32Q: 3 clusters Score -69524.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69528.265625 Penalty: 3151.767578
	Iteration 33Q: 3 clusters Score -69528.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69533.929688 Penalty: 3151.767578
	Iteration 34Q: 3 clusters Score -69533.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69533.929688 Penalty: 3151.767578
	Iteration 35F: 3 clusters Score -69533.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -742073.375000 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -742073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -737218.500000 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -737218.5 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -738456.937500 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -738456.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -738795.562500 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -738795.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -739179.187500 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -739179.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -739553.875000 Penalty: 4279.230957
	Iteration 4F: 3 clusters Score -739553.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -739879.750000 Penalty: 4279.230957
	Iteration 5F: 3 clusters Score -739879.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -740105.250000 Penalty: 4279.230957
	Iteration 6F: 3 clusters Score -740105.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -740226.437500 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -740226.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -740294.312500 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -740294.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -740340.375000 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -740340.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -740369.875000 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -740369.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -740397.625000 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -740397.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -740426.625000 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -740426.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -740446.750000 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -740446.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -740461.125000 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -740461.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -740474.500000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -740474.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -740482.750000 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -740482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -740491.625000 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -740491.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -740501.750000 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -740501.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -740516.500000 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -740516.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -740527.875000 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -740527.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -740535.812500 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -740535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -740540.062500 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -740540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -740545.125000 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -740545.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -740552.812500 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -740552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -740559.312500 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -740559.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -740563.812500 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -740563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -740564.625000 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -740564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -740570.250000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -740570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -740571.062500 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -740571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -740572.562500 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -740572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -740572.875000 Penalty: 4279.230957
	Iteration 31Q: 3 clusters Score -740572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -740572.875000 Penalty: 4279.230957
	Iteration 32F: 3 clusters Score -740572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -185260.343750 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -185260.3 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 752 members 
Entering Unmasked Estep 
Score: -182986.625000 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -182986.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183578.328125 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -183578.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183809.281250 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -183809.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -183956.515625 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -183956.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184080.109375 Penalty: 3645.537354
	Iteration 4Q: 3 clusters Score -184080.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184159.687500 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -184159.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184222.390625 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -184222.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184250.968750 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -184251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -184266.078125 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -184266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184280.468750 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -184280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184290.656250 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -184290.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -184298.031250 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -184298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -184300.328125 Penalty: 3645.537354
	Iteration 12Q: 3 clusters Score -184300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -184303.328125 Penalty: 3645.537354
	Iteration 13Q: 3 clusters Score -184303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -184309.312500 Penalty: 3645.537354
	Iteration 14Q: 3 clusters Score -184309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -184315.843750 Penalty: 3645.537354
	Iteration 15Q: 3 clusters Score -184315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184321.531250 Penalty: 3645.537354
	Iteration 16Q: 3 clusters Score -184321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -184327.734375 Penalty: 3645.537354
	Iteration 17Q: 3 clusters Score -184327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184335.703125 Penalty: 3645.537354
	Iteration 18Q: 3 clusters Score -184335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184340.812500 Penalty: 3645.537354
	Iteration 19Q: 3 clusters Score -184340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -184344.875000 Penalty: 3645.537354
	Iteration 20F: 3 clusters Score -184344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184348.296875 Penalty: 3645.537354
	Iteration 21Q: 3 clusters Score -184348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184349.656250 Penalty: 3645.537354
	Iteration 22Q: 3 clusters Score -184349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184350.484375 Penalty: 3645.537354
	Iteration 23Q: 3 clusters Score -184350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184351.203125 Penalty: 3645.537354
	Iteration 24Q: 3 clusters Score -184351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184351.406250 Penalty: 3645.537354
	Iteration 25Q: 3 clusters Score -184351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184352.671875 Penalty: 3645.537354
	Iteration 26Q: 3 clusters Score -184352.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184353.328125 Penalty: 3645.537354
	Iteration 27Q: 3 clusters Score -184353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184353.875000 Penalty: 3645.537354
	Iteration 28Q: 3 clusters Score -184353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184353.875000 Penalty: 3645.537354
	Iteration 29F: 3 clusters Score -184353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -968434.625000 Penalty: 2199.610840
	Iteration 0F: 2 clusters Score -968434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -962594.187500 Penalty: 4399.221680
	Iteration 0F: 3 clusters Score -962594.2 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -964049.875000 Penalty: 4399.221680
	Iteration 1F: 3 clusters Score -964049.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -964264.500000 Penalty: 4399.221680
	Iteration 2F: 3 clusters Score -964264.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -964405.937500 Penalty: 4399.221680
	Iteration 3Q: 3 clusters Score -964405.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -964516.500000 Penalty: 4399.221680
	Iteration 4Q: 3 clusters Score -964516.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -964617.812500 Penalty: 4399.221680
	Iteration 5Q: 3 clusters Score -964617.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -964701.625000 Penalty: 4399.221680
	Iteration 6Q: 3 clusters Score -964701.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -964774.187500 Penalty: 4399.221680
	Iteration 7Q: 3 clusters Score -964774.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -964841.375000 Penalty: 4399.221680
	Iteration 8Q: 3 clusters Score -964841.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -964898.812500 Penalty: 4399.221680
	Iteration 9Q: 3 clusters Score -964898.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -964960.000000 Penalty: 4399.221680
	Iteration 10Q: 3 clusters Score -964960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -965008.812500 Penalty: 4399.221680
	Iteration 11Q: 3 clusters Score -965008.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -965045.187500 Penalty: 4399.221680
	Iteration 12Q: 3 clusters Score -965045.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -965081.500000 Penalty: 4399.221680
	Iteration 13Q: 3 clusters Score -965081.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -965115.875000 Penalty: 4399.221680
	Iteration 14Q: 3 clusters Score -965115.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -965150.250000 Penalty: 4399.221680
	Iteration 15Q: 3 clusters Score -965150.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -965185.250000 Penalty: 4399.221680
	Iteration 16Q: 3 clusters Score -965185.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -965215.937500 Penalty: 4399.221680
	Iteration 17Q: 3 clusters Score -965215.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -965245.937500 Penalty: 4399.221680
	Iteration 18Q: 3 clusters Score -965245.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -965271.250000 Penalty: 4399.221680
	Iteration 19Q: 3 clusters Score -965271.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -965292.812500 Penalty: 4399.221680
	Iteration 20F: 3 clusters Score -965292.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -965310.625000 Penalty: 4399.221680
	Iteration 21Q: 3 clusters Score -965310.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -965329.687500 Penalty: 4399.221680
	Iteration 22Q: 3 clusters Score -965329.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -965343.187500 Penalty: 4399.221680
	Iteration 23Q: 3 clusters Score -965343.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -965361.062500 Penalty: 4399.221680
	Iteration 24Q: 3 clusters Score -965361.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -965377.375000 Penalty: 4399.221680
	Iteration 25Q: 3 clusters Score -965377.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -965395.187500 Penalty: 4399.221680
	Iteration 26Q: 3 clusters Score -965395.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -965415.687500 Penalty: 4399.221680
	Iteration 27Q: 3 clusters Score -965415.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -965425.437500 Penalty: 4399.221680
	Iteration 28Q: 3 clusters Score -965425.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -965434.875000 Penalty: 4399.221680
	Iteration 29Q: 3 clusters Score -965434.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -965445.250000 Penalty: 4399.221680
	Iteration 30Q: 3 clusters Score -965445.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -965459.125000 Penalty: 4399.221680
	Iteration 31Q: 3 clusters Score -965459.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -965475.812500 Penalty: 4399.221680
	Iteration 32Q: 3 clusters Score -965475.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -965491.875000 Penalty: 4399.221680
	Iteration 33Q: 3 clusters Score -965491.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -965516.000000 Penalty: 4399.221680
	Iteration 34Q: 3 clusters Score -965516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -965532.312500 Penalty: 4399.221680
	Iteration 35Q: 3 clusters Score -965532.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -965551.875000 Penalty: 4399.221680
	Iteration 36Q: 3 clusters Score -965551.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -965576.937500 Penalty: 4399.221680
	Iteration 37Q: 3 clusters Score -965576.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -965602.000000 Penalty: 4399.221680
	Iteration 38Q: 3 clusters Score -965602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -965623.937500 Penalty: 4399.221680
	Iteration 39Q: 3 clusters Score -965623.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -965646.562500 Penalty: 4399.221680
	Iteration 40F: 3 clusters Score -965646.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -965671.187500 Penalty: 4399.221680
	Iteration 41Q: 3 clusters Score -965671.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -965686.625000 Penalty: 4399.221680
	Iteration 42Q: 3 clusters Score -965686.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -965706.125000 Penalty: 4399.221680
	Iteration 43Q: 3 clusters Score -965706.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -965718.875000 Penalty: 4399.221680
	Iteration 44Q: 3 clusters Score -965718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -965727.562500 Penalty: 4399.221680
	Iteration 45Q: 3 clusters Score -965727.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -965740.687500 Penalty: 4399.221680
	Iteration 46Q: 3 clusters Score -965740.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -965751.125000 Penalty: 4399.221680
	Iteration 47Q: 3 clusters Score -965751.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -965761.500000 Penalty: 4399.221680
	Iteration 48Q: 3 clusters Score -965761.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -965772.937500 Penalty: 4399.221680
	Iteration 49Q: 3 clusters Score -965772.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -965783.500000 Penalty: 4399.221680
	Iteration 50Q: 3 clusters Score -965783.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -965790.875000 Penalty: 4399.221680
	Iteration 51Q: 3 clusters Score -965790.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -965797.375000 Penalty: 4399.221680
	Iteration 52Q: 3 clusters Score -965797.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -965804.875000 Penalty: 4399.221680
	Iteration 53Q: 3 clusters Score -965804.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -965808.875000 Penalty: 4399.221680
	Iteration 54Q: 3 clusters Score -965808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -965807.500000 Penalty: 4399.221680
	Iteration 55Q: 3 clusters Score -965807.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -965812.750000 Penalty: 4399.221680
	Iteration 56Q: 3 clusters Score -965812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -965813.875000 Penalty: 4399.221680
	Iteration 57Q: 3 clusters Score -965813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -965815.625000 Penalty: 4399.221680
	Iteration 58Q: 3 clusters Score -965815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -965817.250000 Penalty: 4399.221680
	Iteration 59Q: 3 clusters Score -965817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -965821.875000 Penalty: 4399.221680
	Iteration 60F: 3 clusters Score -965821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -965822.187500 Penalty: 4399.221680
	Iteration 61Q: 3 clusters Score -965822.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -965825.125000 Penalty: 4399.221680
	Iteration 62Q: 3 clusters Score -965825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -965827.187500 Penalty: 4399.221680
	Iteration 63Q: 3 clusters Score -965827.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -965831.500000 Penalty: 4399.221680
	Iteration 64Q: 3 clusters Score -965831.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -965834.500000 Penalty: 4399.221680
	Iteration 65Q: 3 clusters Score -965834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -965837.000000 Penalty: 4399.221680
	Iteration 66Q: 3 clusters Score -965837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -965841.187500 Penalty: 4399.221680
	Iteration 67Q: 3 clusters Score -965841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -965846.125000 Penalty: 4399.221680
	Iteration 68Q: 3 clusters Score -965846.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -965853.437500 Penalty: 4399.221680
	Iteration 69Q: 3 clusters Score -965853.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -965858.437500 Penalty: 4399.221680
	Iteration 70Q: 3 clusters Score -965858.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -965864.062500 Penalty: 4399.221680
	Iteration 71Q: 3 clusters Score -965864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -965871.562500 Penalty: 4399.221680
	Iteration 72Q: 3 clusters Score -965871.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -965878.000000 Penalty: 4399.221680
	Iteration 73Q: 3 clusters Score -965878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -965885.062500 Penalty: 4399.221680
	Iteration 74Q: 3 clusters Score -965885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -965888.875000 Penalty: 4399.221680
	Iteration 75Q: 3 clusters Score -965888.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -965897.437500 Penalty: 4399.221680
	Iteration 76Q: 3 clusters Score -965897.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -965904.875000 Penalty: 4399.221680
	Iteration 77Q: 3 clusters Score -965904.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -965916.625000 Penalty: 4399.221680
	Iteration 78Q: 3 clusters Score -965916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -965924.062500 Penalty: 4399.221680
	Iteration 79Q: 3 clusters Score -965924.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -965926.937500 Penalty: 4399.221680
	Iteration 80F: 3 clusters Score -965926.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -965936.500000 Penalty: 4399.221680
	Iteration 81Q: 3 clusters Score -965936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -965937.000000 Penalty: 4399.221680
	Iteration 82Q: 3 clusters Score -965937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -965939.937500 Penalty: 4399.221680
	Iteration 83Q: 3 clusters Score -965939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -965939.375000 Penalty: 4399.221680
	Iteration 84Q: 3 clusters Score -965939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -965944.187500 Penalty: 4399.221680
	Iteration 85Q: 3 clusters Score -965944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -965946.062500 Penalty: 4399.221680
	Iteration 86Q: 3 clusters Score -965946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -965948.500000 Penalty: 4399.221680
	Iteration 87Q: 3 clusters Score -965948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -965949.375000 Penalty: 4399.221680
	Iteration 88Q: 3 clusters Score -965949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -965950.750000 Penalty: 4399.221680
	Iteration 89Q: 3 clusters Score -965950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -965956.000000 Penalty: 4399.221680
	Iteration 90Q: 3 clusters Score -965956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -965960.125000 Penalty: 4399.221680
	Iteration 91Q: 3 clusters Score -965960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -965960.500000 Penalty: 4399.221680
	Iteration 92Q: 3 clusters Score -965960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -965962.437500 Penalty: 4399.221680
	Iteration 93Q: 3 clusters Score -965962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -965965.562500 Penalty: 4399.221680
	Iteration 94Q: 3 clusters Score -965965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -965967.875000 Penalty: 4399.221680
	Iteration 95Q: 3 clusters Score -965967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -965973.937500 Penalty: 4399.221680
	Iteration 96Q: 3 clusters Score -965973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -965977.937500 Penalty: 4399.221680
	Iteration 97Q: 3 clusters Score -965977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -965977.750000 Penalty: 4399.221680
	Iteration 98Q: 3 clusters Score -965977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -965979.375000 Penalty: 4399.221680
	Iteration 99Q: 3 clusters Score -965979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -965982.125000 Penalty: 4399.221680
	Iteration 100F: 3 clusters Score -965982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -965985.625000 Penalty: 4399.221680
	Iteration 101Q: 3 clusters Score -965985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -965987.625000 Penalty: 4399.221680
	Iteration 102Q: 3 clusters Score -965987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -965989.062500 Penalty: 4399.221680
	Iteration 103Q: 3 clusters Score -965989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -965989.062500 Penalty: 4399.221680
	Iteration 104F: 3 clusters Score -965989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (116415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Entering Unmasked Estep 
Score: -15767436.000000 Penalty: 2892.899414
	Iteration 0F: 2 clusters Score -1.576744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -15689639.000000 Penalty: 5785.798828
	Iteration 0F: 3 clusters Score -1.568964e+07 nChanged 55337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -15721107.000000 Penalty: 5785.798828
	Iteration 1F: 3 clusters Score -1.572111e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -15722132.000000 Penalty: 5785.798828
	Iteration 2Q: 3 clusters Score -1.572213e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -15723582.000000 Penalty: 5785.798828
	Iteration 3Q: 3 clusters Score -1.572358e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -15725945.000000 Penalty: 5785.798828
	Iteration 4Q: 3 clusters Score -1.572594e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -15729248.000000 Penalty: 5785.798828
	Iteration 5F: 3 clusters Score -1.572925e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -15733302.000000 Penalty: 5785.798828
	Iteration 6F: 3 clusters Score -1.57333e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -15737884.000000 Penalty: 5785.798828
	Iteration 7F: 3 clusters Score -1.573788e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -15742505.000000 Penalty: 5785.798828
	Iteration 8F: 3 clusters Score -1.57425e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -15746733.000000 Penalty: 5785.798828
	Iteration 9F: 3 clusters Score -1.574673e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -15750093.000000 Penalty: 5785.798828
	Iteration 10Q: 3 clusters Score -1.575009e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -15751803.000000 Penalty: 5785.798828
	Iteration 11Q: 3 clusters Score -1.57518e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -15752665.000000 Penalty: 5785.798828
	Iteration 12Q: 3 clusters Score -1.575266e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -15753151.000000 Penalty: 5785.798828
	Iteration 13Q: 3 clusters Score -1.575315e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -15753577.000000 Penalty: 5785.798828
	Iteration 14Q: 3 clusters Score -1.575358e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -15754043.000000 Penalty: 5785.798828
	Iteration 15Q: 3 clusters Score -1.575404e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -15754608.000000 Penalty: 5785.798828
	Iteration 16Q: 3 clusters Score -1.575461e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -15755021.000000 Penalty: 5785.798828
	Iteration 17Q: 3 clusters Score -1.575502e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -15755535.000000 Penalty: 5785.798828
	Iteration 18Q: 3 clusters Score -1.575554e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -15756093.000000 Penalty: 5785.798828
	Iteration 19Q: 3 clusters Score -1.575609e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -15756660.000000 Penalty: 5785.798828
	Iteration 20F: 3 clusters Score -1.575666e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -15757267.000000 Penalty: 5785.798828
	Iteration 21Q: 3 clusters Score -1.575727e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -15757908.000000 Penalty: 5785.798828
	Iteration 22Q: 3 clusters Score -1.575791e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -15758449.000000 Penalty: 5785.798828
	Iteration 23Q: 3 clusters Score -1.575845e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -15759059.000000 Penalty: 5785.798828
	Iteration 24Q: 3 clusters Score -1.575906e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -15759606.000000 Penalty: 5785.798828
	Iteration 25Q: 3 clusters Score -1.575961e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -15760114.000000 Penalty: 5785.798828
	Iteration 26Q: 3 clusters Score -1.576011e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -15760540.000000 Penalty: 5785.798828
	Iteration 27Q: 3 clusters Score -1.576054e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -15760964.000000 Penalty: 5785.798828
	Iteration 28Q: 3 clusters Score -1.576096e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -15761370.000000 Penalty: 5785.798828
	Iteration 29Q: 3 clusters Score -1.576137e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -15761608.000000 Penalty: 5785.798828
	Iteration 30Q: 3 clusters Score -1.576161e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -15761997.000000 Penalty: 5785.798828
	Iteration 31Q: 3 clusters Score -1.5762e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -15762310.000000 Penalty: 5785.798828
	Iteration 32Q: 3 clusters Score -1.576231e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -15762608.000000 Penalty: 5785.798828
	Iteration 33Q: 3 clusters Score -1.576261e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -15762902.000000 Penalty: 5785.798828
	Iteration 34Q: 3 clusters Score -1.57629e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -15763159.000000 Penalty: 5785.798828
	Iteration 35Q: 3 clusters Score -1.576316e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -15763396.000000 Penalty: 5785.798828
	Iteration 36Q: 3 clusters Score -1.57634e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -15763581.000000 Penalty: 5785.798828
	Iteration 37Q: 3 clusters Score -1.576358e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -15763836.000000 Penalty: 5785.798828
	Iteration 38Q: 3 clusters Score -1.576384e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -15764014.000000 Penalty: 5785.798828
	Iteration 39Q: 3 clusters Score -1.576401e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -15764250.000000 Penalty: 5785.798828
	Iteration 40F: 3 clusters Score -1.576425e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -15764333.000000 Penalty: 5785.798828
	Iteration 41Q: 3 clusters Score -1.576433e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -15764445.000000 Penalty: 5785.798828
	Iteration 42Q: 3 clusters Score -1.576444e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -15764560.000000 Penalty: 5785.798828
	Iteration 43Q: 3 clusters Score -1.576456e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -15764659.000000 Penalty: 5785.798828
	Iteration 44Q: 3 clusters Score -1.576466e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -15764692.000000 Penalty: 5785.798828
	Iteration 45Q: 3 clusters Score -1.576469e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -15764787.000000 Penalty: 5785.798828
	Iteration 46Q: 3 clusters Score -1.576479e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -15764858.000000 Penalty: 5785.798828
	Iteration 47Q: 3 clusters Score -1.576486e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -15764896.000000 Penalty: 5785.798828
	Iteration 48Q: 3 clusters Score -1.57649e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15764959.000000 Penalty: 5785.798828
	Iteration 49Q: 3 clusters Score -1.576496e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15765006.000000 Penalty: 5785.798828
	Iteration 50Q: 3 clusters Score -1.576501e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -15765027.000000 Penalty: 5785.798828
	Iteration 51Q: 3 clusters Score -1.576503e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -15765069.000000 Penalty: 5785.798828
	Iteration 52Q: 3 clusters Score -1.576507e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15765061.000000 Penalty: 5785.798828
	Iteration 53Q: 3 clusters Score -1.576506e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -15765067.000000 Penalty: 5785.798828
	Iteration 54Q: 3 clusters Score -1.576507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114155 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15765103.000000 Penalty: 5785.798828
	Iteration 55Q: 3 clusters Score -1.57651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15765129.000000 Penalty: 5785.798828
	Iteration 56Q: 3 clusters Score -1.576513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15765150.000000 Penalty: 5785.798828
	Iteration 57Q: 3 clusters Score -1.576515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15765161.000000 Penalty: 5785.798828
	Iteration 58Q: 3 clusters Score -1.576516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -15765186.000000 Penalty: 5785.798828
	Iteration 59Q: 3 clusters Score -1.576519e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15765201.000000 Penalty: 5785.798828
	Iteration 60F: 3 clusters Score -1.57652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15765193.000000 Penalty: 5785.798828
	Iteration 61Q: 3 clusters Score -1.576519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -15765217.000000 Penalty: 5785.798828
	Iteration 62Q: 3 clusters Score -1.576522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15765218.000000 Penalty: 5785.798828
	Iteration 63Q: 3 clusters Score -1.576522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114480 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15765223.000000 Penalty: 5785.798828
	Iteration 64Q: 3 clusters Score -1.576522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -15765208.000000 Penalty: 5785.798828
	Iteration 65Q: 3 clusters Score -1.576521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -15765222.000000 Penalty: 5785.798828
	Iteration 66Q: 3 clusters Score -1.576522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15765222.000000 Penalty: 5785.798828
	Iteration 67Q: 3 clusters Score -1.576522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15765234.000000 Penalty: 5785.798828
	Iteration 68Q: 3 clusters Score -1.576523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15765220.000000 Penalty: 5785.798828
	Iteration 69Q: 3 clusters Score -1.576522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -15765226.000000 Penalty: 5785.798828
	Iteration 70Q: 3 clusters Score -1.576523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -15765224.000000 Penalty: 5785.798828
	Iteration 71Q: 3 clusters Score -1.576522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15765224.000000 Penalty: 5785.798828
	Iteration 72Q: 3 clusters Score -1.576522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -15765222.000000 Penalty: 5785.798828
	Iteration 73Q: 3 clusters Score -1.576522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -15765228.000000 Penalty: 5785.798828
	Iteration 74Q: 3 clusters Score -1.576523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -15765213.000000 Penalty: 5785.798828
	Iteration 75Q: 3 clusters Score -1.576521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15765229.000000 Penalty: 5785.798828
	Iteration 76Q: 3 clusters Score -1.576523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -15765224.000000 Penalty: 5785.798828
	Iteration 77Q: 3 clusters Score -1.576522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -15765229.000000 Penalty: 5785.798828
	Iteration 78Q: 3 clusters Score -1.576523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114556 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15765224.000000 Penalty: 5785.798828
	Iteration 79Q: 3 clusters Score -1.576522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15765223.000000 Penalty: 5785.798828
	Iteration 80F: 3 clusters Score -1.576522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15765225.000000 Penalty: 5785.798828
	Iteration 81Q: 3 clusters Score -1.576522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15765236.000000 Penalty: 5785.798828
	Iteration 82Q: 3 clusters Score -1.576524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -15765220.000000 Penalty: 5785.798828
	Iteration 83Q: 3 clusters Score -1.576522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15765225.000000 Penalty: 5785.798828
	Iteration 84Q: 3 clusters Score -1.576522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15765230.000000 Penalty: 5785.798828
	Iteration 85Q: 3 clusters Score -1.576523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114577 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -15765234.000000 Penalty: 5785.798828
	Iteration 86Q: 3 clusters Score -1.576523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15765223.000000 Penalty: 5785.798828
	Iteration 87Q: 3 clusters Score -1.576522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15765219.000000 Penalty: 5785.798828
	Iteration 88Q: 3 clusters Score -1.576522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15765227.000000 Penalty: 5785.798828
	Iteration 89Q: 3 clusters Score -1.576523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15765221.000000 Penalty: 5785.798828
	Iteration 90Q: 3 clusters Score -1.576522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -15765218.000000 Penalty: 5785.798828
	Iteration 91Q: 3 clusters Score -1.576522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -15765218.000000 Penalty: 5785.798828
	Iteration 92F: 3 clusters Score -1.576522e+07 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -397084416.000000 Penalty: 107336.421875
21->30 Clusters: Score -397084416.000000, best is -397127712.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 48328 members 
Mstep: Class 3 contains 48473 members 
Mstep: Class 4 contains 47855 members 
Mstep: Class 5 contains 47889 members 
Mstep: Class 6 contains 48071 members 
Mstep: Class 7 contains 47876 members 
Mstep: Class 8 contains 48379 members 
Mstep: Class 9 contains 48586 members 
Mstep: Class 10 contains 47708 members 
Mstep: Class 11 contains 47887 members 
Mstep: Class 12 contains 48046 members 
Mstep: Class 13 contains 48061 members 
Mstep: Class 14 contains 48038 members 
Mstep: Class 15 contains 48136 members 
Mstep: Class 16 contains 48394 members 
Mstep: Class 17 contains 48150 members 
Mstep: Class 18 contains 48066 members 
Mstep: Class 19 contains 48241 members 
Mstep: Class 20 contains 47897 members 
Mstep: Class 21 contains 48148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 657.252441 but Gain 3428.804688
Score: -128579624.000000 Penalty: 68576.000000
Iteration 0F: 21 clusters Score -1.285796e+08 nChanged 956664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2266 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 60504 members 
Mstep: Class 3 contains 58856 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 6 contains 90877 members 
Mstep: Class 7 contains 30569 members 
Mstep: Class 8 contains 15557 members 
Mstep: Class 9 contains 93067 members 
Mstep: Class 10 contains 49122 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 12 contains 100424 members 
Mstep: Class 13 contains 97238 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 98157 members 
Mstep: Class 16 contains 36047 members 
Mstep: Class 17 contains 24371 members 
Mstep: Class 18 contains 23466 members 
Mstep: Class 19 contains 15501 members 
Mstep: Class 20 contains 27755 members 
Mstep: Class 21 contains 37057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131588352.000000 Penalty: 68576.000000
Iteration 1F: 21 clusters Score -1.315884e+08 nChanged 377512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2299 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 74441 members 
Mstep: Class 3 contains 58620 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 6 contains 81918 members 
Mstep: Class 7 contains 22533 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 71329 members 
Mstep: Class 10 contains 47318 members 
Mstep: Class 11 contains 17505 members 
Mstep: Class 12 contains 133428 members 
Mstep: Class 13 contains 89407 members 
Mstep: Class 14 contains 28724 members 
Mstep: Class 15 contains 134409 members 
Mstep: Class 16 contains 20798 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 28325 members 
Mstep: Class 19 contains 9053 members 
Mstep: Class 20 contains 23606 members 
Mstep: Class 21 contains 26691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132544656.000000 Penalty: 68576.000000
Iteration 2F: 21 clusters Score -1.325447e+08 nChanged 275411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1650 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 72909 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 8335 members 
Mstep: Class 6 contains 69265 members 
Mstep: Class 7 contains 20737 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 48099 members 
Mstep: Class 10 contains 43669 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 165027 members 
Mstep: Class 13 contains 90130 members 
Mstep: Class 14 contains 38968 members 
Mstep: Class 15 contains 163555 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 35966 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 24845 members 
Mstep: Class 21 contains 19183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133044584.000000 Penalty: 68576.000000
Iteration 3F: 21 clusters Score -1.330446e+08 nChanged 201958
Entering Unmasked Mstep 
Mstep: Class 0 contains 873 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 64566 members 
Mstep: Class 3 contains 38861 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 6 contains 57416 members 
Mstep: Class 7 contains 20039 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 39002 members 
Mstep: Class 10 contains 36584 members 
Mstep: Class 11 contains 17770 members 
Mstep: Class 12 contains 184696 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 54828 members 
Mstep: Class 15 contains 182220 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 43423 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 26145 members 
Mstep: Class 21 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133315488.000000 Penalty: 68576.000000
Iteration 4F: 21 clusters Score -1.333155e+08 nChanged 166546
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 57197 members 
Mstep: Class 3 contains 38491 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 6 contains 46429 members 
Mstep: Class 7 contains 17122 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 33222 members 
Mstep: Class 10 contains 28373 members 
Mstep: Class 11 contains 17418 members 
Mstep: Class 12 contains 187966 members 
Mstep: Class 13 contains 92056 members 
Mstep: Class 14 contains 72450 members 
Mstep: Class 15 contains 201683 members 
Mstep: Class 16 contains 9145 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 51428 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 27247 members 
Mstep: Class 21 contains 10727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133497824.000000 Penalty: 68576.000000
Iteration 5F: 21 clusters Score -1.334978e+08 nChanged 145037
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 49946 members 
Mstep: Class 3 contains 43088 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 6 contains 37625 members 
Mstep: Class 7 contains 13393 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 27966 members 
Mstep: Class 10 contains 19926 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 181598 members 
Mstep: Class 13 contains 96289 members 
Mstep: Class 14 contains 89600 members 
Mstep: Class 15 contains 223605 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 58779 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 27356 members 
Mstep: Class 21 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133622888.000000 Penalty: 68576.000000
Iteration 6F: 21 clusters Score -1.336229e+08 nChanged 122409
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 42213 members 
Mstep: Class 3 contains 48409 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 6 contains 30802 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 22772 members 
Mstep: Class 10 contains 12486 members 
Mstep: Class 11 contains 17664 members 
Mstep: Class 12 contains 176619 members 
Mstep: Class 13 contains 100214 members 
Mstep: Class 14 contains 105170 members 
Mstep: Class 15 contains 240885 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 64360 members 
Mstep: Class 19 contains 3239 members 
Mstep: Class 20 contains 26390 members 
Mstep: Class 21 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133726200.000000 Penalty: 68576.000000
Iteration 7F: 21 clusters Score -1.337262e+08 nChanged 98675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 34059 members 
Mstep: Class 3 contains 54093 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 6 contains 25511 members 
Mstep: Class 7 contains 9443 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 18183 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 17716 members 
Mstep: Class 12 contains 172493 members 
Mstep: Class 13 contains 104378 members 
Mstep: Class 14 contains 117998 members 
Mstep: Class 15 contains 253274 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 68347 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 24359 members 
Mstep: Class 21 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133813816.000000 Penalty: 68576.000000
Iteration 8F: 21 clusters Score -1.338138e+08 nChanged 78205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 26366 members 
Mstep: Class 3 contains 59609 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 8776 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 14335 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 166686 members 
Mstep: Class 13 contains 108633 members 
Mstep: Class 14 contains 127495 members 
Mstep: Class 15 contains 263694 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 70901 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2002.749878 but Gain 3428.800781
Score: -133870608.000000 Penalty: 65147.199219
Iteration 9F: 20 clusters Score -1.338706e+08 nChanged 62614
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 20279 members 
Mstep: Class 3 contains 64568 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 6 contains 17730 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 11516 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 159873 members 
Mstep: Class 13 contains 112729 members 
Mstep: Class 14 contains 135482 members 
Mstep: Class 15 contains 270948 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 72876 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 19390 members 
Mstep: Class 21 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2849.349854 but Gain 3428.796875
Score: -133903064.000000 Penalty: 61718.402344
Iteration 10F: 19 clusters Score -1.339031e+08 nChanged 48357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 15923 members 
Mstep: Class 3 contains 68298 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 6 contains 15186 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 9 contains 9778 members 
Mstep: Class 11 contains 17554 members 
Mstep: Class 12 contains 153583 members 
Mstep: Class 13 contains 116014 members 
Mstep: Class 14 contains 142244 members 
Mstep: Class 15 contains 274623 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 75049 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 17342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133925256.000000 Penalty: 61718.402344
Iteration 11Q: 19 clusters Score -1.339253e+08 nChanged 35973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 71133 members 
Mstep: Class 4 contains 8388 members 
Mstep: Class 6 contains 13420 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 5991 members 
Mstep: Class 9 contains 8595 members 
Mstep: Class 11 contains 17825 members 
Mstep: Class 12 contains 148268 members 
Mstep: Class 13 contains 118480 members 
Mstep: Class 14 contains 147122 members 
Mstep: Class 15 contains 275004 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 77276 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133937328.000000 Penalty: 61718.402344
Iteration 12Q: 19 clusters Score -1.339373e+08 nChanged 28134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 73681 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 6 contains 12314 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 143566 members 
Mstep: Class 13 contains 120342 members 
Mstep: Class 14 contains 151199 members 
Mstep: Class 15 contains 273756 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 79422 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 14670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133946952.000000 Penalty: 61718.402344
Iteration 13Q: 19 clusters Score -1.33947e+08 nChanged 23592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 10766 members 
Mstep: Class 3 contains 75809 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 8419 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 139861 members 
Mstep: Class 13 contains 121705 members 
Mstep: Class 14 contains 154199 members 
Mstep: Class 15 contains 271584 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 81756 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133955016.000000 Penalty: 61718.402344
Iteration 14Q: 19 clusters Score -1.33955e+08 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 77730 members 
Mstep: Class 4 contains 9278 members 
Mstep: Class 6 contains 10975 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 136832 members 
Mstep: Class 13 contains 122783 members 
Mstep: Class 14 contains 156342 members 
Mstep: Class 15 contains 268941 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 84210 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133962048.000000 Penalty: 61718.402344
Iteration 15Q: 19 clusters Score -1.33962e+08 nChanged 19805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 79441 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 4622 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 11 contains 18437 members 
Mstep: Class 12 contains 134569 members 
Mstep: Class 13 contains 123388 members 
Mstep: Class 14 contains 157696 members 
Mstep: Class 15 contains 265903 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 86870 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 12672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133968960.000000 Penalty: 61718.402344
Iteration 16Q: 19 clusters Score -1.33969e+08 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 80907 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 6 contains 10387 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 132902 members 
Mstep: Class 13 contains 123686 members 
Mstep: Class 14 contains 158406 members 
Mstep: Class 15 contains 262599 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 18 contains 89934 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 12221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133974856.000000 Penalty: 61718.402344
Iteration 17Q: 19 clusters Score -1.339749e+08 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 10718 members 
Mstep: Class 3 contains 82158 members 
Mstep: Class 4 contains 10181 members 
Mstep: Class 6 contains 10255 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 11 contains 18558 members 
Mstep: Class 12 contains 131622 members 
Mstep: Class 13 contains 123537 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 15 contains 258936 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 93457 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 11924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133979504.000000 Penalty: 61718.402344
Iteration 18Q: 19 clusters Score -1.339795e+08 nChanged 19245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 10968 members 
Mstep: Class 3 contains 83207 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 6 contains 10167 members 
Mstep: Class 7 contains 8462 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 131048 members 
Mstep: Class 13 contains 123075 members 
Mstep: Class 14 contains 158922 members 
Mstep: Class 15 contains 254721 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 11720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133984048.000000 Penalty: 61718.402344
Iteration 19Q: 19 clusters Score -1.33984e+08 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 84069 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 11 contains 18621 members 
Mstep: Class 12 contains 131030 members 
Mstep: Class 13 contains 122244 members 
Mstep: Class 14 contains 158696 members 
Mstep: Class 15 contains 249949 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 102214 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133987080.000000 Penalty: 61718.402344
Iteration 20F: 19 clusters Score -1.339871e+08 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 84916 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 8488 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 11 contains 18633 members 
Mstep: Class 12 contains 131513 members 
Mstep: Class 13 contains 121157 members 
Mstep: Class 14 contains 158212 members 
Mstep: Class 15 contains 244139 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 107540 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133990224.000000 Penalty: 61718.402344
Iteration 21Q: 19 clusters Score -1.339902e+08 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 85676 members 
Mstep: Class 4 contains 12293 members 
Mstep: Class 6 contains 10583 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 6187 members 
Mstep: Class 11 contains 18664 members 
Mstep: Class 12 contains 132207 members 
Mstep: Class 13 contains 119912 members 
Mstep: Class 14 contains 157914 members 
Mstep: Class 15 contains 237055 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 113651 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 11159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133991464.000000 Penalty: 61718.402344
Iteration 22Q: 19 clusters Score -1.339915e+08 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 86432 members 
Mstep: Class 4 contains 13050 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 8514 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 9 contains 6190 members 
Mstep: Class 11 contains 18689 members 
Mstep: Class 12 contains 133059 members 
Mstep: Class 13 contains 118676 members 
Mstep: Class 14 contains 158431 members 
Mstep: Class 15 contains 227671 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 120791 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 11044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133998512.000000 Penalty: 61718.402344
Iteration 23Q: 19 clusters Score -1.339985e+08 nChanged 20475
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 87242 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 8523 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 11 contains 18726 members 
Mstep: Class 12 contains 133586 members 
Mstep: Class 13 contains 117420 members 
Mstep: Class 14 contains 159255 members 
Mstep: Class 15 contains 217972 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 128246 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 10918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134004888.000000 Penalty: 61718.402344
Iteration 24Q: 19 clusters Score -1.340049e+08 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 11975 members 
Mstep: Class 3 contains 88102 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 6 contains 11831 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 11 contains 18740 members 
Mstep: Class 12 contains 133792 members 
Mstep: Class 13 contains 116308 members 
Mstep: Class 14 contains 159991 members 
Mstep: Class 15 contains 208128 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 2842 members 
Mstep: Class 18 contains 136099 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 10774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134011888.000000 Penalty: 61718.402344
Iteration 25Q: 19 clusters Score -1.340119e+08 nChanged 18755
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 12113 members 
Mstep: Class 3 contains 88885 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 6125 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 133811 members 
Mstep: Class 13 contains 115242 members 
Mstep: Class 14 contains 160681 members 
Mstep: Class 15 contains 198249 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 144204 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134019744.000000 Penalty: 61718.402344
Iteration 26Q: 19 clusters Score -1.340197e+08 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 89742 members 
Mstep: Class 4 contains 17173 members 
Mstep: Class 6 contains 12517 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 133460 members 
Mstep: Class 13 contains 114209 members 
Mstep: Class 14 contains 161187 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 18 contains 152157 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134026456.000000 Penalty: 61718.402344
Iteration 27Q: 19 clusters Score -1.340265e+08 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 18416 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 132818 members 
Mstep: Class 13 contains 113178 members 
Mstep: Class 14 contains 161564 members 
Mstep: Class 15 contains 180246 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 159727 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134033488.000000 Penalty: 61718.402344
Iteration 28Q: 19 clusters Score -1.340335e+08 nChanged 16361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 91752 members 
Mstep: Class 4 contains 19673 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 6054 members 
Mstep: Class 11 contains 18768 members 
Mstep: Class 12 contains 131841 members 
Mstep: Class 13 contains 112182 members 
Mstep: Class 14 contains 161746 members 
Mstep: Class 15 contains 172717 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 166613 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134039048.000000 Penalty: 61718.402344
Iteration 29Q: 19 clusters Score -1.34039e+08 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 12491 members 
Mstep: Class 3 contains 92885 members 
Mstep: Class 4 contains 20831 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 11 contains 18775 members 
Mstep: Class 12 contains 130666 members 
Mstep: Class 13 contains 111336 members 
Mstep: Class 14 contains 161852 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 172657 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134043144.000000 Penalty: 61718.402344
Iteration 30Q: 19 clusters Score -1.340431e+08 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 12564 members 
Mstep: Class 3 contains 94166 members 
Mstep: Class 4 contains 21930 members 
Mstep: Class 6 contains 13048 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 11 contains 18771 members 
Mstep: Class 12 contains 129302 members 
Mstep: Class 13 contains 110620 members 
Mstep: Class 14 contains 161873 members 
Mstep: Class 15 contains 160497 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 178095 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134047560.000000 Penalty: 61718.402344
Iteration 31Q: 19 clusters Score -1.340476e+08 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 12637 members 
Mstep: Class 3 contains 95621 members 
Mstep: Class 4 contains 22988 members 
Mstep: Class 6 contains 12902 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 11 contains 18774 members 
Mstep: Class 12 contains 127760 members 
Mstep: Class 13 contains 110007 members 
Mstep: Class 14 contains 161542 members 
Mstep: Class 15 contains 155998 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 182706 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134051552.000000 Penalty: 61718.402344
Iteration 32Q: 19 clusters Score -1.340516e+08 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 97243 members 
Mstep: Class 4 contains 24026 members 
Mstep: Class 6 contains 12685 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 5953 members 
Mstep: Class 11 contains 18767 members 
Mstep: Class 12 contains 126048 members 
Mstep: Class 13 contains 109502 members 
Mstep: Class 14 contains 161033 members 
Mstep: Class 15 contains 152624 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 186336 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134053416.000000 Penalty: 61718.402344
Iteration 33Q: 19 clusters Score -1.340534e+08 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 99047 members 
Mstep: Class 4 contains 24977 members 
Mstep: Class 6 contains 12449 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 124377 members 
Mstep: Class 13 contains 109121 members 
Mstep: Class 14 contains 160224 members 
Mstep: Class 15 contains 149955 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 189265 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134055088.000000 Penalty: 61718.402344
Iteration 34Q: 19 clusters Score -1.340551e+08 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 101122 members 
Mstep: Class 4 contains 25818 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 5874 members 
Mstep: Class 11 contains 18726 members 
Mstep: Class 12 contains 122520 members 
Mstep: Class 13 contains 108847 members 
Mstep: Class 14 contains 159330 members 
Mstep: Class 15 contains 147821 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 191644 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 10701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134056720.000000 Penalty: 61718.402344
Iteration 35Q: 19 clusters Score -1.340567e+08 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 103444 members 
Mstep: Class 4 contains 26545 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 120619 members 
Mstep: Class 13 contains 108662 members 
Mstep: Class 14 contains 158345 members 
Mstep: Class 15 contains 146122 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 193429 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134057992.000000 Penalty: 61718.402344
Iteration 36Q: 19 clusters Score -1.34058e+08 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 105968 members 
Mstep: Class 4 contains 27136 members 
Mstep: Class 6 contains 11789 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 118609 members 
Mstep: Class 13 contains 108537 members 
Mstep: Class 14 contains 157214 members 
Mstep: Class 15 contains 144863 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 194759 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 11078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134059168.000000 Penalty: 61718.402344
Iteration 37Q: 19 clusters Score -1.340592e+08 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 13086 members 
Mstep: Class 3 contains 108691 members 
Mstep: Class 4 contains 27650 members 
Mstep: Class 6 contains 11584 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 116653 members 
Mstep: Class 13 contains 108448 members 
Mstep: Class 14 contains 155887 members 
Mstep: Class 15 contains 143895 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 195741 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134061232.000000 Penalty: 61718.402344
Iteration 38Q: 19 clusters Score -1.340612e+08 nChanged 10646
Entering ConstructFrom: 
Score: -134061232.000000 Penalty: 61718.402344
Entering ConstructFrom: 
Trying to split cluster 1 (74243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Entering Unmasked Estep 
Score: -9928956.000000 Penalty: 2781.344482
	Iteration 0F: 2 clusters Score -9928956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -9879247.000000 Penalty: 5562.688965
	Iteration 0F: 3 clusters Score -9879247 nChanged 34808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -9898555.000000 Penalty: 5562.688965
	Iteration 1F: 3 clusters Score -9898555 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -9899213.000000 Penalty: 5562.688965
	Iteration 2Q: 3 clusters Score -9899213 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -9899886.000000 Penalty: 5562.688965
	Iteration 3Q: 3 clusters Score -9899886 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9900641.000000 Penalty: 5562.688965
	Iteration 4Q: 3 clusters Score -9900641 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9901513.000000 Penalty: 5562.688965
	Iteration 5Q: 3 clusters Score -9901513 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9902617.000000 Penalty: 5562.688965
	Iteration 6Q: 3 clusters Score -9902617 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -9904178.000000 Penalty: 5562.688965
	Iteration 7Q: 3 clusters Score -9904178 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -9906434.000000 Penalty: 5562.688965
	Iteration 8F: 3 clusters Score -9906434 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -9909733.000000 Penalty: 5562.688965
	Iteration 9F: 3 clusters Score -9909733 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -9914037.000000 Penalty: 5562.688965
	Iteration 10F: 3 clusters Score -9914037 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -9918283.000000 Penalty: 5562.688965
	Iteration 11F: 3 clusters Score -9918283 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -9921573.000000 Penalty: 5562.688965
	Iteration 12F: 3 clusters Score -9921573 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -9923731.000000 Penalty: 5562.688965
	Iteration 13Q: 3 clusters Score -9923731 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -9925052.000000 Penalty: 5562.688965
	Iteration 14Q: 3 clusters Score -9925052 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -9925727.000000 Penalty: 5562.688965
	Iteration 15Q: 3 clusters Score -9925727 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9926051.000000 Penalty: 5562.688965
	Iteration 16Q: 3 clusters Score -9926051 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -9926262.000000 Penalty: 5562.688965
	Iteration 17Q: 3 clusters Score -9926262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9926347.000000 Penalty: 5562.688965
	Iteration 18Q: 3 clusters Score -9926347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9926397.000000 Penalty: 5562.688965
	Iteration 19Q: 3 clusters Score -9926397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9926418.000000 Penalty: 5562.688965
	Iteration 20F: 3 clusters Score -9926418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -9926453.000000 Penalty: 5562.688965
	Iteration 21Q: 3 clusters Score -9926453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -9926458.000000 Penalty: 5562.688965
	Iteration 22Q: 3 clusters Score -9926458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -9926464.000000 Penalty: 5562.688965
	Iteration 23Q: 3 clusters Score -9926464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9926478.000000 Penalty: 5562.688965
	Iteration 24Q: 3 clusters Score -9926478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -9926476.000000 Penalty: 5562.688965
	Iteration 25Q: 3 clusters Score -9926476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -9926485.000000 Penalty: 5562.688965
	Iteration 26Q: 3 clusters Score -9926485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -9926494.000000 Penalty: 5562.688965
	Iteration 27Q: 3 clusters Score -9926494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -9926503.000000 Penalty: 5562.688965
	Iteration 28Q: 3 clusters Score -9926503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -9926501.000000 Penalty: 5562.688965
	Iteration 29Q: 3 clusters Score -9926501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -9926503.000000 Penalty: 5562.688965
	Iteration 30Q: 3 clusters Score -9926503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9926517.000000 Penalty: 5562.688965
	Iteration 31Q: 3 clusters Score -9926517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -9926520.000000 Penalty: 5562.688965
	Iteration 32Q: 3 clusters Score -9926520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -9926520.000000 Penalty: 5562.688965
	Iteration 33F: 3 clusters Score -9926520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Entering Unmasked Estep 
Score: -1863644.750000 Penalty: 2352.113770
	Iteration 0F: 2 clusters Score -1863645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1853892.375000 Penalty: 4704.227539
	Iteration 0F: 3 clusters Score -1853892 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1856753.875000 Penalty: 4704.227539
	Iteration 1F: 3 clusters Score -1856754 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1857012.875000 Penalty: 4704.227539
	Iteration 2F: 3 clusters Score -1857013 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1857217.750000 Penalty: 4704.227539
	Iteration 3Q: 3 clusters Score -1857218 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1857387.375000 Penalty: 4704.227539
	Iteration 4Q: 3 clusters Score -1857387 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1857493.500000 Penalty: 4704.227539
	Iteration 5Q: 3 clusters Score -1857494 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1857587.875000 Penalty: 4704.227539
	Iteration 6Q: 3 clusters Score -1857588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1857659.125000 Penalty: 4704.227539
	Iteration 7Q: 3 clusters Score -1857659 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1857724.125000 Penalty: 4704.227539
	Iteration 8Q: 3 clusters Score -1857724 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1857784.875000 Penalty: 4704.227539
	Iteration 9Q: 3 clusters Score -1857785 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1857836.250000 Penalty: 4704.227539
	Iteration 10Q: 3 clusters Score -1857836 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1857888.875000 Penalty: 4704.227539
	Iteration 11Q: 3 clusters Score -1857889 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1857941.750000 Penalty: 4704.227539
	Iteration 12Q: 3 clusters Score -1857942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1857992.875000 Penalty: 4704.227539
	Iteration 13Q: 3 clusters Score -1857993 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1858055.500000 Penalty: 4704.227539
	Iteration 14Q: 3 clusters Score -1858056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1858130.500000 Penalty: 4704.227539
	Iteration 15Q: 3 clusters Score -1858130 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1858209.625000 Penalty: 4704.227539
	Iteration 16Q: 3 clusters Score -1858210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1858305.625000 Penalty: 4704.227539
	Iteration 17Q: 3 clusters Score -1858306 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1858416.000000 Penalty: 4704.227539
	Iteration 18Q: 3 clusters Score -1858416 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1858568.000000 Penalty: 4704.227539
	Iteration 19Q: 3 clusters Score -1858568 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1858791.750000 Penalty: 4704.227539
	Iteration 20F: 3 clusters Score -1858792 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1859120.000000 Penalty: 4704.227539
	Iteration 21Q: 3 clusters Score -1859120 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1859570.625000 Penalty: 4704.227539
	Iteration 22Q: 3 clusters Score -1859571 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1860098.250000 Penalty: 4704.227539
	Iteration 23Q: 3 clusters Score -1860098 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1860639.750000 Penalty: 4704.227539
	Iteration 24Q: 3 clusters Score -1860640 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1860998.250000 Penalty: 4704.227539
	Iteration 25Q: 3 clusters Score -1860998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1861218.375000 Penalty: 4704.227539
	Iteration 26Q: 3 clusters Score -1861218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1861370.500000 Penalty: 4704.227539
	Iteration 27Q: 3 clusters Score -1861370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1861450.625000 Penalty: 4704.227539
	Iteration 28Q: 3 clusters Score -1861451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1861504.375000 Penalty: 4704.227539
	Iteration 29Q: 3 clusters Score -1861504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1861529.375000 Penalty: 4704.227539
	Iteration 30Q: 3 clusters Score -1861529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1861557.625000 Penalty: 4704.227539
	Iteration 31Q: 3 clusters Score -1861558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1861577.625000 Penalty: 4704.227539
	Iteration 32Q: 3 clusters Score -1861578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1861588.875000 Penalty: 4704.227539
	Iteration 33Q: 3 clusters Score -1861589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1861598.375000 Penalty: 4704.227539
	Iteration 34Q: 3 clusters Score -1861598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1861613.875000 Penalty: 4704.227539
	Iteration 35Q: 3 clusters Score -1861614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1861624.875000 Penalty: 4704.227539
	Iteration 36Q: 3 clusters Score -1861625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1861630.000000 Penalty: 4704.227539
	Iteration 37Q: 3 clusters Score -1861630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1861630.000000 Penalty: 4704.227539
	Iteration 38F: 3 clusters Score -1861630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Entering Unmasked Estep 
Score: -14896888.000000 Penalty: 2881.852051
	Iteration 0F: 2 clusters Score -1.489689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -14822325.000000 Penalty: 5763.704102
	Iteration 0F: 3 clusters Score -1.482232e+07 nChanged 53004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -14852747.000000 Penalty: 5763.704102
	Iteration 1F: 3 clusters Score -1.485275e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -14853611.000000 Penalty: 5763.704102
	Iteration 2Q: 3 clusters Score -1.485361e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -14854742.000000 Penalty: 5763.704102
	Iteration 3Q: 3 clusters Score -1.485474e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -14855906.000000 Penalty: 5763.704102
	Iteration 4Q: 3 clusters Score -1.485591e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -14857394.000000 Penalty: 5763.704102
	Iteration 5Q: 3 clusters Score -1.485739e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -14859595.000000 Penalty: 5763.704102
	Iteration 6Q: 3 clusters Score -1.48596e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -14863559.000000 Penalty: 5763.704102
	Iteration 7F: 3 clusters Score -1.486356e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -14869471.000000 Penalty: 5763.704102
	Iteration 8F: 3 clusters Score -1.486947e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -14876887.000000 Penalty: 5763.704102
	Iteration 9F: 3 clusters Score -1.487689e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -14883860.000000 Penalty: 5763.704102
	Iteration 10F: 3 clusters Score -1.488386e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -14889205.000000 Penalty: 5763.704102
	Iteration 11Q: 3 clusters Score -1.48892e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -14892172.000000 Penalty: 5763.704102
	Iteration 12Q: 3 clusters Score -1.489217e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14893606.000000 Penalty: 5763.704102
	Iteration 13Q: 3 clusters Score -1.489361e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -14894393.000000 Penalty: 5763.704102
	Iteration 14Q: 3 clusters Score -1.489439e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -14894870.000000 Penalty: 5763.704102
	Iteration 15Q: 3 clusters Score -1.489487e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -14895185.000000 Penalty: 5763.704102
	Iteration 16Q: 3 clusters Score -1.489518e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -14895411.000000 Penalty: 5763.704102
	Iteration 17Q: 3 clusters Score -1.489541e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -14895591.000000 Penalty: 5763.704102
	Iteration 18Q: 3 clusters Score -1.489559e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -14895683.000000 Penalty: 5763.704102
	Iteration 19Q: 3 clusters Score -1.489568e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -14895759.000000 Penalty: 5763.704102
	Iteration 20F: 3 clusters Score -1.489576e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -14895849.000000 Penalty: 5763.704102
	Iteration 21Q: 3 clusters Score -1.489585e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -14895867.000000 Penalty: 5763.704102
	Iteration 22Q: 3 clusters Score -1.489587e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -14895887.000000 Penalty: 5763.704102
	Iteration 23Q: 3 clusters Score -1.489589e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -14895901.000000 Penalty: 5763.704102
	Iteration 24Q: 3 clusters Score -1.48959e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -14895927.000000 Penalty: 5763.704102
	Iteration 25Q: 3 clusters Score -1.489593e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -14895960.000000 Penalty: 5763.704102
	Iteration 26Q: 3 clusters Score -1.489596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -14895982.000000 Penalty: 5763.704102
	Iteration 27Q: 3 clusters Score -1.489598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -14896005.000000 Penalty: 5763.704102
	Iteration 28Q: 3 clusters Score -1.4896e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -14896010.000000 Penalty: 5763.704102
	Iteration 29Q: 3 clusters Score -1.489601e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -14896038.000000 Penalty: 5763.704102
	Iteration 30Q: 3 clusters Score -1.489604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -14896026.000000 Penalty: 5763.704102
	Iteration 31Q: 3 clusters Score -1.489603e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14896055.000000 Penalty: 5763.704102
	Iteration 32Q: 3 clusters Score -1.489606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -14896095.000000 Penalty: 5763.704102
	Iteration 33Q: 3 clusters Score -1.48961e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14896085.000000 Penalty: 5763.704102
	Iteration 34Q: 3 clusters Score -1.489608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14896064.000000 Penalty: 5763.704102
	Iteration 35Q: 3 clusters Score -1.489606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14896082.000000 Penalty: 5763.704102
	Iteration 36Q: 3 clusters Score -1.489608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14896071.000000 Penalty: 5763.704102
	Iteration 37Q: 3 clusters Score -1.489607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -14896077.000000 Penalty: 5763.704102
	Iteration 38Q: 3 clusters Score -1.489608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -14896076.000000 Penalty: 5763.704102
	Iteration 39Q: 3 clusters Score -1.489608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -14896090.000000 Penalty: 5763.704102
	Iteration 40F: 3 clusters Score -1.489609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -14896080.000000 Penalty: 5763.704102
	Iteration 41Q: 3 clusters Score -1.489608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -14896078.000000 Penalty: 5763.704102
	Iteration 42Q: 3 clusters Score -1.489608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -14896087.000000 Penalty: 5763.704102
	Iteration 43Q: 3 clusters Score -1.489609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -14896097.000000 Penalty: 5763.704102
	Iteration 44Q: 3 clusters Score -1.48961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14896101.000000 Penalty: 5763.704102
	Iteration 45Q: 3 clusters Score -1.48961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14896096.000000 Penalty: 5763.704102
	Iteration 46Q: 3 clusters Score -1.48961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -14896103.000000 Penalty: 5763.704102
	Iteration 47Q: 3 clusters Score -1.48961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -14896104.000000 Penalty: 5763.704102
	Iteration 48Q: 3 clusters Score -1.48961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -14896092.000000 Penalty: 5763.704102
	Iteration 49Q: 3 clusters Score -1.489609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -14896070.000000 Penalty: 5763.704102
	Iteration 50Q: 3 clusters Score -1.489607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -14896058.000000 Penalty: 5763.704102
	Iteration 51Q: 3 clusters Score -1.489606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14896066.000000 Penalty: 5763.704102
	Iteration 52Q: 3 clusters Score -1.489607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14896058.000000 Penalty: 5763.704102
	Iteration 53Q: 3 clusters Score -1.489606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14896058.000000 Penalty: 5763.704102
	Iteration 54F: 3 clusters Score -1.489606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Entering Unmasked Estep 
Score: -3762047.250000 Penalty: 2540.305908
	Iteration 0F: 2 clusters Score -3762047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3742778.250000 Penalty: 5080.611816
	Iteration 0F: 3 clusters Score -3742778 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3749661.750000 Penalty: 5080.611816
	Iteration 1F: 3 clusters Score -3749662 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3750303.000000 Penalty: 5080.611816
	Iteration 2F: 3 clusters Score -3750303 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3751008.250000 Penalty: 5080.611816
	Iteration 3F: 3 clusters Score -3751008 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3752241.750000 Penalty: 5080.611816
	Iteration 4F: 3 clusters Score -3752242 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3754609.250000 Penalty: 5080.611816
	Iteration 5F: 3 clusters Score -3754609 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3757721.000000 Penalty: 5080.611816
	Iteration 6F: 3 clusters Score -3757721 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3760054.000000 Penalty: 5080.611816
	Iteration 7F: 3 clusters Score -3760054 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3761356.000000 Penalty: 5080.611816
	Iteration 8F: 3 clusters Score -3761356 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3761817.000000 Penalty: 5080.611816
	Iteration 9Q: 3 clusters Score -3761817 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3761990.000000 Penalty: 5080.611816
	Iteration 10Q: 3 clusters Score -3761990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3762111.000000 Penalty: 5080.611816
	Iteration 11Q: 3 clusters Score -3762111 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3762259.000000 Penalty: 5080.611816
	Iteration 12Q: 3 clusters Score -3762259 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3762506.250000 Penalty: 5080.611816
	Iteration 13Q: 3 clusters Score -3762506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3762579.750000 Penalty: 5080.611816
	Iteration 14Q: 3 clusters Score -3762580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3762599.000000 Penalty: 5080.611816
	Iteration 15Q: 3 clusters Score -3762599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3762609.250000 Penalty: 5080.611816
	Iteration 16Q: 3 clusters Score -3762609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3762618.000000 Penalty: 5080.611816
	Iteration 17Q: 3 clusters Score -3762618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3762618.750000 Penalty: 5080.611816
	Iteration 18Q: 3 clusters Score -3762619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3762617.750000 Penalty: 5080.611816
	Iteration 19Q: 3 clusters Score -3762618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3762619.500000 Penalty: 5080.611816
	Iteration 20F: 3 clusters Score -3762620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3762626.000000 Penalty: 5080.611816
	Iteration 21Q: 3 clusters Score -3762626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3762625.750000 Penalty: 5080.611816
	Iteration 22Q: 3 clusters Score -3762626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3762625.000000 Penalty: 5080.611816
	Iteration 23Q: 3 clusters Score -3762625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3762627.250000 Penalty: 5080.611816
	Iteration 24Q: 3 clusters Score -3762627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3762627.250000 Penalty: 5080.611816
	Iteration 25F: 3 clusters Score -3762627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 26266 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 108417 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Entering Unmasked Estep 
Score: -134060912.000000 Penalty: 65147.199219
Splitting cluster 4 changes total score from -134061232.000000 to -134060912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -1578525.250000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -1578525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1569911.125000 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -1569911 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1572445.625000 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -1572446 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1572814.250000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -1572814 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1573112.875000 Penalty: 4633.405762
	Iteration 3F: 3 clusters Score -1573113 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1573356.125000 Penalty: 4633.405762
	Iteration 4Q: 3 clusters Score -1573356 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1573591.875000 Penalty: 4633.405762
	Iteration 5Q: 3 clusters Score -1573592 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1573842.250000 Penalty: 4633.405762
	Iteration 6Q: 3 clusters Score -1573842 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1574152.250000 Penalty: 4633.405762
	Iteration 7Q: 3 clusters Score -1574152 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1574546.875000 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -1574547 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1574943.875000 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -1574944 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1575322.750000 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -1575323 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1575682.625000 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -1575683 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1575990.250000 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -1575990 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1576300.375000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -1576300 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1576609.750000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -1576610 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1576882.000000 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -1576882 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1577081.625000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -1577082 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1577218.125000 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -1577218 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1577299.500000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -1577300 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1577384.375000 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -1577384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1577466.500000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -1577466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1577546.625000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -1577547 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1577626.000000 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -1577626 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1577705.125000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -1577705 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1577783.625000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -1577784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1577879.125000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -1577879 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1577945.125000 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -1577945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1577996.000000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -1577996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1578028.125000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -1578028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1578052.250000 Penalty: 4633.405762
	Iteration 29Q: 3 clusters Score -1578052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1578064.750000 Penalty: 4633.405762
	Iteration 30Q: 3 clusters Score -1578065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1578073.125000 Penalty: 4633.405762
	Iteration 31Q: 3 clusters Score -1578073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1578076.000000 Penalty: 4633.405762
	Iteration 32Q: 3 clusters Score -1578076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1578077.375000 Penalty: 4633.405762
	Iteration 33Q: 3 clusters Score -1578077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1578084.750000 Penalty: 4633.405762
	Iteration 34Q: 3 clusters Score -1578085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1578088.125000 Penalty: 4633.405762
	Iteration 35Q: 3 clusters Score -1578088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1578091.500000 Penalty: 4633.405762
	Iteration 36Q: 3 clusters Score -1578092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1578097.750000 Penalty: 4633.405762
	Iteration 37Q: 3 clusters Score -1578098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1578100.750000 Penalty: 4633.405762
	Iteration 38Q: 3 clusters Score -1578101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1578103.500000 Penalty: 4633.405762
	Iteration 39Q: 3 clusters Score -1578104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1578102.000000 Penalty: 4633.405762
	Iteration 40F: 3 clusters Score -1578102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1578105.000000 Penalty: 4633.405762
	Iteration 41Q: 3 clusters Score -1578105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1578109.500000 Penalty: 4633.405762
	Iteration 42Q: 3 clusters Score -1578110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1578106.875000 Penalty: 4633.405762
	Iteration 43Q: 3 clusters Score -1578107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1578111.875000 Penalty: 4633.405762
	Iteration 44Q: 3 clusters Score -1578112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1578111.750000 Penalty: 4633.405762
	Iteration 45Q: 3 clusters Score -1578112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1578112.000000 Penalty: 4633.405762
	Iteration 46Q: 3 clusters Score -1578112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1578112.875000 Penalty: 4633.405762
	Iteration 47Q: 3 clusters Score -1578113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1578112.750000 Penalty: 4633.405762
	Iteration 48Q: 3 clusters Score -1578113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1578112.750000 Penalty: 4633.405762
	Iteration 49Q: 3 clusters Score -1578113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1578115.000000 Penalty: 4633.405762
	Iteration 50Q: 3 clusters Score -1578115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1578112.375000 Penalty: 4633.405762
	Iteration 51Q: 3 clusters Score -1578112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1578114.625000 Penalty: 4633.405762
	Iteration 52Q: 3 clusters Score -1578115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1578113.500000 Penalty: 4633.405762
	Iteration 53Q: 3 clusters Score -1578114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1578113.375000 Penalty: 4633.405762
	Iteration 54Q: 3 clusters Score -1578113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1578113.750000 Penalty: 4633.405762
	Iteration 55Q: 3 clusters Score -1578114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1578114.625000 Penalty: 4633.405762
	Iteration 56Q: 3 clusters Score -1578115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1578116.625000 Penalty: 4633.405762
	Iteration 57Q: 3 clusters Score -1578117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1578116.375000 Penalty: 4633.405762
	Iteration 58Q: 3 clusters Score -1578116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1578116.375000 Penalty: 4633.405762
	Iteration 59F: 3 clusters Score -1578116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -1121103.125000 Penalty: 2246.009521
	Iteration 0F: 2 clusters Score -1121103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1114524.875000 Penalty: 4492.019043
	Iteration 0F: 3 clusters Score -1114525 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1118734.625000 Penalty: 4492.019043
	Iteration 1F: 3 clusters Score -1118735 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1121982.750000 Penalty: 4492.019043
	Iteration 2F: 3 clusters Score -1121983 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1123367.875000 Penalty: 4492.019043
	Iteration 3F: 3 clusters Score -1123368 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1123659.125000 Penalty: 4492.019043
	Iteration 4F: 3 clusters Score -1123659 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1123749.000000 Penalty: 4492.019043
	Iteration 5Q: 3 clusters Score -1123749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1123777.375000 Penalty: 4492.019043
	Iteration 6Q: 3 clusters Score -1123777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1123796.500000 Penalty: 4492.019043
	Iteration 7Q: 3 clusters Score -1123796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1123808.625000 Penalty: 4492.019043
	Iteration 8Q: 3 clusters Score -1123809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1123812.125000 Penalty: 4492.019043
	Iteration 9Q: 3 clusters Score -1123812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1123820.500000 Penalty: 4492.019043
	Iteration 10Q: 3 clusters Score -1123820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1123830.125000 Penalty: 4492.019043
	Iteration 11Q: 3 clusters Score -1123830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1123831.250000 Penalty: 4492.019043
	Iteration 12Q: 3 clusters Score -1123831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1123833.750000 Penalty: 4492.019043
	Iteration 13Q: 3 clusters Score -1123834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1123833.500000 Penalty: 4492.019043
	Iteration 14Q: 3 clusters Score -1123834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1123835.250000 Penalty: 4492.019043
	Iteration 15Q: 3 clusters Score -1123835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1123836.625000 Penalty: 4492.019043
	Iteration 16Q: 3 clusters Score -1123837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1123837.000000 Penalty: 4492.019043
	Iteration 17Q: 3 clusters Score -1123837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1123837.375000 Penalty: 4492.019043
	Iteration 18Q: 3 clusters Score -1123837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1123837.125000 Penalty: 4492.019043
	Iteration 19Q: 3 clusters Score -1123837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1123836.875000 Penalty: 4492.019043
	Iteration 20F: 3 clusters Score -1123837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 108417 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Entering Unmasked Estep 
Score: -134062760.000000 Penalty: 65147.199219
Splitting cluster 7 changes total score from -134061232.000000 to -134062760.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -509628.531250 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -509628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -505811.375000 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -505811.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -506967.656250 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -506967.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -507595.000000 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -507595 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -508203.343750 Penalty: 4106.604004
	Iteration 3F: 3 clusters Score -508203.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -508559.031250 Penalty: 4106.604004
	Iteration 4F: 3 clusters Score -508559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -508825.406250 Penalty: 4106.604004
	Iteration 5F: 3 clusters Score -508825.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -509096.125000 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -509096.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -509277.718750 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -509277.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -509480.656250 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -509480.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -509709.000000 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -509709 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -509954.500000 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -509954.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -510133.625000 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -510133.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -510287.031250 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -510287 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -510374.343750 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -510374.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -510430.343750 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -510430.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -510492.218750 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -510492.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -510536.968750 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -510537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -510636.375000 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -510636.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -510714.812500 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -510714.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -510783.843750 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -510783.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -510870.656250 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -510870.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -511091.531250 Penalty: 4106.604004
	Iteration 21Q: 3 clusters Score -511091.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -511474.562500 Penalty: 4106.604004
	Iteration 22Q: 3 clusters Score -511474.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -511862.843750 Penalty: 4106.604004
	Iteration 23Q: 3 clusters Score -511862.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -511971.531250 Penalty: 4106.604004
	Iteration 24Q: 3 clusters Score -511971.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -512026.843750 Penalty: 4106.604004
	Iteration 25Q: 3 clusters Score -512026.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -512080.468750 Penalty: 4106.604004
	Iteration 26Q: 3 clusters Score -512080.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -512113.687500 Penalty: 4106.604004
	Iteration 27Q: 3 clusters Score -512113.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -512137.906250 Penalty: 4106.604004
	Iteration 28Q: 3 clusters Score -512137.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -512157.500000 Penalty: 4106.604004
	Iteration 29Q: 3 clusters Score -512157.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -512172.812500 Penalty: 4106.604004
	Iteration 30Q: 3 clusters Score -512172.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -512185.468750 Penalty: 4106.604004
	Iteration 31Q: 3 clusters Score -512185.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -512199.250000 Penalty: 4106.604004
	Iteration 32Q: 3 clusters Score -512199.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -512208.281250 Penalty: 4106.604004
	Iteration 33Q: 3 clusters Score -512208.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -512216.218750 Penalty: 4106.604004
	Iteration 34Q: 3 clusters Score -512216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -512221.687500 Penalty: 4106.604004
	Iteration 35Q: 3 clusters Score -512221.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -512229.656250 Penalty: 4106.604004
	Iteration 36Q: 3 clusters Score -512229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -512239.187500 Penalty: 4106.604004
	Iteration 37Q: 3 clusters Score -512239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -512244.468750 Penalty: 4106.604004
	Iteration 38Q: 3 clusters Score -512244.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -512251.375000 Penalty: 4106.604004
	Iteration 39Q: 3 clusters Score -512251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -512258.593750 Penalty: 4106.604004
	Iteration 40F: 3 clusters Score -512258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -512265.468750 Penalty: 4106.604004
	Iteration 41Q: 3 clusters Score -512265.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -512271.906250 Penalty: 4106.604004
	Iteration 42Q: 3 clusters Score -512271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -512280.187500 Penalty: 4106.604004
	Iteration 43Q: 3 clusters Score -512280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -512289.625000 Penalty: 4106.604004
	Iteration 44Q: 3 clusters Score -512289.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -512298.718750 Penalty: 4106.604004
	Iteration 45Q: 3 clusters Score -512298.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -512305.687500 Penalty: 4106.604004
	Iteration 46Q: 3 clusters Score -512305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -512310.437500 Penalty: 4106.604004
	Iteration 47Q: 3 clusters Score -512310.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -512313.531250 Penalty: 4106.604004
	Iteration 48Q: 3 clusters Score -512313.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -512318.718750 Penalty: 4106.604004
	Iteration 49Q: 3 clusters Score -512318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -512325.468750 Penalty: 4106.604004
	Iteration 50Q: 3 clusters Score -512325.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -512330.625000 Penalty: 4106.604004
	Iteration 51Q: 3 clusters Score -512330.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -512335.031250 Penalty: 4106.604004
	Iteration 52Q: 3 clusters Score -512335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -512338.031250 Penalty: 4106.604004
	Iteration 53Q: 3 clusters Score -512338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -512339.718750 Penalty: 4106.604004
	Iteration 54Q: 3 clusters Score -512339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -512341.968750 Penalty: 4106.604004
	Iteration 55Q: 3 clusters Score -512342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -512346.062500 Penalty: 4106.604004
	Iteration 56Q: 3 clusters Score -512346.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -512351.218750 Penalty: 4106.604004
	Iteration 57Q: 3 clusters Score -512351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -512353.375000 Penalty: 4106.604004
	Iteration 58Q: 3 clusters Score -512353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -512354.281250 Penalty: 4106.604004
	Iteration 59Q: 3 clusters Score -512354.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -512361.375000 Penalty: 4106.604004
	Iteration 60F: 3 clusters Score -512361.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -512365.468750 Penalty: 4106.604004
	Iteration 61Q: 3 clusters Score -512365.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -512369.843750 Penalty: 4106.604004
	Iteration 62Q: 3 clusters Score -512369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -512374.562500 Penalty: 4106.604004
	Iteration 63Q: 3 clusters Score -512374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -512381.062500 Penalty: 4106.604004
	Iteration 64Q: 3 clusters Score -512381.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -512387.187500 Penalty: 4106.604004
	Iteration 65Q: 3 clusters Score -512387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -512392.406250 Penalty: 4106.604004
	Iteration 66Q: 3 clusters Score -512392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -512399.718750 Penalty: 4106.604004
	Iteration 67Q: 3 clusters Score -512399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -512405.906250 Penalty: 4106.604004
	Iteration 68Q: 3 clusters Score -512405.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -512413.781250 Penalty: 4106.604004
	Iteration 69Q: 3 clusters Score -512413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -512422.031250 Penalty: 4106.604004
	Iteration 70Q: 3 clusters Score -512422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -512430.343750 Penalty: 4106.604004
	Iteration 71Q: 3 clusters Score -512430.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -512442.437500 Penalty: 4106.604004
	Iteration 72Q: 3 clusters Score -512442.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -512455.031250 Penalty: 4106.604004
	Iteration 73Q: 3 clusters Score -512455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -512468.625000 Penalty: 4106.604004
	Iteration 74Q: 3 clusters Score -512468.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512489.187500 Penalty: 4106.604004
	Iteration 75Q: 3 clusters Score -512489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -512520.031250 Penalty: 4106.604004
	Iteration 76Q: 3 clusters Score -512520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -512558.531250 Penalty: 4106.604004
	Iteration 77Q: 3 clusters Score -512558.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -512601.656250 Penalty: 4106.604004
	Iteration 78Q: 3 clusters Score -512601.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -512641.937500 Penalty: 4106.604004
	Iteration 79Q: 3 clusters Score -512641.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -512681.718750 Penalty: 4106.604004
	Iteration 80F: 3 clusters Score -512681.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -512739.312500 Penalty: 4106.604004
	Iteration 81Q: 3 clusters Score -512739.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -512830.843750 Penalty: 4106.604004
	Iteration 82Q: 3 clusters Score -512830.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -512998.093750 Penalty: 4106.604004
	Iteration 83Q: 3 clusters Score -512998.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -513326.593750 Penalty: 4106.604004
	Iteration 84Q: 3 clusters Score -513326.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -513541.062500 Penalty: 4106.604004
	Iteration 85Q: 3 clusters Score -513541.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -513610.062500 Penalty: 4106.604004
	Iteration 86Q: 3 clusters Score -513610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -513621.562500 Penalty: 4106.604004
	Iteration 87Q: 3 clusters Score -513621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -513629.125000 Penalty: 4106.604004
	Iteration 88Q: 3 clusters Score -513629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -513636.093750 Penalty: 4106.604004
	Iteration 89Q: 3 clusters Score -513636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -513637.468750 Penalty: 4106.604004
	Iteration 90Q: 3 clusters Score -513637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -513640.375000 Penalty: 4106.604004
	Iteration 91Q: 3 clusters Score -513640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -513640.375000 Penalty: 4106.604004
	Iteration 92F: 3 clusters Score -513640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 108417 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Entering Unmasked Estep 
Score: -134065328.000000 Penalty: 68576.000000
Splitting cluster 8 changes total score from -134061232.000000 to -134065328.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -737633.625000 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -737633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -732633.750000 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -732633.8 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -733966.187500 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -733966.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -734268.687500 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -734268.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -734548.562500 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -734548.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -734766.750000 Penalty: 4299.510742
	Iteration 4F: 3 clusters Score -734766.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -734949.562500 Penalty: 4299.510742
	Iteration 5Q: 3 clusters Score -734949.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -735110.250000 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -735110.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -735248.687500 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -735248.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -735353.625000 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -735353.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -735484.000000 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -735484 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -735613.062500 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -735613.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -735712.437500 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -735712.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -735792.187500 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -735792.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -735851.937500 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -735851.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -735906.875000 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -735906.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -735961.750000 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -735961.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -736003.625000 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -736003.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -736039.500000 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -736039.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -736069.437500 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -736069.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -736099.875000 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -736099.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -736132.312500 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -736132.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -736176.187500 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -736176.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -736226.687500 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -736226.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -736262.125000 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -736262.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -736291.562500 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -736291.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -736338.250000 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -736338.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -736380.750000 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -736380.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -736404.750000 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -736404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -736420.812500 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -736420.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -736447.437500 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -736447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -736465.687500 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -736465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -736474.187500 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -736474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -736482.062500 Penalty: 4299.510742
	Iteration 32Q: 3 clusters Score -736482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -736487.875000 Penalty: 4299.510742
	Iteration 33Q: 3 clusters Score -736487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -736492.562500 Penalty: 4299.510742
	Iteration 34Q: 3 clusters Score -736492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -736497.437500 Penalty: 4299.510742
	Iteration 35Q: 3 clusters Score -736497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -736502.062500 Penalty: 4299.510742
	Iteration 36Q: 3 clusters Score -736502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -736507.500000 Penalty: 4299.510742
	Iteration 37Q: 3 clusters Score -736507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -736509.687500 Penalty: 4299.510742
	Iteration 38Q: 3 clusters Score -736509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -736510.312500 Penalty: 4299.510742
	Iteration 39Q: 3 clusters Score -736510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -736511.687500 Penalty: 4299.510742
	Iteration 40F: 3 clusters Score -736511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -736518.875000 Penalty: 4299.510742
	Iteration 41Q: 3 clusters Score -736518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -736522.187500 Penalty: 4299.510742
	Iteration 42Q: 3 clusters Score -736522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -736522.187500 Penalty: 4299.510742
	Iteration 43F: 3 clusters Score -736522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Entering Unmasked Estep 
Score: -2337099.500000 Penalty: 2437.880615
	Iteration 0F: 2 clusters Score -2337100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2324032.500000 Penalty: 4875.761230
	Iteration 0F: 3 clusters Score -2324032 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2328948.750000 Penalty: 4875.761230
	Iteration 1F: 3 clusters Score -2328949 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2330072.500000 Penalty: 4875.761230
	Iteration 2F: 3 clusters Score -2330072 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2331174.250000 Penalty: 4875.761230
	Iteration 3F: 3 clusters Score -2331174 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2332129.500000 Penalty: 4875.761230
	Iteration 4F: 3 clusters Score -2332130 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2332880.250000 Penalty: 4875.761230
	Iteration 5F: 3 clusters Score -2332880 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2333404.500000 Penalty: 4875.761230
	Iteration 6Q: 3 clusters Score -2333404 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2333784.000000 Penalty: 4875.761230
	Iteration 7Q: 3 clusters Score -2333784 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2334026.000000 Penalty: 4875.761230
	Iteration 8Q: 3 clusters Score -2334026 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2334217.250000 Penalty: 4875.761230
	Iteration 9Q: 3 clusters Score -2334217 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2334376.500000 Penalty: 4875.761230
	Iteration 10Q: 3 clusters Score -2334376 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2334511.750000 Penalty: 4875.761230
	Iteration 11Q: 3 clusters Score -2334512 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2334622.000000 Penalty: 4875.761230
	Iteration 12Q: 3 clusters Score -2334622 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2334735.750000 Penalty: 4875.761230
	Iteration 13Q: 3 clusters Score -2334736 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2334820.750000 Penalty: 4875.761230
	Iteration 14Q: 3 clusters Score -2334821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2334883.750000 Penalty: 4875.761230
	Iteration 15Q: 3 clusters Score -2334884 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2334944.000000 Penalty: 4875.761230
	Iteration 16Q: 3 clusters Score -2334944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2334994.250000 Penalty: 4875.761230
	Iteration 17Q: 3 clusters Score -2334994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2335021.500000 Penalty: 4875.761230
	Iteration 18Q: 3 clusters Score -2335022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2335039.250000 Penalty: 4875.761230
	Iteration 19Q: 3 clusters Score -2335039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2335052.250000 Penalty: 4875.761230
	Iteration 20F: 3 clusters Score -2335052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2335049.750000 Penalty: 4875.761230
	Iteration 21Q: 3 clusters Score -2335050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2335058.250000 Penalty: 4875.761230
	Iteration 22Q: 3 clusters Score -2335058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2335062.250000 Penalty: 4875.761230
	Iteration 23Q: 3 clusters Score -2335062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2335072.250000 Penalty: 4875.761230
	Iteration 24Q: 3 clusters Score -2335072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2335067.250000 Penalty: 4875.761230
	Iteration 25Q: 3 clusters Score -2335067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2335065.000000 Penalty: 4875.761230
	Iteration 26Q: 3 clusters Score -2335065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2335068.250000 Penalty: 4875.761230
	Iteration 27Q: 3 clusters Score -2335068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2335072.000000 Penalty: 4875.761230
	Iteration 28Q: 3 clusters Score -2335072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2335072.750000 Penalty: 4875.761230
	Iteration 29Q: 3 clusters Score -2335073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2335074.250000 Penalty: 4875.761230
	Iteration 30Q: 3 clusters Score -2335074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2335070.250000 Penalty: 4875.761230
	Iteration 31Q: 3 clusters Score -2335070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2335069.250000 Penalty: 4875.761230
	Iteration 32Q: 3 clusters Score -2335069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2335071.500000 Penalty: 4875.761230
	Iteration 33Q: 3 clusters Score -2335072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2335073.750000 Penalty: 4875.761230
	Iteration 34Q: 3 clusters Score -2335074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2335074.250000 Penalty: 4875.761230
	Iteration 35Q: 3 clusters Score -2335074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2335071.000000 Penalty: 4875.761230
	Iteration 36Q: 3 clusters Score -2335071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2335073.000000 Penalty: 4875.761230
	Iteration 37Q: 3 clusters Score -2335073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2335075.250000 Penalty: 4875.761230
	Iteration 38Q: 3 clusters Score -2335075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2335072.750000 Penalty: 4875.761230
	Iteration 39Q: 3 clusters Score -2335073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2335073.500000 Penalty: 4875.761230
	Iteration 40F: 3 clusters Score -2335074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2335077.500000 Penalty: 4875.761230
	Iteration 41Q: 3 clusters Score -2335078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2335081.250000 Penalty: 4875.761230
	Iteration 42Q: 3 clusters Score -2335081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2335084.750000 Penalty: 4875.761230
	Iteration 43Q: 3 clusters Score -2335085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2335084.250000 Penalty: 4875.761230
	Iteration 44Q: 3 clusters Score -2335084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2335081.000000 Penalty: 4875.761230
	Iteration 45Q: 3 clusters Score -2335081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2335084.750000 Penalty: 4875.761230
	Iteration 46Q: 3 clusters Score -2335085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2335084.250000 Penalty: 4875.761230
	Iteration 47Q: 3 clusters Score -2335084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2335085.500000 Penalty: 4875.761230
	Iteration 48Q: 3 clusters Score -2335086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2335087.000000 Penalty: 4875.761230
	Iteration 49Q: 3 clusters Score -2335087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2335088.250000 Penalty: 4875.761230
	Iteration 50Q: 3 clusters Score -2335088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2335088.250000 Penalty: 4875.761230
	Iteration 51Q: 3 clusters Score -2335088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2335086.000000 Penalty: 4875.761230
	Iteration 52Q: 3 clusters Score -2335086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2335086.250000 Penalty: 4875.761230
	Iteration 53Q: 3 clusters Score -2335086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2335087.500000 Penalty: 4875.761230
	Iteration 54Q: 3 clusters Score -2335088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2335087.500000 Penalty: 4875.761230
	Iteration 55F: 3 clusters Score -2335088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Entering Unmasked Estep 
Score: -15827656.000000 Penalty: 2889.810303
	Iteration 0F: 2 clusters Score -1.582766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -15750789.000000 Penalty: 5779.620605
	Iteration 0F: 3 clusters Score -1.575079e+07 nChanged 54252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -15782324.000000 Penalty: 5779.620605
	Iteration 1F: 3 clusters Score -1.578232e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -15783630.000000 Penalty: 5779.620605
	Iteration 2Q: 3 clusters Score -1.578363e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -15786152.000000 Penalty: 5779.620605
	Iteration 3Q: 3 clusters Score -1.578615e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -15790703.000000 Penalty: 5779.620605
	Iteration 4F: 3 clusters Score -1.57907e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -15798340.000000 Penalty: 5779.620605
	Iteration 5F: 3 clusters Score -1.579834e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -15808098.000000 Penalty: 5779.620605
	Iteration 6F: 3 clusters Score -1.58081e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -15816967.000000 Penalty: 5779.620605
	Iteration 7F: 3 clusters Score -1.581697e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -15822042.000000 Penalty: 5779.620605
	Iteration 8Q: 3 clusters Score -1.582204e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -15824348.000000 Penalty: 5779.620605
	Iteration 9Q: 3 clusters Score -1.582435e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -15825241.000000 Penalty: 5779.620605
	Iteration 10Q: 3 clusters Score -1.582524e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -15825558.000000 Penalty: 5779.620605
	Iteration 11Q: 3 clusters Score -1.582556e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -15825723.000000 Penalty: 5779.620605
	Iteration 12Q: 3 clusters Score -1.582572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -15825776.000000 Penalty: 5779.620605
	Iteration 13Q: 3 clusters Score -1.582578e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -15825825.000000 Penalty: 5779.620605
	Iteration 14Q: 3 clusters Score -1.582582e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 113712 members 
Entering Unmasked Estep 
Score: -15825894.000000 Penalty: 5779.620605
	Iteration 15Q: 3 clusters Score -1.582589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -15825907.000000 Penalty: 5779.620605
	Iteration 16Q: 3 clusters Score -1.582591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -15825944.000000 Penalty: 5779.620605
	Iteration 17Q: 3 clusters Score -1.582594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -15825952.000000 Penalty: 5779.620605
	Iteration 18Q: 3 clusters Score -1.582595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -15825985.000000 Penalty: 5779.620605
	Iteration 19Q: 3 clusters Score -1.582598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -15826005.000000 Penalty: 5779.620605
	Iteration 20F: 3 clusters Score -1.5826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -15826021.000000 Penalty: 5779.620605
	Iteration 21Q: 3 clusters Score -1.582602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -15826035.000000 Penalty: 5779.620605
	Iteration 22Q: 3 clusters Score -1.582604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -15826048.000000 Penalty: 5779.620605
	Iteration 23Q: 3 clusters Score -1.582605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -15826072.000000 Penalty: 5779.620605
	Iteration 24Q: 3 clusters Score -1.582607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -15826072.000000 Penalty: 5779.620605
	Iteration 25Q: 3 clusters Score -1.582607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -15826107.000000 Penalty: 5779.620605
	Iteration 26Q: 3 clusters Score -1.582611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -15826119.000000 Penalty: 5779.620605
	Iteration 27Q: 3 clusters Score -1.582612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -15826105.000000 Penalty: 5779.620605
	Iteration 28Q: 3 clusters Score -1.58261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -15826103.000000 Penalty: 5779.620605
	Iteration 29Q: 3 clusters Score -1.58261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -15826106.000000 Penalty: 5779.620605
	Iteration 30Q: 3 clusters Score -1.582611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -15826099.000000 Penalty: 5779.620605
	Iteration 31Q: 3 clusters Score -1.58261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -15826110.000000 Penalty: 5779.620605
	Iteration 32Q: 3 clusters Score -1.582611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -15826103.000000 Penalty: 5779.620605
	Iteration 33Q: 3 clusters Score -1.58261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -15826104.000000 Penalty: 5779.620605
	Iteration 34Q: 3 clusters Score -1.58261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -15826108.000000 Penalty: 5779.620605
	Iteration 35Q: 3 clusters Score -1.582611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -15826103.000000 Penalty: 5779.620605
	Iteration 36Q: 3 clusters Score -1.58261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -15826106.000000 Penalty: 5779.620605
	Iteration 37Q: 3 clusters Score -1.582611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -15826108.000000 Penalty: 5779.620605
	Iteration 38Q: 3 clusters Score -1.582611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -15826107.000000 Penalty: 5779.620605
	Iteration 39Q: 3 clusters Score -1.582611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -15826107.000000 Penalty: 5779.620605
	Iteration 40F: 3 clusters Score -1.582611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Entering Unmasked Estep 
Score: -14661615.000000 Penalty: 2875.247559
	Iteration 0F: 2 clusters Score -1.466162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -14589356.000000 Penalty: 5750.495117
	Iteration 0F: 3 clusters Score -1.458936e+07 nChanged 51362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -14618689.000000 Penalty: 5750.495117
	Iteration 1F: 3 clusters Score -1.461869e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -14620300.000000 Penalty: 5750.495117
	Iteration 2Q: 3 clusters Score -1.46203e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -14622707.000000 Penalty: 5750.495117
	Iteration 3Q: 3 clusters Score -1.462271e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -14626570.000000 Penalty: 5750.495117
	Iteration 4F: 3 clusters Score -1.462657e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -14632788.000000 Penalty: 5750.495117
	Iteration 5F: 3 clusters Score -1.463279e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -14641078.000000 Penalty: 5750.495117
	Iteration 6F: 3 clusters Score -1.464108e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -14649906.000000 Penalty: 5750.495117
	Iteration 7F: 3 clusters Score -1.464991e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -14655813.000000 Penalty: 5750.495117
	Iteration 8F: 3 clusters Score -1.465581e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -14658393.000000 Penalty: 5750.495117
	Iteration 9Q: 3 clusters Score -1.465839e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -14659355.000000 Penalty: 5750.495117
	Iteration 10Q: 3 clusters Score -1.465936e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -14659935.000000 Penalty: 5750.495117
	Iteration 11Q: 3 clusters Score -1.465994e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -14660283.000000 Penalty: 5750.495117
	Iteration 12Q: 3 clusters Score -1.466028e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -14660675.000000 Penalty: 5750.495117
	Iteration 13Q: 3 clusters Score -1.466068e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -14660931.000000 Penalty: 5750.495117
	Iteration 14Q: 3 clusters Score -1.466093e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -14661098.000000 Penalty: 5750.495117
	Iteration 15Q: 3 clusters Score -1.46611e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -14661296.000000 Penalty: 5750.495117
	Iteration 16Q: 3 clusters Score -1.46613e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -14661514.000000 Penalty: 5750.495117
	Iteration 17Q: 3 clusters Score -1.466151e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -14661637.000000 Penalty: 5750.495117
	Iteration 18Q: 3 clusters Score -1.466164e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -14661738.000000 Penalty: 5750.495117
	Iteration 19Q: 3 clusters Score -1.466174e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -14661783.000000 Penalty: 5750.495117
	Iteration 20F: 3 clusters Score -1.466178e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -14661793.000000 Penalty: 5750.495117
	Iteration 21Q: 3 clusters Score -1.466179e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -14661839.000000 Penalty: 5750.495117
	Iteration 22Q: 3 clusters Score -1.466184e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -14661909.000000 Penalty: 5750.495117
	Iteration 23Q: 3 clusters Score -1.466191e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -14661942.000000 Penalty: 5750.495117
	Iteration 24Q: 3 clusters Score -1.466194e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -14661986.000000 Penalty: 5750.495117
	Iteration 25Q: 3 clusters Score -1.466199e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -14662000.000000 Penalty: 5750.495117
	Iteration 26Q: 3 clusters Score -1.4662e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -14662026.000000 Penalty: 5750.495117
	Iteration 27Q: 3 clusters Score -1.466203e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -14662050.000000 Penalty: 5750.495117
	Iteration 28Q: 3 clusters Score -1.466205e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -14662073.000000 Penalty: 5750.495117
	Iteration 29Q: 3 clusters Score -1.466207e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -14662089.000000 Penalty: 5750.495117
	Iteration 30Q: 3 clusters Score -1.466209e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -14662123.000000 Penalty: 5750.495117
	Iteration 31Q: 3 clusters Score -1.466212e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -14662141.000000 Penalty: 5750.495117
	Iteration 32Q: 3 clusters Score -1.466214e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -14662180.000000 Penalty: 5750.495117
	Iteration 33Q: 3 clusters Score -1.466218e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -14662195.000000 Penalty: 5750.495117
	Iteration 34Q: 3 clusters Score -1.46622e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -14662229.000000 Penalty: 5750.495117
	Iteration 35Q: 3 clusters Score -1.466223e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -14662210.000000 Penalty: 5750.495117
	Iteration 36Q: 3 clusters Score -1.466221e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -14662210.000000 Penalty: 5750.495117
	Iteration 37Q: 3 clusters Score -1.466221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -14662241.000000 Penalty: 5750.495117
	Iteration 38Q: 3 clusters Score -1.466224e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -14662210.000000 Penalty: 5750.495117
	Iteration 39Q: 3 clusters Score -1.466221e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -14662216.000000 Penalty: 5750.495117
	Iteration 40F: 3 clusters Score -1.466222e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -14662193.000000 Penalty: 5750.495117
	Iteration 41Q: 3 clusters Score -1.466219e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -14662218.000000 Penalty: 5750.495117
	Iteration 42Q: 3 clusters Score -1.466222e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -14662239.000000 Penalty: 5750.495117
	Iteration 43Q: 3 clusters Score -1.466224e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -14662248.000000 Penalty: 5750.495117
	Iteration 44Q: 3 clusters Score -1.466225e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -14662251.000000 Penalty: 5750.495117
	Iteration 45Q: 3 clusters Score -1.466225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -14662248.000000 Penalty: 5750.495117
	Iteration 46Q: 3 clusters Score -1.466225e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -14662240.000000 Penalty: 5750.495117
	Iteration 47Q: 3 clusters Score -1.466224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -14662254.000000 Penalty: 5750.495117
	Iteration 48Q: 3 clusters Score -1.466225e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -14662269.000000 Penalty: 5750.495117
	Iteration 49Q: 3 clusters Score -1.466227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -14662238.000000 Penalty: 5750.495117
	Iteration 50Q: 3 clusters Score -1.466224e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -14662231.000000 Penalty: 5750.495117
	Iteration 51Q: 3 clusters Score -1.466223e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -14662214.000000 Penalty: 5750.495117
	Iteration 52Q: 3 clusters Score -1.466221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -14662213.000000 Penalty: 5750.495117
	Iteration 53Q: 3 clusters Score -1.466221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -14662206.000000 Penalty: 5750.495117
	Iteration 54Q: 3 clusters Score -1.466221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -14662190.000000 Penalty: 5750.495117
	Iteration 55Q: 3 clusters Score -1.466219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -14662196.000000 Penalty: 5750.495117
	Iteration 56Q: 3 clusters Score -1.46622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -14662218.000000 Penalty: 5750.495117
	Iteration 57Q: 3 clusters Score -1.466222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -14662197.000000 Penalty: 5750.495117
	Iteration 58Q: 3 clusters Score -1.46622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -14662196.000000 Penalty: 5750.495117
	Iteration 59Q: 3 clusters Score -1.46622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -14662210.000000 Penalty: 5750.495117
	Iteration 60F: 3 clusters Score -1.466221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -14662220.000000 Penalty: 5750.495117
	Iteration 61Q: 3 clusters Score -1.466222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -14662226.000000 Penalty: 5750.495117
	Iteration 62Q: 3 clusters Score -1.466223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -14662231.000000 Penalty: 5750.495117
	Iteration 63Q: 3 clusters Score -1.466223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -14662233.000000 Penalty: 5750.495117
	Iteration 64Q: 3 clusters Score -1.466223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -14662224.000000 Penalty: 5750.495117
	Iteration 65Q: 3 clusters Score -1.466222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -14662217.000000 Penalty: 5750.495117
	Iteration 66Q: 3 clusters Score -1.466222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -14662216.000000 Penalty: 5750.495117
	Iteration 67Q: 3 clusters Score -1.466222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -14662236.000000 Penalty: 5750.495117
	Iteration 68Q: 3 clusters Score -1.466224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -14662230.000000 Penalty: 5750.495117
	Iteration 69Q: 3 clusters Score -1.466223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -14662223.000000 Penalty: 5750.495117
	Iteration 70Q: 3 clusters Score -1.466222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -14662216.000000 Penalty: 5750.495117
	Iteration 71Q: 3 clusters Score -1.466222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -14662207.000000 Penalty: 5750.495117
	Iteration 72Q: 3 clusters Score -1.466221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -14662195.000000 Penalty: 5750.495117
	Iteration 73Q: 3 clusters Score -1.46622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -14662194.000000 Penalty: 5750.495117
	Iteration 74Q: 3 clusters Score -1.466219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -14662201.000000 Penalty: 5750.495117
	Iteration 75Q: 3 clusters Score -1.46622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -14662204.000000 Penalty: 5750.495117
	Iteration 76Q: 3 clusters Score -1.46622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14662197.000000 Penalty: 5750.495117
	Iteration 77Q: 3 clusters Score -1.46622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -14662208.000000 Penalty: 5750.495117
	Iteration 78Q: 3 clusters Score -1.466221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -14662206.000000 Penalty: 5750.495117
	Iteration 79Q: 3 clusters Score -1.466221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -14662221.000000 Penalty: 5750.495117
	Iteration 80F: 3 clusters Score -1.466222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -14662225.000000 Penalty: 5750.495117
	Iteration 81Q: 3 clusters Score -1.466222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -14662226.000000 Penalty: 5750.495117
	Iteration 82Q: 3 clusters Score -1.466223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -14662234.000000 Penalty: 5750.495117
	Iteration 83Q: 3 clusters Score -1.466223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -14662233.000000 Penalty: 5750.495117
	Iteration 84Q: 3 clusters Score -1.466223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -14662230.000000 Penalty: 5750.495117
	Iteration 85Q: 3 clusters Score -1.466223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -14662241.000000 Penalty: 5750.495117
	Iteration 86Q: 3 clusters Score -1.466224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -14662236.000000 Penalty: 5750.495117
	Iteration 87Q: 3 clusters Score -1.466224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -14662250.000000 Penalty: 5750.495117
	Iteration 88Q: 3 clusters Score -1.466225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -14662241.000000 Penalty: 5750.495117
	Iteration 89Q: 3 clusters Score -1.466224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -14662249.000000 Penalty: 5750.495117
	Iteration 90Q: 3 clusters Score -1.466225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -14662253.000000 Penalty: 5750.495117
	Iteration 91Q: 3 clusters Score -1.466225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -14662249.000000 Penalty: 5750.495117
	Iteration 92Q: 3 clusters Score -1.466225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -14662267.000000 Penalty: 5750.495117
	Iteration 93Q: 3 clusters Score -1.466227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -14662265.000000 Penalty: 5750.495117
	Iteration 94Q: 3 clusters Score -1.466226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -14662262.000000 Penalty: 5750.495117
	Iteration 95Q: 3 clusters Score -1.466226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -14662271.000000 Penalty: 5750.495117
	Iteration 96Q: 3 clusters Score -1.466227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -14662274.000000 Penalty: 5750.495117
	Iteration 97Q: 3 clusters Score -1.466227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -14662272.000000 Penalty: 5750.495117
	Iteration 98Q: 3 clusters Score -1.466227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -14662270.000000 Penalty: 5750.495117
	Iteration 99Q: 3 clusters Score -1.466227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -14662278.000000 Penalty: 5750.495117
	Iteration 100F: 3 clusters Score -1.466228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -14662283.000000 Penalty: 5750.495117
	Iteration 101Q: 3 clusters Score -1.466228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97401 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -14662285.000000 Penalty: 5750.495117
	Iteration 102Q: 3 clusters Score -1.466228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -14662289.000000 Penalty: 5750.495117
	Iteration 103Q: 3 clusters Score -1.466229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -14662290.000000 Penalty: 5750.495117
	Iteration 104Q: 3 clusters Score -1.466229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -14662286.000000 Penalty: 5750.495117
	Iteration 105Q: 3 clusters Score -1.466229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -14662293.000000 Penalty: 5750.495117
	Iteration 106Q: 3 clusters Score -1.466229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -14662281.000000 Penalty: 5750.495117
	Iteration 107Q: 3 clusters Score -1.466228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -14662280.000000 Penalty: 5750.495117
	Iteration 108Q: 3 clusters Score -1.466228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -14662275.000000 Penalty: 5750.495117
	Iteration 109Q: 3 clusters Score -1.466228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -14662291.000000 Penalty: 5750.495117
	Iteration 110Q: 3 clusters Score -1.466229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -14662295.000000 Penalty: 5750.495117
	Iteration 111Q: 3 clusters Score -1.46623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -14662289.000000 Penalty: 5750.495117
	Iteration 112Q: 3 clusters Score -1.466229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -14662299.000000 Penalty: 5750.495117
	Iteration 113Q: 3 clusters Score -1.46623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -14662306.000000 Penalty: 5750.495117
	Iteration 114Q: 3 clusters Score -1.466231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -14662299.000000 Penalty: 5750.495117
	Iteration 115Q: 3 clusters Score -1.46623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -14662296.000000 Penalty: 5750.495117
	Iteration 116Q: 3 clusters Score -1.46623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -14662293.000000 Penalty: 5750.495117
	Iteration 117Q: 3 clusters Score -1.466229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -14662290.000000 Penalty: 5750.495117
	Iteration 118Q: 3 clusters Score -1.466229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -14662291.000000 Penalty: 5750.495117
	Iteration 119Q: 3 clusters Score -1.466229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -14662294.000000 Penalty: 5750.495117
	Iteration 120F: 3 clusters Score -1.466229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -14662297.000000 Penalty: 5750.495117
	Iteration 121Q: 3 clusters Score -1.46623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -14662302.000000 Penalty: 5750.495117
	Iteration 122Q: 3 clusters Score -1.46623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -14662289.000000 Penalty: 5750.495117
	Iteration 123Q: 3 clusters Score -1.466229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -14662292.000000 Penalty: 5750.495117
	Iteration 124Q: 3 clusters Score -1.466229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -14662295.000000 Penalty: 5750.495117
	Iteration 125Q: 3 clusters Score -1.46623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -14662295.000000 Penalty: 5750.495117
	Iteration 126F: 3 clusters Score -1.46623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 97482 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 21 contains 10935 members 
Entering Unmasked Estep 
Score: -134066376.000000 Penalty: 72004.804688
Splitting cluster 13 changes total score from -134061232.000000 to -134066376.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (154316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Entering Unmasked Estep 
Score: -20424476.000000 Penalty: 2962.795898
	Iteration 0F: 2 clusters Score -2.042448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -20324856.000000 Penalty: 5925.591797
	Iteration 0F: 3 clusters Score -2.032486e+07 nChanged 74015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -20368626.000000 Penalty: 5925.591797
	Iteration 1F: 3 clusters Score -2.036863e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -20370404.000000 Penalty: 5925.591797
	Iteration 2Q: 3 clusters Score -2.03704e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -20372948.000000 Penalty: 5925.591797
	Iteration 3Q: 3 clusters Score -2.037295e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -20376778.000000 Penalty: 5925.591797
	Iteration 4F: 3 clusters Score -2.037678e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -20382990.000000 Penalty: 5925.591797
	Iteration 5F: 3 clusters Score -2.038299e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -20392388.000000 Penalty: 5925.591797
	Iteration 6F: 3 clusters Score -2.039239e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 129434 members 
Entering Unmasked Estep 
Score: -20403468.000000 Penalty: 5925.591797
	Iteration 7F: 3 clusters Score -2.040347e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 140332 members 
Entering Unmasked Estep 
Score: -20412908.000000 Penalty: 5925.591797
	Iteration 8F: 3 clusters Score -2.041291e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -20417922.000000 Penalty: 5925.591797
	Iteration 9Q: 3 clusters Score -2.041792e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -20420184.000000 Penalty: 5925.591797
	Iteration 10Q: 3 clusters Score -2.042018e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -20421104.000000 Penalty: 5925.591797
	Iteration 11Q: 3 clusters Score -2.04211e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -20421598.000000 Penalty: 5925.591797
	Iteration 12Q: 3 clusters Score -2.04216e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -20421758.000000 Penalty: 5925.591797
	Iteration 13Q: 3 clusters Score -2.042176e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -20421858.000000 Penalty: 5925.591797
	Iteration 14Q: 3 clusters Score -2.042186e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 153725 members 
Entering Unmasked Estep 
Score: -20421946.000000 Penalty: 5925.591797
	Iteration 15Q: 3 clusters Score -2.042195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 153768 members 
Entering Unmasked Estep 
Score: -20421982.000000 Penalty: 5925.591797
	Iteration 16Q: 3 clusters Score -2.042198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -20422012.000000 Penalty: 5925.591797
	Iteration 17Q: 3 clusters Score -2.042201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 153812 members 
Entering Unmasked Estep 
Score: -20422036.000000 Penalty: 5925.591797
	Iteration 18Q: 3 clusters Score -2.042204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 153826 members 
Entering Unmasked Estep 
Score: -20422040.000000 Penalty: 5925.591797
	Iteration 19Q: 3 clusters Score -2.042204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 153833 members 
Entering Unmasked Estep 
Score: -20422062.000000 Penalty: 5925.591797
	Iteration 20F: 3 clusters Score -2.042206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -20422058.000000 Penalty: 5925.591797
	Iteration 21Q: 3 clusters Score -2.042206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -20422048.000000 Penalty: 5925.591797
	Iteration 22Q: 3 clusters Score -2.042205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 153846 members 
Entering Unmasked Estep 
Score: -20422076.000000 Penalty: 5925.591797
	Iteration 23Q: 3 clusters Score -2.042208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 153851 members 
Entering Unmasked Estep 
Score: -20422074.000000 Penalty: 5925.591797
	Iteration 24Q: 3 clusters Score -2.042207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -20422066.000000 Penalty: 5925.591797
	Iteration 25Q: 3 clusters Score -2.042207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -20422066.000000 Penalty: 5925.591797
	Iteration 26Q: 3 clusters Score -2.042207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 153851 members 
Entering Unmasked Estep 
Score: -20422058.000000 Penalty: 5925.591797
	Iteration 27Q: 3 clusters Score -2.042206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -20422066.000000 Penalty: 5925.591797
	Iteration 28Q: 3 clusters Score -2.042207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -20422076.000000 Penalty: 5925.591797
	Iteration 29Q: 3 clusters Score -2.042208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -20422076.000000 Penalty: 5925.591797
	Iteration 30F: 3 clusters Score -2.042208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (143161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Entering Unmasked Estep 
Score: -19613944.000000 Penalty: 2944.187744
	Iteration 0F: 2 clusters Score -1.961394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -19520482.000000 Penalty: 5888.375488
	Iteration 0F: 3 clusters Score -1.952048e+07 nChanged 68243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -19560420.000000 Penalty: 5888.375488
	Iteration 1F: 3 clusters Score -1.956042e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -19562170.000000 Penalty: 5888.375488
	Iteration 2Q: 3 clusters Score -1.956217e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -19565346.000000 Penalty: 5888.375488
	Iteration 3Q: 3 clusters Score -1.956535e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -19570984.000000 Penalty: 5888.375488
	Iteration 4F: 3 clusters Score -1.957098e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -19579686.000000 Penalty: 5888.375488
	Iteration 5F: 3 clusters Score -1.957969e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -19590002.000000 Penalty: 5888.375488
	Iteration 6F: 3 clusters Score -1.959e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -19599634.000000 Penalty: 5888.375488
	Iteration 7F: 3 clusters Score -1.959963e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -19605812.000000 Penalty: 5888.375488
	Iteration 8Q: 3 clusters Score -1.960581e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -19608912.000000 Penalty: 5888.375488
	Iteration 9Q: 3 clusters Score -1.960891e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -19610198.000000 Penalty: 5888.375488
	Iteration 10Q: 3 clusters Score -1.96102e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139657 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -19610910.000000 Penalty: 5888.375488
	Iteration 11Q: 3 clusters Score -1.961091e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140150 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -19611420.000000 Penalty: 5888.375488
	Iteration 12Q: 3 clusters Score -1.961142e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -19611880.000000 Penalty: 5888.375488
	Iteration 13Q: 3 clusters Score -1.961188e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19612192.000000 Penalty: 5888.375488
	Iteration 14Q: 3 clusters Score -1.961219e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19612350.000000 Penalty: 5888.375488
	Iteration 15Q: 3 clusters Score -1.961235e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -19612484.000000 Penalty: 5888.375488
	Iteration 16Q: 3 clusters Score -1.961248e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -19612514.000000 Penalty: 5888.375488
	Iteration 17Q: 3 clusters Score -1.961251e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -19612550.000000 Penalty: 5888.375488
	Iteration 18Q: 3 clusters Score -1.961255e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -19612596.000000 Penalty: 5888.375488
	Iteration 19Q: 3 clusters Score -1.96126e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -19612648.000000 Penalty: 5888.375488
	Iteration 20F: 3 clusters Score -1.961265e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140042 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -19612682.000000 Penalty: 5888.375488
	Iteration 21Q: 3 clusters Score -1.961268e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139984 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19612706.000000 Penalty: 5888.375488
	Iteration 22Q: 3 clusters Score -1.961271e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139919 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -19612744.000000 Penalty: 5888.375488
	Iteration 23Q: 3 clusters Score -1.961274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139869 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19612748.000000 Penalty: 5888.375488
	Iteration 24Q: 3 clusters Score -1.961275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139842 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19612772.000000 Penalty: 5888.375488
	Iteration 25Q: 3 clusters Score -1.961277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -19612832.000000 Penalty: 5888.375488
	Iteration 26Q: 3 clusters Score -1.961283e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19612844.000000 Penalty: 5888.375488
	Iteration 27Q: 3 clusters Score -1.961284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -19612850.000000 Penalty: 5888.375488
	Iteration 28Q: 3 clusters Score -1.961285e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19612864.000000 Penalty: 5888.375488
	Iteration 29Q: 3 clusters Score -1.961286e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139683 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -19612894.000000 Penalty: 5888.375488
	Iteration 30Q: 3 clusters Score -1.961289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19612906.000000 Penalty: 5888.375488
	Iteration 31Q: 3 clusters Score -1.961291e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -19612924.000000 Penalty: 5888.375488
	Iteration 32Q: 3 clusters Score -1.961292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19612944.000000 Penalty: 5888.375488
	Iteration 33Q: 3 clusters Score -1.961294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -19612952.000000 Penalty: 5888.375488
	Iteration 34Q: 3 clusters Score -1.961295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -19612960.000000 Penalty: 5888.375488
	Iteration 35Q: 3 clusters Score -1.961296e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139486 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -19612964.000000 Penalty: 5888.375488
	Iteration 36Q: 3 clusters Score -1.961296e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139453 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -19612968.000000 Penalty: 5888.375488
	Iteration 37Q: 3 clusters Score -1.961297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -19612976.000000 Penalty: 5888.375488
	Iteration 38Q: 3 clusters Score -1.961298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139410 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -19612984.000000 Penalty: 5888.375488
	Iteration 39Q: 3 clusters Score -1.961298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -19613000.000000 Penalty: 5888.375488
	Iteration 40F: 3 clusters Score -1.9613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -19613020.000000 Penalty: 5888.375488
	Iteration 41Q: 3 clusters Score -1.961302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -19613014.000000 Penalty: 5888.375488
	Iteration 42Q: 3 clusters Score -1.961301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139370 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -19613020.000000 Penalty: 5888.375488
	Iteration 43Q: 3 clusters Score -1.961302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139365 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -19613014.000000 Penalty: 5888.375488
	Iteration 44Q: 3 clusters Score -1.961301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -19613010.000000 Penalty: 5888.375488
	Iteration 45Q: 3 clusters Score -1.961301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139358 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -19613018.000000 Penalty: 5888.375488
	Iteration 46Q: 3 clusters Score -1.961302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -19613008.000000 Penalty: 5888.375488
	Iteration 47Q: 3 clusters Score -1.961301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139349 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -19612998.000000 Penalty: 5888.375488
	Iteration 48Q: 3 clusters Score -1.9613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139345 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -19613010.000000 Penalty: 5888.375488
	Iteration 49Q: 3 clusters Score -1.961301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -19613008.000000 Penalty: 5888.375488
	Iteration 50Q: 3 clusters Score -1.961301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139340 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -19613014.000000 Penalty: 5888.375488
	Iteration 51Q: 3 clusters Score -1.961301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139337 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -19613012.000000 Penalty: 5888.375488
	Iteration 52Q: 3 clusters Score -1.961301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -19613014.000000 Penalty: 5888.375488
	Iteration 53Q: 3 clusters Score -1.961301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -19613014.000000 Penalty: 5888.375488
	Iteration 54F: 3 clusters Score -1.961301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Entering Unmasked Estep 
Score: -183512.375000 Penalty: 1817.777954
	Iteration 0F: 2 clusters Score -183512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181516.437500 Penalty: 3635.555908
	Iteration 0F: 3 clusters Score -181516.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183000.109375 Penalty: 3635.555908
	Iteration 1F: 3 clusters Score -183000.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -183629.125000 Penalty: 3635.555908
	Iteration 2F: 3 clusters Score -183629.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -183986.125000 Penalty: 3635.555908
	Iteration 3F: 3 clusters Score -183986.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184392.984375 Penalty: 3635.555908
	Iteration 4Q: 3 clusters Score -184393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -184972.468750 Penalty: 3635.555908
	Iteration 5Q: 3 clusters Score -184972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -185051.000000 Penalty: 3635.555908
	Iteration 6Q: 3 clusters Score -185051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -185059.484375 Penalty: 3635.555908
	Iteration 7Q: 3 clusters Score -185059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -185063.234375 Penalty: 3635.555908
	Iteration 8Q: 3 clusters Score -185063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -185070.812500 Penalty: 3635.555908
	Iteration 9Q: 3 clusters Score -185070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -185075.625000 Penalty: 3635.555908
	Iteration 10Q: 3 clusters Score -185075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -185082.953125 Penalty: 3635.555908
	Iteration 11Q: 3 clusters Score -185083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -185087.343750 Penalty: 3635.555908
	Iteration 12Q: 3 clusters Score -185087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -185088.843750 Penalty: 3635.555908
	Iteration 13Q: 3 clusters Score -185088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -185091.515625 Penalty: 3635.555908
	Iteration 14Q: 3 clusters Score -185091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -185094.375000 Penalty: 3635.555908
	Iteration 15Q: 3 clusters Score -185094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -185094.937500 Penalty: 3635.555908
	Iteration 16Q: 3 clusters Score -185094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -185094.937500 Penalty: 3635.555908
	Iteration 17F: 3 clusters Score -185094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 97482 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 1174 members 
Entering Unmasked Estep 
Score: -134066584.000000 Penalty: 75433.601562
Splitting cluster 16 changes total score from -134061232.000000 to -134066584.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -368073.781250 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -368073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -364951.218750 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -364951.2 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -365671.562500 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -365671.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -366059.125000 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -366059.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -366692.781250 Penalty: 3940.468262
	Iteration 3F: 3 clusters Score -366692.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -367737.937500 Penalty: 3940.468262
	Iteration 4F: 3 clusters Score -367737.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -368897.531250 Penalty: 3940.468262
	Iteration 5F: 3 clusters Score -368897.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -369414.468750 Penalty: 3940.468262
	Iteration 6F: 3 clusters Score -369414.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -369595.750000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -369595.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -369683.093750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -369683.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -369731.343750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -369731.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -369780.062500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -369780.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -369813.625000 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -369813.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369870.437500 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -369870.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369948.250000 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -369948.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -370049.906250 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -370049.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -370229.718750 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -370229.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -370508.031250 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -370508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -370613.406250 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -370613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -370628.031250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -370628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -370628.187500 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -370628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -370628.187500 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -370628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 97482 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 1144 members 
Entering Unmasked Estep 
Score: -134067904.000000 Penalty: 78862.398438
Splitting cluster 17 changes total score from -134061232.000000 to -134067904.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (196446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196446 members 
Entering Unmasked Estep 
Score: -26879008.000000 Penalty: 3022.659424
	Iteration 0F: 2 clusters Score -2.687901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -26753162.000000 Penalty: 6045.318848
	Iteration 0F: 3 clusters Score -2.675316e+07 nChanged 94507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -26808422.000000 Penalty: 6045.318848
	Iteration 1F: 3 clusters Score -2.680842e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -26809576.000000 Penalty: 6045.318848
	Iteration 2Q: 3 clusters Score -2.680958e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -26811060.000000 Penalty: 6045.318848
	Iteration 3Q: 3 clusters Score -2.681106e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -26813476.000000 Penalty: 6045.318848
	Iteration 4Q: 3 clusters Score -2.681348e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -26817148.000000 Penalty: 6045.318848
	Iteration 5Q: 3 clusters Score -2.681715e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 120692 members 
Entering Unmasked Estep 
Score: -26822988.000000 Penalty: 6045.318848
	Iteration 6F: 3 clusters Score -2.682299e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -26831942.000000 Penalty: 6045.318848
	Iteration 7F: 3 clusters Score -2.683194e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 140899 members 
Entering Unmasked Estep 
Score: -26842534.000000 Penalty: 6045.318848
	Iteration 8F: 3 clusters Score -2.684253e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -26852846.000000 Penalty: 6045.318848
	Iteration 9F: 3 clusters Score -2.685285e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -26861026.000000 Penalty: 6045.318848
	Iteration 10Q: 3 clusters Score -2.686103e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 162084 members 
Entering Unmasked Estep 
Score: -26865410.000000 Penalty: 6045.318848
	Iteration 11Q: 3 clusters Score -2.686541e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -26868496.000000 Penalty: 6045.318848
	Iteration 12Q: 3 clusters Score -2.68685e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -26870764.000000 Penalty: 6045.318848
	Iteration 13Q: 3 clusters Score -2.687076e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 172645 members 
Entering Unmasked Estep 
Score: -26872552.000000 Penalty: 6045.318848
	Iteration 14Q: 3 clusters Score -2.687255e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 175171 members 
Entering Unmasked Estep 
Score: -26873858.000000 Penalty: 6045.318848
	Iteration 15Q: 3 clusters Score -2.687386e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -26874640.000000 Penalty: 6045.318848
	Iteration 16Q: 3 clusters Score -2.687464e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -26875200.000000 Penalty: 6045.318848
	Iteration 17Q: 3 clusters Score -2.68752e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -26875540.000000 Penalty: 6045.318848
	Iteration 18Q: 3 clusters Score -2.687554e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -26875864.000000 Penalty: 6045.318848
	Iteration 19Q: 3 clusters Score -2.687586e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -26876126.000000 Penalty: 6045.318848
	Iteration 20F: 3 clusters Score -2.687613e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -26876172.000000 Penalty: 6045.318848
	Iteration 21Q: 3 clusters Score -2.687617e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -26876292.000000 Penalty: 6045.318848
	Iteration 22Q: 3 clusters Score -2.687629e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 185226 members 
Entering Unmasked Estep 
Score: -26876372.000000 Penalty: 6045.318848
	Iteration 23Q: 3 clusters Score -2.687637e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 185890 members 
Entering Unmasked Estep 
Score: -26876474.000000 Penalty: 6045.318848
	Iteration 24Q: 3 clusters Score -2.687647e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 186455 members 
Entering Unmasked Estep 
Score: -26876520.000000 Penalty: 6045.318848
	Iteration 25Q: 3 clusters Score -2.687652e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 186975 members 
Entering Unmasked Estep 
Score: -26876484.000000 Penalty: 6045.318848
	Iteration 26Q: 3 clusters Score -2.687648e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 187448 members 
Entering Unmasked Estep 
Score: -26876510.000000 Penalty: 6045.318848
	Iteration 27Q: 3 clusters Score -2.687651e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -26876522.000000 Penalty: 6045.318848
	Iteration 28Q: 3 clusters Score -2.687652e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 188271 members 
Entering Unmasked Estep 
Score: -26876562.000000 Penalty: 6045.318848
	Iteration 29Q: 3 clusters Score -2.687656e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 188626 members 
Entering Unmasked Estep 
Score: -26876550.000000 Penalty: 6045.318848
	Iteration 30Q: 3 clusters Score -2.687655e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 188950 members 
Entering Unmasked Estep 
Score: -26876616.000000 Penalty: 6045.318848
	Iteration 31Q: 3 clusters Score -2.687662e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 189261 members 
Entering Unmasked Estep 
Score: -26876596.000000 Penalty: 6045.318848
	Iteration 32Q: 3 clusters Score -2.68766e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 189537 members 
Entering Unmasked Estep 
Score: -26876542.000000 Penalty: 6045.318848
	Iteration 33Q: 3 clusters Score -2.687654e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -26876558.000000 Penalty: 6045.318848
	Iteration 34Q: 3 clusters Score -2.687656e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -26876568.000000 Penalty: 6045.318848
	Iteration 35Q: 3 clusters Score -2.687657e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -26876568.000000 Penalty: 6045.318848
	Iteration 36Q: 3 clusters Score -2.687657e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 190284 members 
Entering Unmasked Estep 
Score: -26876628.000000 Penalty: 6045.318848
	Iteration 37Q: 3 clusters Score -2.687663e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 190433 members 
Entering Unmasked Estep 
Score: -26876626.000000 Penalty: 6045.318848
	Iteration 38Q: 3 clusters Score -2.687663e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -26876636.000000 Penalty: 6045.318848
	Iteration 39Q: 3 clusters Score -2.687664e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 190739 members 
Entering Unmasked Estep 
Score: -26876646.000000 Penalty: 6045.318848
	Iteration 40F: 3 clusters Score -2.687665e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 190907 members 
Entering Unmasked Estep 
Score: -26876654.000000 Penalty: 6045.318848
	Iteration 41Q: 3 clusters Score -2.687665e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 191099 members 
Entering Unmasked Estep 
Score: -26876716.000000 Penalty: 6045.318848
	Iteration 42Q: 3 clusters Score -2.687672e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 191278 members 
Entering Unmasked Estep 
Score: -26876686.000000 Penalty: 6045.318848
	Iteration 43Q: 3 clusters Score -2.687669e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 191441 members 
Entering Unmasked Estep 
Score: -26876634.000000 Penalty: 6045.318848
	Iteration 44Q: 3 clusters Score -2.687663e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 191603 members 
Entering Unmasked Estep 
Score: -26876610.000000 Penalty: 6045.318848
	Iteration 45Q: 3 clusters Score -2.687661e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 191757 members 
Entering Unmasked Estep 
Score: -26876678.000000 Penalty: 6045.318848
	Iteration 46Q: 3 clusters Score -2.687668e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 191886 members 
Entering Unmasked Estep 
Score: -26876702.000000 Penalty: 6045.318848
	Iteration 47Q: 3 clusters Score -2.68767e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 191980 members 
Entering Unmasked Estep 
Score: -26876652.000000 Penalty: 6045.318848
	Iteration 48Q: 3 clusters Score -2.687665e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 192073 members 
Entering Unmasked Estep 
Score: -26876648.000000 Penalty: 6045.318848
	Iteration 49Q: 3 clusters Score -2.687665e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 192156 members 
Entering Unmasked Estep 
Score: -26876684.000000 Penalty: 6045.318848
	Iteration 50Q: 3 clusters Score -2.687668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 192238 members 
Entering Unmasked Estep 
Score: -26876676.000000 Penalty: 6045.318848
	Iteration 51Q: 3 clusters Score -2.687668e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -26876688.000000 Penalty: 6045.318848
	Iteration 52Q: 3 clusters Score -2.687669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 192356 members 
Entering Unmasked Estep 
Score: -26876686.000000 Penalty: 6045.318848
	Iteration 53Q: 3 clusters Score -2.687669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -26876720.000000 Penalty: 6045.318848
	Iteration 54Q: 3 clusters Score -2.687672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 192465 members 
Entering Unmasked Estep 
Score: -26876702.000000 Penalty: 6045.318848
	Iteration 55Q: 3 clusters Score -2.68767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 192515 members 
Entering Unmasked Estep 
Score: -26876738.000000 Penalty: 6045.318848
	Iteration 56Q: 3 clusters Score -2.687674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -26876720.000000 Penalty: 6045.318848
	Iteration 57Q: 3 clusters Score -2.687672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 192611 members 
Entering Unmasked Estep 
Score: -26876670.000000 Penalty: 6045.318848
	Iteration 58Q: 3 clusters Score -2.687667e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 192660 members 
Entering Unmasked Estep 
Score: -26876690.000000 Penalty: 6045.318848
	Iteration 59Q: 3 clusters Score -2.687669e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 192708 members 
Entering Unmasked Estep 
Score: -26876706.000000 Penalty: 6045.318848
	Iteration 60F: 3 clusters Score -2.687671e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 192770 members 
Entering Unmasked Estep 
Score: -26876728.000000 Penalty: 6045.318848
	Iteration 61Q: 3 clusters Score -2.687673e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 192830 members 
Entering Unmasked Estep 
Score: -26876698.000000 Penalty: 6045.318848
	Iteration 62Q: 3 clusters Score -2.68767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 192876 members 
Entering Unmasked Estep 
Score: -26876726.000000 Penalty: 6045.318848
	Iteration 63Q: 3 clusters Score -2.687673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 192922 members 
Entering Unmasked Estep 
Score: -26876754.000000 Penalty: 6045.318848
	Iteration 64Q: 3 clusters Score -2.687675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 192951 members 
Entering Unmasked Estep 
Score: -26876770.000000 Penalty: 6045.318848
	Iteration 65Q: 3 clusters Score -2.687677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 192980 members 
Entering Unmasked Estep 
Score: -26876746.000000 Penalty: 6045.318848
	Iteration 66Q: 3 clusters Score -2.687675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 193010 members 
Entering Unmasked Estep 
Score: -26876748.000000 Penalty: 6045.318848
	Iteration 67Q: 3 clusters Score -2.687675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 193035 members 
Entering Unmasked Estep 
Score: -26876748.000000 Penalty: 6045.318848
	Iteration 68Q: 3 clusters Score -2.687675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -26876722.000000 Penalty: 6045.318848
	Iteration 69Q: 3 clusters Score -2.687672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 193095 members 
Entering Unmasked Estep 
Score: -26876730.000000 Penalty: 6045.318848
	Iteration 70Q: 3 clusters Score -2.687673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 193117 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 71Q: 3 clusters Score -2.687674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -26876734.000000 Penalty: 6045.318848
	Iteration 72Q: 3 clusters Score -2.687673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 193159 members 
Entering Unmasked Estep 
Score: -26876714.000000 Penalty: 6045.318848
	Iteration 73Q: 3 clusters Score -2.687671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 193171 members 
Entering Unmasked Estep 
Score: -26876728.000000 Penalty: 6045.318848
	Iteration 74Q: 3 clusters Score -2.687673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 193183 members 
Entering Unmasked Estep 
Score: -26876726.000000 Penalty: 6045.318848
	Iteration 75Q: 3 clusters Score -2.687673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 193191 members 
Entering Unmasked Estep 
Score: -26876732.000000 Penalty: 6045.318848
	Iteration 76Q: 3 clusters Score -2.687673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 193199 members 
Entering Unmasked Estep 
Score: -26876716.000000 Penalty: 6045.318848
	Iteration 77Q: 3 clusters Score -2.687672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 193210 members 
Entering Unmasked Estep 
Score: -26876714.000000 Penalty: 6045.318848
	Iteration 78Q: 3 clusters Score -2.687671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 193220 members 
Entering Unmasked Estep 
Score: -26876716.000000 Penalty: 6045.318848
	Iteration 79Q: 3 clusters Score -2.687672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 193228 members 
Entering Unmasked Estep 
Score: -26876706.000000 Penalty: 6045.318848
	Iteration 80F: 3 clusters Score -2.687671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 193237 members 
Entering Unmasked Estep 
Score: -26876710.000000 Penalty: 6045.318848
	Iteration 81Q: 3 clusters Score -2.687671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 193245 members 
Entering Unmasked Estep 
Score: -26876724.000000 Penalty: 6045.318848
	Iteration 82Q: 3 clusters Score -2.687672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 193251 members 
Entering Unmasked Estep 
Score: -26876722.000000 Penalty: 6045.318848
	Iteration 83Q: 3 clusters Score -2.687672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 193257 members 
Entering Unmasked Estep 
Score: -26876726.000000 Penalty: 6045.318848
	Iteration 84Q: 3 clusters Score -2.687673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 193265 members 
Entering Unmasked Estep 
Score: -26876726.000000 Penalty: 6045.318848
	Iteration 85Q: 3 clusters Score -2.687673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 193272 members 
Entering Unmasked Estep 
Score: -26876738.000000 Penalty: 6045.318848
	Iteration 86Q: 3 clusters Score -2.687674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 193279 members 
Entering Unmasked Estep 
Score: -26876732.000000 Penalty: 6045.318848
	Iteration 87Q: 3 clusters Score -2.687673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 193288 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 88Q: 3 clusters Score -2.687674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 193299 members 
Entering Unmasked Estep 
Score: -26876758.000000 Penalty: 6045.318848
	Iteration 89Q: 3 clusters Score -2.687676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 90Q: 3 clusters Score -2.687674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 193318 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 91Q: 3 clusters Score -2.687674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -26876728.000000 Penalty: 6045.318848
	Iteration 92Q: 3 clusters Score -2.687673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -26876738.000000 Penalty: 6045.318848
	Iteration 93Q: 3 clusters Score -2.687674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 94Q: 3 clusters Score -2.687674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -26876746.000000 Penalty: 6045.318848
	Iteration 95Q: 3 clusters Score -2.687675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 193332 members 
Entering Unmasked Estep 
Score: -26876748.000000 Penalty: 6045.318848
	Iteration 96Q: 3 clusters Score -2.687675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -26876764.000000 Penalty: 6045.318848
	Iteration 97Q: 3 clusters Score -2.687676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 193335 members 
Entering Unmasked Estep 
Score: -26876752.000000 Penalty: 6045.318848
	Iteration 98Q: 3 clusters Score -2.687675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 193337 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 99Q: 3 clusters Score -2.687676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 193343 members 
Entering Unmasked Estep 
Score: -26876756.000000 Penalty: 6045.318848
	Iteration 100F: 3 clusters Score -2.687676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 193346 members 
Entering Unmasked Estep 
Score: -26876754.000000 Penalty: 6045.318848
	Iteration 101Q: 3 clusters Score -2.687675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 193351 members 
Entering Unmasked Estep 
Score: -26876754.000000 Penalty: 6045.318848
	Iteration 102Q: 3 clusters Score -2.687675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -26876764.000000 Penalty: 6045.318848
	Iteration 103Q: 3 clusters Score -2.687676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 193370 members 
Entering Unmasked Estep 
Score: -26876756.000000 Penalty: 6045.318848
	Iteration 104Q: 3 clusters Score -2.687676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 193375 members 
Entering Unmasked Estep 
Score: -26876778.000000 Penalty: 6045.318848
	Iteration 105Q: 3 clusters Score -2.687678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 106Q: 3 clusters Score -2.687676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 193385 members 
Entering Unmasked Estep 
Score: -26876758.000000 Penalty: 6045.318848
	Iteration 107Q: 3 clusters Score -2.687676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 193389 members 
Entering Unmasked Estep 
Score: -26876736.000000 Penalty: 6045.318848
	Iteration 108Q: 3 clusters Score -2.687674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 193397 members 
Entering Unmasked Estep 
Score: -26876746.000000 Penalty: 6045.318848
	Iteration 109Q: 3 clusters Score -2.687675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 193404 members 
Entering Unmasked Estep 
Score: -26876740.000000 Penalty: 6045.318848
	Iteration 110Q: 3 clusters Score -2.687674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 193415 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 111Q: 3 clusters Score -2.687676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 112Q: 3 clusters Score -2.687676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 193437 members 
Entering Unmasked Estep 
Score: -26876748.000000 Penalty: 6045.318848
	Iteration 113Q: 3 clusters Score -2.687675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 193446 members 
Entering Unmasked Estep 
Score: -26876732.000000 Penalty: 6045.318848
	Iteration 114Q: 3 clusters Score -2.687673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 193454 members 
Entering Unmasked Estep 
Score: -26876728.000000 Penalty: 6045.318848
	Iteration 115Q: 3 clusters Score -2.687673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 193463 members 
Entering Unmasked Estep 
Score: -26876742.000000 Penalty: 6045.318848
	Iteration 116Q: 3 clusters Score -2.687674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -26876752.000000 Penalty: 6045.318848
	Iteration 117Q: 3 clusters Score -2.687675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 193475 members 
Entering Unmasked Estep 
Score: -26876744.000000 Penalty: 6045.318848
	Iteration 118Q: 3 clusters Score -2.687674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 193481 members 
Entering Unmasked Estep 
Score: -26876756.000000 Penalty: 6045.318848
	Iteration 119Q: 3 clusters Score -2.687676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 193488 members 
Entering Unmasked Estep 
Score: -26876754.000000 Penalty: 6045.318848
	Iteration 120F: 3 clusters Score -2.687675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -26876768.000000 Penalty: 6045.318848
	Iteration 121Q: 3 clusters Score -2.687677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -26876768.000000 Penalty: 6045.318848
	Iteration 122Q: 3 clusters Score -2.687677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -26876752.000000 Penalty: 6045.318848
	Iteration 123Q: 3 clusters Score -2.687675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 193520 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 124Q: 3 clusters Score -2.687676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
Score: -26876760.000000 Penalty: 6045.318848
	Iteration 125Q: 3 clusters Score -2.687676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 193536 members 
Entering Unmasked Estep 
Score: -26876772.000000 Penalty: 6045.318848
	Iteration 126Q: 3 clusters Score -2.687677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 193538 members 
Entering Unmasked Estep 
Score: -26876772.000000 Penalty: 6045.318848
	Iteration 127Q: 3 clusters Score -2.687677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -26876780.000000 Penalty: 6045.318848
	Iteration 128Q: 3 clusters Score -2.687678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
Score: -26876782.000000 Penalty: 6045.318848
	Iteration 129Q: 3 clusters Score -2.687678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 193549 members 
Entering Unmasked Estep 
Score: -26876792.000000 Penalty: 6045.318848
	Iteration 130Q: 3 clusters Score -2.687679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -26876788.000000 Penalty: 6045.318848
	Iteration 131Q: 3 clusters Score -2.687679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -26876802.000000 Penalty: 6045.318848
	Iteration 132Q: 3 clusters Score -2.68768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -26876802.000000 Penalty: 6045.318848
	Iteration 133F: 3 clusters Score -2.68768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -215354.031250 Penalty: 1862.450928
	Iteration 0F: 2 clusters Score -215354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -213038.156250 Penalty: 3724.901855
	Iteration 0F: 3 clusters Score -213038.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -214150.609375 Penalty: 3724.901855
	Iteration 1F: 3 clusters Score -214150.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -216230.718750 Penalty: 3724.901855
	Iteration 2F: 3 clusters Score -216230.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -218804.453125 Penalty: 3724.901855
	Iteration 3F: 3 clusters Score -218804.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -219684.593750 Penalty: 3724.901855
	Iteration 4F: 3 clusters Score -219684.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -220195.500000 Penalty: 3724.901855
	Iteration 5Q: 3 clusters Score -220195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -220295.468750 Penalty: 3724.901855
	Iteration 6Q: 3 clusters Score -220295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -220296.859375 Penalty: 3724.901855
	Iteration 7Q: 3 clusters Score -220296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -220297.625000 Penalty: 3724.901855
	Iteration 8Q: 3 clusters Score -220297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -220297.625000 Penalty: 3724.901855
	Iteration 9F: 3 clusters Score -220297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 97482 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 1342 members 
Entering Unmasked Estep 
Score: -134071320.000000 Penalty: 82291.203125
Splitting cluster 19 changes total score from -134061232.000000 to -134071320.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1465471.875000 Penalty: 2323.291992
	Iteration 0F: 2 clusters Score -1465472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1456772.500000 Penalty: 4646.583984
	Iteration 0F: 3 clusters Score -1456772 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1459527.375000 Penalty: 4646.583984
	Iteration 1F: 3 clusters Score -1459527 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1459958.750000 Penalty: 4646.583984
	Iteration 2F: 3 clusters Score -1459959 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1460357.750000 Penalty: 4646.583984
	Iteration 3F: 3 clusters Score -1460358 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1460812.750000 Penalty: 4646.583984
	Iteration 4F: 3 clusters Score -1460813 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1461290.750000 Penalty: 4646.583984
	Iteration 5F: 3 clusters Score -1461291 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1461692.375000 Penalty: 4646.583984
	Iteration 6F: 3 clusters Score -1461692 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1462035.250000 Penalty: 4646.583984
	Iteration 7Q: 3 clusters Score -1462035 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1462314.500000 Penalty: 4646.583984
	Iteration 8Q: 3 clusters Score -1462314 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1462541.375000 Penalty: 4646.583984
	Iteration 9Q: 3 clusters Score -1462541 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1462710.250000 Penalty: 4646.583984
	Iteration 10Q: 3 clusters Score -1462710 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1462853.875000 Penalty: 4646.583984
	Iteration 11Q: 3 clusters Score -1462854 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1462957.125000 Penalty: 4646.583984
	Iteration 12Q: 3 clusters Score -1462957 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1463050.625000 Penalty: 4646.583984
	Iteration 13Q: 3 clusters Score -1463051 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1463131.375000 Penalty: 4646.583984
	Iteration 14Q: 3 clusters Score -1463131 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1463200.125000 Penalty: 4646.583984
	Iteration 15Q: 3 clusters Score -1463200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1463240.750000 Penalty: 4646.583984
	Iteration 16Q: 3 clusters Score -1463241 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1463267.375000 Penalty: 4646.583984
	Iteration 17Q: 3 clusters Score -1463267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1463283.500000 Penalty: 4646.583984
	Iteration 18Q: 3 clusters Score -1463284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1463296.000000 Penalty: 4646.583984
	Iteration 19Q: 3 clusters Score -1463296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1463302.125000 Penalty: 4646.583984
	Iteration 20F: 3 clusters Score -1463302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1463309.750000 Penalty: 4646.583984
	Iteration 21Q: 3 clusters Score -1463310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1463317.250000 Penalty: 4646.583984
	Iteration 22Q: 3 clusters Score -1463317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1463323.625000 Penalty: 4646.583984
	Iteration 23Q: 3 clusters Score -1463324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1463326.250000 Penalty: 4646.583984
	Iteration 24Q: 3 clusters Score -1463326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1463333.250000 Penalty: 4646.583984
	Iteration 25Q: 3 clusters Score -1463333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1463338.750000 Penalty: 4646.583984
	Iteration 26Q: 3 clusters Score -1463339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1463342.750000 Penalty: 4646.583984
	Iteration 27Q: 3 clusters Score -1463343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1463354.250000 Penalty: 4646.583984
	Iteration 28Q: 3 clusters Score -1463354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1463355.500000 Penalty: 4646.583984
	Iteration 29Q: 3 clusters Score -1463356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1463358.500000 Penalty: 4646.583984
	Iteration 30Q: 3 clusters Score -1463358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1463362.250000 Penalty: 4646.583984
	Iteration 31Q: 3 clusters Score -1463362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1463363.500000 Penalty: 4646.583984
	Iteration 32Q: 3 clusters Score -1463364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1463365.125000 Penalty: 4646.583984
	Iteration 33Q: 3 clusters Score -1463365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1463367.375000 Penalty: 4646.583984
	Iteration 34Q: 3 clusters Score -1463367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1463369.875000 Penalty: 4646.583984
	Iteration 35Q: 3 clusters Score -1463370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1463372.375000 Penalty: 4646.583984
	Iteration 36Q: 3 clusters Score -1463372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1463374.750000 Penalty: 4646.583984
	Iteration 37Q: 3 clusters Score -1463375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1463374.000000 Penalty: 4646.583984
	Iteration 38Q: 3 clusters Score -1463374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1463374.375000 Penalty: 4646.583984
	Iteration 39Q: 3 clusters Score -1463374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1463374.375000 Penalty: 4646.583984
	Iteration 40F: 3 clusters Score -1463374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 97482 members 
Mstep: Class 14 contains 154316 members 
Mstep: Class 15 contains 143161 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 196446 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 11709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075232.000000 Penalty: 82291.203125
Iteration 39Q: 25 clusters Score -1.340752e+08 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 113988 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 11421 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 18409 members 
Mstep: Class 12 contains 113689 members 
Mstep: Class 13 contains 95902 members 
Mstep: Class 14 contains 152819 members 
Mstep: Class 15 contains 143128 members 
Mstep: Class 16 contains 347 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 197920 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 10580 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079392.000000 Penalty: 82291.203125
Iteration 40F: 25 clusters Score -1.340794e+08 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 12137 members 
Mstep: Class 3 contains 116164 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 1658 members 
Mstep: Class 6 contains 11406 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 18265 members 
Mstep: Class 12 contains 112720 members 
Mstep: Class 13 contains 94923 members 
Mstep: Class 14 contains 150844 members 
Mstep: Class 15 contains 142792 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 198944 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 10883 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134081616.000000 Penalty: 82291.203125
Iteration 41Q: 25 clusters Score -1.340816e+08 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 117981 members 
Mstep: Class 4 contains 29148 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 3281 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 112064 members 
Mstep: Class 13 contains 94262 members 
Mstep: Class 14 contains 148882 members 
Mstep: Class 15 contains 142528 members 
Mstep: Class 16 contains 333 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 199568 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 14002 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 25 clusters Score -1.34083e+08 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 119362 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 9 contains 5771 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18120 members 
Mstep: Class 12 contains 111891 members 
Mstep: Class 13 contains 93857 members 
Mstep: Class 14 contains 146950 members 
Mstep: Class 15 contains 142209 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 199933 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 14947 members 
Mstep: Class 21 contains 11419 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134083960.000000 Penalty: 82291.203125
Iteration 43Q: 25 clusters Score -1.34084e+08 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 10904 members 
Mstep: Class 3 contains 120455 members 
Mstep: Class 4 contains 29676 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18078 members 
Mstep: Class 12 contains 112016 members 
Mstep: Class 13 contains 93569 members 
Mstep: Class 14 contains 145031 members 
Mstep: Class 15 contains 141901 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 200112 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 15896 members 
Mstep: Class 21 contains 11674 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134085296.000000 Penalty: 82291.203125
Iteration 44Q: 25 clusters Score -1.340853e+08 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 121251 members 
Mstep: Class 4 contains 29885 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 112420 members 
Mstep: Class 13 contains 93392 members 
Mstep: Class 14 contains 143008 members 
Mstep: Class 15 contains 141509 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 200177 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 16864 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087352.000000 Penalty: 82291.203125
Iteration 45Q: 25 clusters Score -1.340874e+08 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 121874 members 
Mstep: Class 4 contains 30068 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 7098 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18032 members 
Mstep: Class 12 contains 113077 members 
Mstep: Class 13 contains 93269 members 
Mstep: Class 14 contains 140985 members 
Mstep: Class 15 contains 140866 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 200199 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 17908 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089488.000000 Penalty: 82291.203125
Iteration 46Q: 25 clusters Score -1.340895e+08 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 122293 members 
Mstep: Class 4 contains 30220 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 4556 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 113927 members 
Mstep: Class 13 contains 93144 members 
Mstep: Class 14 contains 139182 members 
Mstep: Class 15 contains 140115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 200111 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 12438 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091080.000000 Penalty: 82291.203125
Iteration 47Q: 25 clusters Score -1.340911e+08 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 122539 members 
Mstep: Class 4 contains 30356 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 115027 members 
Mstep: Class 13 contains 93032 members 
Mstep: Class 14 contains 137589 members 
Mstep: Class 15 contains 139215 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 199910 members 
Mstep: Class 19 contains 640 members 
Mstep: Class 20 contains 20202 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134093616.000000 Penalty: 82291.203125
Iteration 48Q: 25 clusters Score -1.340936e+08 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 122699 members 
Mstep: Class 4 contains 30478 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 11260 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 17992 members 
Mstep: Class 12 contains 116261 members 
Mstep: Class 13 contains 92950 members 
Mstep: Class 14 contains 136177 members 
Mstep: Class 15 contains 138070 members 
Mstep: Class 16 contains 321 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 199648 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134096192.000000 Penalty: 82291.203125
Iteration 49Q: 25 clusters Score -1.340962e+08 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 8765 members 
Mstep: Class 3 contains 122708 members 
Mstep: Class 4 contains 30585 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 11258 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 17971 members 
Mstep: Class 12 contains 117679 members 
Mstep: Class 13 contains 92960 members 
Mstep: Class 14 contains 134863 members 
Mstep: Class 15 contains 136733 members 
Mstep: Class 16 contains 311 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 199354 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 20 contains 22791 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134098704.000000 Penalty: 82291.203125
Iteration 50Q: 25 clusters Score -1.340987e+08 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 8449 members 
Mstep: Class 3 contains 122598 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 119265 members 
Mstep: Class 13 contains 92964 members 
Mstep: Class 14 contains 133697 members 
Mstep: Class 15 contains 135287 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 198960 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 24143 members 
Mstep: Class 21 contains 13363 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134101544.000000 Penalty: 82291.203125
Iteration 51Q: 25 clusters Score -1.341015e+08 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 122396 members 
Mstep: Class 4 contains 30738 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 7314 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 17898 members 
Mstep: Class 12 contains 121049 members 
Mstep: Class 13 contains 92939 members 
Mstep: Class 14 contains 132529 members 
Mstep: Class 15 contains 133753 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 198525 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 25567 members 
Mstep: Class 21 contains 13586 members 
Mstep: Class 22 contains 1181 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134105320.000000 Penalty: 82291.203125
Iteration 52Q: 25 clusters Score -1.341053e+08 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 7906 members 
Mstep: Class 3 contains 122023 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 11229 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 17884 members 
Mstep: Class 12 contains 123085 members 
Mstep: Class 13 contains 92909 members 
Mstep: Class 14 contains 131343 members 
Mstep: Class 15 contains 132080 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 198059 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 27079 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 1180 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134107672.000000 Penalty: 82291.203125
Iteration 53Q: 25 clusters Score -1.341077e+08 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 121544 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 11220 members 
Mstep: Class 7 contains 7396 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17882 members 
Mstep: Class 12 contains 125103 members 
Mstep: Class 13 contains 92964 members 
Mstep: Class 14 contains 130056 members 
Mstep: Class 15 contains 130497 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 197654 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 28670 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134110704.000000 Penalty: 82291.203125
Iteration 54Q: 25 clusters Score -1.341107e+08 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 121007 members 
Mstep: Class 4 contains 30897 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 11205 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 5842 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17878 members 
Mstep: Class 12 contains 127115 members 
Mstep: Class 13 contains 92984 members 
Mstep: Class 14 contains 128618 members 
Mstep: Class 15 contains 129080 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 197305 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 30276 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 1179 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134112920.000000 Penalty: 82291.203125
Iteration 55Q: 25 clusters Score -1.341129e+08 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 7105 members 
Mstep: Class 3 contains 120423 members 
Mstep: Class 4 contains 30928 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 11194 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17883 members 
Mstep: Class 12 contains 129062 members 
Mstep: Class 13 contains 93010 members 
Mstep: Class 14 contains 127111 members 
Mstep: Class 15 contains 127844 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 196958 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 31895 members 
Mstep: Class 21 contains 14326 members 
Mstep: Class 22 contains 1180 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115488.000000 Penalty: 82291.203125
Iteration 56Q: 25 clusters Score -1.341155e+08 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 6863 members 
Mstep: Class 3 contains 119806 members 
Mstep: Class 4 contains 30955 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 11227 members 
Mstep: Class 7 contains 7484 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17884 members 
Mstep: Class 12 contains 130965 members 
Mstep: Class 13 contains 92991 members 
Mstep: Class 14 contains 125506 members 
Mstep: Class 15 contains 126796 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 196682 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 33481 members 
Mstep: Class 21 contains 14477 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134117808.000000 Penalty: 82291.203125
Iteration 57Q: 25 clusters Score -1.341178e+08 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 119224 members 
Mstep: Class 4 contains 30972 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 11258 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17885 members 
Mstep: Class 12 contains 132612 members 
Mstep: Class 13 contains 92967 members 
Mstep: Class 14 contains 123738 members 
Mstep: Class 15 contains 126205 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 196454 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 34952 members 
Mstep: Class 21 contains 14632 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134119272.000000 Penalty: 82291.203125
Iteration 58Q: 25 clusters Score -1.341193e+08 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 118644 members 
Mstep: Class 4 contains 30974 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 134035 members 
Mstep: Class 13 contains 92950 members 
Mstep: Class 14 contains 121969 members 
Mstep: Class 15 contains 125829 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 196278 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 36401 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134120240.000000 Penalty: 82291.203125
Iteration 59Q: 25 clusters Score -1.341202e+08 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 118085 members 
Mstep: Class 4 contains 30984 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 7527 members 
Mstep: Class 8 contains 6569 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17891 members 
Mstep: Class 12 contains 135242 members 
Mstep: Class 13 contains 92962 members 
Mstep: Class 14 contains 120271 members 
Mstep: Class 15 contains 125612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 196160 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 37745 members 
Mstep: Class 21 contains 14829 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134123184.000000 Penalty: 82291.203125
Iteration 60F: 25 clusters Score -1.341232e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 117610 members 
Mstep: Class 4 contains 30984 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 11404 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 5513 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17774 members 
Mstep: Class 12 contains 136131 members 
Mstep: Class 13 contains 92965 members 
Mstep: Class 14 contains 118094 members 
Mstep: Class 15 contains 125521 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 196116 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 38958 members 
Mstep: Class 21 contains 14903 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134124448.000000 Penalty: 82291.203125
Iteration 61Q: 25 clusters Score -1.341244e+08 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 117085 members 
Mstep: Class 4 contains 30951 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 8057 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17687 members 
Mstep: Class 12 contains 136833 members 
Mstep: Class 13 contains 92981 members 
Mstep: Class 14 contains 116048 members 
Mstep: Class 15 contains 125687 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 196128 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 40123 members 
Mstep: Class 21 contains 14966 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134126144.000000 Penalty: 82291.203125
Iteration 62Q: 25 clusters Score -1.341261e+08 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 116542 members 
Mstep: Class 4 contains 30928 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17649 members 
Mstep: Class 12 contains 137341 members 
Mstep: Class 13 contains 93024 members 
Mstep: Class 14 contains 114064 members 
Mstep: Class 15 contains 126026 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 196178 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 41243 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134128192.000000 Penalty: 82291.203125
Iteration 63Q: 25 clusters Score -1.341282e+08 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 116032 members 
Mstep: Class 4 contains 30912 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 11654 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 9204 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17638 members 
Mstep: Class 12 contains 137752 members 
Mstep: Class 13 contains 93123 members 
Mstep: Class 14 contains 112095 members 
Mstep: Class 15 contains 126540 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 196204 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 42299 members 
Mstep: Class 21 contains 15100 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134129192.000000 Penalty: 82291.203125
Iteration 64Q: 25 clusters Score -1.341292e+08 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 115587 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 11721 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 9621 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 138125 members 
Mstep: Class 13 contains 93181 members 
Mstep: Class 14 contains 110283 members 
Mstep: Class 15 contains 127105 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 196233 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 43283 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130168.000000 Penalty: 82291.203125
Iteration 65Q: 25 clusters Score -1.341302e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 115187 members 
Mstep: Class 4 contains 30859 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 9927 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17658 members 
Mstep: Class 12 contains 138459 members 
Mstep: Class 13 contains 93237 members 
Mstep: Class 14 contains 108637 members 
Mstep: Class 15 contains 127701 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 196221 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 44181 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130656.000000 Penalty: 82291.203125
Iteration 66Q: 25 clusters Score -1.341307e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 114867 members 
Mstep: Class 4 contains 30827 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 11854 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 10124 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 138755 members 
Mstep: Class 13 contains 93282 members 
Mstep: Class 14 contains 107080 members 
Mstep: Class 15 contains 128364 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 196205 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 45008 members 
Mstep: Class 21 contains 15165 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131432.000000 Penalty: 82291.203125
Iteration 67Q: 25 clusters Score -1.341314e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 114548 members 
Mstep: Class 4 contains 30813 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 10252 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17689 members 
Mstep: Class 12 contains 139024 members 
Mstep: Class 13 contains 93342 members 
Mstep: Class 14 contains 105703 members 
Mstep: Class 15 contains 128937 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 196190 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 45794 members 
Mstep: Class 21 contains 15179 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131592.000000 Penalty: 82291.203125
Iteration 68Q: 25 clusters Score -1.341316e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 114234 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 5042 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17694 members 
Mstep: Class 12 contains 139239 members 
Mstep: Class 13 contains 93426 members 
Mstep: Class 14 contains 104545 members 
Mstep: Class 15 contains 129465 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 196167 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 46519 members 
Mstep: Class 21 contains 15188 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134132088.000000 Penalty: 82291.203125
Iteration 69Q: 25 clusters Score -1.341321e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 113907 members 
Mstep: Class 4 contains 30779 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 12014 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17705 members 
Mstep: Class 12 contains 139424 members 
Mstep: Class 13 contains 93512 members 
Mstep: Class 14 contains 103549 members 
Mstep: Class 15 contains 129935 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 196157 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 47184 members 
Mstep: Class 21 contains 15200 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133112.000000 Penalty: 82291.203125
Iteration 70Q: 25 clusters Score -1.341331e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 113623 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17716 members 
Mstep: Class 12 contains 139590 members 
Mstep: Class 13 contains 93586 members 
Mstep: Class 14 contains 102709 members 
Mstep: Class 15 contains 130297 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 196123 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 47815 members 
Mstep: Class 21 contains 15210 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133312.000000 Penalty: 82291.203125
Iteration 71Q: 25 clusters Score -1.341333e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 113359 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 139721 members 
Mstep: Class 13 contains 93620 members 
Mstep: Class 14 contains 101958 members 
Mstep: Class 15 contains 130656 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 196068 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133376.000000 Penalty: 82291.203125
Iteration 72Q: 25 clusters Score -1.341334e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 113140 members 
Mstep: Class 4 contains 30734 members 
Mstep: Class 5 contains 2066 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 7697 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17739 members 
Mstep: Class 12 contains 139812 members 
Mstep: Class 13 contains 93639 members 
Mstep: Class 14 contains 101313 members 
Mstep: Class 15 contains 130937 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 196049 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 48923 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133208.000000 Penalty: 82291.203125
Iteration 73Q: 25 clusters Score -1.341332e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 112968 members 
Mstep: Class 4 contains 30709 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17739 members 
Mstep: Class 12 contains 139884 members 
Mstep: Class 13 contains 93674 members 
Mstep: Class 14 contains 100750 members 
Mstep: Class 15 contains 131147 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 196094 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 49363 members 
Mstep: Class 21 contains 15268 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133672.000000 Penalty: 82291.203125
Iteration 74Q: 25 clusters Score -1.341337e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 3 contains 112788 members 
Mstep: Class 4 contains 30696 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 12278 members 
Mstep: Class 7 contains 7715 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17742 members 
Mstep: Class 12 contains 140006 members 
Mstep: Class 13 contains 93718 members 
Mstep: Class 14 contains 100212 members 
Mstep: Class 15 contains 131293 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 196125 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 49773 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133632.000000 Penalty: 82291.203125
Iteration 75Q: 25 clusters Score -1.341336e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 112626 members 
Mstep: Class 4 contains 30683 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 12327 members 
Mstep: Class 7 contains 7722 members 
Mstep: Class 8 contains 10488 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17749 members 
Mstep: Class 12 contains 140098 members 
Mstep: Class 13 contains 93753 members 
Mstep: Class 14 contains 99754 members 
Mstep: Class 15 contains 131431 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 196164 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 50125 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133872.000000 Penalty: 82291.203125
Iteration 76Q: 25 clusters Score -1.341339e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 112487 members 
Mstep: Class 4 contains 30674 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 12373 members 
Mstep: Class 7 contains 7728 members 
Mstep: Class 8 contains 10494 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17747 members 
Mstep: Class 12 contains 140152 members 
Mstep: Class 13 contains 93791 members 
Mstep: Class 14 contains 99378 members 
Mstep: Class 15 contains 131562 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 196191 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 50438 members 
Mstep: Class 21 contains 15299 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134216.000000 Penalty: 82291.203125
Iteration 77Q: 25 clusters Score -1.341342e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 112356 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 10496 members 
Mstep: Class 9 contains 4705 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17748 members 
Mstep: Class 12 contains 140229 members 
Mstep: Class 13 contains 93818 members 
Mstep: Class 14 contains 99047 members 
Mstep: Class 15 contains 131664 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 196201 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 50723 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134296.000000 Penalty: 82291.203125
Iteration 78Q: 25 clusters Score -1.341343e+08 nChanged 977
Entering ConstructFrom: 
Score: -134134296.000000 Penalty: 82291.203125
Entering ConstructFrom: 
Trying to split cluster 1 (73420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Entering Unmasked Estep 
Score: -9823752.000000 Penalty: 2778.580078
	Iteration 0F: 2 clusters Score -9823752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -9774414.000000 Penalty: 5557.160156
	Iteration 0F: 3 clusters Score -9774414 nChanged 34511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -9793924.000000 Penalty: 5557.160156
	Iteration 1F: 3 clusters Score -9793924 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -9794637.000000 Penalty: 5557.160156
	Iteration 2Q: 3 clusters Score -9794637 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -9795352.000000 Penalty: 5557.160156
	Iteration 3Q: 3 clusters Score -9795352 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -9796356.000000 Penalty: 5557.160156
	Iteration 4Q: 3 clusters Score -9796356 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -9797635.000000 Penalty: 5557.160156
	Iteration 5Q: 3 clusters Score -9797635 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -9799445.000000 Penalty: 5557.160156
	Iteration 6Q: 3 clusters Score -9799445 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9802060.000000 Penalty: 5557.160156
	Iteration 7F: 3 clusters Score -9802060 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -9805470.000000 Penalty: 5557.160156
	Iteration 8F: 3 clusters Score -9805470 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -9809462.000000 Penalty: 5557.160156
	Iteration 9F: 3 clusters Score -9809462 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -9813436.000000 Penalty: 5557.160156
	Iteration 10F: 3 clusters Score -9813436 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -9816746.000000 Penalty: 5557.160156
	Iteration 11F: 3 clusters Score -9816746 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9818977.000000 Penalty: 5557.160156
	Iteration 12Q: 3 clusters Score -9818977 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9820154.000000 Penalty: 5557.160156
	Iteration 13Q: 3 clusters Score -9820154 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9820695.000000 Penalty: 5557.160156
	Iteration 14Q: 3 clusters Score -9820695 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9820912.000000 Penalty: 5557.160156
	Iteration 15Q: 3 clusters Score -9820912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9821073.000000 Penalty: 5557.160156
	Iteration 16Q: 3 clusters Score -9821073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9821173.000000 Penalty: 5557.160156
	Iteration 17Q: 3 clusters Score -9821173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9821225.000000 Penalty: 5557.160156
	Iteration 18Q: 3 clusters Score -9821225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9821251.000000 Penalty: 5557.160156
	Iteration 19Q: 3 clusters Score -9821251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9821272.000000 Penalty: 5557.160156
	Iteration 20F: 3 clusters Score -9821272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9821289.000000 Penalty: 5557.160156
	Iteration 21Q: 3 clusters Score -9821289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9821311.000000 Penalty: 5557.160156
	Iteration 22Q: 3 clusters Score -9821311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9821323.000000 Penalty: 5557.160156
	Iteration 23Q: 3 clusters Score -9821323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9821342.000000 Penalty: 5557.160156
	Iteration 24Q: 3 clusters Score -9821342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9821365.000000 Penalty: 5557.160156
	Iteration 25Q: 3 clusters Score -9821365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9821354.000000 Penalty: 5557.160156
	Iteration 26Q: 3 clusters Score -9821354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9821374.000000 Penalty: 5557.160156
	Iteration 27Q: 3 clusters Score -9821374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9821381.000000 Penalty: 5557.160156
	Iteration 28Q: 3 clusters Score -9821381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9821385.000000 Penalty: 5557.160156
	Iteration 29Q: 3 clusters Score -9821385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9821391.000000 Penalty: 5557.160156
	Iteration 30Q: 3 clusters Score -9821391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9821391.000000 Penalty: 5557.160156
	Iteration 31F: 3 clusters Score -9821391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -548595.125000 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -548595.1 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 1850 members 
Entering Unmasked Estep 
Score: -544774.875000 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -544774.9 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -545582.500000 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -545582.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -545734.250000 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -545734.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -545813.562500 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -545813.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -545863.375000 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -545863.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -545890.437500 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -545890.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -545913.062500 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -545913.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -545925.875000 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -545925.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -545941.187500 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -545941.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -545955.812500 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -545955.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -545970.312500 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -545970.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -545984.687500 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -545984.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -545998.500000 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -545998.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -546009.812500 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -546009.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -546018.437500 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -546018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -546025.812500 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -546025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -546036.250000 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -546036.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -546042.750000 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -546042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -546048.625000 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -546048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -546056.812500 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -546056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -546061.062500 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -546061.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -546070.625000 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -546070.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -546078.812500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -546078.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -546086.000000 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -546086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -546093.750000 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -546093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546101.312500 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -546101.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -546111.750000 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -546111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -546122.187500 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -546122.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -546132.312500 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -546132.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -546140.375000 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -546140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -546149.875000 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -546149.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -546161.125000 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -546161.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -546168.312500 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -546168.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -546180.062500 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -546180.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -546195.875000 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -546195.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -546215.625000 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -546215.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -546237.250000 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -546237.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -546257.500000 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -546257.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -546273.000000 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -546273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -546287.937500 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -546287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -546298.562500 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -546298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -546308.562500 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -546308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -546325.687500 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -546325.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -546339.375000 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -546339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -546352.500000 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -546352.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -546364.125000 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -546364.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -546382.000000 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -546382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -546398.687500 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -546398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -546410.812500 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -546410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -546421.937500 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -546421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -546434.937500 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -546434.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -546448.750000 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -546448.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -546464.312500 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -546464.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -546478.125000 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -546478.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -546492.312500 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -546492.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -546506.750000 Penalty: 4090.751221
	Iteration 55Q: 3 clusters Score -546506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -546519.562500 Penalty: 4090.751221
	Iteration 56Q: 3 clusters Score -546519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -546529.937500 Penalty: 4090.751221
	Iteration 57Q: 3 clusters Score -546529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -546539.187500 Penalty: 4090.751221
	Iteration 58Q: 3 clusters Score -546539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -546547.250000 Penalty: 4090.751221
	Iteration 59Q: 3 clusters Score -546547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -546554.062500 Penalty: 4090.751221
	Iteration 60F: 3 clusters Score -546554.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -546565.812500 Penalty: 4090.751221
	Iteration 61Q: 3 clusters Score -546565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -546574.125000 Penalty: 4090.751221
	Iteration 62Q: 3 clusters Score -546574.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -546584.937500 Penalty: 4090.751221
	Iteration 63Q: 3 clusters Score -546584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -546595.562500 Penalty: 4090.751221
	Iteration 64Q: 3 clusters Score -546595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -546603.312500 Penalty: 4090.751221
	Iteration 65Q: 3 clusters Score -546603.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -546615.562500 Penalty: 4090.751221
	Iteration 66Q: 3 clusters Score -546615.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -546626.625000 Penalty: 4090.751221
	Iteration 67Q: 3 clusters Score -546626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -546633.875000 Penalty: 4090.751221
	Iteration 68Q: 3 clusters Score -546633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -546638.937500 Penalty: 4090.751221
	Iteration 69Q: 3 clusters Score -546638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -546645.125000 Penalty: 4090.751221
	Iteration 70Q: 3 clusters Score -546645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -546651.625000 Penalty: 4090.751221
	Iteration 71Q: 3 clusters Score -546651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -546656.312500 Penalty: 4090.751221
	Iteration 72Q: 3 clusters Score -546656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -546658.187500 Penalty: 4090.751221
	Iteration 73Q: 3 clusters Score -546658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -546659.375000 Penalty: 4090.751221
	Iteration 74Q: 3 clusters Score -546659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -546660.375000 Penalty: 4090.751221
	Iteration 75Q: 3 clusters Score -546660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -546660.187500 Penalty: 4090.751221
	Iteration 76Q: 3 clusters Score -546660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -546665.000000 Penalty: 4090.751221
	Iteration 77Q: 3 clusters Score -546665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -546667.875000 Penalty: 4090.751221
	Iteration 78Q: 3 clusters Score -546667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -546673.750000 Penalty: 4090.751221
	Iteration 79Q: 3 clusters Score -546673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -546675.062500 Penalty: 4090.751221
	Iteration 80F: 3 clusters Score -546675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -546676.375000 Penalty: 4090.751221
	Iteration 81Q: 3 clusters Score -546676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -546677.812500 Penalty: 4090.751221
	Iteration 82Q: 3 clusters Score -546677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -546680.375000 Penalty: 4090.751221
	Iteration 83Q: 3 clusters Score -546680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -546682.000000 Penalty: 4090.751221
	Iteration 84Q: 3 clusters Score -546682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -546682.750000 Penalty: 4090.751221
	Iteration 85Q: 3 clusters Score -546682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -546684.875000 Penalty: 4090.751221
	Iteration 86Q: 3 clusters Score -546684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -546685.312500 Penalty: 4090.751221
	Iteration 87Q: 3 clusters Score -546685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -546685.312500 Penalty: 4090.751221
	Iteration 88F: 3 clusters Score -546685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Entering Unmasked Estep 
Score: -15161635.000000 Penalty: 2883.875000
	Iteration 0F: 2 clusters Score -1.516164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -15086763.000000 Penalty: 5767.750000
	Iteration 0F: 3 clusters Score -1.508676e+07 nChanged 53310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -15117265.000000 Penalty: 5767.750000
	Iteration 1F: 3 clusters Score -1.511726e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -15118028.000000 Penalty: 5767.750000
	Iteration 2Q: 3 clusters Score -1.511803e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -15118996.000000 Penalty: 5767.750000
	Iteration 3Q: 3 clusters Score -1.5119e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -15120051.000000 Penalty: 5767.750000
	Iteration 4Q: 3 clusters Score -1.512005e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -15121706.000000 Penalty: 5767.750000
	Iteration 5Q: 3 clusters Score -1.512171e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -15124355.000000 Penalty: 5767.750000
	Iteration 6Q: 3 clusters Score -1.512436e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -15128468.000000 Penalty: 5767.750000
	Iteration 7F: 3 clusters Score -1.512847e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -15134338.000000 Penalty: 5767.750000
	Iteration 8F: 3 clusters Score -1.513434e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -15141049.000000 Penalty: 5767.750000
	Iteration 9F: 3 clusters Score -1.514105e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -15147874.000000 Penalty: 5767.750000
	Iteration 10F: 3 clusters Score -1.514787e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -15152900.000000 Penalty: 5767.750000
	Iteration 11F: 3 clusters Score -1.51529e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 108083 members 
Entering Unmasked Estep 
Score: -15156022.000000 Penalty: 5767.750000
	Iteration 12Q: 3 clusters Score -1.515602e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -15157660.000000 Penalty: 5767.750000
	Iteration 13Q: 3 clusters Score -1.515766e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -15158357.000000 Penalty: 5767.750000
	Iteration 14Q: 3 clusters Score -1.515836e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 111345 members 
Entering Unmasked Estep 
Score: -15158671.000000 Penalty: 5767.750000
	Iteration 15Q: 3 clusters Score -1.515867e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -15158818.000000 Penalty: 5767.750000
	Iteration 16Q: 3 clusters Score -1.515882e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -15158944.000000 Penalty: 5767.750000
	Iteration 17Q: 3 clusters Score -1.515894e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -15159026.000000 Penalty: 5767.750000
	Iteration 18Q: 3 clusters Score -1.515903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -15159038.000000 Penalty: 5767.750000
	Iteration 19Q: 3 clusters Score -1.515904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -15159058.000000 Penalty: 5767.750000
	Iteration 20F: 3 clusters Score -1.515906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -15159100.000000 Penalty: 5767.750000
	Iteration 21Q: 3 clusters Score -1.51591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -15159103.000000 Penalty: 5767.750000
	Iteration 22Q: 3 clusters Score -1.51591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -15159117.000000 Penalty: 5767.750000
	Iteration 23Q: 3 clusters Score -1.515912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -15159148.000000 Penalty: 5767.750000
	Iteration 24Q: 3 clusters Score -1.515915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -15159147.000000 Penalty: 5767.750000
	Iteration 25Q: 3 clusters Score -1.515915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111791 members 
Entering Unmasked Estep 
Score: -15159154.000000 Penalty: 5767.750000
	Iteration 26Q: 3 clusters Score -1.515915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -15159164.000000 Penalty: 5767.750000
	Iteration 27Q: 3 clusters Score -1.515916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -15159161.000000 Penalty: 5767.750000
	Iteration 28Q: 3 clusters Score -1.515916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -15159167.000000 Penalty: 5767.750000
	Iteration 29Q: 3 clusters Score -1.515917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -15159172.000000 Penalty: 5767.750000
	Iteration 30Q: 3 clusters Score -1.515917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -15159182.000000 Penalty: 5767.750000
	Iteration 31Q: 3 clusters Score -1.515918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -15159183.000000 Penalty: 5767.750000
	Iteration 32Q: 3 clusters Score -1.515918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -15159185.000000 Penalty: 5767.750000
	Iteration 33Q: 3 clusters Score -1.515918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -15159182.000000 Penalty: 5767.750000
	Iteration 34Q: 3 clusters Score -1.515918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -15159187.000000 Penalty: 5767.750000
	Iteration 35Q: 3 clusters Score -1.515919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -15159186.000000 Penalty: 5767.750000
	Iteration 36Q: 3 clusters Score -1.515919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 111803 members 
Entering Unmasked Estep 
Score: -15159190.000000 Penalty: 5767.750000
	Iteration 37Q: 3 clusters Score -1.515919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -15159191.000000 Penalty: 5767.750000
	Iteration 38Q: 3 clusters Score -1.515919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -15159184.000000 Penalty: 5767.750000
	Iteration 39Q: 3 clusters Score -1.515918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 111807 members 
Entering Unmasked Estep 
Score: -15159195.000000 Penalty: 5767.750000
	Iteration 40F: 3 clusters Score -1.51592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Entering Unmasked Estep 
Score: -4105070.000000 Penalty: 2561.968750
	Iteration 0F: 2 clusters Score -4105070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4084005.000000 Penalty: 5123.937500
	Iteration 0F: 3 clusters Score -4084005 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4092118.500000 Penalty: 5123.937500
	Iteration 1F: 3 clusters Score -4092118 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4093669.250000 Penalty: 5123.937500
	Iteration 2F: 3 clusters Score -4093669 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4095680.250000 Penalty: 5123.937500
	Iteration 3F: 3 clusters Score -4095680 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4097863.250000 Penalty: 5123.937500
	Iteration 4F: 3 clusters Score -4097863 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4099761.750000 Penalty: 5123.937500
	Iteration 5F: 3 clusters Score -4099762 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4101202.750000 Penalty: 5123.937500
	Iteration 6F: 3 clusters Score -4101203 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4102108.750000 Penalty: 5123.937500
	Iteration 7F: 3 clusters Score -4102109 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4102657.500000 Penalty: 5123.937500
	Iteration 8Q: 3 clusters Score -4102658 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4103039.750000 Penalty: 5123.937500
	Iteration 9Q: 3 clusters Score -4103040 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4103324.750000 Penalty: 5123.937500
	Iteration 10Q: 3 clusters Score -4103325 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4103547.250000 Penalty: 5123.937500
	Iteration 11Q: 3 clusters Score -4103547 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4103706.000000 Penalty: 5123.937500
	Iteration 12Q: 3 clusters Score -4103706 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4103846.250000 Penalty: 5123.937500
	Iteration 13Q: 3 clusters Score -4103846 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4104001.750000 Penalty: 5123.937500
	Iteration 14Q: 3 clusters Score -4104002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4104116.750000 Penalty: 5123.937500
	Iteration 15Q: 3 clusters Score -4104117 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4104232.750000 Penalty: 5123.937500
	Iteration 16Q: 3 clusters Score -4104233 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4104352.750000 Penalty: 5123.937500
	Iteration 17Q: 3 clusters Score -4104353 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4104450.750000 Penalty: 5123.937500
	Iteration 18Q: 3 clusters Score -4104451 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4104565.250000 Penalty: 5123.937500
	Iteration 19Q: 3 clusters Score -4104565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4104681.500000 Penalty: 5123.937500
	Iteration 20F: 3 clusters Score -4104682 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4104781.750000 Penalty: 5123.937500
	Iteration 21Q: 3 clusters Score -4104782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4104857.000000 Penalty: 5123.937500
	Iteration 22Q: 3 clusters Score -4104857 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4104943.250000 Penalty: 5123.937500
	Iteration 23Q: 3 clusters Score -4104943 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4105021.500000 Penalty: 5123.937500
	Iteration 24Q: 3 clusters Score -4105022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4105140.750000 Penalty: 5123.937500
	Iteration 25Q: 3 clusters Score -4105141 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4105308.500000 Penalty: 5123.937500
	Iteration 26Q: 3 clusters Score -4105308 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4105563.500000 Penalty: 5123.937500
	Iteration 27Q: 3 clusters Score -4105564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4105696.250000 Penalty: 5123.937500
	Iteration 28Q: 3 clusters Score -4105696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4105737.750000 Penalty: 5123.937500
	Iteration 29Q: 3 clusters Score -4105738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4105755.750000 Penalty: 5123.937500
	Iteration 30Q: 3 clusters Score -4105756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4105762.750000 Penalty: 5123.937500
	Iteration 31Q: 3 clusters Score -4105763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4105762.750000 Penalty: 5123.937500
	Iteration 32Q: 3 clusters Score -4105763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4105769.000000 Penalty: 5123.937500
	Iteration 33Q: 3 clusters Score -4105769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4105765.000000 Penalty: 5123.937500
	Iteration 34Q: 3 clusters Score -4105765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4105765.500000 Penalty: 5123.937500
	Iteration 35Q: 3 clusters Score -4105766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4105769.250000 Penalty: 5123.937500
	Iteration 36Q: 3 clusters Score -4105769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4105765.000000 Penalty: 5123.937500
	Iteration 37Q: 3 clusters Score -4105765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4105774.250000 Penalty: 5123.937500
	Iteration 38Q: 3 clusters Score -4105774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4105769.250000 Penalty: 5123.937500
	Iteration 39Q: 3 clusters Score -4105769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4105769.750000 Penalty: 5123.937500
	Iteration 40F: 3 clusters Score -4105770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4105770.250000 Penalty: 5123.937500
	Iteration 41Q: 3 clusters Score -4105770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4105771.500000 Penalty: 5123.937500
	Iteration 42Q: 3 clusters Score -4105772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4105768.000000 Penalty: 5123.937500
	Iteration 43Q: 3 clusters Score -4105768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4105765.250000 Penalty: 5123.937500
	Iteration 44Q: 3 clusters Score -4105765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4105768.000000 Penalty: 5123.937500
	Iteration 45Q: 3 clusters Score -4105768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4105769.750000 Penalty: 5123.937500
	Iteration 46Q: 3 clusters Score -4105770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4105762.500000 Penalty: 5123.937500
	Iteration 47Q: 3 clusters Score -4105762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4105761.500000 Penalty: 5123.937500
	Iteration 48Q: 3 clusters Score -4105762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4105761.250000 Penalty: 5123.937500
	Iteration 49Q: 3 clusters Score -4105761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4105760.500000 Penalty: 5123.937500
	Iteration 50Q: 3 clusters Score -4105760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4105760.500000 Penalty: 5123.937500
	Iteration 51F: 3 clusters Score -4105760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 28776 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 8 contains 10493 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 1878 members 
Entering Unmasked Estep 
Score: -134133952.000000 Penalty: 85720.000000
Splitting cluster 4 changes total score from -134134296.000000 to -134133952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -246100.984375 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -246101 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 1031 members 
Entering Unmasked Estep 
Score: -243481.265625 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -243481.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244002.031250 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -244002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244174.078125 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -244174.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -244310.312500 Penalty: 3781.083984
	Iteration 3F: 3 clusters Score -244310.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244451.437500 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -244451.4 nChanged 82
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: -244572.609375 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -244572.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244715.750000 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -244715.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244831.250000 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -244831.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -244930.906250 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -244930.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245027.140625 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -245027.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -245151.359375 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -245151.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245220.734375 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -245220.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -245256.312500 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -245256.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -245282.703125 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -245282.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -245307.203125 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -245307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -245324.468750 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -245324.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -245344.609375 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -245344.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -245365.406250 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -245365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -245389.234375 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -245389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -245401.093750 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -245401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245408.609375 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -245408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -245434.265625 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -245434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -245449.562500 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -245449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -245457.359375 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -245457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245460.500000 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -245460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -245461.562500 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -245461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245461.484375 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -245461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245461.484375 Penalty: 3781.083984
	Iteration 27F: 3 clusters Score -245461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Entering Unmasked Estep 
Score: -1725230.875000 Penalty: 2338.729004
	Iteration 0F: 2 clusters Score -1725231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1715897.250000 Penalty: 4677.458008
	Iteration 0F: 3 clusters Score -1715897 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1718809.375000 Penalty: 4677.458008
	Iteration 1F: 3 clusters Score -1718809 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1719142.875000 Penalty: 4677.458008
	Iteration 2F: 3 clusters Score -1719143 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1719411.375000 Penalty: 4677.458008
	Iteration 3F: 3 clusters Score -1719411 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1719676.250000 Penalty: 4677.458008
	Iteration 4Q: 3 clusters Score -1719676 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1719970.875000 Penalty: 4677.458008
	Iteration 5Q: 3 clusters Score -1719971 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1720339.375000 Penalty: 4677.458008
	Iteration 6Q: 3 clusters Score -1720339 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1720808.000000 Penalty: 4677.458008
	Iteration 7F: 3 clusters Score -1720808 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1721387.625000 Penalty: 4677.458008
	Iteration 8F: 3 clusters Score -1721388 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1722052.875000 Penalty: 4677.458008
	Iteration 9F: 3 clusters Score -1722053 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1722615.625000 Penalty: 4677.458008
	Iteration 10Q: 3 clusters Score -1722616 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1723010.250000 Penalty: 4677.458008
	Iteration 11Q: 3 clusters Score -1723010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1723279.875000 Penalty: 4677.458008
	Iteration 12Q: 3 clusters Score -1723280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1723426.875000 Penalty: 4677.458008
	Iteration 13Q: 3 clusters Score -1723427 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1723522.625000 Penalty: 4677.458008
	Iteration 14Q: 3 clusters Score -1723523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1723585.125000 Penalty: 4677.458008
	Iteration 15Q: 3 clusters Score -1723585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1723633.000000 Penalty: 4677.458008
	Iteration 16Q: 3 clusters Score -1723633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1723668.750000 Penalty: 4677.458008
	Iteration 17Q: 3 clusters Score -1723669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1723680.125000 Penalty: 4677.458008
	Iteration 18Q: 3 clusters Score -1723680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1723694.875000 Penalty: 4677.458008
	Iteration 19Q: 3 clusters Score -1723695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1723722.250000 Penalty: 4677.458008
	Iteration 20F: 3 clusters Score -1723722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1723730.875000 Penalty: 4677.458008
	Iteration 21Q: 3 clusters Score -1723731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1723735.875000 Penalty: 4677.458008
	Iteration 22Q: 3 clusters Score -1723736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1723738.500000 Penalty: 4677.458008
	Iteration 23Q: 3 clusters Score -1723738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1723739.250000 Penalty: 4677.458008
	Iteration 24Q: 3 clusters Score -1723739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1723738.750000 Penalty: 4677.458008
	Iteration 25Q: 3 clusters Score -1723739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1723739.500000 Penalty: 4677.458008
	Iteration 26Q: 3 clusters Score -1723740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1723739.500000 Penalty: 4677.458008
	Iteration 27F: 3 clusters Score -1723740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Entering Unmasked Estep 
Score: -1024827.125000 Penalty: 2220.438721
	Iteration 0F: 2 clusters Score -1024827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1018594.812500 Penalty: 4440.877441
	Iteration 0F: 3 clusters Score -1018595 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1021097.625000 Penalty: 4440.877441
	Iteration 1F: 3 clusters Score -1021098 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1023237.687500 Penalty: 4440.877441
	Iteration 2F: 3 clusters Score -1023238 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1024593.625000 Penalty: 4440.877441
	Iteration 3F: 3 clusters Score -1024594 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1025170.687500 Penalty: 4440.877441
	Iteration 4F: 3 clusters Score -1025171 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1025405.437500 Penalty: 4440.877441
	Iteration 5Q: 3 clusters Score -1025405 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1025578.875000 Penalty: 4440.877441
	Iteration 6Q: 3 clusters Score -1025579 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1025715.875000 Penalty: 4440.877441
	Iteration 7Q: 3 clusters Score -1025716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1025816.125000 Penalty: 4440.877441
	Iteration 8Q: 3 clusters Score -1025816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1025896.625000 Penalty: 4440.877441
	Iteration 9Q: 3 clusters Score -1025897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1025968.250000 Penalty: 4440.877441
	Iteration 10Q: 3 clusters Score -1025968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1026026.687500 Penalty: 4440.877441
	Iteration 11Q: 3 clusters Score -1026027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1026053.437500 Penalty: 4440.877441
	Iteration 12Q: 3 clusters Score -1026053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1026074.375000 Penalty: 4440.877441
	Iteration 13Q: 3 clusters Score -1026074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1026086.125000 Penalty: 4440.877441
	Iteration 14Q: 3 clusters Score -1026086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1026100.250000 Penalty: 4440.877441
	Iteration 15Q: 3 clusters Score -1026100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1026109.250000 Penalty: 4440.877441
	Iteration 16Q: 3 clusters Score -1026109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1026116.625000 Penalty: 4440.877441
	Iteration 17Q: 3 clusters Score -1026117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1026119.875000 Penalty: 4440.877441
	Iteration 18Q: 3 clusters Score -1026120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1026125.125000 Penalty: 4440.877441
	Iteration 19Q: 3 clusters Score -1026125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1026127.312500 Penalty: 4440.877441
	Iteration 20F: 3 clusters Score -1026127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1026129.062500 Penalty: 4440.877441
	Iteration 21Q: 3 clusters Score -1026129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1026128.375000 Penalty: 4440.877441
	Iteration 22Q: 3 clusters Score -1026128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1026132.000000 Penalty: 4440.877441
	Iteration 23Q: 3 clusters Score -1026132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1026133.187500 Penalty: 4440.877441
	Iteration 24Q: 3 clusters Score -1026133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1026133.750000 Penalty: 4440.877441
	Iteration 25Q: 3 clusters Score -1026134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1026133.562500 Penalty: 4440.877441
	Iteration 26Q: 3 clusters Score -1026134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1026133.875000 Penalty: 4440.877441
	Iteration 27Q: 3 clusters Score -1026134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1026136.187500 Penalty: 4440.877441
	Iteration 28Q: 3 clusters Score -1026136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1026139.187500 Penalty: 4440.877441
	Iteration 29Q: 3 clusters Score -1026139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1026138.062500 Penalty: 4440.877441
	Iteration 30Q: 3 clusters Score -1026138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1026139.937500 Penalty: 4440.877441
	Iteration 31Q: 3 clusters Score -1026140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1026140.000000 Penalty: 4440.877441
	Iteration 32Q: 3 clusters Score -1026140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1026140.000000 Penalty: 4440.877441
	Iteration 33F: 3 clusters Score -1026140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 10493 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 6458 members 
Entering Unmasked Estep 
Score: -134134520.000000 Penalty: 85720.000000
Splitting cluster 7 changes total score from -134134296.000000 to -134134520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -1388559.000000 Penalty: 2296.099121
	Iteration 0F: 2 clusters Score -1388559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1380639.750000 Penalty: 4592.198242
	Iteration 0F: 3 clusters Score -1380640 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1383307.875000 Penalty: 4592.198242
	Iteration 1F: 3 clusters Score -1383308 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1384409.875000 Penalty: 4592.198242
	Iteration 2F: 3 clusters Score -1384410 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1385804.250000 Penalty: 4592.198242
	Iteration 3F: 3 clusters Score -1385804 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1387073.875000 Penalty: 4592.198242
	Iteration 4F: 3 clusters Score -1387074 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1387918.625000 Penalty: 4592.198242
	Iteration 5F: 3 clusters Score -1387919 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1388532.000000 Penalty: 4592.198242
	Iteration 6F: 3 clusters Score -1388532 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1389041.375000 Penalty: 4592.198242
	Iteration 7Q: 3 clusters Score -1389041 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1389382.125000 Penalty: 4592.198242
	Iteration 8Q: 3 clusters Score -1389382 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1389568.625000 Penalty: 4592.198242
	Iteration 9Q: 3 clusters Score -1389569 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1389704.000000 Penalty: 4592.198242
	Iteration 10Q: 3 clusters Score -1389704 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1389829.750000 Penalty: 4592.198242
	Iteration 11Q: 3 clusters Score -1389830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1389910.125000 Penalty: 4592.198242
	Iteration 12Q: 3 clusters Score -1389910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1389976.250000 Penalty: 4592.198242
	Iteration 13Q: 3 clusters Score -1389976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1390025.000000 Penalty: 4592.198242
	Iteration 14Q: 3 clusters Score -1390025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1390054.875000 Penalty: 4592.198242
	Iteration 15Q: 3 clusters Score -1390055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1390073.750000 Penalty: 4592.198242
	Iteration 16Q: 3 clusters Score -1390074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1390084.000000 Penalty: 4592.198242
	Iteration 17Q: 3 clusters Score -1390084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1390089.125000 Penalty: 4592.198242
	Iteration 18Q: 3 clusters Score -1390089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1390093.500000 Penalty: 4592.198242
	Iteration 19Q: 3 clusters Score -1390094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1390098.875000 Penalty: 4592.198242
	Iteration 20F: 3 clusters Score -1390099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1390106.000000 Penalty: 4592.198242
	Iteration 21Q: 3 clusters Score -1390106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1390104.000000 Penalty: 4592.198242
	Iteration 22Q: 3 clusters Score -1390104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1390104.500000 Penalty: 4592.198242
	Iteration 23Q: 3 clusters Score -1390104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1390103.250000 Penalty: 4592.198242
	Iteration 24Q: 3 clusters Score -1390103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1390105.125000 Penalty: 4592.198242
	Iteration 25Q: 3 clusters Score -1390105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1390105.000000 Penalty: 4592.198242
	Iteration 26Q: 3 clusters Score -1390105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1390105.000000 Penalty: 4592.198242
	Iteration 27F: 3 clusters Score -1390105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 6910 members 
Entering Unmasked Estep 
Score: -134134848.000000 Penalty: 89148.804688
Splitting cluster 8 changes total score from -134134296.000000 to -134134848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -598247.875000 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -598247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -593957.250000 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -593957.2 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -595069.750000 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -595069.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -595341.562500 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -595341.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -595534.062500 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -595534.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -595664.750000 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -595664.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -595776.437500 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -595776.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -595864.375000 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -595864.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -595932.562500 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -595932.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -596012.562500 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -596012.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -596096.875000 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -596096.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -596178.875000 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -596178.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -596272.375000 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -596272.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -596327.500000 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -596327.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -596392.000000 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -596392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -596446.250000 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -596446.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -596482.187500 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -596482.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -596526.687500 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -596526.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -596566.125000 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -596566.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -596594.250000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -596594.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -596618.375000 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -596618.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -596641.812500 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -596641.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -596659.125000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -596659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -596673.750000 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -596673.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -596686.687500 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -596686.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -596700.875000 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -596700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -596709.125000 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -596709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -596712.187500 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -596712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -596716.812500 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -596716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -596721.437500 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -596721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -596725.062500 Penalty: 4191.404297
	Iteration 29Q: 3 clusters Score -596725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -596729.000000 Penalty: 4191.404297
	Iteration 30Q: 3 clusters Score -596729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -596731.062500 Penalty: 4191.404297
	Iteration 31Q: 3 clusters Score -596731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -596732.687500 Penalty: 4191.404297
	Iteration 32Q: 3 clusters Score -596732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -596734.437500 Penalty: 4191.404297
	Iteration 33Q: 3 clusters Score -596734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -596734.437500 Penalty: 4191.404297
	Iteration 34F: 3 clusters Score -596734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -149036.234375 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -149036.2 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 530 members 
Entering Unmasked Estep 
Score: -147026.625000 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -147026.6 nChanged 269
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: -147295.187500 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -147295.2 nChanged 66
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: -147386.765625 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -147386.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147427.375000 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -147427.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147458.093750 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -147458.1 nChanged 23
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: -147492.671875 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -147492.7 nChanged 20
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: -147518.593750 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -147518.6 nChanged 14
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: -147534.750000 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -147534.8 nChanged 8
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: -147543.968750 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -147544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147549.140625 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -147549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147553.328125 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -147553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147555.875000 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -147555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147557.031250 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -147557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147558.312500 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -147558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147560.468750 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -147560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147565.546875 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -147565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147571.406250 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -147571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147576.359375 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -147576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147577.968750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -147578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147580.000000 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -147580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147589.046875 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -147589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147597.359375 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -147597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147597.703125 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -147597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147597.703125 Penalty: 3474.421387
	Iteration 23F: 3 clusters Score -147597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Entering Unmasked Estep 
Score: -2241355.250000 Penalty: 2426.466797
	Iteration 0F: 2 clusters Score -2241355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2228725.750000 Penalty: 4852.933594
	Iteration 0F: 3 clusters Score -2228726 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2232749.250000 Penalty: 4852.933594
	Iteration 1F: 3 clusters Score -2232749 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2233296.750000 Penalty: 4852.933594
	Iteration 2F: 3 clusters Score -2233297 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2233920.000000 Penalty: 4852.933594
	Iteration 3F: 3 clusters Score -2233920 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2234597.750000 Penalty: 4852.933594
	Iteration 4F: 3 clusters Score -2234598 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2235364.500000 Penalty: 4852.933594
	Iteration 5F: 3 clusters Score -2235364 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2236179.250000 Penalty: 4852.933594
	Iteration 6F: 3 clusters Score -2236179 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2236956.500000 Penalty: 4852.933594
	Iteration 7F: 3 clusters Score -2236956 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2237637.000000 Penalty: 4852.933594
	Iteration 8F: 3 clusters Score -2237637 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2238255.250000 Penalty: 4852.933594
	Iteration 9F: 3 clusters Score -2238255 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2238744.250000 Penalty: 4852.933594
	Iteration 10Q: 3 clusters Score -2238744 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2239084.250000 Penalty: 4852.933594
	Iteration 11Q: 3 clusters Score -2239084 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2239275.250000 Penalty: 4852.933594
	Iteration 12Q: 3 clusters Score -2239275 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2239417.500000 Penalty: 4852.933594
	Iteration 13Q: 3 clusters Score -2239418 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2239512.250000 Penalty: 4852.933594
	Iteration 14Q: 3 clusters Score -2239512 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2239576.250000 Penalty: 4852.933594
	Iteration 15Q: 3 clusters Score -2239576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2239622.250000 Penalty: 4852.933594
	Iteration 16Q: 3 clusters Score -2239622 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2239652.250000 Penalty: 4852.933594
	Iteration 17Q: 3 clusters Score -2239652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2239693.500000 Penalty: 4852.933594
	Iteration 18Q: 3 clusters Score -2239694 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2239726.250000 Penalty: 4852.933594
	Iteration 19Q: 3 clusters Score -2239726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2239755.250000 Penalty: 4852.933594
	Iteration 20F: 3 clusters Score -2239755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2239772.750000 Penalty: 4852.933594
	Iteration 21Q: 3 clusters Score -2239773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2239797.750000 Penalty: 4852.933594
	Iteration 22Q: 3 clusters Score -2239798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2239816.500000 Penalty: 4852.933594
	Iteration 23Q: 3 clusters Score -2239816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2239835.250000 Penalty: 4852.933594
	Iteration 24Q: 3 clusters Score -2239835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2239841.750000 Penalty: 4852.933594
	Iteration 25Q: 3 clusters Score -2239842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2239858.250000 Penalty: 4852.933594
	Iteration 26Q: 3 clusters Score -2239858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2239867.000000 Penalty: 4852.933594
	Iteration 27Q: 3 clusters Score -2239867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2239871.000000 Penalty: 4852.933594
	Iteration 28Q: 3 clusters Score -2239871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2239885.250000 Penalty: 4852.933594
	Iteration 29Q: 3 clusters Score -2239885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2239892.000000 Penalty: 4852.933594
	Iteration 30Q: 3 clusters Score -2239892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2239907.500000 Penalty: 4852.933594
	Iteration 31Q: 3 clusters Score -2239908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2239915.250000 Penalty: 4852.933594
	Iteration 32Q: 3 clusters Score -2239915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2239922.000000 Penalty: 4852.933594
	Iteration 33Q: 3 clusters Score -2239922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2239926.500000 Penalty: 4852.933594
	Iteration 34Q: 3 clusters Score -2239926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2239930.500000 Penalty: 4852.933594
	Iteration 35Q: 3 clusters Score -2239930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2239935.750000 Penalty: 4852.933594
	Iteration 36Q: 3 clusters Score -2239936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2239933.500000 Penalty: 4852.933594
	Iteration 37Q: 3 clusters Score -2239934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2239945.000000 Penalty: 4852.933594
	Iteration 38Q: 3 clusters Score -2239945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2239942.250000 Penalty: 4852.933594
	Iteration 39Q: 3 clusters Score -2239942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2239947.000000 Penalty: 4852.933594
	Iteration 40F: 3 clusters Score -2239947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2239955.000000 Penalty: 4852.933594
	Iteration 41Q: 3 clusters Score -2239955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2239956.750000 Penalty: 4852.933594
	Iteration 42Q: 3 clusters Score -2239957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2239959.750000 Penalty: 4852.933594
	Iteration 43Q: 3 clusters Score -2239960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2239964.500000 Penalty: 4852.933594
	Iteration 44Q: 3 clusters Score -2239964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2239972.250000 Penalty: 4852.933594
	Iteration 45Q: 3 clusters Score -2239972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2239973.500000 Penalty: 4852.933594
	Iteration 46Q: 3 clusters Score -2239974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2239977.500000 Penalty: 4852.933594
	Iteration 47Q: 3 clusters Score -2239978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2239975.500000 Penalty: 4852.933594
	Iteration 48Q: 3 clusters Score -2239976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2239975.250000 Penalty: 4852.933594
	Iteration 49Q: 3 clusters Score -2239975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2239977.750000 Penalty: 4852.933594
	Iteration 50Q: 3 clusters Score -2239978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2239979.250000 Penalty: 4852.933594
	Iteration 51Q: 3 clusters Score -2239979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2239983.750000 Penalty: 4852.933594
	Iteration 52Q: 3 clusters Score -2239984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2239984.500000 Penalty: 4852.933594
	Iteration 53Q: 3 clusters Score -2239984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2239984.750000 Penalty: 4852.933594
	Iteration 54Q: 3 clusters Score -2239985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2239985.250000 Penalty: 4852.933594
	Iteration 55Q: 3 clusters Score -2239985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2239984.250000 Penalty: 4852.933594
	Iteration 56Q: 3 clusters Score -2239984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2239984.500000 Penalty: 4852.933594
	Iteration 57Q: 3 clusters Score -2239984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2239986.500000 Penalty: 4852.933594
	Iteration 58Q: 3 clusters Score -2239986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2239992.500000 Penalty: 4852.933594
	Iteration 59Q: 3 clusters Score -2239992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2239992.000000 Penalty: 4852.933594
	Iteration 60F: 3 clusters Score -2239992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2239993.250000 Penalty: 4852.933594
	Iteration 61Q: 3 clusters Score -2239993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2239995.250000 Penalty: 4852.933594
	Iteration 62Q: 3 clusters Score -2239995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2239993.000000 Penalty: 4852.933594
	Iteration 63Q: 3 clusters Score -2239993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2240000.750000 Penalty: 4852.933594
	Iteration 64Q: 3 clusters Score -2240001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2240000.000000 Penalty: 4852.933594
	Iteration 65Q: 3 clusters Score -2240000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2239995.750000 Penalty: 4852.933594
	Iteration 66Q: 3 clusters Score -2239996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2239996.500000 Penalty: 4852.933594
	Iteration 67Q: 3 clusters Score -2239996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2239997.750000 Penalty: 4852.933594
	Iteration 68Q: 3 clusters Score -2239998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2239999.500000 Penalty: 4852.933594
	Iteration 69Q: 3 clusters Score -2240000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2239994.500000 Penalty: 4852.933594
	Iteration 70Q: 3 clusters Score -2239994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2239994.500000 Penalty: 4852.933594
	Iteration 71F: 3 clusters Score -2239994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (140305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140305 members 
Entering Unmasked Estep 
Score: -19118364.000000 Penalty: 2939.190430
	Iteration 0F: 2 clusters Score -1.911836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -19026684.000000 Penalty: 5878.380859
	Iteration 0F: 3 clusters Score -1.902668e+07 nChanged 67072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -19065556.000000 Penalty: 5878.380859
	Iteration 1F: 3 clusters Score -1.906556e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -19066522.000000 Penalty: 5878.380859
	Iteration 2Q: 3 clusters Score -1.906652e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -19067388.000000 Penalty: 5878.380859
	Iteration 3Q: 3 clusters Score -1.906739e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -19068592.000000 Penalty: 5878.380859
	Iteration 4Q: 3 clusters Score -1.906859e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -19069864.000000 Penalty: 5878.380859
	Iteration 5Q: 3 clusters Score -1.906986e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -19071564.000000 Penalty: 5878.380859
	Iteration 6Q: 3 clusters Score -1.907156e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -19073974.000000 Penalty: 5878.380859
	Iteration 7Q: 3 clusters Score -1.907397e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -19077598.000000 Penalty: 5878.380859
	Iteration 8Q: 3 clusters Score -1.90776e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -19083152.000000 Penalty: 5878.380859
	Iteration 9F: 3 clusters Score -1.908315e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -19089236.000000 Penalty: 5878.380859
	Iteration 10F: 3 clusters Score -1.908924e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -19092924.000000 Penalty: 5878.380859
	Iteration 11F: 3 clusters Score -1.909292e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -19094402.000000 Penalty: 5878.380859
	Iteration 12Q: 3 clusters Score -1.90944e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -19094700.000000 Penalty: 5878.380859
	Iteration 13Q: 3 clusters Score -1.90947e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -19094876.000000 Penalty: 5878.380859
	Iteration 14Q: 3 clusters Score -1.909488e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -19095142.000000 Penalty: 5878.380859
	Iteration 15Q: 3 clusters Score -1.909514e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -19095374.000000 Penalty: 5878.380859
	Iteration 16Q: 3 clusters Score -1.909537e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -19095614.000000 Penalty: 5878.380859
	Iteration 17Q: 3 clusters Score -1.909561e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -19095836.000000 Penalty: 5878.380859
	Iteration 18Q: 3 clusters Score -1.909584e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -19096168.000000 Penalty: 5878.380859
	Iteration 19Q: 3 clusters Score -1.909617e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -19096464.000000 Penalty: 5878.380859
	Iteration 20F: 3 clusters Score -1.909646e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -19096754.000000 Penalty: 5878.380859
	Iteration 21Q: 3 clusters Score -1.909675e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -19097158.000000 Penalty: 5878.380859
	Iteration 22Q: 3 clusters Score -1.909716e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -19097528.000000 Penalty: 5878.380859
	Iteration 23Q: 3 clusters Score -1.909753e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -19098002.000000 Penalty: 5878.380859
	Iteration 24Q: 3 clusters Score -1.9098e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -19098486.000000 Penalty: 5878.380859
	Iteration 25Q: 3 clusters Score -1.909849e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -19099106.000000 Penalty: 5878.380859
	Iteration 26Q: 3 clusters Score -1.909911e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -19099690.000000 Penalty: 5878.380859
	Iteration 27Q: 3 clusters Score -1.909969e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -19100260.000000 Penalty: 5878.380859
	Iteration 28Q: 3 clusters Score -1.910026e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -19100870.000000 Penalty: 5878.380859
	Iteration 29Q: 3 clusters Score -1.910087e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -19101646.000000 Penalty: 5878.380859
	Iteration 30Q: 3 clusters Score -1.910165e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -19102344.000000 Penalty: 5878.380859
	Iteration 31Q: 3 clusters Score -1.910234e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -19103158.000000 Penalty: 5878.380859
	Iteration 32Q: 3 clusters Score -1.910316e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -19103920.000000 Penalty: 5878.380859
	Iteration 33Q: 3 clusters Score -1.910392e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -19104700.000000 Penalty: 5878.380859
	Iteration 34Q: 3 clusters Score -1.91047e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 110580 members 
Entering Unmasked Estep 
Score: -19105456.000000 Penalty: 5878.380859
	Iteration 35Q: 3 clusters Score -1.910546e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -19106264.000000 Penalty: 5878.380859
	Iteration 36Q: 3 clusters Score -1.910626e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -19107054.000000 Penalty: 5878.380859
	Iteration 37Q: 3 clusters Score -1.910705e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -19107896.000000 Penalty: 5878.380859
	Iteration 38Q: 3 clusters Score -1.91079e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -19108594.000000 Penalty: 5878.380859
	Iteration 39Q: 3 clusters Score -1.910859e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -19109350.000000 Penalty: 5878.380859
	Iteration 40F: 3 clusters Score -1.910935e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -19110186.000000 Penalty: 5878.380859
	Iteration 41Q: 3 clusters Score -1.911019e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 123966 members 
Entering Unmasked Estep 
Score: -19110926.000000 Penalty: 5878.380859
	Iteration 42Q: 3 clusters Score -1.911093e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -19111540.000000 Penalty: 5878.380859
	Iteration 43Q: 3 clusters Score -1.911154e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 127183 members 
Entering Unmasked Estep 
Score: -19112112.000000 Penalty: 5878.380859
	Iteration 44Q: 3 clusters Score -1.911211e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -19112590.000000 Penalty: 5878.380859
	Iteration 45Q: 3 clusters Score -1.911259e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 129978 members 
Entering Unmasked Estep 
Score: -19112994.000000 Penalty: 5878.380859
	Iteration 46Q: 3 clusters Score -1.911299e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -19113424.000000 Penalty: 5878.380859
	Iteration 47Q: 3 clusters Score -1.911342e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -19113784.000000 Penalty: 5878.380859
	Iteration 48Q: 3 clusters Score -1.911378e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 133296 members 
Entering Unmasked Estep 
Score: -19114132.000000 Penalty: 5878.380859
	Iteration 49Q: 3 clusters Score -1.911413e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -19114428.000000 Penalty: 5878.380859
	Iteration 50Q: 3 clusters Score -1.911443e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -19114630.000000 Penalty: 5878.380859
	Iteration 51Q: 3 clusters Score -1.911463e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 135514 members 
Entering Unmasked Estep 
Score: -19114710.000000 Penalty: 5878.380859
	Iteration 52Q: 3 clusters Score -1.911471e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -19114966.000000 Penalty: 5878.380859
	Iteration 53Q: 3 clusters Score -1.911497e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -19115040.000000 Penalty: 5878.380859
	Iteration 54Q: 3 clusters Score -1.911504e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -19115074.000000 Penalty: 5878.380859
	Iteration 55Q: 3 clusters Score -1.911507e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -19115164.000000 Penalty: 5878.380859
	Iteration 56Q: 3 clusters Score -1.911516e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -19115232.000000 Penalty: 5878.380859
	Iteration 57Q: 3 clusters Score -1.911523e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 137819 members 
Entering Unmasked Estep 
Score: -19115246.000000 Penalty: 5878.380859
	Iteration 58Q: 3 clusters Score -1.911525e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19115348.000000 Penalty: 5878.380859
	Iteration 59Q: 3 clusters Score -1.911535e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -19115406.000000 Penalty: 5878.380859
	Iteration 60F: 3 clusters Score -1.911541e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 138313 members 
Entering Unmasked Estep 
Score: -19115454.000000 Penalty: 5878.380859
	Iteration 61Q: 3 clusters Score -1.911545e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -19115506.000000 Penalty: 5878.380859
	Iteration 62Q: 3 clusters Score -1.911551e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -19115556.000000 Penalty: 5878.380859
	Iteration 63Q: 3 clusters Score -1.911556e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -19115580.000000 Penalty: 5878.380859
	Iteration 64Q: 3 clusters Score -1.911558e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -19115594.000000 Penalty: 5878.380859
	Iteration 65Q: 3 clusters Score -1.911559e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -19115606.000000 Penalty: 5878.380859
	Iteration 66Q: 3 clusters Score -1.911561e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -19115628.000000 Penalty: 5878.380859
	Iteration 67Q: 3 clusters Score -1.911563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -19115678.000000 Penalty: 5878.380859
	Iteration 68Q: 3 clusters Score -1.911568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 138924 members 
Entering Unmasked Estep 
Score: -19115690.000000 Penalty: 5878.380859
	Iteration 69Q: 3 clusters Score -1.911569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 138965 members 
Entering Unmasked Estep 
Score: -19115728.000000 Penalty: 5878.380859
	Iteration 70Q: 3 clusters Score -1.911573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -19115746.000000 Penalty: 5878.380859
	Iteration 71Q: 3 clusters Score -1.911575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -19115732.000000 Penalty: 5878.380859
	Iteration 72Q: 3 clusters Score -1.911573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -19115736.000000 Penalty: 5878.380859
	Iteration 73Q: 3 clusters Score -1.911574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -19115764.000000 Penalty: 5878.380859
	Iteration 74Q: 3 clusters Score -1.911576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -19115780.000000 Penalty: 5878.380859
	Iteration 75Q: 3 clusters Score -1.911578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 139131 members 
Entering Unmasked Estep 
Score: -19115776.000000 Penalty: 5878.380859
	Iteration 76Q: 3 clusters Score -1.911578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 139153 members 
Entering Unmasked Estep 
Score: -19115800.000000 Penalty: 5878.380859
	Iteration 77Q: 3 clusters Score -1.91158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -19115814.000000 Penalty: 5878.380859
	Iteration 78Q: 3 clusters Score -1.911581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -19115808.000000 Penalty: 5878.380859
	Iteration 79Q: 3 clusters Score -1.911581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -19115818.000000 Penalty: 5878.380859
	Iteration 80F: 3 clusters Score -1.911582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -19115806.000000 Penalty: 5878.380859
	Iteration 81Q: 3 clusters Score -1.911581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -19115810.000000 Penalty: 5878.380859
	Iteration 82Q: 3 clusters Score -1.911581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 139233 members 
Entering Unmasked Estep 
Score: -19115832.000000 Penalty: 5878.380859
	Iteration 83Q: 3 clusters Score -1.911583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -19115826.000000 Penalty: 5878.380859
	Iteration 84Q: 3 clusters Score -1.911583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -19115830.000000 Penalty: 5878.380859
	Iteration 85Q: 3 clusters Score -1.911583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -19115832.000000 Penalty: 5878.380859
	Iteration 86Q: 3 clusters Score -1.911583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -19115816.000000 Penalty: 5878.380859
	Iteration 87Q: 3 clusters Score -1.911582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -19115834.000000 Penalty: 5878.380859
	Iteration 88Q: 3 clusters Score -1.911583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 139270 members 
Entering Unmasked Estep 
Score: -19115846.000000 Penalty: 5878.380859
	Iteration 89Q: 3 clusters Score -1.911585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -19115846.000000 Penalty: 5878.380859
	Iteration 90Q: 3 clusters Score -1.911585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -19115856.000000 Penalty: 5878.380859
	Iteration 91Q: 3 clusters Score -1.911586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -19115844.000000 Penalty: 5878.380859
	Iteration 92Q: 3 clusters Score -1.911584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -19115838.000000 Penalty: 5878.380859
	Iteration 93Q: 3 clusters Score -1.911584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -19115852.000000 Penalty: 5878.380859
	Iteration 94Q: 3 clusters Score -1.911585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -19115852.000000 Penalty: 5878.380859
	Iteration 95Q: 3 clusters Score -1.911585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 139298 members 
Entering Unmasked Estep 
Score: -19115852.000000 Penalty: 5878.380859
	Iteration 96Q: 3 clusters Score -1.911585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -19115856.000000 Penalty: 5878.380859
	Iteration 97Q: 3 clusters Score -1.911586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 139310 members 
Entering Unmasked Estep 
Score: -19115850.000000 Penalty: 5878.380859
	Iteration 98Q: 3 clusters Score -1.911585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -19115882.000000 Penalty: 5878.380859
	Iteration 99Q: 3 clusters Score -1.911588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -19115878.000000 Penalty: 5878.380859
	Iteration 100F: 3 clusters Score -1.911588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -19115900.000000 Penalty: 5878.380859
	Iteration 101Q: 3 clusters Score -1.91159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 139337 members 
Entering Unmasked Estep 
Score: -19115888.000000 Penalty: 5878.380859
	Iteration 102Q: 3 clusters Score -1.911589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -19115892.000000 Penalty: 5878.380859
	Iteration 103Q: 3 clusters Score -1.911589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 139346 members 
Entering Unmasked Estep 
Score: -19115906.000000 Penalty: 5878.380859
	Iteration 104Q: 3 clusters Score -1.911591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 139353 members 
Entering Unmasked Estep 
Score: -19115902.000000 Penalty: 5878.380859
	Iteration 105Q: 3 clusters Score -1.91159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -19115912.000000 Penalty: 5878.380859
	Iteration 106Q: 3 clusters Score -1.911591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -19115930.000000 Penalty: 5878.380859
	Iteration 107Q: 3 clusters Score -1.911593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 139373 members 
Entering Unmasked Estep 
Score: -19115934.000000 Penalty: 5878.380859
	Iteration 108Q: 3 clusters Score -1.911593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -19115948.000000 Penalty: 5878.380859
	Iteration 109Q: 3 clusters Score -1.911595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 5878.380859
	Iteration 110Q: 3 clusters Score -1.911595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 5878.380859
	Iteration 111Q: 3 clusters Score -1.911595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -19115956.000000 Penalty: 5878.380859
	Iteration 112Q: 3 clusters Score -1.911596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -19115954.000000 Penalty: 5878.380859
	Iteration 113Q: 3 clusters Score -1.911595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 139386 members 
Entering Unmasked Estep 
Score: -19115950.000000 Penalty: 5878.380859
	Iteration 114Q: 3 clusters Score -1.911595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 5878.380859
	Iteration 115Q: 3 clusters Score -1.911595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 5878.380859
	Iteration 116F: 3 clusters Score -1.911595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (93844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Entering Unmasked Estep 
Score: -12778181.000000 Penalty: 2839.448486
	Iteration 0F: 2 clusters Score -1.277818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -12715668.000000 Penalty: 5678.896973
	Iteration 0F: 3 clusters Score -1.271567e+07 nChanged 44240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12740687.000000 Penalty: 5678.896973
	Iteration 1F: 3 clusters Score -1.274069e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -12741507.000000 Penalty: 5678.896973
	Iteration 2Q: 3 clusters Score -1.274151e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -12742185.000000 Penalty: 5678.896973
	Iteration 3Q: 3 clusters Score -1.274218e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -12743159.000000 Penalty: 5678.896973
	Iteration 4Q: 3 clusters Score -1.274316e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -12744550.000000 Penalty: 5678.896973
	Iteration 5Q: 3 clusters Score -1.274455e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12746665.000000 Penalty: 5678.896973
	Iteration 6Q: 3 clusters Score -1.274666e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -12749602.000000 Penalty: 5678.896973
	Iteration 7F: 3 clusters Score -1.27496e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -12752508.000000 Penalty: 5678.896973
	Iteration 8F: 3 clusters Score -1.275251e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -12755051.000000 Penalty: 5678.896973
	Iteration 9F: 3 clusters Score -1.275505e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -12757071.000000 Penalty: 5678.896973
	Iteration 10Q: 3 clusters Score -1.275707e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -12758346.000000 Penalty: 5678.896973
	Iteration 11Q: 3 clusters Score -1.275835e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -12759375.000000 Penalty: 5678.896973
	Iteration 12Q: 3 clusters Score -1.275938e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -12760187.000000 Penalty: 5678.896973
	Iteration 13Q: 3 clusters Score -1.276019e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -12761023.000000 Penalty: 5678.896973
	Iteration 14Q: 3 clusters Score -1.276102e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -12762024.000000 Penalty: 5678.896973
	Iteration 15Q: 3 clusters Score -1.276202e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -12763172.000000 Penalty: 5678.896973
	Iteration 16Q: 3 clusters Score -1.276317e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -12764476.000000 Penalty: 5678.896973
	Iteration 17Q: 3 clusters Score -1.276448e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -12766188.000000 Penalty: 5678.896973
	Iteration 18Q: 3 clusters Score -1.276619e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -12767991.000000 Penalty: 5678.896973
	Iteration 19Q: 3 clusters Score -1.276799e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -12769851.000000 Penalty: 5678.896973
	Iteration 20F: 3 clusters Score -1.276985e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -12771562.000000 Penalty: 5678.896973
	Iteration 21Q: 3 clusters Score -1.277156e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -12772935.000000 Penalty: 5678.896973
	Iteration 22Q: 3 clusters Score -1.277294e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -12773909.000000 Penalty: 5678.896973
	Iteration 23Q: 3 clusters Score -1.277391e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -12774563.000000 Penalty: 5678.896973
	Iteration 24Q: 3 clusters Score -1.277456e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -12775002.000000 Penalty: 5678.896973
	Iteration 25Q: 3 clusters Score -1.2775e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -12775267.000000 Penalty: 5678.896973
	Iteration 26Q: 3 clusters Score -1.277527e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -12775409.000000 Penalty: 5678.896973
	Iteration 27Q: 3 clusters Score -1.277541e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -12775570.000000 Penalty: 5678.896973
	Iteration 28Q: 3 clusters Score -1.277557e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -12775657.000000 Penalty: 5678.896973
	Iteration 29Q: 3 clusters Score -1.277566e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -12775718.000000 Penalty: 5678.896973
	Iteration 30Q: 3 clusters Score -1.277572e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -12775758.000000 Penalty: 5678.896973
	Iteration 31Q: 3 clusters Score -1.277576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -12775779.000000 Penalty: 5678.896973
	Iteration 32Q: 3 clusters Score -1.277578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -12775790.000000 Penalty: 5678.896973
	Iteration 33Q: 3 clusters Score -1.277579e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -12775805.000000 Penalty: 5678.896973
	Iteration 34Q: 3 clusters Score -1.27758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -12775839.000000 Penalty: 5678.896973
	Iteration 35Q: 3 clusters Score -1.277584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12775853.000000 Penalty: 5678.896973
	Iteration 36Q: 3 clusters Score -1.277585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -12775850.000000 Penalty: 5678.896973
	Iteration 37Q: 3 clusters Score -1.277585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12775858.000000 Penalty: 5678.896973
	Iteration 38Q: 3 clusters Score -1.277586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -12775873.000000 Penalty: 5678.896973
	Iteration 39Q: 3 clusters Score -1.277587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -12775867.000000 Penalty: 5678.896973
	Iteration 40F: 3 clusters Score -1.277587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -12775876.000000 Penalty: 5678.896973
	Iteration 41Q: 3 clusters Score -1.277588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -12775873.000000 Penalty: 5678.896973
	Iteration 42Q: 3 clusters Score -1.277587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12775886.000000 Penalty: 5678.896973
	Iteration 43Q: 3 clusters Score -1.277589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -12775897.000000 Penalty: 5678.896973
	Iteration 44Q: 3 clusters Score -1.27759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -12775908.000000 Penalty: 5678.896973
	Iteration 45Q: 3 clusters Score -1.277591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -12775901.000000 Penalty: 5678.896973
	Iteration 46Q: 3 clusters Score -1.27759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -12775906.000000 Penalty: 5678.896973
	Iteration 47Q: 3 clusters Score -1.277591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -12775923.000000 Penalty: 5678.896973
	Iteration 48Q: 3 clusters Score -1.277592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -12775916.000000 Penalty: 5678.896973
	Iteration 49Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -12775912.000000 Penalty: 5678.896973
	Iteration 50Q: 3 clusters Score -1.277591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -12775909.000000 Penalty: 5678.896973
	Iteration 51Q: 3 clusters Score -1.277591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -12775917.000000 Penalty: 5678.896973
	Iteration 52Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -12775915.000000 Penalty: 5678.896973
	Iteration 53Q: 3 clusters Score -1.277592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -12775925.000000 Penalty: 5678.896973
	Iteration 54Q: 3 clusters Score -1.277592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -12775929.000000 Penalty: 5678.896973
	Iteration 55Q: 3 clusters Score -1.277593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -12775925.000000 Penalty: 5678.896973
	Iteration 56Q: 3 clusters Score -1.277592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -12775930.000000 Penalty: 5678.896973
	Iteration 57Q: 3 clusters Score -1.277593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -12775944.000000 Penalty: 5678.896973
	Iteration 58Q: 3 clusters Score -1.277594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -12775939.000000 Penalty: 5678.896973
	Iteration 59Q: 3 clusters Score -1.277594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -12775933.000000 Penalty: 5678.896973
	Iteration 60F: 3 clusters Score -1.277593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -12775938.000000 Penalty: 5678.896973
	Iteration 61Q: 3 clusters Score -1.277594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -12775943.000000 Penalty: 5678.896973
	Iteration 62Q: 3 clusters Score -1.277594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -12775944.000000 Penalty: 5678.896973
	Iteration 63Q: 3 clusters Score -1.277594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -12775950.000000 Penalty: 5678.896973
	Iteration 64Q: 3 clusters Score -1.277595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -12775952.000000 Penalty: 5678.896973
	Iteration 65Q: 3 clusters Score -1.277595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12775953.000000 Penalty: 5678.896973
	Iteration 66Q: 3 clusters Score -1.277595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -12775953.000000 Penalty: 5678.896973
	Iteration 67F: 3 clusters Score -1.277595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Entering Unmasked Estep 
Score: -13389128.000000 Penalty: 2852.035645
	Iteration 0F: 2 clusters Score -1.338913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -13323298.000000 Penalty: 5704.071289
	Iteration 0F: 3 clusters Score -1.33233e+07 nChanged 46333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -13349761.000000 Penalty: 5704.071289
	Iteration 1F: 3 clusters Score -1.334976e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -13350528.000000 Penalty: 5704.071289
	Iteration 2Q: 3 clusters Score -1.335053e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -13351325.000000 Penalty: 5704.071289
	Iteration 3Q: 3 clusters Score -1.335132e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -13352171.000000 Penalty: 5704.071289
	Iteration 4Q: 3 clusters Score -1.335217e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -13353289.000000 Penalty: 5704.071289
	Iteration 5Q: 3 clusters Score -1.335329e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -13354607.000000 Penalty: 5704.071289
	Iteration 6Q: 3 clusters Score -1.335461e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -13356259.000000 Penalty: 5704.071289
	Iteration 7Q: 3 clusters Score -1.335626e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -13358591.000000 Penalty: 5704.071289
	Iteration 8Q: 3 clusters Score -1.335859e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -13361745.000000 Penalty: 5704.071289
	Iteration 9F: 3 clusters Score -1.336174e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -13365747.000000 Penalty: 5704.071289
	Iteration 10F: 3 clusters Score -1.336575e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -13370921.000000 Penalty: 5704.071289
	Iteration 11F: 3 clusters Score -1.337092e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -13376650.000000 Penalty: 5704.071289
	Iteration 12F: 3 clusters Score -1.337665e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -13381536.000000 Penalty: 5704.071289
	Iteration 13F: 3 clusters Score -1.338154e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13384528.000000 Penalty: 5704.071289
	Iteration 14Q: 3 clusters Score -1.338453e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13385848.000000 Penalty: 5704.071289
	Iteration 15Q: 3 clusters Score -1.338585e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13386277.000000 Penalty: 5704.071289
	Iteration 16Q: 3 clusters Score -1.338628e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13386448.000000 Penalty: 5704.071289
	Iteration 17Q: 3 clusters Score -1.338645e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13386557.000000 Penalty: 5704.071289
	Iteration 18Q: 3 clusters Score -1.338656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13386603.000000 Penalty: 5704.071289
	Iteration 19Q: 3 clusters Score -1.33866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13386634.000000 Penalty: 5704.071289
	Iteration 20F: 3 clusters Score -1.338663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13386650.000000 Penalty: 5704.071289
	Iteration 21Q: 3 clusters Score -1.338665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13386665.000000 Penalty: 5704.071289
	Iteration 22Q: 3 clusters Score -1.338666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13386664.000000 Penalty: 5704.071289
	Iteration 23Q: 3 clusters Score -1.338666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13386658.000000 Penalty: 5704.071289
	Iteration 24Q: 3 clusters Score -1.338666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13386661.000000 Penalty: 5704.071289
	Iteration 25Q: 3 clusters Score -1.338666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13386661.000000 Penalty: 5704.071289
	Iteration 26F: 3 clusters Score -1.338666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Entering Unmasked Estep 
Score: -17989572.000000 Penalty: 2923.593506
	Iteration 0F: 2 clusters Score -1.798957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -17902346.000000 Penalty: 5847.187012
	Iteration 0F: 3 clusters Score -1.790235e+07 nChanged 62841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -17938658.000000 Penalty: 5847.187012
	Iteration 1F: 3 clusters Score -1.793866e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -17940242.000000 Penalty: 5847.187012
	Iteration 2Q: 3 clusters Score -1.794024e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -17942428.000000 Penalty: 5847.187012
	Iteration 3Q: 3 clusters Score -1.794243e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -17945750.000000 Penalty: 5847.187012
	Iteration 4Q: 3 clusters Score -1.794575e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -17950680.000000 Penalty: 5847.187012
	Iteration 5F: 3 clusters Score -1.795068e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -17957366.000000 Penalty: 5847.187012
	Iteration 6F: 3 clusters Score -1.795737e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -17964612.000000 Penalty: 5847.187012
	Iteration 7F: 3 clusters Score -1.796461e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -17970514.000000 Penalty: 5847.187012
	Iteration 8F: 3 clusters Score -1.797051e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -17973928.000000 Penalty: 5847.187012
	Iteration 9Q: 3 clusters Score -1.797393e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -17975644.000000 Penalty: 5847.187012
	Iteration 10Q: 3 clusters Score -1.797564e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -17976696.000000 Penalty: 5847.187012
	Iteration 11Q: 3 clusters Score -1.79767e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -17977844.000000 Penalty: 5847.187012
	Iteration 12Q: 3 clusters Score -1.797784e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -17978976.000000 Penalty: 5847.187012
	Iteration 13Q: 3 clusters Score -1.797898e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -17980090.000000 Penalty: 5847.187012
	Iteration 14Q: 3 clusters Score -1.798009e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -17981242.000000 Penalty: 5847.187012
	Iteration 15Q: 3 clusters Score -1.798124e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -17982076.000000 Penalty: 5847.187012
	Iteration 16Q: 3 clusters Score -1.798208e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -17982774.000000 Penalty: 5847.187012
	Iteration 17Q: 3 clusters Score -1.798277e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -17983114.000000 Penalty: 5847.187012
	Iteration 18Q: 3 clusters Score -1.798311e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -17983406.000000 Penalty: 5847.187012
	Iteration 19Q: 3 clusters Score -1.798341e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -17983592.000000 Penalty: 5847.187012
	Iteration 20F: 3 clusters Score -1.798359e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -17983680.000000 Penalty: 5847.187012
	Iteration 21Q: 3 clusters Score -1.798368e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -17983776.000000 Penalty: 5847.187012
	Iteration 22Q: 3 clusters Score -1.798378e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -17983824.000000 Penalty: 5847.187012
	Iteration 23Q: 3 clusters Score -1.798382e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -17983928.000000 Penalty: 5847.187012
	Iteration 24Q: 3 clusters Score -1.798393e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -17983956.000000 Penalty: 5847.187012
	Iteration 25Q: 3 clusters Score -1.798396e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -17983986.000000 Penalty: 5847.187012
	Iteration 26Q: 3 clusters Score -1.798399e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -17984022.000000 Penalty: 5847.187012
	Iteration 27Q: 3 clusters Score -1.798402e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -17984104.000000 Penalty: 5847.187012
	Iteration 28Q: 3 clusters Score -1.79841e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -17984124.000000 Penalty: 5847.187012
	Iteration 29Q: 3 clusters Score -1.798412e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -17984172.000000 Penalty: 5847.187012
	Iteration 30Q: 3 clusters Score -1.798417e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -17984226.000000 Penalty: 5847.187012
	Iteration 31Q: 3 clusters Score -1.798423e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -17984234.000000 Penalty: 5847.187012
	Iteration 32Q: 3 clusters Score -1.798423e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -17984224.000000 Penalty: 5847.187012
	Iteration 33Q: 3 clusters Score -1.798422e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -17984276.000000 Penalty: 5847.187012
	Iteration 34Q: 3 clusters Score -1.798428e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -17984250.000000 Penalty: 5847.187012
	Iteration 35Q: 3 clusters Score -1.798425e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -17984286.000000 Penalty: 5847.187012
	Iteration 36Q: 3 clusters Score -1.798429e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -17984336.000000 Penalty: 5847.187012
	Iteration 37Q: 3 clusters Score -1.798434e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -17984298.000000 Penalty: 5847.187012
	Iteration 38Q: 3 clusters Score -1.79843e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -17984350.000000 Penalty: 5847.187012
	Iteration 39Q: 3 clusters Score -1.798435e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -17984328.000000 Penalty: 5847.187012
	Iteration 40F: 3 clusters Score -1.798433e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -17984370.000000 Penalty: 5847.187012
	Iteration 41Q: 3 clusters Score -1.798437e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -17984372.000000 Penalty: 5847.187012
	Iteration 42Q: 3 clusters Score -1.798437e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -17984356.000000 Penalty: 5847.187012
	Iteration 43Q: 3 clusters Score -1.798436e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -17984380.000000 Penalty: 5847.187012
	Iteration 44Q: 3 clusters Score -1.798438e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -17984370.000000 Penalty: 5847.187012
	Iteration 45Q: 3 clusters Score -1.798437e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -17984386.000000 Penalty: 5847.187012
	Iteration 46Q: 3 clusters Score -1.798439e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -17984330.000000 Penalty: 5847.187012
	Iteration 47Q: 3 clusters Score -1.798433e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -17984332.000000 Penalty: 5847.187012
	Iteration 48Q: 3 clusters Score -1.798433e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -17984382.000000 Penalty: 5847.187012
	Iteration 49Q: 3 clusters Score -1.798438e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -17984344.000000 Penalty: 5847.187012
	Iteration 50Q: 3 clusters Score -1.798434e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -17984372.000000 Penalty: 5847.187012
	Iteration 51Q: 3 clusters Score -1.798437e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -17984368.000000 Penalty: 5847.187012
	Iteration 52Q: 3 clusters Score -1.798437e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -17984358.000000 Penalty: 5847.187012
	Iteration 53Q: 3 clusters Score -1.798436e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -17984376.000000 Penalty: 5847.187012
	Iteration 54Q: 3 clusters Score -1.798438e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -17984388.000000 Penalty: 5847.187012
	Iteration 55Q: 3 clusters Score -1.798439e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -17984386.000000 Penalty: 5847.187012
	Iteration 56Q: 3 clusters Score -1.798439e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -17984404.000000 Penalty: 5847.187012
	Iteration 57Q: 3 clusters Score -1.79844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -17984420.000000 Penalty: 5847.187012
	Iteration 58Q: 3 clusters Score -1.798442e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -17984412.000000 Penalty: 5847.187012
	Iteration 59Q: 3 clusters Score -1.798441e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -17984416.000000 Penalty: 5847.187012
	Iteration 60F: 3 clusters Score -1.798442e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -17984404.000000 Penalty: 5847.187012
	Iteration 61Q: 3 clusters Score -1.79844e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 62Q: 3 clusters Score -1.798445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -17984440.000000 Penalty: 5847.187012
	Iteration 63Q: 3 clusters Score -1.798444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -17984432.000000 Penalty: 5847.187012
	Iteration 64Q: 3 clusters Score -1.798443e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -17984426.000000 Penalty: 5847.187012
	Iteration 65Q: 3 clusters Score -1.798443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 66Q: 3 clusters Score -1.798445e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -17984446.000000 Penalty: 5847.187012
	Iteration 67Q: 3 clusters Score -1.798445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -17984430.000000 Penalty: 5847.187012
	Iteration 68Q: 3 clusters Score -1.798443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -17984426.000000 Penalty: 5847.187012
	Iteration 69Q: 3 clusters Score -1.798443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 70Q: 3 clusters Score -1.798445e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -17984462.000000 Penalty: 5847.187012
	Iteration 71Q: 3 clusters Score -1.798446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -17984460.000000 Penalty: 5847.187012
	Iteration 72Q: 3 clusters Score -1.798446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -17984448.000000 Penalty: 5847.187012
	Iteration 73Q: 3 clusters Score -1.798445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 74Q: 3 clusters Score -1.798447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 75Q: 3 clusters Score -1.798445e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 76Q: 3 clusters Score -1.798445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -17984456.000000 Penalty: 5847.187012
	Iteration 77Q: 3 clusters Score -1.798446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 78Q: 3 clusters Score -1.798445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -17984464.000000 Penalty: 5847.187012
	Iteration 79Q: 3 clusters Score -1.798446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -17984452.000000 Penalty: 5847.187012
	Iteration 80F: 3 clusters Score -1.798445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -17984424.000000 Penalty: 5847.187012
	Iteration 81Q: 3 clusters Score -1.798442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -17984432.000000 Penalty: 5847.187012
	Iteration 82Q: 3 clusters Score -1.798443e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -17984422.000000 Penalty: 5847.187012
	Iteration 83Q: 3 clusters Score -1.798442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -17984444.000000 Penalty: 5847.187012
	Iteration 84Q: 3 clusters Score -1.798444e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -17984458.000000 Penalty: 5847.187012
	Iteration 85Q: 3 clusters Score -1.798446e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 86Q: 3 clusters Score -1.798445e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 87Q: 3 clusters Score -1.798445e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 88Q: 3 clusters Score -1.798445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 102992 members 
Entering Unmasked Estep 
Score: -17984458.000000 Penalty: 5847.187012
	Iteration 89Q: 3 clusters Score -1.798446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -17984446.000000 Penalty: 5847.187012
	Iteration 90Q: 3 clusters Score -1.798445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -17984460.000000 Penalty: 5847.187012
	Iteration 91Q: 3 clusters Score -1.798446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -17984452.000000 Penalty: 5847.187012
	Iteration 92Q: 3 clusters Score -1.798445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -17984448.000000 Penalty: 5847.187012
	Iteration 93Q: 3 clusters Score -1.798445e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -17984452.000000 Penalty: 5847.187012
	Iteration 94Q: 3 clusters Score -1.798445e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -17984474.000000 Penalty: 5847.187012
	Iteration 95Q: 3 clusters Score -1.798447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 96Q: 3 clusters Score -1.798447e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -17984502.000000 Penalty: 5847.187012
	Iteration 97Q: 3 clusters Score -1.79845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -17984504.000000 Penalty: 5847.187012
	Iteration 98Q: 3 clusters Score -1.79845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -17984500.000000 Penalty: 5847.187012
	Iteration 99Q: 3 clusters Score -1.79845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -17984520.000000 Penalty: 5847.187012
	Iteration 100F: 3 clusters Score -1.798452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -17984514.000000 Penalty: 5847.187012
	Iteration 101Q: 3 clusters Score -1.798451e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -17984502.000000 Penalty: 5847.187012
	Iteration 102Q: 3 clusters Score -1.79845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -17984510.000000 Penalty: 5847.187012
	Iteration 103Q: 3 clusters Score -1.798451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -17984506.000000 Penalty: 5847.187012
	Iteration 104Q: 3 clusters Score -1.798451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -17984514.000000 Penalty: 5847.187012
	Iteration 105Q: 3 clusters Score -1.798451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -17984512.000000 Penalty: 5847.187012
	Iteration 106Q: 3 clusters Score -1.798451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -17984518.000000 Penalty: 5847.187012
	Iteration 107Q: 3 clusters Score -1.798452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -17984498.000000 Penalty: 5847.187012
	Iteration 108Q: 3 clusters Score -1.79845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -17984506.000000 Penalty: 5847.187012
	Iteration 109Q: 3 clusters Score -1.798451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -17984506.000000 Penalty: 5847.187012
	Iteration 110Q: 3 clusters Score -1.798451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -17984512.000000 Penalty: 5847.187012
	Iteration 111Q: 3 clusters Score -1.798451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -17984504.000000 Penalty: 5847.187012
	Iteration 112Q: 3 clusters Score -1.79845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -17984526.000000 Penalty: 5847.187012
	Iteration 113Q: 3 clusters Score -1.798453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -17984542.000000 Penalty: 5847.187012
	Iteration 114Q: 3 clusters Score -1.798454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -17984550.000000 Penalty: 5847.187012
	Iteration 115Q: 3 clusters Score -1.798455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -17984546.000000 Penalty: 5847.187012
	Iteration 116Q: 3 clusters Score -1.798455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 103888 members 
Entering Unmasked Estep 
Score: -17984524.000000 Penalty: 5847.187012
	Iteration 117Q: 3 clusters Score -1.798452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -17984526.000000 Penalty: 5847.187012
	Iteration 118Q: 3 clusters Score -1.798453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -17984542.000000 Penalty: 5847.187012
	Iteration 119Q: 3 clusters Score -1.798454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5847.187012
	Iteration 120F: 3 clusters Score -1.798454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -17984534.000000 Penalty: 5847.187012
	Iteration 121Q: 3 clusters Score -1.798453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5847.187012
	Iteration 122Q: 3 clusters Score -1.798454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -17984522.000000 Penalty: 5847.187012
	Iteration 123Q: 3 clusters Score -1.798452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -17984532.000000 Penalty: 5847.187012
	Iteration 124Q: 3 clusters Score -1.798453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -17984522.000000 Penalty: 5847.187012
	Iteration 125Q: 3 clusters Score -1.798452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5847.187012
	Iteration 126Q: 3 clusters Score -1.798454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -17984532.000000 Penalty: 5847.187012
	Iteration 127Q: 3 clusters Score -1.798453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 104152 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5847.187012
	Iteration 128Q: 3 clusters Score -1.798454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -17984542.000000 Penalty: 5847.187012
	Iteration 129Q: 3 clusters Score -1.798454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -17984552.000000 Penalty: 5847.187012
	Iteration 130Q: 3 clusters Score -1.798455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -17984552.000000 Penalty: 5847.187012
	Iteration 131Q: 3 clusters Score -1.798455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -17984548.000000 Penalty: 5847.187012
	Iteration 132Q: 3 clusters Score -1.798455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -17984538.000000 Penalty: 5847.187012
	Iteration 133Q: 3 clusters Score -1.798454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -17984544.000000 Penalty: 5847.187012
	Iteration 134Q: 3 clusters Score -1.798454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -17984520.000000 Penalty: 5847.187012
	Iteration 135Q: 3 clusters Score -1.798452e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -17984488.000000 Penalty: 5847.187012
	Iteration 136Q: 3 clusters Score -1.798449e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -17984518.000000 Penalty: 5847.187012
	Iteration 137Q: 3 clusters Score -1.798452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -17984496.000000 Penalty: 5847.187012
	Iteration 138Q: 3 clusters Score -1.79845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -17984482.000000 Penalty: 5847.187012
	Iteration 139Q: 3 clusters Score -1.798448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 140F: 3 clusters Score -1.798447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -17984474.000000 Penalty: 5847.187012
	Iteration 141Q: 3 clusters Score -1.798447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -17984470.000000 Penalty: 5847.187012
	Iteration 142Q: 3 clusters Score -1.798447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 143Q: 3 clusters Score -1.798447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -17984452.000000 Penalty: 5847.187012
	Iteration 144Q: 3 clusters Score -1.798445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -17984456.000000 Penalty: 5847.187012
	Iteration 145Q: 3 clusters Score -1.798446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -17984440.000000 Penalty: 5847.187012
	Iteration 146Q: 3 clusters Score -1.798444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -17984438.000000 Penalty: 5847.187012
	Iteration 147Q: 3 clusters Score -1.798444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -17984438.000000 Penalty: 5847.187012
	Iteration 148Q: 3 clusters Score -1.798444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -17984432.000000 Penalty: 5847.187012
	Iteration 149Q: 3 clusters Score -1.798443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -17984442.000000 Penalty: 5847.187012
	Iteration 150Q: 3 clusters Score -1.798444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -17984464.000000 Penalty: 5847.187012
	Iteration 151Q: 3 clusters Score -1.798446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 152Q: 3 clusters Score -1.798445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 153Q: 3 clusters Score -1.798445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 154Q: 3 clusters Score -1.798447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -17984462.000000 Penalty: 5847.187012
	Iteration 155Q: 3 clusters Score -1.798446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -17984460.000000 Penalty: 5847.187012
	Iteration 156Q: 3 clusters Score -1.798446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -17984462.000000 Penalty: 5847.187012
	Iteration 157Q: 3 clusters Score -1.798446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 158Q: 3 clusters Score -1.798447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 159Q: 3 clusters Score -1.798447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 160F: 3 clusters Score -1.798445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -17984458.000000 Penalty: 5847.187012
	Iteration 161Q: 3 clusters Score -1.798446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 162Q: 3 clusters Score -1.798447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 163Q: 3 clusters Score -1.798447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -17984448.000000 Penalty: 5847.187012
	Iteration 164Q: 3 clusters Score -1.798445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -17984448.000000 Penalty: 5847.187012
	Iteration 165Q: 3 clusters Score -1.798445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -17984444.000000 Penalty: 5847.187012
	Iteration 166Q: 3 clusters Score -1.798444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -17984452.000000 Penalty: 5847.187012
	Iteration 167Q: 3 clusters Score -1.798445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -17984460.000000 Penalty: 5847.187012
	Iteration 168Q: 3 clusters Score -1.798446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 169Q: 3 clusters Score -1.798447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 170Q: 3 clusters Score -1.798447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 171Q: 3 clusters Score -1.798447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -17984464.000000 Penalty: 5847.187012
	Iteration 172Q: 3 clusters Score -1.798446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -17984456.000000 Penalty: 5847.187012
	Iteration 173Q: 3 clusters Score -1.798446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -17984446.000000 Penalty: 5847.187012
	Iteration 174Q: 3 clusters Score -1.798445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -17984446.000000 Penalty: 5847.187012
	Iteration 175Q: 3 clusters Score -1.798445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -17984450.000000 Penalty: 5847.187012
	Iteration 176Q: 3 clusters Score -1.798445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -17984454.000000 Penalty: 5847.187012
	Iteration 177Q: 3 clusters Score -1.798445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -17984466.000000 Penalty: 5847.187012
	Iteration 178Q: 3 clusters Score -1.798447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -17984476.000000 Penalty: 5847.187012
	Iteration 179Q: 3 clusters Score -1.798448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -17984478.000000 Penalty: 5847.187012
	Iteration 180F: 3 clusters Score -1.798448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5847.187012
	Iteration 181Q: 3 clusters Score -1.798447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -17984488.000000 Penalty: 5847.187012
	Iteration 182Q: 3 clusters Score -1.798449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -17984482.000000 Penalty: 5847.187012
	Iteration 183Q: 3 clusters Score -1.798448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -17984494.000000 Penalty: 5847.187012
	Iteration 184Q: 3 clusters Score -1.798449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -17984500.000000 Penalty: 5847.187012
	Iteration 185Q: 3 clusters Score -1.79845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -17984506.000000 Penalty: 5847.187012
	Iteration 186Q: 3 clusters Score -1.798451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -17984502.000000 Penalty: 5847.187012
	Iteration 187Q: 3 clusters Score -1.79845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -17984502.000000 Penalty: 5847.187012
	Iteration 188Q: 3 clusters Score -1.79845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -17984500.000000 Penalty: 5847.187012
	Iteration 189Q: 3 clusters Score -1.79845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -17984506.000000 Penalty: 5847.187012
	Iteration 190Q: 3 clusters Score -1.798451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -17984508.000000 Penalty: 5847.187012
	Iteration 191Q: 3 clusters Score -1.798451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -17984510.000000 Penalty: 5847.187012
	Iteration 192Q: 3 clusters Score -1.798451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -17984520.000000 Penalty: 5847.187012
	Iteration 193Q: 3 clusters Score -1.798452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -17984532.000000 Penalty: 5847.187012
	Iteration 194Q: 3 clusters Score -1.798453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -17984528.000000 Penalty: 5847.187012
	Iteration 195Q: 3 clusters Score -1.798453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -17984520.000000 Penalty: 5847.187012
	Iteration 196Q: 3 clusters Score -1.798452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -17984512.000000 Penalty: 5847.187012
	Iteration 197Q: 3 clusters Score -1.798451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -17984524.000000 Penalty: 5847.187012
	Iteration 198Q: 3 clusters Score -1.798452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5847.187012
	Iteration 199Q: 3 clusters Score -1.798454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -17984548.000000 Penalty: 5847.187012
	Iteration 200F: 3 clusters Score -1.798455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -17984556.000000 Penalty: 5847.187012
	Iteration 201Q: 3 clusters Score -1.798456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -17984546.000000 Penalty: 5847.187012
	Iteration 202Q: 3 clusters Score -1.798455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -17984544.000000 Penalty: 5847.187012
	Iteration 203Q: 3 clusters Score -1.798454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -17984538.000000 Penalty: 5847.187012
	Iteration 204Q: 3 clusters Score -1.798454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -17984540.000000 Penalty: 5847.187012
	Iteration 205Q: 3 clusters Score -1.798454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -17984526.000000 Penalty: 5847.187012
	Iteration 206Q: 3 clusters Score -1.798453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -17984558.000000 Penalty: 5847.187012
	Iteration 207Q: 3 clusters Score -1.798456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -17984564.000000 Penalty: 5847.187012
	Iteration 208Q: 3 clusters Score -1.798456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -17984576.000000 Penalty: 5847.187012
	Iteration 209Q: 3 clusters Score -1.798458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -17984594.000000 Penalty: 5847.187012
	Iteration 210Q: 3 clusters Score -1.798459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -17984606.000000 Penalty: 5847.187012
	Iteration 211Q: 3 clusters Score -1.798461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -17984596.000000 Penalty: 5847.187012
	Iteration 212Q: 3 clusters Score -1.79846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -17984588.000000 Penalty: 5847.187012
	Iteration 213Q: 3 clusters Score -1.798459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -17984598.000000 Penalty: 5847.187012
	Iteration 214Q: 3 clusters Score -1.79846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -17984588.000000 Penalty: 5847.187012
	Iteration 215Q: 3 clusters Score -1.798459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -17984594.000000 Penalty: 5847.187012
	Iteration 216Q: 3 clusters Score -1.798459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 217Q: 3 clusters Score -1.798461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 218Q: 3 clusters Score -1.798461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -17984612.000000 Penalty: 5847.187012
	Iteration 219Q: 3 clusters Score -1.798461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -17984612.000000 Penalty: 5847.187012
	Iteration 220F: 3 clusters Score -1.798461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -17984614.000000 Penalty: 5847.187012
	Iteration 221Q: 3 clusters Score -1.798461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 106057 members 
Entering Unmasked Estep 
Score: -17984618.000000 Penalty: 5847.187012
	Iteration 222Q: 3 clusters Score -1.798462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -17984632.000000 Penalty: 5847.187012
	Iteration 223Q: 3 clusters Score -1.798463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -17984600.000000 Penalty: 5847.187012
	Iteration 224Q: 3 clusters Score -1.79846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 225Q: 3 clusters Score -1.798461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -17984608.000000 Penalty: 5847.187012
	Iteration 226Q: 3 clusters Score -1.798461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -17984612.000000 Penalty: 5847.187012
	Iteration 227Q: 3 clusters Score -1.798461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -17984612.000000 Penalty: 5847.187012
	Iteration 228Q: 3 clusters Score -1.798461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 106107 members 
Entering Unmasked Estep 
Score: -17984616.000000 Penalty: 5847.187012
	Iteration 229Q: 3 clusters Score -1.798462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -17984616.000000 Penalty: 5847.187012
	Iteration 230Q: 3 clusters Score -1.798462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -17984604.000000 Penalty: 5847.187012
	Iteration 231Q: 3 clusters Score -1.79846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -17984594.000000 Penalty: 5847.187012
	Iteration 232Q: 3 clusters Score -1.798459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -17984592.000000 Penalty: 5847.187012
	Iteration 233Q: 3 clusters Score -1.798459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -17984586.000000 Penalty: 5847.187012
	Iteration 234Q: 3 clusters Score -1.798459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -17984594.000000 Penalty: 5847.187012
	Iteration 235Q: 3 clusters Score -1.798459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -17984594.000000 Penalty: 5847.187012
	Iteration 236Q: 3 clusters Score -1.798459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 237Q: 3 clusters Score -1.798461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -17984620.000000 Penalty: 5847.187012
	Iteration 238Q: 3 clusters Score -1.798462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -17984620.000000 Penalty: 5847.187012
	Iteration 239Q: 3 clusters Score -1.798462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -17984602.000000 Penalty: 5847.187012
	Iteration 240F: 3 clusters Score -1.79846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 106187 members 
Entering Unmasked Estep 
Score: -17984598.000000 Penalty: 5847.187012
	Iteration 241Q: 3 clusters Score -1.79846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -17984608.000000 Penalty: 5847.187012
	Iteration 242Q: 3 clusters Score -1.798461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -17984608.000000 Penalty: 5847.187012
	Iteration 243Q: 3 clusters Score -1.798461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -17984612.000000 Penalty: 5847.187012
	Iteration 244Q: 3 clusters Score -1.798461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 245Q: 3 clusters Score -1.798461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -17984610.000000 Penalty: 5847.187012
	Iteration 246F: 3 clusters Score -1.798461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -33538.359375 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -33538.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32341.595703 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -32341.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32454.369141 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -32454.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32521.246094 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -32521.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32561.873047 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -32561.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32573.214844 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -32573.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32575.376953 Penalty: 2800.141602
	Iteration 5Q: 3 clusters Score -32575.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32575.376953 Penalty: 2800.141602
	Iteration 6F: 3 clusters Score -32575.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -289063.718750 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -289063.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286270.968750 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -286271 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286793.625000 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -286793.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286945.031250 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -286945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -287032.312500 Penalty: 3828.247314
	Iteration 3Q: 3 clusters Score -287032.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -287090.812500 Penalty: 3828.247314
	Iteration 4Q: 3 clusters Score -287090.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -287130.781250 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -287130.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -287175.812500 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -287175.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287223.937500 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -287223.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -287268.625000 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -287268.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -287311.750000 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -287311.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -287343.093750 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -287343.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -287372.156250 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -287372.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -287401.000000 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -287401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -287424.593750 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -287424.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -287441.781250 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -287441.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -287466.281250 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -287466.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -287483.656250 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -287483.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -287504.437500 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -287504.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -287521.468750 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -287521.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -287538.906250 Penalty: 3828.247314
	Iteration 19Q: 3 clusters Score -287538.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -287558.750000 Penalty: 3828.247314
	Iteration 20F: 3 clusters Score -287558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -287579.250000 Penalty: 3828.247314
	Iteration 21Q: 3 clusters Score -287579.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -287593.562500 Penalty: 3828.247314
	Iteration 22Q: 3 clusters Score -287593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -287609.031250 Penalty: 3828.247314
	Iteration 23Q: 3 clusters Score -287609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -287620.156250 Penalty: 3828.247314
	Iteration 24Q: 3 clusters Score -287620.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -287629.406250 Penalty: 3828.247314
	Iteration 25Q: 3 clusters Score -287629.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -287645.312500 Penalty: 3828.247314
	Iteration 26Q: 3 clusters Score -287645.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -287662.312500 Penalty: 3828.247314
	Iteration 27Q: 3 clusters Score -287662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -287686.531250 Penalty: 3828.247314
	Iteration 28Q: 3 clusters Score -287686.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -287718.031250 Penalty: 3828.247314
	Iteration 29Q: 3 clusters Score -287718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -287749.218750 Penalty: 3828.247314
	Iteration 30Q: 3 clusters Score -287749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -287780.312500 Penalty: 3828.247314
	Iteration 31Q: 3 clusters Score -287780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -287819.500000 Penalty: 3828.247314
	Iteration 32Q: 3 clusters Score -287819.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -287868.000000 Penalty: 3828.247314
	Iteration 33Q: 3 clusters Score -287868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -287914.656250 Penalty: 3828.247314
	Iteration 34Q: 3 clusters Score -287914.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -287952.062500 Penalty: 3828.247314
	Iteration 35Q: 3 clusters Score -287952.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -287996.718750 Penalty: 3828.247314
	Iteration 36Q: 3 clusters Score -287996.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -288066.562500 Penalty: 3828.247314
	Iteration 37Q: 3 clusters Score -288066.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -288188.750000 Penalty: 3828.247314
	Iteration 38Q: 3 clusters Score -288188.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -288460.687500 Penalty: 3828.247314
	Iteration 39Q: 3 clusters Score -288460.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288735.500000 Penalty: 3828.247314
	Iteration 40F: 3 clusters Score -288735.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -288837.968750 Penalty: 3828.247314
	Iteration 41Q: 3 clusters Score -288838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -288857.593750 Penalty: 3828.247314
	Iteration 42Q: 3 clusters Score -288857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -288861.062500 Penalty: 3828.247314
	Iteration 43Q: 3 clusters Score -288861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -288864.093750 Penalty: 3828.247314
	Iteration 44Q: 3 clusters Score -288864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -288864.125000 Penalty: 3828.247314
	Iteration 45Q: 3 clusters Score -288864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -288864.718750 Penalty: 3828.247314
	Iteration 46Q: 3 clusters Score -288864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -288864.718750 Penalty: 3828.247314
	Iteration 47F: 3 clusters Score -288864.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196232 members 
Entering Unmasked Estep 
Score: -26873524.000000 Penalty: 3022.389160
	Iteration 0F: 2 clusters Score -2.687352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -26747258.000000 Penalty: 6044.778320
	Iteration 0F: 3 clusters Score -2.674726e+07 nChanged 94773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -26802480.000000 Penalty: 6044.778320
	Iteration 1F: 3 clusters Score -2.680248e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -26803464.000000 Penalty: 6044.778320
	Iteration 2Q: 3 clusters Score -2.680346e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -26804222.000000 Penalty: 6044.778320
	Iteration 3Q: 3 clusters Score -2.680422e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -26805162.000000 Penalty: 6044.778320
	Iteration 4Q: 3 clusters Score -2.680516e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -26806468.000000 Penalty: 6044.778320
	Iteration 5Q: 3 clusters Score -2.680647e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -26808576.000000 Penalty: 6044.778320
	Iteration 6Q: 3 clusters Score -2.680858e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -26811700.000000 Penalty: 6044.778320
	Iteration 7Q: 3 clusters Score -2.68117e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -26816638.000000 Penalty: 6044.778320
	Iteration 8F: 3 clusters Score -2.681664e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -26824134.000000 Penalty: 6044.778320
	Iteration 9F: 3 clusters Score -2.682413e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 148443 members 
Entering Unmasked Estep 
Score: -26834900.000000 Penalty: 6044.778320
	Iteration 10F: 3 clusters Score -2.68349e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -26846946.000000 Penalty: 6044.778320
	Iteration 11F: 3 clusters Score -2.684695e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -26857616.000000 Penalty: 6044.778320
	Iteration 12F: 3 clusters Score -2.685762e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 185231 members 
Entering Unmasked Estep 
Score: -26864012.000000 Penalty: 6044.778320
	Iteration 13Q: 3 clusters Score -2.686401e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 190736 members 
Entering Unmasked Estep 
Score: -26867686.000000 Penalty: 6044.778320
	Iteration 14Q: 3 clusters Score -2.686769e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -26869400.000000 Penalty: 6044.778320
	Iteration 15Q: 3 clusters Score -2.68694e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -26870186.000000 Penalty: 6044.778320
	Iteration 16Q: 3 clusters Score -2.687019e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 195561 members 
Entering Unmasked Estep 
Score: -26870472.000000 Penalty: 6044.778320
	Iteration 17Q: 3 clusters Score -2.687047e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -26870606.000000 Penalty: 6044.778320
	Iteration 18Q: 3 clusters Score -2.687061e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 195844 members 
Entering Unmasked Estep 
Score: -26870660.000000 Penalty: 6044.778320
	Iteration 19Q: 3 clusters Score -2.687066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -26870728.000000 Penalty: 6044.778320
	Iteration 20F: 3 clusters Score -2.687073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195902 members 
Entering Unmasked Estep 
Score: -26870748.000000 Penalty: 6044.778320
	Iteration 21Q: 3 clusters Score -2.687075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 195918 members 
Entering Unmasked Estep 
Score: -26870784.000000 Penalty: 6044.778320
	Iteration 22Q: 3 clusters Score -2.687078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -26870794.000000 Penalty: 6044.778320
	Iteration 23Q: 3 clusters Score -2.687079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195928 members 
Entering Unmasked Estep 
Score: -26870820.000000 Penalty: 6044.778320
	Iteration 24Q: 3 clusters Score -2.687082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195940 members 
Entering Unmasked Estep 
Score: -26870824.000000 Penalty: 6044.778320
	Iteration 25Q: 3 clusters Score -2.687082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 195947 members 
Entering Unmasked Estep 
Score: -26870846.000000 Penalty: 6044.778320
	Iteration 26Q: 3 clusters Score -2.687085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195950 members 
Entering Unmasked Estep 
Score: -26870844.000000 Penalty: 6044.778320
	Iteration 27Q: 3 clusters Score -2.687084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 195952 members 
Entering Unmasked Estep 
Score: -26870842.000000 Penalty: 6044.778320
	Iteration 28Q: 3 clusters Score -2.687084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -26870830.000000 Penalty: 6044.778320
	Iteration 29Q: 3 clusters Score -2.687083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -26870830.000000 Penalty: 6044.778320
	Iteration 30F: 3 clusters Score -2.687083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -70645.726562 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -70645.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69199.593750 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -69199.59 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69434.914062 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -69434.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69515.562500 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -69515.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69606.828125 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -69606.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69715.773438 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -69715.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69844.250000 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -69844.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70020.320312 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -70020.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70420.539062 Penalty: 3180.261963
	Iteration 7F: 3 clusters Score -70420.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70753.445312 Penalty: 3180.261963
	Iteration 8F: 3 clusters Score -70753.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70884.117188 Penalty: 3180.261963
	Iteration 9F: 3 clusters Score -70884.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70955.328125 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -70955.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71006.578125 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -71006.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71024.609375 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -71024.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71055.781250 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -71055.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71061.968750 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -71061.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71064.570312 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -71064.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71064.570312 Penalty: 3180.261963
	Iteration 16F: 3 clusters Score -71064.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 418 members 
Entering Unmasked Estep 
Score: -134133528.000000 Penalty: 92577.601562
Splitting cluster 19 changes total score from -134134296.000000 to -134133528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (50956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Entering Unmasked Estep 
Score: -6484645.000000 Penalty: 2688.001953
	Iteration 0F: 2 clusters Score -6484645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6450321.500000 Penalty: 5376.003906
	Iteration 0F: 3 clusters Score -6450322 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -6463835.000000 Penalty: 5376.003906
	Iteration 1F: 3 clusters Score -6463835 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6464657.000000 Penalty: 5376.003906
	Iteration 2Q: 3 clusters Score -6464657 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -6465757.000000 Penalty: 5376.003906
	Iteration 3Q: 3 clusters Score -6465757 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -6466896.000000 Penalty: 5376.003906
	Iteration 4F: 3 clusters Score -6466896 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6468383.500000 Penalty: 5376.003906
	Iteration 5F: 3 clusters Score -6468384 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6470115.000000 Penalty: 5376.003906
	Iteration 6F: 3 clusters Score -6470115 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -6472050.500000 Penalty: 5376.003906
	Iteration 7F: 3 clusters Score -6472050 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -6474144.000000 Penalty: 5376.003906
	Iteration 8F: 3 clusters Score -6474144 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -6475861.500000 Penalty: 5376.003906
	Iteration 9Q: 3 clusters Score -6475862 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -6477067.500000 Penalty: 5376.003906
	Iteration 10Q: 3 clusters Score -6477068 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -6477809.500000 Penalty: 5376.003906
	Iteration 11Q: 3 clusters Score -6477810 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -6478367.500000 Penalty: 5376.003906
	Iteration 12Q: 3 clusters Score -6478368 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6478830.500000 Penalty: 5376.003906
	Iteration 13Q: 3 clusters Score -6478830 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6479217.000000 Penalty: 5376.003906
	Iteration 14Q: 3 clusters Score -6479217 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -6479572.500000 Penalty: 5376.003906
	Iteration 15Q: 3 clusters Score -6479572 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6479925.500000 Penalty: 5376.003906
	Iteration 16Q: 3 clusters Score -6479926 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -6480235.500000 Penalty: 5376.003906
	Iteration 17Q: 3 clusters Score -6480236 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6480555.500000 Penalty: 5376.003906
	Iteration 18Q: 3 clusters Score -6480556 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6480900.000000 Penalty: 5376.003906
	Iteration 19Q: 3 clusters Score -6480900 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6481190.500000 Penalty: 5376.003906
	Iteration 20F: 3 clusters Score -6481190 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6481516.500000 Penalty: 5376.003906
	Iteration 21Q: 3 clusters Score -6481516 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -6481787.000000 Penalty: 5376.003906
	Iteration 22Q: 3 clusters Score -6481787 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6482022.500000 Penalty: 5376.003906
	Iteration 23Q: 3 clusters Score -6482022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6482200.000000 Penalty: 5376.003906
	Iteration 24Q: 3 clusters Score -6482200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -6482336.000000 Penalty: 5376.003906
	Iteration 25Q: 3 clusters Score -6482336 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -6482477.000000 Penalty: 5376.003906
	Iteration 26Q: 3 clusters Score -6482477 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6482590.500000 Penalty: 5376.003906
	Iteration 27Q: 3 clusters Score -6482590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -6482664.500000 Penalty: 5376.003906
	Iteration 28Q: 3 clusters Score -6482664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -6482725.500000 Penalty: 5376.003906
	Iteration 29Q: 3 clusters Score -6482726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -6482788.500000 Penalty: 5376.003906
	Iteration 30Q: 3 clusters Score -6482788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6482840.000000 Penalty: 5376.003906
	Iteration 31Q: 3 clusters Score -6482840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -6482881.000000 Penalty: 5376.003906
	Iteration 32Q: 3 clusters Score -6482881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -6482910.000000 Penalty: 5376.003906
	Iteration 33Q: 3 clusters Score -6482910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -6482931.000000 Penalty: 5376.003906
	Iteration 34Q: 3 clusters Score -6482931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6482957.500000 Penalty: 5376.003906
	Iteration 35Q: 3 clusters Score -6482958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6482981.500000 Penalty: 5376.003906
	Iteration 36Q: 3 clusters Score -6482982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6482978.500000 Penalty: 5376.003906
	Iteration 37Q: 3 clusters Score -6482978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6482990.000000 Penalty: 5376.003906
	Iteration 38Q: 3 clusters Score -6482990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6483013.000000 Penalty: 5376.003906
	Iteration 39Q: 3 clusters Score -6483013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6483027.000000 Penalty: 5376.003906
	Iteration 40F: 3 clusters Score -6483027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -6483034.000000 Penalty: 5376.003906
	Iteration 41Q: 3 clusters Score -6483034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6483038.500000 Penalty: 5376.003906
	Iteration 42Q: 3 clusters Score -6483038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6483046.000000 Penalty: 5376.003906
	Iteration 43Q: 3 clusters Score -6483046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6483056.500000 Penalty: 5376.003906
	Iteration 44Q: 3 clusters Score -6483056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6483057.500000 Penalty: 5376.003906
	Iteration 45Q: 3 clusters Score -6483058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6483077.500000 Penalty: 5376.003906
	Iteration 46Q: 3 clusters Score -6483078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6483074.000000 Penalty: 5376.003906
	Iteration 47Q: 3 clusters Score -6483074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6483080.500000 Penalty: 5376.003906
	Iteration 48Q: 3 clusters Score -6483080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6483079.500000 Penalty: 5376.003906
	Iteration 49Q: 3 clusters Score -6483080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6483079.500000 Penalty: 5376.003906
	Iteration 50Q: 3 clusters Score -6483080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6483083.000000 Penalty: 5376.003906
	Iteration 51Q: 3 clusters Score -6483083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6483079.500000 Penalty: 5376.003906
	Iteration 52Q: 3 clusters Score -6483080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6483079.000000 Penalty: 5376.003906
	Iteration 53Q: 3 clusters Score -6483079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6483078.000000 Penalty: 5376.003906
	Iteration 54Q: 3 clusters Score -6483078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6483083.500000 Penalty: 5376.003906
	Iteration 55Q: 3 clusters Score -6483084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -6483078.500000 Penalty: 5376.003906
	Iteration 56Q: 3 clusters Score -6483078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -6483078.500000 Penalty: 5376.003906
	Iteration 57F: 3 clusters Score -6483078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -2069715.000000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -2069715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2058660.125000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -2058660 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2062197.375000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -2062197 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2062530.625000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -2062531 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2062831.375000 Penalty: 4779.520996
	Iteration 3Q: 3 clusters Score -2062831 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2063160.500000 Penalty: 4779.520996
	Iteration 4Q: 3 clusters Score -2063160 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2063520.000000 Penalty: 4779.520996
	Iteration 5Q: 3 clusters Score -2063520 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2063920.250000 Penalty: 4779.520996
	Iteration 6Q: 3 clusters Score -2063920 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2064345.500000 Penalty: 4779.520996
	Iteration 7Q: 3 clusters Score -2064346 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2064829.375000 Penalty: 4779.520996
	Iteration 8Q: 3 clusters Score -2064829 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2065309.875000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -2065310 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2065734.875000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -2065735 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2066128.250000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -2066128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2066473.000000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -2066473 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2066768.750000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -2066769 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2067007.750000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -2067008 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2067173.500000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -2067174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2067299.625000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -2067300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2067373.375000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -2067373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2067421.125000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -2067421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2067467.250000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -2067467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2067523.750000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -2067524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2067560.375000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -2067560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2067597.875000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -2067598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2067619.750000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -2067620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2067636.000000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -2067636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2067647.125000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -2067647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2067651.250000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -2067651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2067655.875000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -2067656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2067659.375000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -2067659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2067668.250000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -2067668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2067671.000000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -2067671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2067674.125000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -2067674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2067676.875000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -2067677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2067674.500000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -2067674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2067674.500000 Penalty: 4779.520996
	Iteration 34F: 3 clusters Score -2067674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -147115.781250 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -147115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145094.546875 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -145094.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145560.406250 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -145560.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145789.203125 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -145789.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -146029.328125 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -146029.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146383.031250 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -146383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146916.953125 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -146917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147208.687500 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -147208.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147385.046875 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -147385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147509.718750 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -147509.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147580.265625 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -147580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -147601.218750 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -147601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147611.531250 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -147611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147616.843750 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -147616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147626.343750 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -147626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -147631.828125 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -147631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147638.031250 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -147638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147643.250000 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -147643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147653.890625 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -147653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147659.453125 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -147659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147660.031250 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -147660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147661.000000 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -147661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147664.250000 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -147664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147669.203125 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -147669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147676.218750 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -147676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147679.156250 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -147679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147680.031250 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -147680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147682.078125 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -147682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147690.312500 Penalty: 3511.275635
	Iteration 27Q: 3 clusters Score -147690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -147698.484375 Penalty: 3511.275635
	Iteration 28Q: 3 clusters Score -147698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147707.406250 Penalty: 3511.275635
	Iteration 29Q: 3 clusters Score -147707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -147717.046875 Penalty: 3511.275635
	Iteration 30Q: 3 clusters Score -147717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -147719.656250 Penalty: 3511.275635
	Iteration 31Q: 3 clusters Score -147719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -147720.406250 Penalty: 3511.275635
	Iteration 32Q: 3 clusters Score -147720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147723.156250 Penalty: 3511.275635
	Iteration 33Q: 3 clusters Score -147723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147725.531250 Penalty: 3511.275635
	Iteration 34Q: 3 clusters Score -147725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147725.531250 Penalty: 3511.275635
	Iteration 35F: 3 clusters Score -147725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 1339 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 742 members 
Entering Unmasked Estep 
Score: -134133808.000000 Penalty: 92577.601562
Splitting cluster 22 changes total score from -134134296.000000 to -134133808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -155409.703125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -155409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -153382.203125 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -153382.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153668.828125 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -153668.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153728.609375 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -153728.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153761.734375 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -153761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153784.250000 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -153784.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153812.234375 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -153812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153823.984375 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -153824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153836.640625 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -153836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153842.296875 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -153842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153846.953125 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -153847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153849.812500 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -153849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153854.796875 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -153854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153856.968750 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -153857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153860.390625 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -153860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153864.875000 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -153864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153878.156250 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -153878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153885.781250 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -153885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153894.890625 Penalty: 3491.236572
	Iteration 17Q: 3 clusters Score -153894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153901.390625 Penalty: 3491.236572
	Iteration 18Q: 3 clusters Score -153901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153905.562500 Penalty: 3491.236572
	Iteration 19Q: 3 clusters Score -153905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153907.468750 Penalty: 3491.236572
	Iteration 20F: 3 clusters Score -153907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153908.421875 Penalty: 3491.236572
	Iteration 21Q: 3 clusters Score -153908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153910.453125 Penalty: 3491.236572
	Iteration 22Q: 3 clusters Score -153910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153911.281250 Penalty: 3491.236572
	Iteration 23Q: 3 clusters Score -153911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153913.500000 Penalty: 3491.236572
	Iteration 24Q: 3 clusters Score -153913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153915.625000 Penalty: 3491.236572
	Iteration 25Q: 3 clusters Score -153915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153915.625000 Penalty: 3491.236572
	Iteration 26F: 3 clusters Score -153915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -165444.265625 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -165444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163365.421875 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -163365.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163986.812500 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -163986.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -164310.312500 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -164310.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -164634.281250 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -164634.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165059.437500 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -165059.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -165642.031250 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -165642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166079.875000 Penalty: 3571.040527
	Iteration 6F: 3 clusters Score -166079.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166225.984375 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -166226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -166317.359375 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -166317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166416.078125 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -166416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166486.765625 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -166486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166693.046875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -166693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166767.640625 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -166767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166767.640625 Penalty: 3571.040527
	Iteration 13F: 3 clusters Score -166767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
Score: -134134496.000000 Penalty: 92577.601562
Splitting cluster 24 changes total score from -134134296.000000 to -134134496.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 112255 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140305 members 
Mstep: Class 13 contains 93844 members 
Mstep: Class 14 contains 98730 members 
Mstep: Class 15 contains 131753 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 196232 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 50956 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135104.000000 Penalty: 92577.601562
Iteration 79Q: 28 clusters Score -1.341351e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 112185 members 
Mstep: Class 4 contains 30642 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17760 members 
Mstep: Class 12 contains 140464 members 
Mstep: Class 13 contains 93877 members 
Mstep: Class 14 contains 98539 members 
Mstep: Class 15 contains 131836 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 196231 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 51293 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6439 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135528.000000 Penalty: 92577.601562
Iteration 80F: 28 clusters Score -1.341355e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 3708 members 
Mstep: Class 3 contains 112057 members 
Mstep: Class 4 contains 30636 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140300 members 
Mstep: Class 13 contains 93889 members 
Mstep: Class 14 contains 98296 members 
Mstep: Class 15 contains 131774 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 196235 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 20 contains 51535 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6471 members 
Mstep: Class 26 contains 7019 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135800.000000 Penalty: 92577.601562
Iteration 81Q: 28 clusters Score -1.341358e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 111957 members 
Mstep: Class 4 contains 30628 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 140237 members 
Mstep: Class 13 contains 93910 members 
Mstep: Class 14 contains 98097 members 
Mstep: Class 15 contains 131734 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 196260 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 51745 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6489 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135728.000000 Penalty: 92577.601562
Iteration 82Q: 28 clusters Score -1.341357e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 111864 members 
Mstep: Class 4 contains 30622 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17748 members 
Mstep: Class 12 contains 140170 members 
Mstep: Class 13 contains 93935 members 
Mstep: Class 14 contains 97937 members 
Mstep: Class 15 contains 131721 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 196280 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 51970 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6499 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135984.000000 Penalty: 92577.601562
Iteration 83Q: 28 clusters Score -1.34136e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 111790 members 
Mstep: Class 4 contains 30621 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 12627 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17744 members 
Mstep: Class 12 contains 140149 members 
Mstep: Class 13 contains 93966 members 
Mstep: Class 14 contains 97780 members 
Mstep: Class 15 contains 131713 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 196293 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52166 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6506 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135952.000000 Penalty: 92577.601562
Iteration 84Q: 28 clusters Score -1.34136e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 111714 members 
Mstep: Class 4 contains 30619 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1291 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 140139 members 
Mstep: Class 13 contains 93986 members 
Mstep: Class 14 contains 97654 members 
Mstep: Class 15 contains 131685 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 196305 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52351 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6510 members 
Mstep: Class 26 contains 7391 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136104.000000 Penalty: 92577.601562
Iteration 85Q: 28 clusters Score -1.341361e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 111657 members 
Mstep: Class 4 contains 30613 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 140113 members 
Mstep: Class 13 contains 94006 members 
Mstep: Class 14 contains 97544 members 
Mstep: Class 15 contains 131654 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 196341 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52519 members 
Mstep: Class 21 contains 15294 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 7415 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135944.000000 Penalty: 92577.601562
Iteration 86Q: 28 clusters Score -1.341359e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 111619 members 
Mstep: Class 4 contains 30614 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17747 members 
Mstep: Class 12 contains 140102 members 
Mstep: Class 13 contains 94028 members 
Mstep: Class 14 contains 97436 members 
Mstep: Class 15 contains 131655 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 196348 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52676 members 
Mstep: Class 21 contains 15295 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136032.000000 Penalty: 92577.601562
Iteration 87Q: 28 clusters Score -1.34136e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 111574 members 
Mstep: Class 4 contains 30613 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 140086 members 
Mstep: Class 13 contains 94058 members 
Mstep: Class 14 contains 97331 members 
Mstep: Class 15 contains 131649 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 196364 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52821 members 
Mstep: Class 21 contains 15301 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136120.000000 Penalty: 92577.601562
Iteration 88Q: 28 clusters Score -1.341361e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 111529 members 
Mstep: Class 4 contains 30610 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 12718 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17755 members 
Mstep: Class 12 contains 140083 members 
Mstep: Class 13 contains 94078 members 
Mstep: Class 14 contains 97247 members 
Mstep: Class 15 contains 131630 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 196391 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 52929 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6518 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136088.000000 Penalty: 92577.601562
Iteration 89Q: 28 clusters Score -1.341361e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 111494 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 140061 members 
Mstep: Class 13 contains 94119 members 
Mstep: Class 14 contains 97181 members 
Mstep: Class 15 contains 131618 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 196420 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53030 members 
Mstep: Class 21 contains 15305 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6519 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136056.000000 Penalty: 92577.601562
Iteration 90Q: 28 clusters Score -1.341361e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 3298 members 
Mstep: Class 3 contains 111463 members 
Mstep: Class 4 contains 30602 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17762 members 
Mstep: Class 12 contains 140043 members 
Mstep: Class 13 contains 94147 members 
Mstep: Class 14 contains 97133 members 
Mstep: Class 15 contains 131611 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 196460 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53098 members 
Mstep: Class 21 contains 15300 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6520 members 
Mstep: Class 26 contains 7478 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136024.000000 Penalty: 92577.601562
Iteration 91Q: 28 clusters Score -1.34136e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 111435 members 
Mstep: Class 4 contains 30602 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 12743 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140036 members 
Mstep: Class 13 contains 94168 members 
Mstep: Class 14 contains 97079 members 
Mstep: Class 15 contains 131600 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 196484 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53167 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7488 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136064.000000 Penalty: 92577.601562
Iteration 92Q: 28 clusters Score -1.341361e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 111419 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140020 members 
Mstep: Class 13 contains 94191 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 131594 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196498 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53235 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7497 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136072.000000 Penalty: 92577.601562
Iteration 93Q: 28 clusters Score -1.341361e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 111402 members 
Mstep: Class 4 contains 30603 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 12756 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140015 members 
Mstep: Class 13 contains 94215 members 
Mstep: Class 14 contains 96961 members 
Mstep: Class 15 contains 131599 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196505 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53312 members 
Mstep: Class 21 contains 15288 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7504 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135928.000000 Penalty: 92577.601562
Iteration 94Q: 28 clusters Score -1.341359e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 111387 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140018 members 
Mstep: Class 13 contains 94218 members 
Mstep: Class 14 contains 96899 members 
Mstep: Class 15 contains 131603 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196518 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53372 members 
Mstep: Class 21 contains 15290 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7514 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135928.000000 Penalty: 92577.601562
Iteration 95Q: 28 clusters Score -1.341359e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 111361 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140024 members 
Mstep: Class 13 contains 94228 members 
Mstep: Class 14 contains 96857 members 
Mstep: Class 15 contains 131593 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196533 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53430 members 
Mstep: Class 21 contains 15288 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7522 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135800.000000 Penalty: 92577.601562
Iteration 96Q: 28 clusters Score -1.341358e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 111341 members 
Mstep: Class 4 contains 30599 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140022 members 
Mstep: Class 13 contains 94237 members 
Mstep: Class 14 contains 96815 members 
Mstep: Class 15 contains 131589 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196546 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53483 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7525 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135656.000000 Penalty: 92577.601562
Iteration 97Q: 28 clusters Score -1.341357e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3180 members 
Mstep: Class 3 contains 111326 members 
Mstep: Class 4 contains 30599 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12764 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140027 members 
Mstep: Class 13 contains 94237 members 
Mstep: Class 14 contains 96779 members 
Mstep: Class 15 contains 131590 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196550 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53528 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7526 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135672.000000 Penalty: 92577.601562
Iteration 98Q: 28 clusters Score -1.341357e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 111318 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12766 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140033 members 
Mstep: Class 13 contains 94237 members 
Mstep: Class 14 contains 96736 members 
Mstep: Class 15 contains 131588 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196560 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53570 members 
Mstep: Class 21 contains 15292 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7525 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135688.000000 Penalty: 92577.601562
Iteration 99Q: 28 clusters Score -1.341357e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 111310 members 
Mstep: Class 4 contains 30600 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12767 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94232 members 
Mstep: Class 14 contains 96691 members 
Mstep: Class 15 contains 131601 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196560 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53602 members 
Mstep: Class 21 contains 15295 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7526 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135768.000000 Penalty: 92577.601562
Iteration 100F: 28 clusters Score -1.341358e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 111292 members 
Mstep: Class 4 contains 30599 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12768 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94235 members 
Mstep: Class 14 contains 96661 members 
Mstep: Class 15 contains 131606 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196571 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53635 members 
Mstep: Class 21 contains 15294 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7530 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135696.000000 Penalty: 92577.601562
Iteration 101Q: 28 clusters Score -1.341357e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 111283 members 
Mstep: Class 4 contains 30597 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140043 members 
Mstep: Class 13 contains 94235 members 
Mstep: Class 14 contains 96637 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196574 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53670 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7533 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135744.000000 Penalty: 92577.601562
Iteration 102Q: 28 clusters Score -1.341357e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 111274 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12772 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94243 members 
Mstep: Class 14 contains 96609 members 
Mstep: Class 15 contains 131608 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196575 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53704 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7535 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135640.000000 Penalty: 92577.601562
Iteration 103Q: 28 clusters Score -1.341356e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 111266 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12773 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140054 members 
Mstep: Class 13 contains 94250 members 
Mstep: Class 14 contains 96574 members 
Mstep: Class 15 contains 131610 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196581 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53740 members 
Mstep: Class 21 contains 15290 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7538 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135640.000000 Penalty: 92577.601562
Iteration 104Q: 28 clusters Score -1.341356e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 111257 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12774 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140046 members 
Mstep: Class 13 contains 94263 members 
Mstep: Class 14 contains 96549 members 
Mstep: Class 15 contains 131614 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196582 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53778 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7540 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135688.000000 Penalty: 92577.601562
Iteration 105Q: 28 clusters Score -1.341357e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 111242 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94273 members 
Mstep: Class 14 contains 96528 members 
Mstep: Class 15 contains 131616 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196584 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53814 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135792.000000 Penalty: 92577.601562
Iteration 106Q: 28 clusters Score -1.341358e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 111230 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12779 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94276 members 
Mstep: Class 14 contains 96515 members 
Mstep: Class 15 contains 131615 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196582 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53844 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135704.000000 Penalty: 92577.601562
Iteration 107Q: 28 clusters Score -1.341357e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 111223 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140046 members 
Mstep: Class 13 contains 94279 members 
Mstep: Class 14 contains 96509 members 
Mstep: Class 15 contains 131614 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196581 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53865 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135752.000000 Penalty: 92577.601562
Iteration 108Q: 28 clusters Score -1.341358e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 111220 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12786 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140042 members 
Mstep: Class 13 contains 94280 members 
Mstep: Class 14 contains 96496 members 
Mstep: Class 15 contains 131615 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196581 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53886 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135800.000000 Penalty: 92577.601562
Iteration 109Q: 28 clusters Score -1.341358e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 111212 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12788 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140041 members 
Mstep: Class 13 contains 94285 members 
Mstep: Class 14 contains 96485 members 
Mstep: Class 15 contains 131615 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196581 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53908 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135736.000000 Penalty: 92577.601562
Iteration 110Q: 28 clusters Score -1.341357e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 111206 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140047 members 
Mstep: Class 13 contains 94287 members 
Mstep: Class 14 contains 96478 members 
Mstep: Class 15 contains 131611 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196581 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53923 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135768.000000 Penalty: 92577.601562
Iteration 111Q: 28 clusters Score -1.341358e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94291 members 
Mstep: Class 14 contains 96474 members 
Mstep: Class 15 contains 131611 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 196582 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53938 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135784.000000 Penalty: 92577.601562
Iteration 112Q: 28 clusters Score -1.341358e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 111189 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140046 members 
Mstep: Class 13 contains 94299 members 
Mstep: Class 14 contains 96471 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196583 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53952 members 
Mstep: Class 21 contains 15281 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135752.000000 Penalty: 92577.601562
Iteration 113Q: 28 clusters Score -1.341358e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 111178 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96464 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196586 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53968 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135800.000000 Penalty: 92577.601562
Iteration 114Q: 28 clusters Score -1.341358e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 111169 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94304 members 
Mstep: Class 14 contains 96455 members 
Mstep: Class 15 contains 131613 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196584 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 53986 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135816.000000 Penalty: 92577.601562
Iteration 115Q: 28 clusters Score -1.341358e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 111158 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94306 members 
Mstep: Class 14 contains 96447 members 
Mstep: Class 15 contains 131610 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196587 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54003 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135752.000000 Penalty: 92577.601562
Iteration 116Q: 28 clusters Score -1.341358e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111148 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140051 members 
Mstep: Class 13 contains 94308 members 
Mstep: Class 14 contains 96434 members 
Mstep: Class 15 contains 131610 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196587 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54024 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135776.000000 Penalty: 92577.601562
Iteration 117Q: 28 clusters Score -1.341358e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111145 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140051 members 
Mstep: Class 13 contains 94307 members 
Mstep: Class 14 contains 96421 members 
Mstep: Class 15 contains 131610 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196590 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54039 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135688.000000 Penalty: 92577.601562
Iteration 118Q: 28 clusters Score -1.341357e+08 nChanged 32
Entering ConstructFrom: 
Score: -134135688.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (73370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Entering Unmasked Estep 
Score: -9817338.000000 Penalty: 2778.410889
	Iteration 0F: 2 clusters Score -9817338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -9768303.000000 Penalty: 5556.821777
	Iteration 0F: 3 clusters Score -9768303 nChanged 34407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -9787514.000000 Penalty: 5556.821777
	Iteration 1F: 3 clusters Score -9787514 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -9788130.000000 Penalty: 5556.821777
	Iteration 2Q: 3 clusters Score -9788130 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -9788911.000000 Penalty: 5556.821777
	Iteration 3Q: 3 clusters Score -9788911 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9789918.000000 Penalty: 5556.821777
	Iteration 4Q: 3 clusters Score -9789918 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -9791263.000000 Penalty: 5556.821777
	Iteration 5Q: 3 clusters Score -9791263 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9793248.000000 Penalty: 5556.821777
	Iteration 6F: 3 clusters Score -9793248 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9796198.000000 Penalty: 5556.821777
	Iteration 7F: 3 clusters Score -9796198 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -9799897.000000 Penalty: 5556.821777
	Iteration 8F: 3 clusters Score -9799897 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -9804023.000000 Penalty: 5556.821777
	Iteration 9F: 3 clusters Score -9804023 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -9807676.000000 Penalty: 5556.821777
	Iteration 10F: 3 clusters Score -9807676 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -9810522.000000 Penalty: 5556.821777
	Iteration 11Q: 3 clusters Score -9810522 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9812549.000000 Penalty: 5556.821777
	Iteration 12Q: 3 clusters Score -9812549 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9813664.000000 Penalty: 5556.821777
	Iteration 13Q: 3 clusters Score -9813664 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -9814262.000000 Penalty: 5556.821777
	Iteration 14Q: 3 clusters Score -9814262 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -9814587.000000 Penalty: 5556.821777
	Iteration 15Q: 3 clusters Score -9814587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -9814734.000000 Penalty: 5556.821777
	Iteration 16Q: 3 clusters Score -9814734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -9814824.000000 Penalty: 5556.821777
	Iteration 17Q: 3 clusters Score -9814824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -9814883.000000 Penalty: 5556.821777
	Iteration 18Q: 3 clusters Score -9814883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -9814927.000000 Penalty: 5556.821777
	Iteration 19Q: 3 clusters Score -9814927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -9814952.000000 Penalty: 5556.821777
	Iteration 20F: 3 clusters Score -9814952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -9814978.000000 Penalty: 5556.821777
	Iteration 21Q: 3 clusters Score -9814978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -9814998.000000 Penalty: 5556.821777
	Iteration 22Q: 3 clusters Score -9814998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -9815009.000000 Penalty: 5556.821777
	Iteration 23Q: 3 clusters Score -9815009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -9815006.000000 Penalty: 5556.821777
	Iteration 24Q: 3 clusters Score -9815006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -9815010.000000 Penalty: 5556.821777
	Iteration 25Q: 3 clusters Score -9815010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9815015.000000 Penalty: 5556.821777
	Iteration 26Q: 3 clusters Score -9815015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9815018.000000 Penalty: 5556.821777
	Iteration 27Q: 3 clusters Score -9815018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9815018.000000 Penalty: 5556.821777
	Iteration 28F: 3 clusters Score -9815018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -441236.593750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -441236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -437933.250000 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -437933.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438581.406250 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -438581.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -438749.000000 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -438749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438835.625000 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -438835.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -438887.312500 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -438887.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -438912.187500 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -438912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -438928.937500 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -438928.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -438945.937500 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -438945.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -438960.718750 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -438960.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -438981.000000 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -438981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -439002.250000 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -439002.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -439021.781250 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -439021.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -439034.343750 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -439034.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -439044.781250 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -439044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -439056.218750 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -439056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -439063.843750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -439063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -439070.562500 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -439070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -439074.468750 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -439074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -439078.625000 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -439078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -439081.562500 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -439081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -439087.468750 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -439087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -439089.281250 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -439089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -439092.531250 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -439092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -439098.250000 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -439098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -439104.750000 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -439104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -439107.625000 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -439107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -439109.406250 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -439109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -439110.281250 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -439110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -439113.000000 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -439113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -439114.812500 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -439114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -439115.656250 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -439115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -439115.656250 Penalty: 3981.951904
	Iteration 31F: 3 clusters Score -439115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111139 members 
Entering Unmasked Estep 
Score: -15016916.000000 Penalty: 2881.397217
	Iteration 0F: 2 clusters Score -1.501692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -14942557.000000 Penalty: 5762.794434
	Iteration 0F: 3 clusters Score -1.494256e+07 nChanged 52693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -14972871.000000 Penalty: 5762.794434
	Iteration 1F: 3 clusters Score -1.497287e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -14973580.000000 Penalty: 5762.794434
	Iteration 2Q: 3 clusters Score -1.497358e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -14974382.000000 Penalty: 5762.794434
	Iteration 3Q: 3 clusters Score -1.497438e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -14975570.000000 Penalty: 5762.794434
	Iteration 4Q: 3 clusters Score -1.497557e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -14977196.000000 Penalty: 5762.794434
	Iteration 5Q: 3 clusters Score -1.49772e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -14980140.000000 Penalty: 5762.794434
	Iteration 6F: 3 clusters Score -1.498014e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -14984970.000000 Penalty: 5762.794434
	Iteration 7F: 3 clusters Score -1.498497e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -14992091.000000 Penalty: 5762.794434
	Iteration 8F: 3 clusters Score -1.499209e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -15000264.000000 Penalty: 5762.794434
	Iteration 9F: 3 clusters Score -1.500026e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -15007104.000000 Penalty: 5762.794434
	Iteration 10F: 3 clusters Score -1.50071e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -15011010.000000 Penalty: 5762.794434
	Iteration 11Q: 3 clusters Score -1.501101e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -15012783.000000 Penalty: 5762.794434
	Iteration 12Q: 3 clusters Score -1.501278e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -15013650.000000 Penalty: 5762.794434
	Iteration 13Q: 3 clusters Score -1.501365e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -15013966.000000 Penalty: 5762.794434
	Iteration 14Q: 3 clusters Score -1.501397e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -15014104.000000 Penalty: 5762.794434
	Iteration 15Q: 3 clusters Score -1.50141e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -15014247.000000 Penalty: 5762.794434
	Iteration 16Q: 3 clusters Score -1.501425e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -15014313.000000 Penalty: 5762.794434
	Iteration 17Q: 3 clusters Score -1.501431e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -15014372.000000 Penalty: 5762.794434
	Iteration 18Q: 3 clusters Score -1.501437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -15014378.000000 Penalty: 5762.794434
	Iteration 19Q: 3 clusters Score -1.501438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -15014391.000000 Penalty: 5762.794434
	Iteration 20F: 3 clusters Score -1.501439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -15014397.000000 Penalty: 5762.794434
	Iteration 21Q: 3 clusters Score -1.50144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -15014408.000000 Penalty: 5762.794434
	Iteration 22Q: 3 clusters Score -1.501441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -15014412.000000 Penalty: 5762.794434
	Iteration 23Q: 3 clusters Score -1.501441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 110543 members 
Entering Unmasked Estep 
Score: -15014412.000000 Penalty: 5762.794434
	Iteration 24Q: 3 clusters Score -1.501441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -15014416.000000 Penalty: 5762.794434
	Iteration 25Q: 3 clusters Score -1.501442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -15014423.000000 Penalty: 5762.794434
	Iteration 26Q: 3 clusters Score -1.501442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -15014427.000000 Penalty: 5762.794434
	Iteration 27Q: 3 clusters Score -1.501443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -15014423.000000 Penalty: 5762.794434
	Iteration 28Q: 3 clusters Score -1.501442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -15014437.000000 Penalty: 5762.794434
	Iteration 29Q: 3 clusters Score -1.501444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -15014437.000000 Penalty: 5762.794434
	Iteration 30Q: 3 clusters Score -1.501444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -15014435.000000 Penalty: 5762.794434
	Iteration 31Q: 3 clusters Score -1.501444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -15014436.000000 Penalty: 5762.794434
	Iteration 32Q: 3 clusters Score -1.501444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -15014436.000000 Penalty: 5762.794434
	Iteration 33F: 3 clusters Score -1.501444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -4097315.250000 Penalty: 2561.499023
	Iteration 0F: 2 clusters Score -4097315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4076263.500000 Penalty: 5122.998047
	Iteration 0F: 3 clusters Score -4076264 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4084044.500000 Penalty: 5122.998047
	Iteration 1F: 3 clusters Score -4084044 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4085222.750000 Penalty: 5122.998047
	Iteration 2F: 3 clusters Score -4085223 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4087043.500000 Penalty: 5122.998047
	Iteration 3F: 3 clusters Score -4087044 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4089118.500000 Penalty: 5122.998047
	Iteration 4F: 3 clusters Score -4089118 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4091034.250000 Penalty: 5122.998047
	Iteration 5F: 3 clusters Score -4091034 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4092717.500000 Penalty: 5122.998047
	Iteration 6F: 3 clusters Score -4092718 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4093879.000000 Penalty: 5122.998047
	Iteration 7F: 3 clusters Score -4093879 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4094637.750000 Penalty: 5122.998047
	Iteration 8Q: 3 clusters Score -4094638 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4095099.000000 Penalty: 5122.998047
	Iteration 9Q: 3 clusters Score -4095099 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4095444.750000 Penalty: 5122.998047
	Iteration 10Q: 3 clusters Score -4095445 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4095714.500000 Penalty: 5122.998047
	Iteration 11Q: 3 clusters Score -4095714 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4095901.750000 Penalty: 5122.998047
	Iteration 12Q: 3 clusters Score -4095902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4096075.000000 Penalty: 5122.998047
	Iteration 13Q: 3 clusters Score -4096075 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4096220.000000 Penalty: 5122.998047
	Iteration 14Q: 3 clusters Score -4096220 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4096374.500000 Penalty: 5122.998047
	Iteration 15Q: 3 clusters Score -4096374 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4096483.750000 Penalty: 5122.998047
	Iteration 16Q: 3 clusters Score -4096484 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4096586.750000 Penalty: 5122.998047
	Iteration 17Q: 3 clusters Score -4096587 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4096686.000000 Penalty: 5122.998047
	Iteration 18Q: 3 clusters Score -4096686 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4096807.750000 Penalty: 5122.998047
	Iteration 19Q: 3 clusters Score -4096808 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4096926.250000 Penalty: 5122.998047
	Iteration 20F: 3 clusters Score -4096926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4097012.000000 Penalty: 5122.998047
	Iteration 21Q: 3 clusters Score -4097012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4097110.000000 Penalty: 5122.998047
	Iteration 22Q: 3 clusters Score -4097110 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4097201.000000 Penalty: 5122.998047
	Iteration 23Q: 3 clusters Score -4097201 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4097267.500000 Penalty: 5122.998047
	Iteration 24Q: 3 clusters Score -4097268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4097401.000000 Penalty: 5122.998047
	Iteration 25Q: 3 clusters Score -4097401 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4097591.250000 Penalty: 5122.998047
	Iteration 26Q: 3 clusters Score -4097591 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4097848.500000 Penalty: 5122.998047
	Iteration 27Q: 3 clusters Score -4097848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4097949.750000 Penalty: 5122.998047
	Iteration 28Q: 3 clusters Score -4097950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4097981.250000 Penalty: 5122.998047
	Iteration 29Q: 3 clusters Score -4097981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4097993.500000 Penalty: 5122.998047
	Iteration 30Q: 3 clusters Score -4097994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4098002.250000 Penalty: 5122.998047
	Iteration 31Q: 3 clusters Score -4098002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4098009.500000 Penalty: 5122.998047
	Iteration 32Q: 3 clusters Score -4098010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4098016.500000 Penalty: 5122.998047
	Iteration 33Q: 3 clusters Score -4098016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4098010.250000 Penalty: 5122.998047
	Iteration 34Q: 3 clusters Score -4098010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4098012.000000 Penalty: 5122.998047
	Iteration 35Q: 3 clusters Score -4098012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4098017.250000 Penalty: 5122.998047
	Iteration 36Q: 3 clusters Score -4098017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4098014.000000 Penalty: 5122.998047
	Iteration 37Q: 3 clusters Score -4098014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4098013.750000 Penalty: 5122.998047
	Iteration 38Q: 3 clusters Score -4098014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4098008.750000 Penalty: 5122.998047
	Iteration 39Q: 3 clusters Score -4098009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4098015.500000 Penalty: 5122.998047
	Iteration 40F: 3 clusters Score -4098016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4098016.500000 Penalty: 5122.998047
	Iteration 41Q: 3 clusters Score -4098016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4098016.500000 Penalty: 5122.998047
	Iteration 42F: 3 clusters Score -4098016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94305 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 1927 members 
Entering Unmasked Estep 
Score: -134135440.000000 Penalty: 96006.398438
Splitting cluster 4 changes total score from -134135688.000000 to -134135440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -241551.171875 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -241551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -238927.640625 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -238927.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239637.593750 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -239637.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -240023.406250 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -240023.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -240278.671875 Penalty: 3772.521240
	Iteration 3F: 3 clusters Score -240278.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -240436.031250 Penalty: 3772.521240
	Iteration 4F: 3 clusters Score -240436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -240543.984375 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -240544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -240633.781250 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -240633.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -240687.421875 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -240687.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -240726.484375 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -240726.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -240754.562500 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -240754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240777.265625 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -240777.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -240795.171875 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -240795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -240813.093750 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -240813.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -240832.765625 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -240832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -240850.640625 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -240850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -240864.250000 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -240864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240869.375000 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -240869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -240873.578125 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -240873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -240876.156250 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -240876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240877.640625 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -240877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -240878.437500 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -240878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -240879.609375 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -240879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -240881.875000 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -240881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -240882.671875 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -240882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -240883.390625 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -240883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -240883.390625 Penalty: 3772.521240
	Iteration 25F: 3 clusters Score -240883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1770853.000000 Penalty: 2345.191895
	Iteration 0F: 2 clusters Score -1770853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1761436.000000 Penalty: 4690.383789
	Iteration 0F: 3 clusters Score -1761436 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1764333.375000 Penalty: 4690.383789
	Iteration 1F: 3 clusters Score -1764333 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1764670.750000 Penalty: 4690.383789
	Iteration 2F: 3 clusters Score -1764671 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1764937.625000 Penalty: 4690.383789
	Iteration 3Q: 3 clusters Score -1764938 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1765166.250000 Penalty: 4690.383789
	Iteration 4Q: 3 clusters Score -1765166 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1765404.500000 Penalty: 4690.383789
	Iteration 5Q: 3 clusters Score -1765404 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1765677.375000 Penalty: 4690.383789
	Iteration 6Q: 3 clusters Score -1765677 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1765981.625000 Penalty: 4690.383789
	Iteration 7Q: 3 clusters Score -1765982 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1766375.250000 Penalty: 4690.383789
	Iteration 8Q: 3 clusters Score -1766375 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1766816.000000 Penalty: 4690.383789
	Iteration 9Q: 3 clusters Score -1766816 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1767361.750000 Penalty: 4690.383789
	Iteration 10F: 3 clusters Score -1767362 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1767917.750000 Penalty: 4690.383789
	Iteration 11Q: 3 clusters Score -1767918 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1768328.875000 Penalty: 4690.383789
	Iteration 12Q: 3 clusters Score -1768329 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1768599.500000 Penalty: 4690.383789
	Iteration 13Q: 3 clusters Score -1768600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1768787.750000 Penalty: 4690.383789
	Iteration 14Q: 3 clusters Score -1768788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1768907.500000 Penalty: 4690.383789
	Iteration 15Q: 3 clusters Score -1768908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1768970.125000 Penalty: 4690.383789
	Iteration 16Q: 3 clusters Score -1768970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1769005.875000 Penalty: 4690.383789
	Iteration 17Q: 3 clusters Score -1769006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1769023.125000 Penalty: 4690.383789
	Iteration 18Q: 3 clusters Score -1769023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1769041.250000 Penalty: 4690.383789
	Iteration 19Q: 3 clusters Score -1769041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1769057.000000 Penalty: 4690.383789
	Iteration 20F: 3 clusters Score -1769057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1769075.000000 Penalty: 4690.383789
	Iteration 21Q: 3 clusters Score -1769075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1769089.750000 Penalty: 4690.383789
	Iteration 22Q: 3 clusters Score -1769090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1769102.625000 Penalty: 4690.383789
	Iteration 23Q: 3 clusters Score -1769103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1769111.250000 Penalty: 4690.383789
	Iteration 24Q: 3 clusters Score -1769111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1769112.125000 Penalty: 4690.383789
	Iteration 25Q: 3 clusters Score -1769112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1769112.875000 Penalty: 4690.383789
	Iteration 26F: 3 clusters Score -1769113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1769116.125000 Penalty: 4690.383789
	Iteration 27Q: 3 clusters Score -1769116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1769143.625000 Penalty: 4690.383789
	Iteration 28Q: 3 clusters Score -1769144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1769147.125000 Penalty: 4690.383789
	Iteration 29Q: 3 clusters Score -1769147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1769155.500000 Penalty: 4690.383789
	Iteration 30Q: 3 clusters Score -1769156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1769157.375000 Penalty: 4690.383789
	Iteration 31Q: 3 clusters Score -1769157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1769161.000000 Penalty: 4690.383789
	Iteration 32Q: 3 clusters Score -1769161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1769164.000000 Penalty: 4690.383789
	Iteration 33Q: 3 clusters Score -1769164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769167.000000 Penalty: 4690.383789
	Iteration 34Q: 3 clusters Score -1769167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769167.875000 Penalty: 4690.383789
	Iteration 35Q: 3 clusters Score -1769168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1769171.875000 Penalty: 4690.383789
	Iteration 36Q: 3 clusters Score -1769172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769172.375000 Penalty: 4690.383789
	Iteration 37Q: 3 clusters Score -1769172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769174.125000 Penalty: 4690.383789
	Iteration 38Q: 3 clusters Score -1769174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1769175.375000 Penalty: 4690.383789
	Iteration 39Q: 3 clusters Score -1769175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769178.125000 Penalty: 4690.383789
	Iteration 40F: 3 clusters Score -1769178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1769181.125000 Penalty: 4690.383789
	Iteration 41Q: 3 clusters Score -1769181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1769184.250000 Penalty: 4690.383789
	Iteration 42Q: 3 clusters Score -1769184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1769190.500000 Penalty: 4690.383789
	Iteration 43Q: 3 clusters Score -1769190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1769194.500000 Penalty: 4690.383789
	Iteration 44Q: 3 clusters Score -1769194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1769193.875000 Penalty: 4690.383789
	Iteration 45Q: 3 clusters Score -1769194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1769193.875000 Penalty: 4690.383789
	Iteration 46F: 3 clusters Score -1769194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -167366.125000 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -167366.1 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 613 members 
Entering Unmasked Estep 
Score: -165201.359375 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -165201.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -165549.281250 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -165549.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -165671.609375 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -165671.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165728.703125 Penalty: 3549.850342
	Iteration 3Q: 3 clusters Score -165728.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -165759.781250 Penalty: 3549.850342
	Iteration 4Q: 3 clusters Score -165759.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165778.234375 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -165778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165794.781250 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -165794.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165803.781250 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -165803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165805.078125 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -165805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165808.625000 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -165808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165813.937500 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -165813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165818.796875 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -165818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -165822.953125 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -165823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165827.703125 Penalty: 3549.850342
	Iteration 13Q: 3 clusters Score -165827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165828.312500 Penalty: 3549.850342
	Iteration 14Q: 3 clusters Score -165828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165828.312500 Penalty: 3549.850342
	Iteration 15F: 3 clusters Score -165828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -476294.156250 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -476294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -472656.937500 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -472656.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473446.218750 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -473446.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -473609.218750 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -473609.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -473741.656250 Penalty: 4060.900635
	Iteration 3Q: 3 clusters Score -473741.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -473851.375000 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -473851.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -473944.125000 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -473944.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -474072.218750 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -474072.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -474235.718750 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -474235.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -474426.750000 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -474426.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -474608.062500 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -474608.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -474770.906250 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -474770.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -474884.531250 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -474884.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -474972.437500 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -474972.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -475024.625000 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -475024.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -475060.281250 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -475060.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -475085.500000 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -475085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -475099.343750 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -475099.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -475111.187500 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -475111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -475115.093750 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -475115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -475119.593750 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -475119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -475122.125000 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -475122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -475124.031250 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -475124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -475126.281250 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -475126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -475127.250000 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -475127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -475128.750000 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -475128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -475130.062500 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -475130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -475130.531250 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -475130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -475130.562500 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -475130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -475133.125000 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -475133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -475133.125000 Penalty: 4060.900635
	Iteration 29F: 3 clusters Score -475133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -566316.500000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -566316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -562191.562500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -562191.6 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -563166.000000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -563166 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -563373.375000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -563373.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -563484.750000 Penalty: 4164.380859
	Iteration 3Q: 3 clusters Score -563484.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -563558.312500 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -563558.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -563628.875000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -563628.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -563686.062500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -563686.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -563751.000000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -563751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -563826.875000 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -563826.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -563901.437500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -563901.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563964.937500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -563964.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -564014.062500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -564014.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -564060.687500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -564060.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -564109.750000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -564109.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -564160.625000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -564160.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -564200.437500 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -564200.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -564254.250000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -564254.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -564321.875000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -564321.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -564383.562500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -564383.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -564420.000000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -564420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -564449.562500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -564449.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -564481.062500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -564481.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -564509.500000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -564509.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -564536.687500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -564536.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -564557.250000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -564557.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -564580.812500 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -564580.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -564595.437500 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -564595.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -564608.812500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -564608.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -564619.937500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -564619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -564632.375000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -564632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -564642.500000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -564642.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -564655.312500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -564655.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -564665.625000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -564665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -564672.500000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -564672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -564680.625000 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -564680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -564687.937500 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -564687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -564691.062500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -564691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -564695.062500 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -564695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -564697.937500 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -564697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -564701.062500 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -564701.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -564706.000000 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -564706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -564711.062500 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -564711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -564716.000000 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -564716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -564719.750000 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -564719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -564723.500000 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -564723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -564724.875000 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -564724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -564724.875000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -564724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -564726.437500 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -564726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -564726.437500 Penalty: 4164.380859
	Iteration 48F: 3 clusters Score -564726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -148929.562500 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -148929.6 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 540 members 
Entering Unmasked Estep 
Score: -146921.937500 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -146921.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147164.109375 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -147164.1 nChanged 57
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: -147245.718750 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -147245.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147297.656250 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -147297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -147324.984375 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -147325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147343.625000 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -147343.6 nChanged 15
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: -147357.312500 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -147357.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147369.062500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -147369.1 nChanged 7
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: -147375.484375 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -147375.5 nChanged 2
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: -147376.593750 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -147376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147378.046875 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -147378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -147379.406250 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -147379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147381.031250 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -147381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147387.093750 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -147387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147389.718750 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -147389.7 nChanged 1
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: -147390.812500 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -147390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147391.218750 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -147391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147391.218750 Penalty: 3473.971191
	Iteration 17F: 3 clusters Score -147391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Entering Unmasked Estep 
Score: -2243246.750000 Penalty: 2426.662354
	Iteration 0F: 2 clusters Score -2243247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2230672.750000 Penalty: 4853.324707
	Iteration 0F: 3 clusters Score -2230673 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2234927.250000 Penalty: 4853.324707
	Iteration 1F: 3 clusters Score -2234927 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2235769.000000 Penalty: 4853.324707
	Iteration 2F: 3 clusters Score -2235769 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2236727.500000 Penalty: 4853.324707
	Iteration 3F: 3 clusters Score -2236728 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2237573.750000 Penalty: 4853.324707
	Iteration 4F: 3 clusters Score -2237574 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2238350.000000 Penalty: 4853.324707
	Iteration 5F: 3 clusters Score -2238350 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2239048.250000 Penalty: 4853.324707
	Iteration 6F: 3 clusters Score -2239048 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2239630.500000 Penalty: 4853.324707
	Iteration 7F: 3 clusters Score -2239630 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2240109.250000 Penalty: 4853.324707
	Iteration 8Q: 3 clusters Score -2240109 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2240458.750000 Penalty: 4853.324707
	Iteration 9Q: 3 clusters Score -2240459 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2240700.000000 Penalty: 4853.324707
	Iteration 10Q: 3 clusters Score -2240700 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2240861.500000 Penalty: 4853.324707
	Iteration 11Q: 3 clusters Score -2240862 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2240973.250000 Penalty: 4853.324707
	Iteration 12Q: 3 clusters Score -2240973 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2241037.750000 Penalty: 4853.324707
	Iteration 13Q: 3 clusters Score -2241038 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2241089.000000 Penalty: 4853.324707
	Iteration 14Q: 3 clusters Score -2241089 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2241136.500000 Penalty: 4853.324707
	Iteration 15Q: 3 clusters Score -2241136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2241177.250000 Penalty: 4853.324707
	Iteration 16Q: 3 clusters Score -2241177 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2241215.000000 Penalty: 4853.324707
	Iteration 17Q: 3 clusters Score -2241215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2241249.250000 Penalty: 4853.324707
	Iteration 18Q: 3 clusters Score -2241249 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2241278.000000 Penalty: 4853.324707
	Iteration 19Q: 3 clusters Score -2241278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2241306.000000 Penalty: 4853.324707
	Iteration 20F: 3 clusters Score -2241306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2241339.500000 Penalty: 4853.324707
	Iteration 21Q: 3 clusters Score -2241340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2241369.000000 Penalty: 4853.324707
	Iteration 22Q: 3 clusters Score -2241369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2241399.000000 Penalty: 4853.324707
	Iteration 23Q: 3 clusters Score -2241399 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2241407.000000 Penalty: 4853.324707
	Iteration 24Q: 3 clusters Score -2241407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2241431.750000 Penalty: 4853.324707
	Iteration 25Q: 3 clusters Score -2241432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2241449.000000 Penalty: 4853.324707
	Iteration 26Q: 3 clusters Score -2241449 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2241478.250000 Penalty: 4853.324707
	Iteration 27Q: 3 clusters Score -2241478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2241504.750000 Penalty: 4853.324707
	Iteration 28Q: 3 clusters Score -2241505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2241543.750000 Penalty: 4853.324707
	Iteration 29Q: 3 clusters Score -2241544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2241572.250000 Penalty: 4853.324707
	Iteration 30Q: 3 clusters Score -2241572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2241586.750000 Penalty: 4853.324707
	Iteration 31Q: 3 clusters Score -2241587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2241604.000000 Penalty: 4853.324707
	Iteration 32Q: 3 clusters Score -2241604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2241617.500000 Penalty: 4853.324707
	Iteration 33Q: 3 clusters Score -2241618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2241626.250000 Penalty: 4853.324707
	Iteration 34Q: 3 clusters Score -2241626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2241636.750000 Penalty: 4853.324707
	Iteration 35Q: 3 clusters Score -2241637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2241646.500000 Penalty: 4853.324707
	Iteration 36Q: 3 clusters Score -2241646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2241650.250000 Penalty: 4853.324707
	Iteration 37Q: 3 clusters Score -2241650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2241650.250000 Penalty: 4853.324707
	Iteration 38Q: 3 clusters Score -2241650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2241651.750000 Penalty: 4853.324707
	Iteration 39Q: 3 clusters Score -2241652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2241665.000000 Penalty: 4853.324707
	Iteration 40F: 3 clusters Score -2241665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2241662.000000 Penalty: 4853.324707
	Iteration 41Q: 3 clusters Score -2241662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2241665.750000 Penalty: 4853.324707
	Iteration 42Q: 3 clusters Score -2241666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2241664.500000 Penalty: 4853.324707
	Iteration 43Q: 3 clusters Score -2241664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2241669.500000 Penalty: 4853.324707
	Iteration 44Q: 3 clusters Score -2241670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2241671.750000 Penalty: 4853.324707
	Iteration 45Q: 3 clusters Score -2241672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2241674.250000 Penalty: 4853.324707
	Iteration 46Q: 3 clusters Score -2241674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2241668.250000 Penalty: 4853.324707
	Iteration 47Q: 3 clusters Score -2241668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2241669.500000 Penalty: 4853.324707
	Iteration 48Q: 3 clusters Score -2241670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2241671.250000 Penalty: 4853.324707
	Iteration 49Q: 3 clusters Score -2241671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2241672.500000 Penalty: 4853.324707
	Iteration 50Q: 3 clusters Score -2241672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2241672.500000 Penalty: 4853.324707
	Iteration 51F: 3 clusters Score -2241672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (140048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Entering Unmasked Estep 
Score: -19090552.000000 Penalty: 2938.735596
	Iteration 0F: 2 clusters Score -1.909055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -18999194.000000 Penalty: 5877.471191
	Iteration 0F: 3 clusters Score -1.899919e+07 nChanged 66723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -19038046.000000 Penalty: 5877.471191
	Iteration 1F: 3 clusters Score -1.903805e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -19039152.000000 Penalty: 5877.471191
	Iteration 2Q: 3 clusters Score -1.903915e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -19040742.000000 Penalty: 5877.471191
	Iteration 3Q: 3 clusters Score -1.904074e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -19043514.000000 Penalty: 5877.471191
	Iteration 4Q: 3 clusters Score -1.904351e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -19048452.000000 Penalty: 5877.471191
	Iteration 5F: 3 clusters Score -1.904845e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -19055926.000000 Penalty: 5877.471191
	Iteration 6F: 3 clusters Score -1.905593e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -19065870.000000 Penalty: 5877.471191
	Iteration 7F: 3 clusters Score -1.906587e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 126442 members 
Entering Unmasked Estep 
Score: -19076022.000000 Penalty: 5877.471191
	Iteration 8F: 3 clusters Score -1.907602e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -19082648.000000 Penalty: 5877.471191
	Iteration 9F: 3 clusters Score -1.908265e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -19086022.000000 Penalty: 5877.471191
	Iteration 10Q: 3 clusters Score -1.908602e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 139205 members 
Entering Unmasked Estep 
Score: -19087308.000000 Penalty: 5877.471191
	Iteration 11Q: 3 clusters Score -1.908731e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -19087640.000000 Penalty: 5877.471191
	Iteration 12Q: 3 clusters Score -1.908764e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 139692 members 
Entering Unmasked Estep 
Score: -19087826.000000 Penalty: 5877.471191
	Iteration 13Q: 3 clusters Score -1.908783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 139717 members 
Entering Unmasked Estep 
Score: -19087916.000000 Penalty: 5877.471191
	Iteration 14Q: 3 clusters Score -1.908792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -19087950.000000 Penalty: 5877.471191
	Iteration 15Q: 3 clusters Score -1.908795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -19087970.000000 Penalty: 5877.471191
	Iteration 16Q: 3 clusters Score -1.908797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -19087980.000000 Penalty: 5877.471191
	Iteration 17Q: 3 clusters Score -1.908798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -19087998.000000 Penalty: 5877.471191
	Iteration 18Q: 3 clusters Score -1.9088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -19088020.000000 Penalty: 5877.471191
	Iteration 19Q: 3 clusters Score -1.908802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -19088028.000000 Penalty: 5877.471191
	Iteration 20F: 3 clusters Score -1.908803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19088022.000000 Penalty: 5877.471191
	Iteration 21Q: 3 clusters Score -1.908802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -19088034.000000 Penalty: 5877.471191
	Iteration 22Q: 3 clusters Score -1.908803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -19088034.000000 Penalty: 5877.471191
	Iteration 23Q: 3 clusters Score -1.908803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19088042.000000 Penalty: 5877.471191
	Iteration 24Q: 3 clusters Score -1.908804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19088048.000000 Penalty: 5877.471191
	Iteration 25Q: 3 clusters Score -1.908805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -19088046.000000 Penalty: 5877.471191
	Iteration 26Q: 3 clusters Score -1.908805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -19088058.000000 Penalty: 5877.471191
	Iteration 27Q: 3 clusters Score -1.908806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -19088054.000000 Penalty: 5877.471191
	Iteration 28Q: 3 clusters Score -1.908805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -19088054.000000 Penalty: 5877.471191
	Iteration 29F: 3 clusters Score -1.908805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (94305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Entering Unmasked Estep 
Score: -12844729.000000 Penalty: 2840.663818
	Iteration 0F: 2 clusters Score -1.284473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -12781568.000000 Penalty: 5681.327637
	Iteration 0F: 3 clusters Score -1.278157e+07 nChanged 44677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12806800.000000 Penalty: 5681.327637
	Iteration 1F: 3 clusters Score -1.28068e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -12807671.000000 Penalty: 5681.327637
	Iteration 2Q: 3 clusters Score -1.280767e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -12808694.000000 Penalty: 5681.327637
	Iteration 3Q: 3 clusters Score -1.280869e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -12810134.000000 Penalty: 5681.327637
	Iteration 4Q: 3 clusters Score -1.281013e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -12812281.000000 Penalty: 5681.327637
	Iteration 5Q: 3 clusters Score -1.281228e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -12815884.000000 Penalty: 5681.327637
	Iteration 6F: 3 clusters Score -1.281588e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -12821568.000000 Penalty: 5681.327637
	Iteration 7F: 3 clusters Score -1.282157e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -12829105.000000 Penalty: 5681.327637
	Iteration 8F: 3 clusters Score -1.28291e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -12835656.000000 Penalty: 5681.327637
	Iteration 9F: 3 clusters Score -1.283566e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -12839643.000000 Penalty: 5681.327637
	Iteration 10Q: 3 clusters Score -1.283964e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -12841322.000000 Penalty: 5681.327637
	Iteration 11Q: 3 clusters Score -1.284132e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -12841981.000000 Penalty: 5681.327637
	Iteration 12Q: 3 clusters Score -1.284198e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -12842275.000000 Penalty: 5681.327637
	Iteration 13Q: 3 clusters Score -1.284228e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -12842431.000000 Penalty: 5681.327637
	Iteration 14Q: 3 clusters Score -1.284243e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -12842502.000000 Penalty: 5681.327637
	Iteration 15Q: 3 clusters Score -1.28425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -12842538.000000 Penalty: 5681.327637
	Iteration 16Q: 3 clusters Score -1.284254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -12842575.000000 Penalty: 5681.327637
	Iteration 17Q: 3 clusters Score -1.284258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -12842579.000000 Penalty: 5681.327637
	Iteration 18Q: 3 clusters Score -1.284258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -12842598.000000 Penalty: 5681.327637
	Iteration 19Q: 3 clusters Score -1.28426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -12842627.000000 Penalty: 5681.327637
	Iteration 20F: 3 clusters Score -1.284263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -12842636.000000 Penalty: 5681.327637
	Iteration 21Q: 3 clusters Score -1.284264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -12842661.000000 Penalty: 5681.327637
	Iteration 22Q: 3 clusters Score -1.284266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -12842663.000000 Penalty: 5681.327637
	Iteration 23Q: 3 clusters Score -1.284266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -12842679.000000 Penalty: 5681.327637
	Iteration 24Q: 3 clusters Score -1.284268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -12842683.000000 Penalty: 5681.327637
	Iteration 25Q: 3 clusters Score -1.284268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -12842683.000000 Penalty: 5681.327637
	Iteration 26F: 3 clusters Score -1.284268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Entering Unmasked Estep 
Score: -13081011.000000 Penalty: 2846.135986
	Iteration 0F: 2 clusters Score -1.308101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -13016356.000000 Penalty: 5692.271973
	Iteration 0F: 3 clusters Score -1.301636e+07 nChanged 45874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -13042370.000000 Penalty: 5692.271973
	Iteration 1F: 3 clusters Score -1.304237e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -13043090.000000 Penalty: 5692.271973
	Iteration 2Q: 3 clusters Score -1.304309e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -13043880.000000 Penalty: 5692.271973
	Iteration 3Q: 3 clusters Score -1.304388e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -13044736.000000 Penalty: 5692.271973
	Iteration 4Q: 3 clusters Score -1.304474e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -13045978.000000 Penalty: 5692.271973
	Iteration 5Q: 3 clusters Score -1.304598e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -13047575.000000 Penalty: 5692.271973
	Iteration 6Q: 3 clusters Score -1.304758e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -13049595.000000 Penalty: 5692.271973
	Iteration 7Q: 3 clusters Score -1.30496e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -13052011.000000 Penalty: 5692.271973
	Iteration 8F: 3 clusters Score -1.305201e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -13055144.000000 Penalty: 5692.271973
	Iteration 9F: 3 clusters Score -1.305514e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -13058823.000000 Penalty: 5692.271973
	Iteration 10F: 3 clusters Score -1.305882e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -13062751.000000 Penalty: 5692.271973
	Iteration 11F: 3 clusters Score -1.306275e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -13066055.000000 Penalty: 5692.271973
	Iteration 12Q: 3 clusters Score -1.306606e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -13068238.000000 Penalty: 5692.271973
	Iteration 13Q: 3 clusters Score -1.306824e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -13069634.000000 Penalty: 5692.271973
	Iteration 14Q: 3 clusters Score -1.306963e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -13070640.000000 Penalty: 5692.271973
	Iteration 15Q: 3 clusters Score -1.307064e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -13071514.000000 Penalty: 5692.271973
	Iteration 16Q: 3 clusters Score -1.307151e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -13072167.000000 Penalty: 5692.271973
	Iteration 17Q: 3 clusters Score -1.307217e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -13072922.000000 Penalty: 5692.271973
	Iteration 18Q: 3 clusters Score -1.307292e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -13073634.000000 Penalty: 5692.271973
	Iteration 19Q: 3 clusters Score -1.307363e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -13074217.000000 Penalty: 5692.271973
	Iteration 20F: 3 clusters Score -1.307422e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -13074899.000000 Penalty: 5692.271973
	Iteration 21Q: 3 clusters Score -1.30749e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -13075546.000000 Penalty: 5692.271973
	Iteration 22Q: 3 clusters Score -1.307555e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -13076083.000000 Penalty: 5692.271973
	Iteration 23Q: 3 clusters Score -1.307608e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -13076510.000000 Penalty: 5692.271973
	Iteration 24Q: 3 clusters Score -1.307651e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -13076902.000000 Penalty: 5692.271973
	Iteration 25Q: 3 clusters Score -1.30769e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -13077270.000000 Penalty: 5692.271973
	Iteration 26Q: 3 clusters Score -1.307727e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -13077513.000000 Penalty: 5692.271973
	Iteration 27Q: 3 clusters Score -1.307751e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -13077817.000000 Penalty: 5692.271973
	Iteration 28Q: 3 clusters Score -1.307782e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -13077989.000000 Penalty: 5692.271973
	Iteration 29Q: 3 clusters Score -1.307799e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -13078113.000000 Penalty: 5692.271973
	Iteration 30Q: 3 clusters Score -1.307811e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -13078260.000000 Penalty: 5692.271973
	Iteration 31Q: 3 clusters Score -1.307826e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -13078311.000000 Penalty: 5692.271973
	Iteration 32Q: 3 clusters Score -1.307831e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -13078357.000000 Penalty: 5692.271973
	Iteration 33Q: 3 clusters Score -1.307836e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -13078410.000000 Penalty: 5692.271973
	Iteration 34Q: 3 clusters Score -1.307841e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -13078478.000000 Penalty: 5692.271973
	Iteration 35Q: 3 clusters Score -1.307848e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -13078531.000000 Penalty: 5692.271973
	Iteration 36Q: 3 clusters Score -1.307853e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -13078586.000000 Penalty: 5692.271973
	Iteration 37Q: 3 clusters Score -1.307859e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -13078609.000000 Penalty: 5692.271973
	Iteration 38Q: 3 clusters Score -1.307861e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -13078620.000000 Penalty: 5692.271973
	Iteration 39Q: 3 clusters Score -1.307862e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -13078635.000000 Penalty: 5692.271973
	Iteration 40F: 3 clusters Score -1.307864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -13078651.000000 Penalty: 5692.271973
	Iteration 41Q: 3 clusters Score -1.307865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -13078683.000000 Penalty: 5692.271973
	Iteration 42Q: 3 clusters Score -1.307868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -13078679.000000 Penalty: 5692.271973
	Iteration 43Q: 3 clusters Score -1.307868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -13078671.000000 Penalty: 5692.271973
	Iteration 44Q: 3 clusters Score -1.307867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -13078695.000000 Penalty: 5692.271973
	Iteration 45Q: 3 clusters Score -1.30787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -13078705.000000 Penalty: 5692.271973
	Iteration 46Q: 3 clusters Score -1.30787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -13078697.000000 Penalty: 5692.271973
	Iteration 47Q: 3 clusters Score -1.30787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -13078685.000000 Penalty: 5692.271973
	Iteration 48Q: 3 clusters Score -1.307868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -13078695.000000 Penalty: 5692.271973
	Iteration 49Q: 3 clusters Score -1.30787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -13078691.000000 Penalty: 5692.271973
	Iteration 50Q: 3 clusters Score -1.307869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -13078708.000000 Penalty: 5692.271973
	Iteration 51Q: 3 clusters Score -1.307871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -13078705.000000 Penalty: 5692.271973
	Iteration 52Q: 3 clusters Score -1.30787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 94967 members 
Entering Unmasked Estep 
Score: -13078723.000000 Penalty: 5692.271973
	Iteration 53Q: 3 clusters Score -1.307872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -13078733.000000 Penalty: 5692.271973
	Iteration 54Q: 3 clusters Score -1.307873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -13078747.000000 Penalty: 5692.271973
	Iteration 55Q: 3 clusters Score -1.307875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13078749.000000 Penalty: 5692.271973
	Iteration 56Q: 3 clusters Score -1.307875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -13078738.000000 Penalty: 5692.271973
	Iteration 57Q: 3 clusters Score -1.307874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -13078746.000000 Penalty: 5692.271973
	Iteration 58Q: 3 clusters Score -1.307875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -13078758.000000 Penalty: 5692.271973
	Iteration 59Q: 3 clusters Score -1.307876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -13078745.000000 Penalty: 5692.271973
	Iteration 60F: 3 clusters Score -1.307874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Entering Unmasked Estep 
Score: -17969580.000000 Penalty: 2923.328125
	Iteration 0F: 2 clusters Score -1.796958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -17882422.000000 Penalty: 5846.656250
	Iteration 0F: 3 clusters Score -1.788242e+07 nChanged 62578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -17919154.000000 Penalty: 5846.656250
	Iteration 1F: 3 clusters Score -1.791915e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -17920632.000000 Penalty: 5846.656250
	Iteration 2Q: 3 clusters Score -1.792063e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -17922372.000000 Penalty: 5846.656250
	Iteration 3Q: 3 clusters Score -1.792237e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -17924810.000000 Penalty: 5846.656250
	Iteration 4Q: 3 clusters Score -1.792481e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -17928222.000000 Penalty: 5846.656250
	Iteration 5F: 3 clusters Score -1.792822e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -17933172.000000 Penalty: 5846.656250
	Iteration 6F: 3 clusters Score -1.793317e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -17939580.000000 Penalty: 5846.656250
	Iteration 7F: 3 clusters Score -1.793958e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -17945942.000000 Penalty: 5846.656250
	Iteration 8F: 3 clusters Score -1.794594e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -17950284.000000 Penalty: 5846.656250
	Iteration 9F: 3 clusters Score -1.795028e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -17952566.000000 Penalty: 5846.656250
	Iteration 10Q: 3 clusters Score -1.795257e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -17953820.000000 Penalty: 5846.656250
	Iteration 11Q: 3 clusters Score -1.795382e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -17954726.000000 Penalty: 5846.656250
	Iteration 12Q: 3 clusters Score -1.795473e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -17955594.000000 Penalty: 5846.656250
	Iteration 13Q: 3 clusters Score -1.795559e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -17956426.000000 Penalty: 5846.656250
	Iteration 14Q: 3 clusters Score -1.795643e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -17957324.000000 Penalty: 5846.656250
	Iteration 15Q: 3 clusters Score -1.795732e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -17958168.000000 Penalty: 5846.656250
	Iteration 16Q: 3 clusters Score -1.795817e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -17959030.000000 Penalty: 5846.656250
	Iteration 17Q: 3 clusters Score -1.795903e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -17959826.000000 Penalty: 5846.656250
	Iteration 18Q: 3 clusters Score -1.795983e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -17960466.000000 Penalty: 5846.656250
	Iteration 19Q: 3 clusters Score -1.796047e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -17960934.000000 Penalty: 5846.656250
	Iteration 20F: 3 clusters Score -1.796093e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -17961238.000000 Penalty: 5846.656250
	Iteration 21Q: 3 clusters Score -1.796124e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -17961574.000000 Penalty: 5846.656250
	Iteration 22Q: 3 clusters Score -1.796157e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -17961790.000000 Penalty: 5846.656250
	Iteration 23Q: 3 clusters Score -1.796179e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -17962042.000000 Penalty: 5846.656250
	Iteration 24Q: 3 clusters Score -1.796204e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -17962234.000000 Penalty: 5846.656250
	Iteration 25Q: 3 clusters Score -1.796223e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -17962308.000000 Penalty: 5846.656250
	Iteration 26Q: 3 clusters Score -1.796231e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -17962470.000000 Penalty: 5846.656250
	Iteration 27Q: 3 clusters Score -1.796247e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -17962632.000000 Penalty: 5846.656250
	Iteration 28Q: 3 clusters Score -1.796263e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -17962782.000000 Penalty: 5846.656250
	Iteration 29Q: 3 clusters Score -1.796278e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -17962854.000000 Penalty: 5846.656250
	Iteration 30Q: 3 clusters Score -1.796285e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -17962962.000000 Penalty: 5846.656250
	Iteration 31Q: 3 clusters Score -1.796296e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -17963082.000000 Penalty: 5846.656250
	Iteration 32Q: 3 clusters Score -1.796308e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -17963144.000000 Penalty: 5846.656250
	Iteration 33Q: 3 clusters Score -1.796314e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -17963216.000000 Penalty: 5846.656250
	Iteration 34Q: 3 clusters Score -1.796322e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -17963326.000000 Penalty: 5846.656250
	Iteration 35Q: 3 clusters Score -1.796333e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -17963472.000000 Penalty: 5846.656250
	Iteration 36Q: 3 clusters Score -1.796347e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -17963548.000000 Penalty: 5846.656250
	Iteration 37Q: 3 clusters Score -1.796355e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -17963604.000000 Penalty: 5846.656250
	Iteration 38Q: 3 clusters Score -1.79636e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -17963760.000000 Penalty: 5846.656250
	Iteration 39Q: 3 clusters Score -1.796376e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -17963798.000000 Penalty: 5846.656250
	Iteration 40F: 3 clusters Score -1.79638e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -17963978.000000 Penalty: 5846.656250
	Iteration 41Q: 3 clusters Score -1.796398e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -17964088.000000 Penalty: 5846.656250
	Iteration 42Q: 3 clusters Score -1.796409e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -17964170.000000 Penalty: 5846.656250
	Iteration 43Q: 3 clusters Score -1.796417e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -17964218.000000 Penalty: 5846.656250
	Iteration 44Q: 3 clusters Score -1.796422e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -17964286.000000 Penalty: 5846.656250
	Iteration 45Q: 3 clusters Score -1.796429e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -17964464.000000 Penalty: 5846.656250
	Iteration 46Q: 3 clusters Score -1.796446e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -17964648.000000 Penalty: 5846.656250
	Iteration 47Q: 3 clusters Score -1.796465e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -17964782.000000 Penalty: 5846.656250
	Iteration 48Q: 3 clusters Score -1.796478e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -17965056.000000 Penalty: 5846.656250
	Iteration 49Q: 3 clusters Score -1.796506e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -17965288.000000 Penalty: 5846.656250
	Iteration 50Q: 3 clusters Score -1.796529e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -17965632.000000 Penalty: 5846.656250
	Iteration 51Q: 3 clusters Score -1.796563e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -17966072.000000 Penalty: 5846.656250
	Iteration 52Q: 3 clusters Score -1.796607e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -17966566.000000 Penalty: 5846.656250
	Iteration 53Q: 3 clusters Score -1.796657e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 114478 members 
Entering Unmasked Estep 
Score: -17967188.000000 Penalty: 5846.656250
	Iteration 54Q: 3 clusters Score -1.796719e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -17967626.000000 Penalty: 5846.656250
	Iteration 55Q: 3 clusters Score -1.796763e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -17968000.000000 Penalty: 5846.656250
	Iteration 56Q: 3 clusters Score -1.7968e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -17968358.000000 Penalty: 5846.656250
	Iteration 57Q: 3 clusters Score -1.796836e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -17968482.000000 Penalty: 5846.656250
	Iteration 58Q: 3 clusters Score -1.796848e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -17968554.000000 Penalty: 5846.656250
	Iteration 59Q: 3 clusters Score -1.796855e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -17968628.000000 Penalty: 5846.656250
	Iteration 60F: 3 clusters Score -1.796863e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 117988 members 
Entering Unmasked Estep 
Score: -17968726.000000 Penalty: 5846.656250
	Iteration 61Q: 3 clusters Score -1.796873e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -17968744.000000 Penalty: 5846.656250
	Iteration 62Q: 3 clusters Score -1.796874e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -17968774.000000 Penalty: 5846.656250
	Iteration 63Q: 3 clusters Score -1.796877e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -17968786.000000 Penalty: 5846.656250
	Iteration 64Q: 3 clusters Score -1.796879e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 118891 members 
Entering Unmasked Estep 
Score: -17968832.000000 Penalty: 5846.656250
	Iteration 65Q: 3 clusters Score -1.796883e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -17968826.000000 Penalty: 5846.656250
	Iteration 66Q: 3 clusters Score -1.796883e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -17968844.000000 Penalty: 5846.656250
	Iteration 67Q: 3 clusters Score -1.796884e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -17968820.000000 Penalty: 5846.656250
	Iteration 68Q: 3 clusters Score -1.796882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -17968800.000000 Penalty: 5846.656250
	Iteration 69Q: 3 clusters Score -1.79688e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -17968832.000000 Penalty: 5846.656250
	Iteration 70Q: 3 clusters Score -1.796883e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 119520 members 
Entering Unmasked Estep 
Score: -17968828.000000 Penalty: 5846.656250
	Iteration 71Q: 3 clusters Score -1.796883e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -17968834.000000 Penalty: 5846.656250
	Iteration 72Q: 3 clusters Score -1.796883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -17968820.000000 Penalty: 5846.656250
	Iteration 73Q: 3 clusters Score -1.796882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -17968828.000000 Penalty: 5846.656250
	Iteration 74Q: 3 clusters Score -1.796883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -17968826.000000 Penalty: 5846.656250
	Iteration 75Q: 3 clusters Score -1.796883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 119688 members 
Entering Unmasked Estep 
Score: -17968842.000000 Penalty: 5846.656250
	Iteration 76Q: 3 clusters Score -1.796884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 119707 members 
Entering Unmasked Estep 
Score: -17968838.000000 Penalty: 5846.656250
	Iteration 77Q: 3 clusters Score -1.796884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -17968832.000000 Penalty: 5846.656250
	Iteration 78Q: 3 clusters Score -1.796883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -17968838.000000 Penalty: 5846.656250
	Iteration 79Q: 3 clusters Score -1.796884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -17968846.000000 Penalty: 5846.656250
	Iteration 80F: 3 clusters Score -1.796885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -17968850.000000 Penalty: 5846.656250
	Iteration 81Q: 3 clusters Score -1.796885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 119754 members 
Entering Unmasked Estep 
Score: -17968856.000000 Penalty: 5846.656250
	Iteration 82Q: 3 clusters Score -1.796886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -17968852.000000 Penalty: 5846.656250
	Iteration 83Q: 3 clusters Score -1.796885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -17968846.000000 Penalty: 5846.656250
	Iteration 84Q: 3 clusters Score -1.796885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -17968858.000000 Penalty: 5846.656250
	Iteration 85Q: 3 clusters Score -1.796886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -17968862.000000 Penalty: 5846.656250
	Iteration 86Q: 3 clusters Score -1.796886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -17968858.000000 Penalty: 5846.656250
	Iteration 87Q: 3 clusters Score -1.796886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -17968880.000000 Penalty: 5846.656250
	Iteration 88Q: 3 clusters Score -1.796888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -17968872.000000 Penalty: 5846.656250
	Iteration 89Q: 3 clusters Score -1.796887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 119829 members 
Entering Unmasked Estep 
Score: -17968876.000000 Penalty: 5846.656250
	Iteration 90Q: 3 clusters Score -1.796888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -17968866.000000 Penalty: 5846.656250
	Iteration 91Q: 3 clusters Score -1.796887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -17968876.000000 Penalty: 5846.656250
	Iteration 92Q: 3 clusters Score -1.796888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -17968874.000000 Penalty: 5846.656250
	Iteration 93Q: 3 clusters Score -1.796887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -17968896.000000 Penalty: 5846.656250
	Iteration 94Q: 3 clusters Score -1.79689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -17968878.000000 Penalty: 5846.656250
	Iteration 95Q: 3 clusters Score -1.796888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -17968870.000000 Penalty: 5846.656250
	Iteration 96Q: 3 clusters Score -1.796887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -17968868.000000 Penalty: 5846.656250
	Iteration 97Q: 3 clusters Score -1.796887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -17968864.000000 Penalty: 5846.656250
	Iteration 98Q: 3 clusters Score -1.796886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 119952 members 
Entering Unmasked Estep 
Score: -17968866.000000 Penalty: 5846.656250
	Iteration 99Q: 3 clusters Score -1.796887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -17968860.000000 Penalty: 5846.656250
	Iteration 100F: 3 clusters Score -1.796886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 119971 members 
Entering Unmasked Estep 
Score: -17968874.000000 Penalty: 5846.656250
	Iteration 101Q: 3 clusters Score -1.796887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -17968884.000000 Penalty: 5846.656250
	Iteration 102Q: 3 clusters Score -1.796888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -17968876.000000 Penalty: 5846.656250
	Iteration 103Q: 3 clusters Score -1.796888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -17968890.000000 Penalty: 5846.656250
	Iteration 104Q: 3 clusters Score -1.796889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -17968886.000000 Penalty: 5846.656250
	Iteration 105Q: 3 clusters Score -1.796889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -17968878.000000 Penalty: 5846.656250
	Iteration 106Q: 3 clusters Score -1.796888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -17968872.000000 Penalty: 5846.656250
	Iteration 107Q: 3 clusters Score -1.796887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -17968890.000000 Penalty: 5846.656250
	Iteration 108Q: 3 clusters Score -1.796889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -17968882.000000 Penalty: 5846.656250
	Iteration 109Q: 3 clusters Score -1.796888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -17968876.000000 Penalty: 5846.656250
	Iteration 110Q: 3 clusters Score -1.796888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -17968858.000000 Penalty: 5846.656250
	Iteration 111Q: 3 clusters Score -1.796886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -17968866.000000 Penalty: 5846.656250
	Iteration 112Q: 3 clusters Score -1.796887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -17968870.000000 Penalty: 5846.656250
	Iteration 113Q: 3 clusters Score -1.796887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -17968868.000000 Penalty: 5846.656250
	Iteration 114Q: 3 clusters Score -1.796887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -17968868.000000 Penalty: 5846.656250
	Iteration 115F: 3 clusters Score -1.796887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -33538.359375 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -33538.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32391.640625 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -32391.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32515.937500 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -32515.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32586.375000 Penalty: 2800.141602
	Iteration 2F: 3 clusters Score -32586.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32603.425781 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -32603.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32605.933594 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -32605.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32622.056641 Penalty: 2800.141602
	Iteration 5Q: 3 clusters Score -32622.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32639.798828 Penalty: 2800.141602
	Iteration 6Q: 3 clusters Score -32639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32650.982422 Penalty: 2800.141602
	Iteration 7Q: 3 clusters Score -32650.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32662.505859 Penalty: 2800.141602
	Iteration 8Q: 3 clusters Score -32662.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32663.679688 Penalty: 2800.141602
	Iteration 9Q: 3 clusters Score -32663.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32663.679688 Penalty: 2800.141602
	Iteration 10F: 3 clusters Score -32663.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -292259.500000 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -292259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289449.375000 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -289449.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289981.937500 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -289981.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -290147.500000 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -290147.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290263.000000 Penalty: 3833.730713
	Iteration 3Q: 3 clusters Score -290263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -290343.687500 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -290343.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290398.218750 Penalty: 3833.730713
	Iteration 5Q: 3 clusters Score -290398.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -290440.093750 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -290440.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290472.843750 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -290472.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -290496.812500 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -290496.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -290520.625000 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -290520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -290539.156250 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -290539.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -290552.125000 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -290552.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290561.625000 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -290561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290570.250000 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -290570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -290577.906250 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -290577.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -290587.406250 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -290587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -290593.781250 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -290593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290604.406250 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -290604.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290612.218750 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -290612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -290616.406250 Penalty: 3833.730713
	Iteration 19Q: 3 clusters Score -290616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290619.843750 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -290619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290626.375000 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -290626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290633.093750 Penalty: 3833.730713
	Iteration 22Q: 3 clusters Score -290633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -290638.468750 Penalty: 3833.730713
	Iteration 23Q: 3 clusters Score -290638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290641.031250 Penalty: 3833.730713
	Iteration 24Q: 3 clusters Score -290641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290643.843750 Penalty: 3833.730713
	Iteration 25Q: 3 clusters Score -290643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290646.531250 Penalty: 3833.730713
	Iteration 26Q: 3 clusters Score -290646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290650.375000 Penalty: 3833.730713
	Iteration 27Q: 3 clusters Score -290650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290652.062500 Penalty: 3833.730713
	Iteration 28Q: 3 clusters Score -290652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -290654.125000 Penalty: 3833.730713
	Iteration 29Q: 3 clusters Score -290654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290658.437500 Penalty: 3833.730713
	Iteration 30Q: 3 clusters Score -290658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290663.187500 Penalty: 3833.730713
	Iteration 31Q: 3 clusters Score -290663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -290666.000000 Penalty: 3833.730713
	Iteration 32Q: 3 clusters Score -290666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -290666.812500 Penalty: 3833.730713
	Iteration 33Q: 3 clusters Score -290666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -290667.125000 Penalty: 3833.730713
	Iteration 34Q: 3 clusters Score -290667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -290667.125000 Penalty: 3833.730713
	Iteration 35F: 3 clusters Score -290667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196593 members 
Entering Unmasked Estep 
Score: -26921908.000000 Penalty: 3022.844727
	Iteration 0F: 2 clusters Score -2.692191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -26795864.000000 Penalty: 6045.689453
	Iteration 0F: 3 clusters Score -2.679586e+07 nChanged 94519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -26851434.000000 Penalty: 6045.689453
	Iteration 1F: 3 clusters Score -2.685143e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -26852142.000000 Penalty: 6045.689453
	Iteration 2Q: 3 clusters Score -2.685214e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -26853474.000000 Penalty: 6045.689453
	Iteration 3Q: 3 clusters Score -2.685347e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -26855126.000000 Penalty: 6045.689453
	Iteration 4Q: 3 clusters Score -2.685513e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -26857688.000000 Penalty: 6045.689453
	Iteration 5Q: 3 clusters Score -2.685769e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -26861742.000000 Penalty: 6045.689453
	Iteration 6Q: 3 clusters Score -2.686174e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -26868328.000000 Penalty: 6045.689453
	Iteration 7F: 3 clusters Score -2.686833e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -26877438.000000 Penalty: 6045.689453
	Iteration 8F: 3 clusters Score -2.687744e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -26887468.000000 Penalty: 6045.689453
	Iteration 9F: 3 clusters Score -2.688747e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -26895482.000000 Penalty: 6045.689453
	Iteration 10F: 3 clusters Score -2.689548e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -26900332.000000 Penalty: 6045.689453
	Iteration 11Q: 3 clusters Score -2.690033e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -26902552.000000 Penalty: 6045.689453
	Iteration 12Q: 3 clusters Score -2.690255e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -26904382.000000 Penalty: 6045.689453
	Iteration 13Q: 3 clusters Score -2.690438e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -26905904.000000 Penalty: 6045.689453
	Iteration 14Q: 3 clusters Score -2.69059e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -26907430.000000 Penalty: 6045.689453
	Iteration 15Q: 3 clusters Score -2.690743e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 171048 members 
Entering Unmasked Estep 
Score: -26908902.000000 Penalty: 6045.689453
	Iteration 16Q: 3 clusters Score -2.69089e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -26910492.000000 Penalty: 6045.689453
	Iteration 17Q: 3 clusters Score -2.691049e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -26911666.000000 Penalty: 6045.689453
	Iteration 18Q: 3 clusters Score -2.691167e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -26912922.000000 Penalty: 6045.689453
	Iteration 19Q: 3 clusters Score -2.691292e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 181258 members 
Entering Unmasked Estep 
Score: -26913928.000000 Penalty: 6045.689453
	Iteration 20F: 3 clusters Score -2.691393e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 183031 members 
Entering Unmasked Estep 
Score: -26914920.000000 Penalty: 6045.689453
	Iteration 21Q: 3 clusters Score -2.691492e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -26915622.000000 Penalty: 6045.689453
	Iteration 22Q: 3 clusters Score -2.691562e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 185901 members 
Entering Unmasked Estep 
Score: -26916284.000000 Penalty: 6045.689453
	Iteration 23Q: 3 clusters Score -2.691628e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 187019 members 
Entering Unmasked Estep 
Score: -26916944.000000 Penalty: 6045.689453
	Iteration 24Q: 3 clusters Score -2.691694e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 187926 members 
Entering Unmasked Estep 
Score: -26917550.000000 Penalty: 6045.689453
	Iteration 25Q: 3 clusters Score -2.691755e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 188740 members 
Entering Unmasked Estep 
Score: -26917972.000000 Penalty: 6045.689453
	Iteration 26Q: 3 clusters Score -2.691797e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -26918154.000000 Penalty: 6045.689453
	Iteration 27Q: 3 clusters Score -2.691815e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 189940 members 
Entering Unmasked Estep 
Score: -26918360.000000 Penalty: 6045.689453
	Iteration 28Q: 3 clusters Score -2.691836e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -26918576.000000 Penalty: 6045.689453
	Iteration 29Q: 3 clusters Score -2.691858e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 190833 members 
Entering Unmasked Estep 
Score: -26918776.000000 Penalty: 6045.689453
	Iteration 30Q: 3 clusters Score -2.691878e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 191195 members 
Entering Unmasked Estep 
Score: -26918942.000000 Penalty: 6045.689453
	Iteration 31Q: 3 clusters Score -2.691894e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -26919000.000000 Penalty: 6045.689453
	Iteration 32Q: 3 clusters Score -2.6919e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 191809 members 
Entering Unmasked Estep 
Score: -26919112.000000 Penalty: 6045.689453
	Iteration 33Q: 3 clusters Score -2.691911e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 192094 members 
Entering Unmasked Estep 
Score: -26919172.000000 Penalty: 6045.689453
	Iteration 34Q: 3 clusters Score -2.691917e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 192332 members 
Entering Unmasked Estep 
Score: -26919248.000000 Penalty: 6045.689453
	Iteration 35Q: 3 clusters Score -2.691925e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 192568 members 
Entering Unmasked Estep 
Score: -26919358.000000 Penalty: 6045.689453
	Iteration 36Q: 3 clusters Score -2.691936e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 192758 members 
Entering Unmasked Estep 
Score: -26919368.000000 Penalty: 6045.689453
	Iteration 37Q: 3 clusters Score -2.691937e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 192934 members 
Entering Unmasked Estep 
Score: -26919336.000000 Penalty: 6045.689453
	Iteration 38Q: 3 clusters Score -2.691934e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 193088 members 
Entering Unmasked Estep 
Score: -26919412.000000 Penalty: 6045.689453
	Iteration 39Q: 3 clusters Score -2.691941e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 193242 members 
Entering Unmasked Estep 
Score: -26919402.000000 Penalty: 6045.689453
	Iteration 40F: 3 clusters Score -2.69194e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 193385 members 
Entering Unmasked Estep 
Score: -26919388.000000 Penalty: 6045.689453
	Iteration 41Q: 3 clusters Score -2.691939e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 193516 members 
Entering Unmasked Estep 
Score: -26919400.000000 Penalty: 6045.689453
	Iteration 42Q: 3 clusters Score -2.69194e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -26919444.000000 Penalty: 6045.689453
	Iteration 43Q: 3 clusters Score -2.691944e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 193728 members 
Entering Unmasked Estep 
Score: -26919456.000000 Penalty: 6045.689453
	Iteration 44Q: 3 clusters Score -2.691946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 193822 members 
Entering Unmasked Estep 
Score: -26919454.000000 Penalty: 6045.689453
	Iteration 45Q: 3 clusters Score -2.691945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 193897 members 
Entering Unmasked Estep 
Score: -26919480.000000 Penalty: 6045.689453
	Iteration 46Q: 3 clusters Score -2.691948e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 193970 members 
Entering Unmasked Estep 
Score: -26919490.000000 Penalty: 6045.689453
	Iteration 47Q: 3 clusters Score -2.691949e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 194028 members 
Entering Unmasked Estep 
Score: -26919504.000000 Penalty: 6045.689453
	Iteration 48Q: 3 clusters Score -2.69195e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 194084 members 
Entering Unmasked Estep 
Score: -26919446.000000 Penalty: 6045.689453
	Iteration 49Q: 3 clusters Score -2.691945e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 194147 members 
Entering Unmasked Estep 
Score: -26919450.000000 Penalty: 6045.689453
	Iteration 50Q: 3 clusters Score -2.691945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 194200 members 
Entering Unmasked Estep 
Score: -26919462.000000 Penalty: 6045.689453
	Iteration 51Q: 3 clusters Score -2.691946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 194250 members 
Entering Unmasked Estep 
Score: -26919458.000000 Penalty: 6045.689453
	Iteration 52Q: 3 clusters Score -2.691946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 194301 members 
Entering Unmasked Estep 
Score: -26919492.000000 Penalty: 6045.689453
	Iteration 53Q: 3 clusters Score -2.691949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 194338 members 
Entering Unmasked Estep 
Score: -26919506.000000 Penalty: 6045.689453
	Iteration 54Q: 3 clusters Score -2.691951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 194375 members 
Entering Unmasked Estep 
Score: -26919566.000000 Penalty: 6045.689453
	Iteration 55Q: 3 clusters Score -2.691957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 194406 members 
Entering Unmasked Estep 
Score: -26919554.000000 Penalty: 6045.689453
	Iteration 56Q: 3 clusters Score -2.691955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 194430 members 
Entering Unmasked Estep 
Score: -26919520.000000 Penalty: 6045.689453
	Iteration 57Q: 3 clusters Score -2.691952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -26919518.000000 Penalty: 6045.689453
	Iteration 58Q: 3 clusters Score -2.691952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 194480 members 
Entering Unmasked Estep 
Score: -26919524.000000 Penalty: 6045.689453
	Iteration 59Q: 3 clusters Score -2.691952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 60F: 3 clusters Score -2.691954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 194522 members 
Entering Unmasked Estep 
Score: -26919512.000000 Penalty: 6045.689453
	Iteration 61Q: 3 clusters Score -2.691951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -26919508.000000 Penalty: 6045.689453
	Iteration 62Q: 3 clusters Score -2.691951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 194560 members 
Entering Unmasked Estep 
Score: -26919526.000000 Penalty: 6045.689453
	Iteration 63Q: 3 clusters Score -2.691953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 194585 members 
Entering Unmasked Estep 
Score: -26919502.000000 Penalty: 6045.689453
	Iteration 64Q: 3 clusters Score -2.69195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 194615 members 
Entering Unmasked Estep 
Score: -26919510.000000 Penalty: 6045.689453
	Iteration 65Q: 3 clusters Score -2.691951e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 194649 members 
Entering Unmasked Estep 
Score: -26919520.000000 Penalty: 6045.689453
	Iteration 66Q: 3 clusters Score -2.691952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 194682 members 
Entering Unmasked Estep 
Score: -26919526.000000 Penalty: 6045.689453
	Iteration 67Q: 3 clusters Score -2.691953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 194714 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 68Q: 3 clusters Score -2.691953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -26919526.000000 Penalty: 6045.689453
	Iteration 69Q: 3 clusters Score -2.691953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 194761 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 70Q: 3 clusters Score -2.691953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 194775 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 71Q: 3 clusters Score -2.691953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 194789 members 
Entering Unmasked Estep 
Score: -26919568.000000 Penalty: 6045.689453
	Iteration 72Q: 3 clusters Score -2.691957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 194794 members 
Entering Unmasked Estep 
Score: -26919550.000000 Penalty: 6045.689453
	Iteration 73Q: 3 clusters Score -2.691955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
Score: -26919568.000000 Penalty: 6045.689453
	Iteration 74Q: 3 clusters Score -2.691957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 194815 members 
Entering Unmasked Estep 
Score: -26919560.000000 Penalty: 6045.689453
	Iteration 75Q: 3 clusters Score -2.691956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 194821 members 
Entering Unmasked Estep 
Score: -26919566.000000 Penalty: 6045.689453
	Iteration 76Q: 3 clusters Score -2.691957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 194826 members 
Entering Unmasked Estep 
Score: -26919574.000000 Penalty: 6045.689453
	Iteration 77Q: 3 clusters Score -2.691957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 194834 members 
Entering Unmasked Estep 
Score: -26919572.000000 Penalty: 6045.689453
	Iteration 78Q: 3 clusters Score -2.691957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 194838 members 
Entering Unmasked Estep 
Score: -26919558.000000 Penalty: 6045.689453
	Iteration 79Q: 3 clusters Score -2.691956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 194843 members 
Entering Unmasked Estep 
Score: -26919578.000000 Penalty: 6045.689453
	Iteration 80F: 3 clusters Score -2.691958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 194849 members 
Entering Unmasked Estep 
Score: -26919582.000000 Penalty: 6045.689453
	Iteration 81Q: 3 clusters Score -2.691958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 194856 members 
Entering Unmasked Estep 
Score: -26919576.000000 Penalty: 6045.689453
	Iteration 82Q: 3 clusters Score -2.691958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 194859 members 
Entering Unmasked Estep 
Score: -26919570.000000 Penalty: 6045.689453
	Iteration 83Q: 3 clusters Score -2.691957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -26919576.000000 Penalty: 6045.689453
	Iteration 84Q: 3 clusters Score -2.691958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 194869 members 
Entering Unmasked Estep 
Score: -26919574.000000 Penalty: 6045.689453
	Iteration 85Q: 3 clusters Score -2.691957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 194873 members 
Entering Unmasked Estep 
Score: -26919578.000000 Penalty: 6045.689453
	Iteration 86Q: 3 clusters Score -2.691958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 194878 members 
Entering Unmasked Estep 
Score: -26919592.000000 Penalty: 6045.689453
	Iteration 87Q: 3 clusters Score -2.691959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 194881 members 
Entering Unmasked Estep 
Score: -26919578.000000 Penalty: 6045.689453
	Iteration 88Q: 3 clusters Score -2.691958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 194887 members 
Entering Unmasked Estep 
Score: -26919564.000000 Penalty: 6045.689453
	Iteration 89Q: 3 clusters Score -2.691956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 194892 members 
Entering Unmasked Estep 
Score: -26919566.000000 Penalty: 6045.689453
	Iteration 90Q: 3 clusters Score -2.691957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 194897 members 
Entering Unmasked Estep 
Score: -26919560.000000 Penalty: 6045.689453
	Iteration 91Q: 3 clusters Score -2.691956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 194902 members 
Entering Unmasked Estep 
Score: -26919580.000000 Penalty: 6045.689453
	Iteration 92Q: 3 clusters Score -2.691958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 194905 members 
Entering Unmasked Estep 
Score: -26919582.000000 Penalty: 6045.689453
	Iteration 93Q: 3 clusters Score -2.691958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 194908 members 
Entering Unmasked Estep 
Score: -26919570.000000 Penalty: 6045.689453
	Iteration 94Q: 3 clusters Score -2.691957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 194912 members 
Entering Unmasked Estep 
Score: -26919582.000000 Penalty: 6045.689453
	Iteration 95Q: 3 clusters Score -2.691958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 194914 members 
Entering Unmasked Estep 
Score: -26919572.000000 Penalty: 6045.689453
	Iteration 96Q: 3 clusters Score -2.691957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -26919572.000000 Penalty: 6045.689453
	Iteration 97Q: 3 clusters Score -2.691957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 194930 members 
Entering Unmasked Estep 
Score: -26919568.000000 Penalty: 6045.689453
	Iteration 98Q: 3 clusters Score -2.691957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 194943 members 
Entering Unmasked Estep 
Score: -26919604.000000 Penalty: 6045.689453
	Iteration 99Q: 3 clusters Score -2.69196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 194955 members 
Entering Unmasked Estep 
Score: -26919596.000000 Penalty: 6045.689453
	Iteration 100F: 3 clusters Score -2.69196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 194968 members 
Entering Unmasked Estep 
Score: -26919596.000000 Penalty: 6045.689453
	Iteration 101Q: 3 clusters Score -2.69196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -26919594.000000 Penalty: 6045.689453
	Iteration 102Q: 3 clusters Score -2.691959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 194976 members 
Entering Unmasked Estep 
Score: -26919588.000000 Penalty: 6045.689453
	Iteration 103Q: 3 clusters Score -2.691959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -26919606.000000 Penalty: 6045.689453
	Iteration 104Q: 3 clusters Score -2.691961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 194989 members 
Entering Unmasked Estep 
Score: -26919598.000000 Penalty: 6045.689453
	Iteration 105Q: 3 clusters Score -2.69196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -26919600.000000 Penalty: 6045.689453
	Iteration 106Q: 3 clusters Score -2.69196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 195003 members 
Entering Unmasked Estep 
Score: -26919584.000000 Penalty: 6045.689453
	Iteration 107Q: 3 clusters Score -2.691958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -26919578.000000 Penalty: 6045.689453
	Iteration 108Q: 3 clusters Score -2.691958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 109Q: 3 clusters Score -2.691955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -26919576.000000 Penalty: 6045.689453
	Iteration 110Q: 3 clusters Score -2.691958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 195029 members 
Entering Unmasked Estep 
Score: -26919558.000000 Penalty: 6045.689453
	Iteration 111Q: 3 clusters Score -2.691956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -26919544.000000 Penalty: 6045.689453
	Iteration 112Q: 3 clusters Score -2.691954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 195047 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 113Q: 3 clusters Score -2.691955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 195057 members 
Entering Unmasked Estep 
Score: -26919550.000000 Penalty: 6045.689453
	Iteration 114Q: 3 clusters Score -2.691955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 195067 members 
Entering Unmasked Estep 
Score: -26919556.000000 Penalty: 6045.689453
	Iteration 115Q: 3 clusters Score -2.691956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -26919560.000000 Penalty: 6045.689453
	Iteration 116Q: 3 clusters Score -2.691956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 195081 members 
Entering Unmasked Estep 
Score: -26919572.000000 Penalty: 6045.689453
	Iteration 117Q: 3 clusters Score -2.691957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -26919544.000000 Penalty: 6045.689453
	Iteration 118Q: 3 clusters Score -2.691954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 195097 members 
Entering Unmasked Estep 
Score: -26919526.000000 Penalty: 6045.689453
	Iteration 119Q: 3 clusters Score -2.691953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 195100 members 
Entering Unmasked Estep 
Score: -26919530.000000 Penalty: 6045.689453
	Iteration 120F: 3 clusters Score -2.691953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 195106 members 
Entering Unmasked Estep 
Score: -26919534.000000 Penalty: 6045.689453
	Iteration 121Q: 3 clusters Score -2.691953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 195115 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 122Q: 3 clusters Score -2.691954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 195127 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 123Q: 3 clusters Score -2.691955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195146 members 
Entering Unmasked Estep 
Score: -26919566.000000 Penalty: 6045.689453
	Iteration 124Q: 3 clusters Score -2.691957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 195155 members 
Entering Unmasked Estep 
Score: -26919576.000000 Penalty: 6045.689453
	Iteration 125Q: 3 clusters Score -2.691958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -26919582.000000 Penalty: 6045.689453
	Iteration 126Q: 3 clusters Score -2.691958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 195171 members 
Entering Unmasked Estep 
Score: -26919556.000000 Penalty: 6045.689453
	Iteration 127Q: 3 clusters Score -2.691956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 195176 members 
Entering Unmasked Estep 
Score: -26919538.000000 Penalty: 6045.689453
	Iteration 128Q: 3 clusters Score -2.691954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
Score: -26919538.000000 Penalty: 6045.689453
	Iteration 129Q: 3 clusters Score -2.691954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 195188 members 
Entering Unmasked Estep 
Score: -26919522.000000 Penalty: 6045.689453
	Iteration 130Q: 3 clusters Score -2.691952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 195190 members 
Entering Unmasked Estep 
Score: -26919516.000000 Penalty: 6045.689453
	Iteration 131Q: 3 clusters Score -2.691952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 132Q: 3 clusters Score -2.691953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 195197 members 
Entering Unmasked Estep 
Score: -26919538.000000 Penalty: 6045.689453
	Iteration 133Q: 3 clusters Score -2.691954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 195199 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 134Q: 3 clusters Score -2.691954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
Score: -26919550.000000 Penalty: 6045.689453
	Iteration 135Q: 3 clusters Score -2.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 195201 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 136Q: 3 clusters Score -2.691954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 137Q: 3 clusters Score -2.691954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 195204 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 138Q: 3 clusters Score -2.691955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 139Q: 3 clusters Score -2.691955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 195211 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 140F: 3 clusters Score -2.691955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 195214 members 
Entering Unmasked Estep 
Score: -26919556.000000 Penalty: 6045.689453
	Iteration 141Q: 3 clusters Score -2.691956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 195218 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 142Q: 3 clusters Score -2.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 195219 members 
Entering Unmasked Estep 
Score: -26919542.000000 Penalty: 6045.689453
	Iteration 143Q: 3 clusters Score -2.691954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 195220 members 
Entering Unmasked Estep 
Score: -26919540.000000 Penalty: 6045.689453
	Iteration 144Q: 3 clusters Score -2.691954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 195222 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 145Q: 3 clusters Score -2.691953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 195224 members 
Entering Unmasked Estep 
Score: -26919528.000000 Penalty: 6045.689453
	Iteration 146Q: 3 clusters Score -2.691953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 195226 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 147Q: 3 clusters Score -2.691953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 195230 members 
Entering Unmasked Estep 
Score: -26919530.000000 Penalty: 6045.689453
	Iteration 148Q: 3 clusters Score -2.691953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 195236 members 
Entering Unmasked Estep 
Score: -26919532.000000 Penalty: 6045.689453
	Iteration 149Q: 3 clusters Score -2.691953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 195240 members 
Entering Unmasked Estep 
Score: -26919540.000000 Penalty: 6045.689453
	Iteration 150Q: 3 clusters Score -2.691954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 195242 members 
Entering Unmasked Estep 
Score: -26919538.000000 Penalty: 6045.689453
	Iteration 151Q: 3 clusters Score -2.691954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 195245 members 
Entering Unmasked Estep 
Score: -26919536.000000 Penalty: 6045.689453
	Iteration 152Q: 3 clusters Score -2.691954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 195246 members 
Entering Unmasked Estep 
Score: -26919548.000000 Penalty: 6045.689453
	Iteration 153Q: 3 clusters Score -2.691955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 195249 members 
Entering Unmasked Estep 
Score: -26919554.000000 Penalty: 6045.689453
	Iteration 154Q: 3 clusters Score -2.691955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 195250 members 
Entering Unmasked Estep 
Score: -26919572.000000 Penalty: 6045.689453
	Iteration 155Q: 3 clusters Score -2.691957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 195251 members 
Entering Unmasked Estep 
Score: -26919582.000000 Penalty: 6045.689453
	Iteration 156Q: 3 clusters Score -2.691958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 195252 members 
Entering Unmasked Estep 
Score: -26919574.000000 Penalty: 6045.689453
	Iteration 157Q: 3 clusters Score -2.691957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 195252 members 
Entering Unmasked Estep 
Score: -26919574.000000 Penalty: 6045.689453
	Iteration 158F: 3 clusters Score -2.691957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -70173.937500 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -70173.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68648.687500 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -68648.69 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68922.226562 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -68922.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69095.859375 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -69095.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69262.570312 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -69262.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69405.945312 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -69405.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69517.742188 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -69517.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69559.765625 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -69559.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69584.226562 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -69584.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69650.335938 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -69650.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69790.875000 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -69790.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69988.750000 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -69988.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70340.421875 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -70340.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70384.992188 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -70384.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70395.257812 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -70395.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70396.492188 Penalty: 3176.993408
	Iteration 14F: 3 clusters Score -70396.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70405.460938 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -70405.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70440.812500 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -70440.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70501.453125 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -70501.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70613.445312 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -70613.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70652.187500 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -70652.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70663.851562 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -70663.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70672.921875 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -70672.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70674.500000 Penalty: 3176.993408
	Iteration 22Q: 3 clusters Score -70674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70674.500000 Penalty: 3176.993408
	Iteration 23F: 3 clusters Score -70674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94305 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 196 members 
Entering Unmasked Estep 
Score: -134134368.000000 Penalty: 96006.398438
Splitting cluster 19 changes total score from -134135688.000000 to -134134368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (54057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Entering Unmasked Estep 
Score: -6885756.000000 Penalty: 2702.653076
	Iteration 0F: 2 clusters Score -6885756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6849198.500000 Penalty: 5405.306152
	Iteration 0F: 3 clusters Score -6849198 nChanged 25063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -6863302.500000 Penalty: 5405.306152
	Iteration 1F: 3 clusters Score -6863302 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -6864328.000000 Penalty: 5405.306152
	Iteration 2Q: 3 clusters Score -6864328 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -6865385.500000 Penalty: 5405.306152
	Iteration 3Q: 3 clusters Score -6865386 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6866739.000000 Penalty: 5405.306152
	Iteration 4F: 3 clusters Score -6866739 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6868127.000000 Penalty: 5405.306152
	Iteration 5F: 3 clusters Score -6868127 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6869739.500000 Penalty: 5405.306152
	Iteration 6F: 3 clusters Score -6869740 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -6871469.500000 Penalty: 5405.306152
	Iteration 7F: 3 clusters Score -6871470 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6873350.500000 Penalty: 5405.306152
	Iteration 8F: 3 clusters Score -6873350 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6875242.000000 Penalty: 5405.306152
	Iteration 9F: 3 clusters Score -6875242 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -6876796.500000 Penalty: 5405.306152
	Iteration 10Q: 3 clusters Score -6876796 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -6877953.500000 Penalty: 5405.306152
	Iteration 11Q: 3 clusters Score -6877954 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6878678.000000 Penalty: 5405.306152
	Iteration 12Q: 3 clusters Score -6878678 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -6879138.500000 Penalty: 5405.306152
	Iteration 13Q: 3 clusters Score -6879138 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -6879530.500000 Penalty: 5405.306152
	Iteration 14Q: 3 clusters Score -6879530 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6879874.000000 Penalty: 5405.306152
	Iteration 15Q: 3 clusters Score -6879874 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -6880142.500000 Penalty: 5405.306152
	Iteration 16Q: 3 clusters Score -6880142 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -6880431.000000 Penalty: 5405.306152
	Iteration 17Q: 3 clusters Score -6880431 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6880717.500000 Penalty: 5405.306152
	Iteration 18Q: 3 clusters Score -6880718 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6881079.500000 Penalty: 5405.306152
	Iteration 19Q: 3 clusters Score -6881080 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6881415.500000 Penalty: 5405.306152
	Iteration 20F: 3 clusters Score -6881416 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -6881757.500000 Penalty: 5405.306152
	Iteration 21Q: 3 clusters Score -6881758 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6882141.000000 Penalty: 5405.306152
	Iteration 22Q: 3 clusters Score -6882141 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6882506.500000 Penalty: 5405.306152
	Iteration 23Q: 3 clusters Score -6882506 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -6882791.500000 Penalty: 5405.306152
	Iteration 24Q: 3 clusters Score -6882792 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -6883095.500000 Penalty: 5405.306152
	Iteration 25Q: 3 clusters Score -6883096 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6883430.500000 Penalty: 5405.306152
	Iteration 26Q: 3 clusters Score -6883430 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -6883713.000000 Penalty: 5405.306152
	Iteration 27Q: 3 clusters Score -6883713 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -6883934.500000 Penalty: 5405.306152
	Iteration 28Q: 3 clusters Score -6883934 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6884132.500000 Penalty: 5405.306152
	Iteration 29Q: 3 clusters Score -6884132 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -6884255.500000 Penalty: 5405.306152
	Iteration 30Q: 3 clusters Score -6884256 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -6884360.000000 Penalty: 5405.306152
	Iteration 31Q: 3 clusters Score -6884360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -6884480.000000 Penalty: 5405.306152
	Iteration 32Q: 3 clusters Score -6884480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -6884587.000000 Penalty: 5405.306152
	Iteration 33Q: 3 clusters Score -6884587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6884698.000000 Penalty: 5405.306152
	Iteration 34Q: 3 clusters Score -6884698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6884773.500000 Penalty: 5405.306152
	Iteration 35Q: 3 clusters Score -6884774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6884824.500000 Penalty: 5405.306152
	Iteration 36Q: 3 clusters Score -6884824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -6884872.500000 Penalty: 5405.306152
	Iteration 37Q: 3 clusters Score -6884872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6884897.500000 Penalty: 5405.306152
	Iteration 38Q: 3 clusters Score -6884898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6884904.000000 Penalty: 5405.306152
	Iteration 39Q: 3 clusters Score -6884904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6884913.500000 Penalty: 5405.306152
	Iteration 40F: 3 clusters Score -6884914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -6884905.000000 Penalty: 5405.306152
	Iteration 41Q: 3 clusters Score -6884905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6884906.500000 Penalty: 5405.306152
	Iteration 42Q: 3 clusters Score -6884906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6884911.000000 Penalty: 5405.306152
	Iteration 43Q: 3 clusters Score -6884911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -6884910.000000 Penalty: 5405.306152
	Iteration 44Q: 3 clusters Score -6884910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6884910.500000 Penalty: 5405.306152
	Iteration 45Q: 3 clusters Score -6884910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6884910.500000 Penalty: 5405.306152
	Iteration 46F: 3 clusters Score -6884910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Entering Unmasked Estep 
Score: -2067709.250000 Penalty: 2389.403564
	Iteration 0F: 2 clusters Score -2067709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2056627.500000 Penalty: 4778.807129
	Iteration 0F: 3 clusters Score -2056628 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2060066.000000 Penalty: 4778.807129
	Iteration 1F: 3 clusters Score -2060066 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2060409.250000 Penalty: 4778.807129
	Iteration 2F: 3 clusters Score -2060409 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2060684.875000 Penalty: 4778.807129
	Iteration 3Q: 3 clusters Score -2060685 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2060902.625000 Penalty: 4778.807129
	Iteration 4Q: 3 clusters Score -2060903 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2061101.875000 Penalty: 4778.807129
	Iteration 5Q: 3 clusters Score -2061102 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2061292.625000 Penalty: 4778.807129
	Iteration 6Q: 3 clusters Score -2061293 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2061481.500000 Penalty: 4778.807129
	Iteration 7Q: 3 clusters Score -2061482 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2061710.875000 Penalty: 4778.807129
	Iteration 8Q: 3 clusters Score -2061711 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2061969.625000 Penalty: 4778.807129
	Iteration 9Q: 3 clusters Score -2061970 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2062284.375000 Penalty: 4778.807129
	Iteration 10Q: 3 clusters Score -2062284 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2062723.375000 Penalty: 4778.807129
	Iteration 11Q: 3 clusters Score -2062723 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2063313.750000 Penalty: 4778.807129
	Iteration 12F: 3 clusters Score -2063314 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2063976.375000 Penalty: 4778.807129
	Iteration 13Q: 3 clusters Score -2063976 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2064657.250000 Penalty: 4778.807129
	Iteration 14Q: 3 clusters Score -2064657 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2065237.500000 Penalty: 4778.807129
	Iteration 15Q: 3 clusters Score -2065238 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2065742.875000 Penalty: 4778.807129
	Iteration 16Q: 3 clusters Score -2065743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2066025.375000 Penalty: 4778.807129
	Iteration 17Q: 3 clusters Score -2066025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2066163.000000 Penalty: 4778.807129
	Iteration 18Q: 3 clusters Score -2066163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2066269.625000 Penalty: 4778.807129
	Iteration 19Q: 3 clusters Score -2066270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2066347.500000 Penalty: 4778.807129
	Iteration 20F: 3 clusters Score -2066348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2066395.125000 Penalty: 4778.807129
	Iteration 21Q: 3 clusters Score -2066395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2066437.375000 Penalty: 4778.807129
	Iteration 22Q: 3 clusters Score -2066437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2066477.375000 Penalty: 4778.807129
	Iteration 23Q: 3 clusters Score -2066477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2066522.000000 Penalty: 4778.807129
	Iteration 24Q: 3 clusters Score -2066522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2066548.625000 Penalty: 4778.807129
	Iteration 25Q: 3 clusters Score -2066549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2066584.500000 Penalty: 4778.807129
	Iteration 26Q: 3 clusters Score -2066584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2066624.000000 Penalty: 4778.807129
	Iteration 27Q: 3 clusters Score -2066624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2066656.375000 Penalty: 4778.807129
	Iteration 28Q: 3 clusters Score -2066656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2066713.000000 Penalty: 4778.807129
	Iteration 29Q: 3 clusters Score -2066713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2066763.875000 Penalty: 4778.807129
	Iteration 30Q: 3 clusters Score -2066764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2066842.375000 Penalty: 4778.807129
	Iteration 31Q: 3 clusters Score -2066842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2066904.125000 Penalty: 4778.807129
	Iteration 32Q: 3 clusters Score -2066904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2066981.875000 Penalty: 4778.807129
	Iteration 33Q: 3 clusters Score -2066982 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2067045.500000 Penalty: 4778.807129
	Iteration 34Q: 3 clusters Score -2067046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2067092.250000 Penalty: 4778.807129
	Iteration 35Q: 3 clusters Score -2067092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2067133.250000 Penalty: 4778.807129
	Iteration 36Q: 3 clusters Score -2067133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2067161.375000 Penalty: 4778.807129
	Iteration 37Q: 3 clusters Score -2067161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2067186.375000 Penalty: 4778.807129
	Iteration 38Q: 3 clusters Score -2067186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2067212.500000 Penalty: 4778.807129
	Iteration 39Q: 3 clusters Score -2067212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2067247.625000 Penalty: 4778.807129
	Iteration 40F: 3 clusters Score -2067248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2067269.125000 Penalty: 4778.807129
	Iteration 41Q: 3 clusters Score -2067269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2067292.500000 Penalty: 4778.807129
	Iteration 42Q: 3 clusters Score -2067292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2067315.250000 Penalty: 4778.807129
	Iteration 43Q: 3 clusters Score -2067315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2067328.125000 Penalty: 4778.807129
	Iteration 44Q: 3 clusters Score -2067328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2067347.375000 Penalty: 4778.807129
	Iteration 45Q: 3 clusters Score -2067347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2067373.500000 Penalty: 4778.807129
	Iteration 46Q: 3 clusters Score -2067374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2067402.500000 Penalty: 4778.807129
	Iteration 47Q: 3 clusters Score -2067402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2067425.250000 Penalty: 4778.807129
	Iteration 48Q: 3 clusters Score -2067425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2067451.250000 Penalty: 4778.807129
	Iteration 49Q: 3 clusters Score -2067451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2067470.500000 Penalty: 4778.807129
	Iteration 50Q: 3 clusters Score -2067470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2067487.375000 Penalty: 4778.807129
	Iteration 51Q: 3 clusters Score -2067487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2067502.500000 Penalty: 4778.807129
	Iteration 52Q: 3 clusters Score -2067502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2067519.625000 Penalty: 4778.807129
	Iteration 53Q: 3 clusters Score -2067520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2067533.500000 Penalty: 4778.807129
	Iteration 54Q: 3 clusters Score -2067534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2067545.375000 Penalty: 4778.807129
	Iteration 55Q: 3 clusters Score -2067545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2067552.375000 Penalty: 4778.807129
	Iteration 56Q: 3 clusters Score -2067552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2067556.375000 Penalty: 4778.807129
	Iteration 57Q: 3 clusters Score -2067556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2067564.500000 Penalty: 4778.807129
	Iteration 58Q: 3 clusters Score -2067564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2067567.125000 Penalty: 4778.807129
	Iteration 59Q: 3 clusters Score -2067567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2067569.250000 Penalty: 4778.807129
	Iteration 60F: 3 clusters Score -2067569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2067571.750000 Penalty: 4778.807129
	Iteration 61Q: 3 clusters Score -2067572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2067572.750000 Penalty: 4778.807129
	Iteration 62Q: 3 clusters Score -2067573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2067573.500000 Penalty: 4778.807129
	Iteration 63Q: 3 clusters Score -2067574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2067573.000000 Penalty: 4778.807129
	Iteration 64Q: 3 clusters Score -2067573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2067573.000000 Penalty: 4778.807129
	Iteration 65F: 3 clusters Score -2067573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -147115.781250 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -147115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145071.437500 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -145071.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145618.281250 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -145618.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145944.734375 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -145944.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146253.234375 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -146253.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -146687.328125 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -146687.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147116.890625 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -147116.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147395.734375 Penalty: 3511.275635
	Iteration 6F: 3 clusters Score -147395.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147633.140625 Penalty: 3511.275635
	Iteration 7F: 3 clusters Score -147633.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -147842.296875 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -147842.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147999.781250 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -147999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148101.171875 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -148101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148126.671875 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -148126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148134.593750 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -148134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148134.593750 Penalty: 3511.275635
	Iteration 13F: 3 clusters Score -148134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94305 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 433 members 
Entering Unmasked Estep 
Score: -134135080.000000 Penalty: 96006.398438
Splitting cluster 22 changes total score from -134135688.000000 to -134135080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -155409.703125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -155409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153380.781250 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -153380.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153695.843750 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -153695.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -153786.046875 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -153786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153825.156250 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -153825.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -153846.156250 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -153846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153855.890625 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -153855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153856.750000 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -153856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153856.843750 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -153856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153856.843750 Penalty: 3491.236572
	Iteration 8F: 3 clusters Score -153856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -58136.699219 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -58136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56667.007812 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -56667.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56850.378906 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -56850.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56974.695312 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -56974.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57029.746094 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -57029.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57050.425781 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -57050.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57065.390625 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -57065.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57074.906250 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -57074.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57087.214844 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -57087.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57099.187500 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -57099.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57107.468750 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -57107.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57112.902344 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -57112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57117.093750 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -57117.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57122.085938 Penalty: 3038.927246
	Iteration 12Q: 3 clusters Score -57122.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57127.074219 Penalty: 3038.927246
	Iteration 13Q: 3 clusters Score -57127.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57139.261719 Penalty: 3038.927246
	Iteration 14Q: 3 clusters Score -57139.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57146.566406 Penalty: 3038.927246
	Iteration 15Q: 3 clusters Score -57146.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57146.566406 Penalty: 3038.927246
	Iteration 16F: 3 clusters Score -57146.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -871379.000000 Penalty: 2178.130127
	Iteration 0F: 2 clusters Score -871379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -865896.812500 Penalty: 4356.260254
	Iteration 0F: 3 clusters Score -865896.8 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -867301.437500 Penalty: 4356.260254
	Iteration 1F: 3 clusters Score -867301.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -867593.062500 Penalty: 4356.260254
	Iteration 2F: 3 clusters Score -867593.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -867828.062500 Penalty: 4356.260254
	Iteration 3F: 3 clusters Score -867828.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -867990.562500 Penalty: 4356.260254
	Iteration 4Q: 3 clusters Score -867990.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -868117.562500 Penalty: 4356.260254
	Iteration 5Q: 3 clusters Score -868117.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -868209.125000 Penalty: 4356.260254
	Iteration 6Q: 3 clusters Score -868209.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -868293.000000 Penalty: 4356.260254
	Iteration 7Q: 3 clusters Score -868293 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -868376.687500 Penalty: 4356.260254
	Iteration 8Q: 3 clusters Score -868376.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -868466.625000 Penalty: 4356.260254
	Iteration 9Q: 3 clusters Score -868466.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -868559.437500 Penalty: 4356.260254
	Iteration 10Q: 3 clusters Score -868559.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -868658.187500 Penalty: 4356.260254
	Iteration 11Q: 3 clusters Score -868658.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -868764.125000 Penalty: 4356.260254
	Iteration 12Q: 3 clusters Score -868764.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -868873.062500 Penalty: 4356.260254
	Iteration 13Q: 3 clusters Score -868873.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -868978.062500 Penalty: 4356.260254
	Iteration 14Q: 3 clusters Score -868978.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -869070.625000 Penalty: 4356.260254
	Iteration 15Q: 3 clusters Score -869070.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -869144.562500 Penalty: 4356.260254
	Iteration 16Q: 3 clusters Score -869144.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -869222.250000 Penalty: 4356.260254
	Iteration 17Q: 3 clusters Score -869222.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -869293.625000 Penalty: 4356.260254
	Iteration 18Q: 3 clusters Score -869293.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -869360.187500 Penalty: 4356.260254
	Iteration 19Q: 3 clusters Score -869360.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -869408.750000 Penalty: 4356.260254
	Iteration 20F: 3 clusters Score -869408.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -869460.750000 Penalty: 4356.260254
	Iteration 21Q: 3 clusters Score -869460.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -869514.687500 Penalty: 4356.260254
	Iteration 22Q: 3 clusters Score -869514.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -869573.937500 Penalty: 4356.260254
	Iteration 23Q: 3 clusters Score -869573.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -869621.250000 Penalty: 4356.260254
	Iteration 24Q: 3 clusters Score -869621.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -869656.000000 Penalty: 4356.260254
	Iteration 25Q: 3 clusters Score -869656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -869694.250000 Penalty: 4356.260254
	Iteration 26Q: 3 clusters Score -869694.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -869727.000000 Penalty: 4356.260254
	Iteration 27Q: 3 clusters Score -869727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -869751.750000 Penalty: 4356.260254
	Iteration 28Q: 3 clusters Score -869751.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -869773.812500 Penalty: 4356.260254
	Iteration 29Q: 3 clusters Score -869773.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -869786.187500 Penalty: 4356.260254
	Iteration 30Q: 3 clusters Score -869786.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -869798.125000 Penalty: 4356.260254
	Iteration 31Q: 3 clusters Score -869798.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -869809.437500 Penalty: 4356.260254
	Iteration 32Q: 3 clusters Score -869809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -869820.500000 Penalty: 4356.260254
	Iteration 33Q: 3 clusters Score -869820.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -869828.312500 Penalty: 4356.260254
	Iteration 34Q: 3 clusters Score -869828.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -869836.937500 Penalty: 4356.260254
	Iteration 35Q: 3 clusters Score -869836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -869845.375000 Penalty: 4356.260254
	Iteration 36Q: 3 clusters Score -869845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -869851.687500 Penalty: 4356.260254
	Iteration 37Q: 3 clusters Score -869851.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -869856.312500 Penalty: 4356.260254
	Iteration 38Q: 3 clusters Score -869856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -869862.375000 Penalty: 4356.260254
	Iteration 39Q: 3 clusters Score -869862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -869864.937500 Penalty: 4356.260254
	Iteration 40F: 3 clusters Score -869864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -869868.312500 Penalty: 4356.260254
	Iteration 41Q: 3 clusters Score -869868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -869871.625000 Penalty: 4356.260254
	Iteration 42Q: 3 clusters Score -869871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -869874.312500 Penalty: 4356.260254
	Iteration 43Q: 3 clusters Score -869874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -869874.500000 Penalty: 4356.260254
	Iteration 44Q: 3 clusters Score -869874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -869874.750000 Penalty: 4356.260254
	Iteration 45Q: 3 clusters Score -869874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -869875.312500 Penalty: 4356.260254
	Iteration 46Q: 3 clusters Score -869875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -869875.312500 Penalty: 4356.260254
	Iteration 47F: 3 clusters Score -869875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -1009624.000000 Penalty: 2214.171387
	Iteration 0F: 2 clusters Score -1009624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1003560.562500 Penalty: 4428.342773
	Iteration 0F: 3 clusters Score -1003561 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1005260.125000 Penalty: 4428.342773
	Iteration 1F: 3 clusters Score -1005260 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1005542.687500 Penalty: 4428.342773
	Iteration 2F: 3 clusters Score -1005543 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1005765.250000 Penalty: 4428.342773
	Iteration 3Q: 3 clusters Score -1005765 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1005955.437500 Penalty: 4428.342773
	Iteration 4Q: 3 clusters Score -1005955 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1006127.812500 Penalty: 4428.342773
	Iteration 5Q: 3 clusters Score -1006128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1006298.375000 Penalty: 4428.342773
	Iteration 6Q: 3 clusters Score -1006298 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1006474.937500 Penalty: 4428.342773
	Iteration 7Q: 3 clusters Score -1006475 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1006654.937500 Penalty: 4428.342773
	Iteration 8Q: 3 clusters Score -1006655 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1006865.437500 Penalty: 4428.342773
	Iteration 9Q: 3 clusters Score -1006865 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1007134.375000 Penalty: 4428.342773
	Iteration 10Q: 3 clusters Score -1007134 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1007435.062500 Penalty: 4428.342773
	Iteration 11Q: 3 clusters Score -1007435 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1007773.937500 Penalty: 4428.342773
	Iteration 12Q: 3 clusters Score -1007774 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1008112.375000 Penalty: 4428.342773
	Iteration 13Q: 3 clusters Score -1008112 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1008487.562500 Penalty: 4428.342773
	Iteration 14Q: 3 clusters Score -1008488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1008906.687500 Penalty: 4428.342773
	Iteration 15Q: 3 clusters Score -1008907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1009353.687500 Penalty: 4428.342773
	Iteration 16Q: 3 clusters Score -1009354 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1009742.187500 Penalty: 4428.342773
	Iteration 17Q: 3 clusters Score -1009742 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1010052.625000 Penalty: 4428.342773
	Iteration 18Q: 3 clusters Score -1010053 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1010285.750000 Penalty: 4428.342773
	Iteration 19Q: 3 clusters Score -1010286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1010431.625000 Penalty: 4428.342773
	Iteration 20F: 3 clusters Score -1010432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1010518.125000 Penalty: 4428.342773
	Iteration 21Q: 3 clusters Score -1010518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1010565.250000 Penalty: 4428.342773
	Iteration 22Q: 3 clusters Score -1010565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1010597.375000 Penalty: 4428.342773
	Iteration 23Q: 3 clusters Score -1010597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1010621.687500 Penalty: 4428.342773
	Iteration 24Q: 3 clusters Score -1010622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1010631.562500 Penalty: 4428.342773
	Iteration 25Q: 3 clusters Score -1010632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1010639.125000 Penalty: 4428.342773
	Iteration 26Q: 3 clusters Score -1010639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1010643.812500 Penalty: 4428.342773
	Iteration 27Q: 3 clusters Score -1010644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1010647.062500 Penalty: 4428.342773
	Iteration 28Q: 3 clusters Score -1010647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1010648.812500 Penalty: 4428.342773
	Iteration 29Q: 3 clusters Score -1010649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1010649.750000 Penalty: 4428.342773
	Iteration 30Q: 3 clusters Score -1010650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1010650.187500 Penalty: 4428.342773
	Iteration 31Q: 3 clusters Score -1010650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1010650.625000 Penalty: 4428.342773
	Iteration 32Q: 3 clusters Score -1010651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1010652.625000 Penalty: 4428.342773
	Iteration 33Q: 3 clusters Score -1010653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1010652.625000 Penalty: 4428.342773
	Iteration 34F: 3 clusters Score -1010653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94305 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 2419 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 5122 members 
Entering Unmasked Estep 
Score: -134135480.000000 Penalty: 96006.398438
Splitting cluster 26 changes total score from -134135688.000000 to -134135480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -109981.710938 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -109981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108252.109375 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -108252.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -108680.117188 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -108680.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109010.085938 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -109010.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -109301.273438 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -109301.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109478.664062 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -109478.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109575.421875 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -109575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109646.132812 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -109646.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109687.960938 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -109688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109714.351562 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -109714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109745.265625 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -109745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109765.921875 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -109765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109774.773438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -109774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109781.367188 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -109781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109784.867188 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -109784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109786.171875 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -109786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109787.718750 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -109787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109787.718750 Penalty: 3363.967285
	Iteration 16F: 3 clusters Score -109787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94305 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 131612 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54057 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135704.000000 Penalty: 92577.601562
Iteration 119Q: 28 clusters Score -1.341357e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111131 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17765 members 
Mstep: Class 12 contains 140046 members 
Mstep: Class 13 contains 94303 members 
Mstep: Class 14 contains 96398 members 
Mstep: Class 15 contains 131615 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196596 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54074 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135600.000000 Penalty: 92577.601562
Iteration 120F: 28 clusters Score -1.341356e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111123 members 
Mstep: Class 4 contains 30596 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 140047 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96389 members 
Mstep: Class 15 contains 131614 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196600 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54088 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135640.000000 Penalty: 92577.601562
Iteration 121Q: 28 clusters Score -1.341356e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111118 members 
Mstep: Class 4 contains 30595 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96383 members 
Mstep: Class 15 contains 131616 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196601 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54099 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7542 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135616.000000 Penalty: 92577.601562
Iteration 122Q: 28 clusters Score -1.341356e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111112 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140046 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96373 members 
Mstep: Class 15 contains 131618 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196604 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54107 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7544 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135616.000000 Penalty: 92577.601562
Iteration 123Q: 28 clusters Score -1.341356e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111107 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140045 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96365 members 
Mstep: Class 15 contains 131622 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196603 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54115 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135632.000000 Penalty: 92577.601562
Iteration 124Q: 28 clusters Score -1.341356e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111105 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2012 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96358 members 
Mstep: Class 15 contains 131622 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196607 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54116 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135648.000000 Penalty: 92577.601562
Iteration 125Q: 28 clusters Score -1.341356e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111101 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96356 members 
Mstep: Class 15 contains 131625 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196607 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54116 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135664.000000 Penalty: 92577.601562
Iteration 126Q: 28 clusters Score -1.341357e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111097 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140051 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96351 members 
Mstep: Class 15 contains 131628 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196609 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54120 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6522 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135656.000000 Penalty: 92577.601562
Iteration 127Q: 28 clusters Score -1.341357e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111095 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140052 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96348 members 
Mstep: Class 15 contains 131631 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196607 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54123 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135656.000000 Penalty: 92577.601562
Iteration 128Q: 28 clusters Score -1.341357e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111094 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140054 members 
Mstep: Class 13 contains 94301 members 
Mstep: Class 14 contains 96345 members 
Mstep: Class 15 contains 131631 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196607 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54126 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135664.000000 Penalty: 92577.601562
Iteration 129Q: 28 clusters Score -1.341357e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111093 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140052 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96342 members 
Mstep: Class 15 contains 131632 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196611 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54128 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135616.000000 Penalty: 92577.601562
Iteration 130Q: 28 clusters Score -1.341356e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111093 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96338 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196613 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54131 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135600.000000 Penalty: 92577.601562
Iteration 131Q: 28 clusters Score -1.341356e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111092 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96336 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196613 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54134 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135608.000000 Penalty: 92577.601562
Iteration 132Q: 28 clusters Score -1.341356e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111091 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94299 members 
Mstep: Class 14 contains 96332 members 
Mstep: Class 15 contains 131632 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54140 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135544.000000 Penalty: 92577.601562
Iteration 133Q: 28 clusters Score -1.341355e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111087 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96329 members 
Mstep: Class 15 contains 131634 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54143 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135584.000000 Penalty: 92577.601562
Iteration 134Q: 28 clusters Score -1.341356e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96329 members 
Mstep: Class 15 contains 131634 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196614 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54146 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135560.000000 Penalty: 92577.601562
Iteration 135Q: 28 clusters Score -1.341356e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140050 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96327 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54148 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135616.000000 Penalty: 92577.601562
Iteration 136Q: 28 clusters Score -1.341356e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96326 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54150 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135584.000000 Penalty: 92577.601562
Iteration 137Q: 28 clusters Score -1.341356e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140048 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96326 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135560.000000 Penalty: 92577.601562
Iteration 138Q: 28 clusters Score -1.341356e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135584.000000 Penalty: 92577.601562
Iteration 139Q: 28 clusters Score -1.341356e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135584.000000 Penalty: 92577.601562
Iteration 140F: 28 clusters Score -1.341356e+08 nChanged 0
Entering ConstructFrom: 
Score: -134135584.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (73372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Entering Unmasked Estep 
Score: -9817589.000000 Penalty: 2778.417725
	Iteration 0F: 2 clusters Score -9817589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -9768546.000000 Penalty: 5556.835449
	Iteration 0F: 3 clusters Score -9768546 nChanged 34243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -9787753.000000 Penalty: 5556.835449
	Iteration 1F: 3 clusters Score -9787753 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -9788747.000000 Penalty: 5556.835449
	Iteration 2Q: 3 clusters Score -9788747 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -9790217.000000 Penalty: 5556.835449
	Iteration 3Q: 3 clusters Score -9790217 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -9792345.000000 Penalty: 5556.835449
	Iteration 4F: 3 clusters Score -9792345 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -9795250.000000 Penalty: 5556.835449
	Iteration 5F: 3 clusters Score -9795250 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -9799106.000000 Penalty: 5556.835449
	Iteration 6F: 3 clusters Score -9799106 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -9803413.000000 Penalty: 5556.835449
	Iteration 7F: 3 clusters Score -9803413 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -9807711.000000 Penalty: 5556.835449
	Iteration 8F: 3 clusters Score -9807711 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9811154.000000 Penalty: 5556.835449
	Iteration 9Q: 3 clusters Score -9811154 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9813149.000000 Penalty: 5556.835449
	Iteration 10Q: 3 clusters Score -9813149 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9814206.000000 Penalty: 5556.835449
	Iteration 11Q: 3 clusters Score -9814206 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9814671.000000 Penalty: 5556.835449
	Iteration 12Q: 3 clusters Score -9814671 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9814909.000000 Penalty: 5556.835449
	Iteration 13Q: 3 clusters Score -9814909 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9815053.000000 Penalty: 5556.835449
	Iteration 14Q: 3 clusters Score -9815053 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9815149.000000 Penalty: 5556.835449
	Iteration 15Q: 3 clusters Score -9815149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9815224.000000 Penalty: 5556.835449
	Iteration 16Q: 3 clusters Score -9815224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9815273.000000 Penalty: 5556.835449
	Iteration 17Q: 3 clusters Score -9815273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9815342.000000 Penalty: 5556.835449
	Iteration 18Q: 3 clusters Score -9815342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9815385.000000 Penalty: 5556.835449
	Iteration 19Q: 3 clusters Score -9815385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9815434.000000 Penalty: 5556.835449
	Iteration 20F: 3 clusters Score -9815434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9815450.000000 Penalty: 5556.835449
	Iteration 21Q: 3 clusters Score -9815450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9815500.000000 Penalty: 5556.835449
	Iteration 22Q: 3 clusters Score -9815500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9815526.000000 Penalty: 5556.835449
	Iteration 23Q: 3 clusters Score -9815526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9815535.000000 Penalty: 5556.835449
	Iteration 24Q: 3 clusters Score -9815535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9815548.000000 Penalty: 5556.835449
	Iteration 25Q: 3 clusters Score -9815548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9815559.000000 Penalty: 5556.835449
	Iteration 26Q: 3 clusters Score -9815559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9815550.000000 Penalty: 5556.835449
	Iteration 27Q: 3 clusters Score -9815550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9815556.000000 Penalty: 5556.835449
	Iteration 28Q: 3 clusters Score -9815556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9815556.000000 Penalty: 5556.835449
	Iteration 29Q: 3 clusters Score -9815556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9815562.000000 Penalty: 5556.835449
	Iteration 30Q: 3 clusters Score -9815562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9815558.000000 Penalty: 5556.835449
	Iteration 31Q: 3 clusters Score -9815558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9815561.000000 Penalty: 5556.835449
	Iteration 32Q: 3 clusters Score -9815561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9815561.000000 Penalty: 5556.835449
	Iteration 33Q: 3 clusters Score -9815561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9815557.000000 Penalty: 5556.835449
	Iteration 34Q: 3 clusters Score -9815557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9815554.000000 Penalty: 5556.835449
	Iteration 35Q: 3 clusters Score -9815554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9815564.000000 Penalty: 5556.835449
	Iteration 36Q: 3 clusters Score -9815564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9815558.000000 Penalty: 5556.835449
	Iteration 37Q: 3 clusters Score -9815558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9815572.000000 Penalty: 5556.835449
	Iteration 38Q: 3 clusters Score -9815572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9815571.000000 Penalty: 5556.835449
	Iteration 39Q: 3 clusters Score -9815571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9815573.000000 Penalty: 5556.835449
	Iteration 40F: 3 clusters Score -9815573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9815576.000000 Penalty: 5556.835449
	Iteration 41Q: 3 clusters Score -9815576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9815575.000000 Penalty: 5556.835449
	Iteration 42Q: 3 clusters Score -9815575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9815579.000000 Penalty: 5556.835449
	Iteration 43Q: 3 clusters Score -9815579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9815576.000000 Penalty: 5556.835449
	Iteration 44Q: 3 clusters Score -9815576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9815576.000000 Penalty: 5556.835449
	Iteration 45F: 3 clusters Score -9815576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -441093.718750 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -441093.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -437751.250000 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -437751.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -438439.562500 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -438439.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -438573.812500 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -438573.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -438646.312500 Penalty: 3981.790039
	Iteration 3Q: 3 clusters Score -438646.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -438689.968750 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -438690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -438717.468750 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -438717.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -438737.593750 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -438737.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -438752.656250 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -438752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -438760.937500 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -438760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -438767.406250 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -438767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -438772.125000 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -438772.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -438776.218750 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -438776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -438778.687500 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -438778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -438780.500000 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -438780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -438782.156250 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -438782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -438782.406250 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -438782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -438784.000000 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -438784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -438785.812500 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -438785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -438787.812500 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -438787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -438788.750000 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -438788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -438788.750000 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -438788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Entering Unmasked Estep 
Score: -15009850.000000 Penalty: 2881.276611
	Iteration 0F: 2 clusters Score -1.500985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -14935517.000000 Penalty: 5762.553223
	Iteration 0F: 3 clusters Score -1.493552e+07 nChanged 52901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -14965645.000000 Penalty: 5762.553223
	Iteration 1F: 3 clusters Score -1.496564e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -14966254.000000 Penalty: 5762.553223
	Iteration 2Q: 3 clusters Score -1.496625e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -14966847.000000 Penalty: 5762.553223
	Iteration 3Q: 3 clusters Score -1.496685e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -14967702.000000 Penalty: 5762.553223
	Iteration 4Q: 3 clusters Score -1.49677e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -14968701.000000 Penalty: 5762.553223
	Iteration 5Q: 3 clusters Score -1.49687e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -14970350.000000 Penalty: 5762.553223
	Iteration 6Q: 3 clusters Score -1.497035e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -14973291.000000 Penalty: 5762.553223
	Iteration 7F: 3 clusters Score -1.497329e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -14978190.000000 Penalty: 5762.553223
	Iteration 8F: 3 clusters Score -1.497819e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -14985402.000000 Penalty: 5762.553223
	Iteration 9F: 3 clusters Score -1.49854e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -14993694.000000 Penalty: 5762.553223
	Iteration 10F: 3 clusters Score -1.499369e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -15000539.000000 Penalty: 5762.553223
	Iteration 11F: 3 clusters Score -1.500054e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -15004864.000000 Penalty: 5762.553223
	Iteration 12Q: 3 clusters Score -1.500486e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -15006393.000000 Penalty: 5762.553223
	Iteration 13Q: 3 clusters Score -1.500639e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -15006923.000000 Penalty: 5762.553223
	Iteration 14Q: 3 clusters Score -1.500692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -15007130.000000 Penalty: 5762.553223
	Iteration 15Q: 3 clusters Score -1.500713e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 110774 members 
Entering Unmasked Estep 
Score: -15007222.000000 Penalty: 5762.553223
	Iteration 16Q: 3 clusters Score -1.500722e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -15007295.000000 Penalty: 5762.553223
	Iteration 17Q: 3 clusters Score -1.50073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -15007332.000000 Penalty: 5762.553223
	Iteration 18Q: 3 clusters Score -1.500733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -15007341.000000 Penalty: 5762.553223
	Iteration 19Q: 3 clusters Score -1.500734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -15007344.000000 Penalty: 5762.553223
	Iteration 20F: 3 clusters Score -1.500734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -15007354.000000 Penalty: 5762.553223
	Iteration 21Q: 3 clusters Score -1.500735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -15007367.000000 Penalty: 5762.553223
	Iteration 22Q: 3 clusters Score -1.500737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -15007369.000000 Penalty: 5762.553223
	Iteration 23Q: 3 clusters Score -1.500737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -15007382.000000 Penalty: 5762.553223
	Iteration 24Q: 3 clusters Score -1.500738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -15007381.000000 Penalty: 5762.553223
	Iteration 25Q: 3 clusters Score -1.500738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -15007384.000000 Penalty: 5762.553223
	Iteration 26Q: 3 clusters Score -1.500738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -15007386.000000 Penalty: 5762.553223
	Iteration 27Q: 3 clusters Score -1.500739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -15007385.000000 Penalty: 5762.553223
	Iteration 28Q: 3 clusters Score -1.500738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -15007387.000000 Penalty: 5762.553223
	Iteration 29Q: 3 clusters Score -1.500739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -15007389.000000 Penalty: 5762.553223
	Iteration 30Q: 3 clusters Score -1.500739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -15007383.000000 Penalty: 5762.553223
	Iteration 31Q: 3 clusters Score -1.500738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -15007383.000000 Penalty: 5762.553223
	Iteration 32F: 3 clusters Score -1.500738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Entering Unmasked Estep 
Score: -4097047.000000 Penalty: 2561.482666
	Iteration 0F: 2 clusters Score -4097047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4076115.750000 Penalty: 5122.965332
	Iteration 0F: 3 clusters Score -4076116 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4084241.750000 Penalty: 5122.965332
	Iteration 1F: 3 clusters Score -4084242 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4086153.500000 Penalty: 5122.965332
	Iteration 2F: 3 clusters Score -4086154 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4088929.750000 Penalty: 5122.965332
	Iteration 3F: 3 clusters Score -4088930 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4091714.750000 Penalty: 5122.965332
	Iteration 4F: 3 clusters Score -4091715 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4093951.250000 Penalty: 5122.965332
	Iteration 5F: 3 clusters Score -4093951 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -4095324.750000 Penalty: 5122.965332
	Iteration 6F: 3 clusters Score -4095325 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4095999.500000 Penalty: 5122.965332
	Iteration 7Q: 3 clusters Score -4096000 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4096288.250000 Penalty: 5122.965332
	Iteration 8Q: 3 clusters Score -4096288 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4096440.250000 Penalty: 5122.965332
	Iteration 9Q: 3 clusters Score -4096440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -4096542.000000 Penalty: 5122.965332
	Iteration 10Q: 3 clusters Score -4096542 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4096676.500000 Penalty: 5122.965332
	Iteration 11Q: 3 clusters Score -4096676 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4096782.500000 Penalty: 5122.965332
	Iteration 12Q: 3 clusters Score -4096782 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4096872.000000 Penalty: 5122.965332
	Iteration 13Q: 3 clusters Score -4096872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -4096942.250000 Penalty: 5122.965332
	Iteration 14Q: 3 clusters Score -4096942 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -4097019.750000 Penalty: 5122.965332
	Iteration 15Q: 3 clusters Score -4097020 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4097161.500000 Penalty: 5122.965332
	Iteration 16Q: 3 clusters Score -4097162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4097347.500000 Penalty: 5122.965332
	Iteration 17Q: 3 clusters Score -4097348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4097600.000000 Penalty: 5122.965332
	Iteration 18Q: 3 clusters Score -4097600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4097691.000000 Penalty: 5122.965332
	Iteration 19Q: 3 clusters Score -4097691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4097717.250000 Penalty: 5122.965332
	Iteration 20F: 3 clusters Score -4097717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -4097726.000000 Penalty: 5122.965332
	Iteration 21Q: 3 clusters Score -4097726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4097730.500000 Penalty: 5122.965332
	Iteration 22Q: 3 clusters Score -4097730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4097738.500000 Penalty: 5122.965332
	Iteration 23Q: 3 clusters Score -4097738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4097737.750000 Penalty: 5122.965332
	Iteration 24Q: 3 clusters Score -4097738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4097740.750000 Penalty: 5122.965332
	Iteration 25Q: 3 clusters Score -4097741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4097741.250000 Penalty: 5122.965332
	Iteration 26Q: 3 clusters Score -4097741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4097741.750000 Penalty: 5122.965332
	Iteration 27Q: 3 clusters Score -4097742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4097745.500000 Penalty: 5122.965332
	Iteration 28Q: 3 clusters Score -4097746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4097743.000000 Penalty: 5122.965332
	Iteration 29Q: 3 clusters Score -4097743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4097741.500000 Penalty: 5122.965332
	Iteration 30Q: 3 clusters Score -4097742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4097741.500000 Penalty: 5122.965332
	Iteration 31Q: 3 clusters Score -4097742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4097741.500000 Penalty: 5122.965332
	Iteration 32Q: 3 clusters Score -4097742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4097744.000000 Penalty: 5122.965332
	Iteration 33Q: 3 clusters Score -4097744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4097743.500000 Penalty: 5122.965332
	Iteration 34Q: 3 clusters Score -4097744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4097747.250000 Penalty: 5122.965332
	Iteration 35Q: 3 clusters Score -4097747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4097746.500000 Penalty: 5122.965332
	Iteration 36Q: 3 clusters Score -4097746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4097746.500000 Penalty: 5122.965332
	Iteration 37F: 3 clusters Score -4097746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 28665 members 
Entering Unmasked Estep 
Score: -134135336.000000 Penalty: 96006.398438
Splitting cluster 4 changes total score from -134135584.000000 to -134135336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -241638.453125 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -241638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -239071.312500 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -239071.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239634.625000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -239634.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239929.531250 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -239929.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240231.921875 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -240231.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240455.562500 Penalty: 3772.768311
	Iteration 4F: 3 clusters Score -240455.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -240611.015625 Penalty: 3772.768311
	Iteration 5F: 3 clusters Score -240611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -240712.656250 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -240712.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -240788.453125 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -240788.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -240842.359375 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -240842.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -240915.015625 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -240915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -240992.765625 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -240992.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -241094.578125 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -241094.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -241191.562500 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -241191.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -241240.328125 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -241240.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -241279.703125 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -241279.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241326.671875 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -241326.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -241368.953125 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -241369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -241391.140625 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -241391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -241403.140625 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -241403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -241419.109375 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -241419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241433.171875 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -241433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -241452.890625 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -241452.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -241475.531250 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -241475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -241507.468750 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -241507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -241529.609375 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -241529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -241555.531250 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -241555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -241570.125000 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -241570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -241588.406250 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -241588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -241597.031250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -241597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -241598.609375 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -241598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241598.812500 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -241598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241598.812500 Penalty: 3772.768311
	Iteration 31F: 3 clusters Score -241598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1770986.625000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1770987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1761526.750000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1761527 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1764461.375000 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1764461 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1764832.375000 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1764832 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1765115.000000 Penalty: 4690.422852
	Iteration 3Q: 3 clusters Score -1765115 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1765363.500000 Penalty: 4690.422852
	Iteration 4Q: 3 clusters Score -1765364 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1765622.500000 Penalty: 4690.422852
	Iteration 5Q: 3 clusters Score -1765622 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1765888.875000 Penalty: 4690.422852
	Iteration 6Q: 3 clusters Score -1765889 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1766208.375000 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1766208 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1766619.875000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1766620 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1767156.250000 Penalty: 4690.422852
	Iteration 9F: 3 clusters Score -1767156 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1767806.500000 Penalty: 4690.422852
	Iteration 10F: 3 clusters Score -1767806 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1768424.625000 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1768425 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1768854.500000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1768854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1769059.375000 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1769059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1769160.375000 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1769160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1769226.250000 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1769226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1769272.375000 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1769272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1769309.750000 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1769310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1769341.750000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1769342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1769355.375000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1769355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1769369.625000 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1769370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1769379.125000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1769379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1769382.125000 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1769382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1769391.750000 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1769392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1769399.000000 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1769399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1769409.500000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1769410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1769415.750000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1769416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1769421.250000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1769421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1769421.125000 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1769421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1769421.125000 Penalty: 4690.422852
	Iteration 29F: 3 clusters Score -1769421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -167362.921875 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -167362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165212.296875 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -165212.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165589.312500 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -165589.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165712.484375 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -165712.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165769.968750 Penalty: 3549.850342
	Iteration 3Q: 3 clusters Score -165770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165789.578125 Penalty: 3549.850342
	Iteration 4Q: 3 clusters Score -165789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165805.890625 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -165805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165825.156250 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -165825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165847.609375 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -165847.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165869.250000 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -165869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165887.921875 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -165887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165902.968750 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -165903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165917.109375 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -165917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165925.781250 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -165925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165933.484375 Penalty: 3549.850342
	Iteration 13Q: 3 clusters Score -165933.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165941.312500 Penalty: 3549.850342
	Iteration 14Q: 3 clusters Score -165941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165944.453125 Penalty: 3549.850342
	Iteration 15Q: 3 clusters Score -165944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165947.593750 Penalty: 3549.850342
	Iteration 16Q: 3 clusters Score -165947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165948.484375 Penalty: 3549.850342
	Iteration 17Q: 3 clusters Score -165948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -165952.640625 Penalty: 3549.850342
	Iteration 18Q: 3 clusters Score -165952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165954.171875 Penalty: 3549.850342
	Iteration 19Q: 3 clusters Score -165954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165956.203125 Penalty: 3549.850342
	Iteration 20F: 3 clusters Score -165956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165960.265625 Penalty: 3549.850342
	Iteration 21Q: 3 clusters Score -165960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165960.265625 Penalty: 3549.850342
	Iteration 22F: 3 clusters Score -165960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -476294.156250 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -476294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -472687.093750 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -472687.1 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -473441.125000 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -473441.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -473629.875000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -473629.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -473767.531250 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -473767.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -473904.781250 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -473904.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -474061.937500 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -474061.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -474229.843750 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -474229.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -474406.343750 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -474406.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -474597.312500 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -474597.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -474798.218750 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -474798.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -474936.093750 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -474936.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -475004.156250 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -475004.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -475051.968750 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -475052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -475090.812500 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -475090.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -475119.250000 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -475119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -475142.937500 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -475142.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -475158.875000 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -475158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -475171.343750 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -475171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475175.593750 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -475175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475178.843750 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -475178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -475184.656250 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -475184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475186.000000 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -475186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475186.000000 Penalty: 4060.900635
	Iteration 22F: 3 clusters Score -475186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -566316.500000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -566316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -562135.750000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -562135.8 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -563155.062500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -563155.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -563359.125000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -563359.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -563478.375000 Penalty: 4164.380859
	Iteration 3Q: 3 clusters Score -563478.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -563565.875000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -563565.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -563627.500000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -563627.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -563674.000000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -563674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -563725.687500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -563725.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -563779.625000 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -563779.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -563832.187500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -563832.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -563888.625000 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -563888.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -563944.625000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -563944.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -563991.750000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -563991.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -564045.250000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -564045.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -564097.000000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -564097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -564154.312500 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -564154.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -564206.562500 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -564206.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -564252.000000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -564252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -564296.312500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -564296.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -564338.875000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -564338.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -564387.250000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -564387.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -564434.687500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -564434.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -564487.000000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -564487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -564524.250000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -564524.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -564561.000000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -564561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -564593.937500 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -564593.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -564627.562500 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -564627.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -564659.187500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -564659.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -564688.250000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -564688.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -564724.125000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -564724.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -564762.625000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -564762.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -564796.437500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -564796.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -564832.250000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -564832.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -564857.687500 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -564857.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -564876.437500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -564876.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -564887.687500 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -564887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -564896.312500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -564896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -564903.312500 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -564903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -564907.062500 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -564907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -564911.437500 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -564911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -564917.062500 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -564917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -564920.875000 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -564920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -564922.000000 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -564922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -564924.687500 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -564924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -564924.687500 Penalty: 4164.380859
	Iteration 44F: 3 clusters Score -564924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -148929.562500 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -148929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146902.875000 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -146902.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147195.265625 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -147195.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147291.718750 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -147291.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -147338.156250 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -147338.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147357.312500 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -147357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147364.640625 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -147364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147367.828125 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -147367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147370.609375 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -147370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147370.953125 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -147371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147370.953125 Penalty: 3473.971191
	Iteration 9F: 3 clusters Score -147371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Entering Unmasked Estep 
Score: -2243102.500000 Penalty: 2426.648438
	Iteration 0F: 2 clusters Score -2243102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2230540.000000 Penalty: 4853.296875
	Iteration 0F: 3 clusters Score -2230540 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2235192.250000 Penalty: 4853.296875
	Iteration 1F: 3 clusters Score -2235192 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2235947.000000 Penalty: 4853.296875
	Iteration 2F: 3 clusters Score -2235947 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2236557.000000 Penalty: 4853.296875
	Iteration 3F: 3 clusters Score -2236557 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2237092.500000 Penalty: 4853.296875
	Iteration 4F: 3 clusters Score -2237092 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2237601.000000 Penalty: 4853.296875
	Iteration 5Q: 3 clusters Score -2237601 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2238035.250000 Penalty: 4853.296875
	Iteration 6Q: 3 clusters Score -2238035 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2238400.750000 Penalty: 4853.296875
	Iteration 7Q: 3 clusters Score -2238401 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2238686.750000 Penalty: 4853.296875
	Iteration 8Q: 3 clusters Score -2238687 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2238966.500000 Penalty: 4853.296875
	Iteration 9Q: 3 clusters Score -2238966 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2239239.750000 Penalty: 4853.296875
	Iteration 10Q: 3 clusters Score -2239240 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2239514.250000 Penalty: 4853.296875
	Iteration 11Q: 3 clusters Score -2239514 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2239747.750000 Penalty: 4853.296875
	Iteration 12Q: 3 clusters Score -2239748 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2239962.500000 Penalty: 4853.296875
	Iteration 13Q: 3 clusters Score -2239962 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2240153.250000 Penalty: 4853.296875
	Iteration 14Q: 3 clusters Score -2240153 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2240332.500000 Penalty: 4853.296875
	Iteration 15Q: 3 clusters Score -2240332 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2240503.000000 Penalty: 4853.296875
	Iteration 16Q: 3 clusters Score -2240503 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2240680.250000 Penalty: 4853.296875
	Iteration 17Q: 3 clusters Score -2240680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2240845.000000 Penalty: 4853.296875
	Iteration 18Q: 3 clusters Score -2240845 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2240964.000000 Penalty: 4853.296875
	Iteration 19Q: 3 clusters Score -2240964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2241060.500000 Penalty: 4853.296875
	Iteration 20F: 3 clusters Score -2241060 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2241132.500000 Penalty: 4853.296875
	Iteration 21Q: 3 clusters Score -2241132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2241174.750000 Penalty: 4853.296875
	Iteration 22Q: 3 clusters Score -2241175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2241212.750000 Penalty: 4853.296875
	Iteration 23Q: 3 clusters Score -2241213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2241247.750000 Penalty: 4853.296875
	Iteration 24Q: 3 clusters Score -2241248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2241274.750000 Penalty: 4853.296875
	Iteration 25Q: 3 clusters Score -2241275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2241301.500000 Penalty: 4853.296875
	Iteration 26Q: 3 clusters Score -2241302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2241321.500000 Penalty: 4853.296875
	Iteration 27Q: 3 clusters Score -2241322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2241352.250000 Penalty: 4853.296875
	Iteration 28Q: 3 clusters Score -2241352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2241370.750000 Penalty: 4853.296875
	Iteration 29Q: 3 clusters Score -2241371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2241380.250000 Penalty: 4853.296875
	Iteration 30Q: 3 clusters Score -2241380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2241391.500000 Penalty: 4853.296875
	Iteration 31Q: 3 clusters Score -2241392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2241407.750000 Penalty: 4853.296875
	Iteration 32Q: 3 clusters Score -2241408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2241416.750000 Penalty: 4853.296875
	Iteration 33Q: 3 clusters Score -2241417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2241423.000000 Penalty: 4853.296875
	Iteration 34Q: 3 clusters Score -2241423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2241426.250000 Penalty: 4853.296875
	Iteration 35Q: 3 clusters Score -2241426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2241432.500000 Penalty: 4853.296875
	Iteration 36Q: 3 clusters Score -2241432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2241430.500000 Penalty: 4853.296875
	Iteration 37Q: 3 clusters Score -2241430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2241444.750000 Penalty: 4853.296875
	Iteration 38Q: 3 clusters Score -2241445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2241445.750000 Penalty: 4853.296875
	Iteration 39Q: 3 clusters Score -2241446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2241452.250000 Penalty: 4853.296875
	Iteration 40F: 3 clusters Score -2241452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2241459.500000 Penalty: 4853.296875
	Iteration 41Q: 3 clusters Score -2241460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2241467.500000 Penalty: 4853.296875
	Iteration 42Q: 3 clusters Score -2241468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2241466.500000 Penalty: 4853.296875
	Iteration 43Q: 3 clusters Score -2241466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2241471.000000 Penalty: 4853.296875
	Iteration 44Q: 3 clusters Score -2241471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2241478.000000 Penalty: 4853.296875
	Iteration 45Q: 3 clusters Score -2241478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2241475.250000 Penalty: 4853.296875
	Iteration 46Q: 3 clusters Score -2241475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2241478.750000 Penalty: 4853.296875
	Iteration 47Q: 3 clusters Score -2241479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2241481.000000 Penalty: 4853.296875
	Iteration 48Q: 3 clusters Score -2241481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2241481.000000 Penalty: 4853.296875
	Iteration 49Q: 3 clusters Score -2241481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2241485.250000 Penalty: 4853.296875
	Iteration 50Q: 3 clusters Score -2241485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2241486.250000 Penalty: 4853.296875
	Iteration 51Q: 3 clusters Score -2241486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2241488.250000 Penalty: 4853.296875
	Iteration 52Q: 3 clusters Score -2241488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2241485.250000 Penalty: 4853.296875
	Iteration 53Q: 3 clusters Score -2241485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2241485.250000 Penalty: 4853.296875
	Iteration 54F: 3 clusters Score -2241485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (140049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Entering Unmasked Estep 
Score: -19090848.000000 Penalty: 2938.737305
	Iteration 0F: 2 clusters Score -1.909085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -18999912.000000 Penalty: 5877.474609
	Iteration 0F: 3 clusters Score -1.899991e+07 nChanged 66676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -19038170.000000 Penalty: 5877.474609
	Iteration 1F: 3 clusters Score -1.903817e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -19039400.000000 Penalty: 5877.474609
	Iteration 2Q: 3 clusters Score -1.90394e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -19041186.000000 Penalty: 5877.474609
	Iteration 3Q: 3 clusters Score -1.904119e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -19044632.000000 Penalty: 5877.474609
	Iteration 4F: 3 clusters Score -1.904463e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -19050534.000000 Penalty: 5877.474609
	Iteration 5F: 3 clusters Score -1.905053e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -19059978.000000 Penalty: 5877.474609
	Iteration 6F: 3 clusters Score -1.905998e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -19070906.000000 Penalty: 5877.474609
	Iteration 7F: 3 clusters Score -1.907091e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 129658 members 
Entering Unmasked Estep 
Score: -19079720.000000 Penalty: 5877.474609
	Iteration 8F: 3 clusters Score -1.907972e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 135587 members 
Entering Unmasked Estep 
Score: -19084720.000000 Penalty: 5877.474609
	Iteration 9Q: 3 clusters Score -1.908472e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 138175 members 
Entering Unmasked Estep 
Score: -19086826.000000 Penalty: 5877.474609
	Iteration 10Q: 3 clusters Score -1.908683e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -19087620.000000 Penalty: 5877.474609
	Iteration 11Q: 3 clusters Score -1.908762e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -19087912.000000 Penalty: 5877.474609
	Iteration 12Q: 3 clusters Score -1.908791e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -19088020.000000 Penalty: 5877.474609
	Iteration 13Q: 3 clusters Score -1.908802e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -19088090.000000 Penalty: 5877.474609
	Iteration 14Q: 3 clusters Score -1.908809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -19088148.000000 Penalty: 5877.474609
	Iteration 15Q: 3 clusters Score -1.908815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -19088178.000000 Penalty: 5877.474609
	Iteration 16Q: 3 clusters Score -1.908818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -19088198.000000 Penalty: 5877.474609
	Iteration 17Q: 3 clusters Score -1.90882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 139636 members 
Entering Unmasked Estep 
Score: -19088210.000000 Penalty: 5877.474609
	Iteration 18Q: 3 clusters Score -1.908821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -19088242.000000 Penalty: 5877.474609
	Iteration 19Q: 3 clusters Score -1.908824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -19088240.000000 Penalty: 5877.474609
	Iteration 20F: 3 clusters Score -1.908824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 139667 members 
Entering Unmasked Estep 
Score: -19088222.000000 Penalty: 5877.474609
	Iteration 21Q: 3 clusters Score -1.908822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -19088240.000000 Penalty: 5877.474609
	Iteration 22Q: 3 clusters Score -1.908824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -19088232.000000 Penalty: 5877.474609
	Iteration 23Q: 3 clusters Score -1.908823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -19088242.000000 Penalty: 5877.474609
	Iteration 24Q: 3 clusters Score -1.908824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -19088248.000000 Penalty: 5877.474609
	Iteration 25Q: 3 clusters Score -1.908825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 139681 members 
Entering Unmasked Estep 
Score: -19088232.000000 Penalty: 5877.474609
	Iteration 26Q: 3 clusters Score -1.908823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 139682 members 
Entering Unmasked Estep 
Score: -19088238.000000 Penalty: 5877.474609
	Iteration 27Q: 3 clusters Score -1.908824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 139683 members 
Entering Unmasked Estep 
Score: -19088248.000000 Penalty: 5877.474609
	Iteration 28Q: 3 clusters Score -1.908825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 139683 members 
Entering Unmasked Estep 
Score: -19088248.000000 Penalty: 5877.474609
	Iteration 29F: 3 clusters Score -1.908825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (94300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Entering Unmasked Estep 
Score: -12844090.000000 Penalty: 2840.650635
	Iteration 0F: 2 clusters Score -1.284409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -12781364.000000 Penalty: 5681.301270
	Iteration 0F: 3 clusters Score -1.278136e+07 nChanged 44645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -12806280.000000 Penalty: 5681.301270
	Iteration 1F: 3 clusters Score -1.280628e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -12806979.000000 Penalty: 5681.301270
	Iteration 2Q: 3 clusters Score -1.280698e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -12807656.000000 Penalty: 5681.301270
	Iteration 3Q: 3 clusters Score -1.280766e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -12808279.000000 Penalty: 5681.301270
	Iteration 4Q: 3 clusters Score -1.280828e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -12809244.000000 Penalty: 5681.301270
	Iteration 5Q: 3 clusters Score -1.280924e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -12810379.000000 Penalty: 5681.301270
	Iteration 6Q: 3 clusters Score -1.281038e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -12812010.000000 Penalty: 5681.301270
	Iteration 7Q: 3 clusters Score -1.281201e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -12814187.000000 Penalty: 5681.301270
	Iteration 8Q: 3 clusters Score -1.281419e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -12817472.000000 Penalty: 5681.301270
	Iteration 9F: 3 clusters Score -1.281747e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -12821789.000000 Penalty: 5681.301270
	Iteration 10F: 3 clusters Score -1.282179e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -12826887.000000 Penalty: 5681.301270
	Iteration 11F: 3 clusters Score -1.282689e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -12831165.000000 Penalty: 5681.301270
	Iteration 12F: 3 clusters Score -1.283116e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -12834478.000000 Penalty: 5681.301270
	Iteration 13Q: 3 clusters Score -1.283448e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -12836765.000000 Penalty: 5681.301270
	Iteration 14Q: 3 clusters Score -1.283676e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -12838484.000000 Penalty: 5681.301270
	Iteration 15Q: 3 clusters Score -1.283848e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -12839605.000000 Penalty: 5681.301270
	Iteration 16Q: 3 clusters Score -1.28396e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -12840296.000000 Penalty: 5681.301270
	Iteration 17Q: 3 clusters Score -1.28403e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -12840837.000000 Penalty: 5681.301270
	Iteration 18Q: 3 clusters Score -1.284084e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -12841158.000000 Penalty: 5681.301270
	Iteration 19Q: 3 clusters Score -1.284116e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -12841413.000000 Penalty: 5681.301270
	Iteration 20F: 3 clusters Score -1.284141e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -12841635.000000 Penalty: 5681.301270
	Iteration 21Q: 3 clusters Score -1.284164e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -12841707.000000 Penalty: 5681.301270
	Iteration 22Q: 3 clusters Score -1.284171e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -12841754.000000 Penalty: 5681.301270
	Iteration 23Q: 3 clusters Score -1.284175e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -12841800.000000 Penalty: 5681.301270
	Iteration 24Q: 3 clusters Score -1.28418e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -12841835.000000 Penalty: 5681.301270
	Iteration 25Q: 3 clusters Score -1.284184e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -12841908.000000 Penalty: 5681.301270
	Iteration 26Q: 3 clusters Score -1.284191e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -12841931.000000 Penalty: 5681.301270
	Iteration 27Q: 3 clusters Score -1.284193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -12841952.000000 Penalty: 5681.301270
	Iteration 28Q: 3 clusters Score -1.284195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -12841968.000000 Penalty: 5681.301270
	Iteration 29Q: 3 clusters Score -1.284197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -12841989.000000 Penalty: 5681.301270
	Iteration 30Q: 3 clusters Score -1.284199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -12842002.000000 Penalty: 5681.301270
	Iteration 31Q: 3 clusters Score -1.2842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -12842014.000000 Penalty: 5681.301270
	Iteration 32Q: 3 clusters Score -1.284201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -12842028.000000 Penalty: 5681.301270
	Iteration 33Q: 3 clusters Score -1.284203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -12842040.000000 Penalty: 5681.301270
	Iteration 34Q: 3 clusters Score -1.284204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -12842039.000000 Penalty: 5681.301270
	Iteration 35Q: 3 clusters Score -1.284204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -12842050.000000 Penalty: 5681.301270
	Iteration 36Q: 3 clusters Score -1.284205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -12842061.000000 Penalty: 5681.301270
	Iteration 37Q: 3 clusters Score -1.284206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -12842051.000000 Penalty: 5681.301270
	Iteration 38Q: 3 clusters Score -1.284205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -12842043.000000 Penalty: 5681.301270
	Iteration 39Q: 3 clusters Score -1.284204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -12842048.000000 Penalty: 5681.301270
	Iteration 40F: 3 clusters Score -1.284205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -12842047.000000 Penalty: 5681.301270
	Iteration 41Q: 3 clusters Score -1.284205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12842041.000000 Penalty: 5681.301270
	Iteration 42Q: 3 clusters Score -1.284204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -12842040.000000 Penalty: 5681.301270
	Iteration 43Q: 3 clusters Score -1.284204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -12842042.000000 Penalty: 5681.301270
	Iteration 44Q: 3 clusters Score -1.284204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -12842041.000000 Penalty: 5681.301270
	Iteration 45Q: 3 clusters Score -1.284204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -12842040.000000 Penalty: 5681.301270
	Iteration 46Q: 3 clusters Score -1.284204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -12842043.000000 Penalty: 5681.301270
	Iteration 47Q: 3 clusters Score -1.284204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -12842033.000000 Penalty: 5681.301270
	Iteration 48Q: 3 clusters Score -1.284203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -12842027.000000 Penalty: 5681.301270
	Iteration 49Q: 3 clusters Score -1.284203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -12842024.000000 Penalty: 5681.301270
	Iteration 50Q: 3 clusters Score -1.284202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -12842032.000000 Penalty: 5681.301270
	Iteration 51Q: 3 clusters Score -1.284203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -12842031.000000 Penalty: 5681.301270
	Iteration 52Q: 3 clusters Score -1.284203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12842042.000000 Penalty: 5681.301270
	Iteration 53Q: 3 clusters Score -1.284204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12842042.000000 Penalty: 5681.301270
	Iteration 54F: 3 clusters Score -1.284204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Entering Unmasked Estep 
Score: -13069921.000000 Penalty: 2845.919678
	Iteration 0F: 2 clusters Score -1.306992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -13005601.000000 Penalty: 5691.839355
	Iteration 0F: 3 clusters Score -1.30056e+07 nChanged 45583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -13030885.000000 Penalty: 5691.839355
	Iteration 1F: 3 clusters Score -1.303088e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -13031349.000000 Penalty: 5691.839355
	Iteration 2Q: 3 clusters Score -1.303135e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -13031934.000000 Penalty: 5691.839355
	Iteration 3Q: 3 clusters Score -1.303193e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -13032308.000000 Penalty: 5691.839355
	Iteration 4Q: 3 clusters Score -1.303231e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -13032765.000000 Penalty: 5691.839355
	Iteration 5Q: 3 clusters Score -1.303276e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -13033338.000000 Penalty: 5691.839355
	Iteration 6Q: 3 clusters Score -1.303334e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -13034170.000000 Penalty: 5691.839355
	Iteration 7Q: 3 clusters Score -1.303417e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -13035583.000000 Penalty: 5691.839355
	Iteration 8Q: 3 clusters Score -1.303558e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -13038465.000000 Penalty: 5691.839355
	Iteration 9F: 3 clusters Score -1.303846e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -13043735.000000 Penalty: 5691.839355
	Iteration 10F: 3 clusters Score -1.304374e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -13051596.000000 Penalty: 5691.839355
	Iteration 11F: 3 clusters Score -1.30516e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -13059598.000000 Penalty: 5691.839355
	Iteration 12F: 3 clusters Score -1.30596e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -13064501.000000 Penalty: 5691.839355
	Iteration 13F: 3 clusters Score -1.30645e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13066453.000000 Penalty: 5691.839355
	Iteration 14Q: 3 clusters Score -1.306645e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13067016.000000 Penalty: 5691.839355
	Iteration 15Q: 3 clusters Score -1.306702e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13067168.000000 Penalty: 5691.839355
	Iteration 16Q: 3 clusters Score -1.306717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13067246.000000 Penalty: 5691.839355
	Iteration 17Q: 3 clusters Score -1.306725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13067283.000000 Penalty: 5691.839355
	Iteration 18Q: 3 clusters Score -1.306728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13067320.000000 Penalty: 5691.839355
	Iteration 19Q: 3 clusters Score -1.306732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13067337.000000 Penalty: 5691.839355
	Iteration 20F: 3 clusters Score -1.306734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13067360.000000 Penalty: 5691.839355
	Iteration 21Q: 3 clusters Score -1.306736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13067358.000000 Penalty: 5691.839355
	Iteration 22Q: 3 clusters Score -1.306736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13067357.000000 Penalty: 5691.839355
	Iteration 23Q: 3 clusters Score -1.306736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13067358.000000 Penalty: 5691.839355
	Iteration 24Q: 3 clusters Score -1.306736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13067358.000000 Penalty: 5691.839355
	Iteration 25F: 3 clusters Score -1.306736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Entering Unmasked Estep 
Score: -17972434.000000 Penalty: 2923.367676
	Iteration 0F: 2 clusters Score -1.797243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -17885366.000000 Penalty: 5846.735352
	Iteration 0F: 3 clusters Score -1.788537e+07 nChanged 62658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -17921350.000000 Penalty: 5846.735352
	Iteration 1F: 3 clusters Score -1.792135e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -17922468.000000 Penalty: 5846.735352
	Iteration 2Q: 3 clusters Score -1.792247e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -17924128.000000 Penalty: 5846.735352
	Iteration 3Q: 3 clusters Score -1.792413e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -17926410.000000 Penalty: 5846.735352
	Iteration 4Q: 3 clusters Score -1.792641e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -17929630.000000 Penalty: 5846.735352
	Iteration 5Q: 3 clusters Score -1.792963e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -17933660.000000 Penalty: 5846.735352
	Iteration 6F: 3 clusters Score -1.793366e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -17938468.000000 Penalty: 5846.735352
	Iteration 7F: 3 clusters Score -1.793847e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -17943554.000000 Penalty: 5846.735352
	Iteration 8F: 3 clusters Score -1.794355e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -17948988.000000 Penalty: 5846.735352
	Iteration 9F: 3 clusters Score -1.794899e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -17953434.000000 Penalty: 5846.735352
	Iteration 10F: 3 clusters Score -1.795343e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -17956296.000000 Penalty: 5846.735352
	Iteration 11Q: 3 clusters Score -1.79563e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -17957804.000000 Penalty: 5846.735352
	Iteration 12Q: 3 clusters Score -1.79578e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -17958760.000000 Penalty: 5846.735352
	Iteration 13Q: 3 clusters Score -1.795876e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -17959500.000000 Penalty: 5846.735352
	Iteration 14Q: 3 clusters Score -1.79595e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -17960206.000000 Penalty: 5846.735352
	Iteration 15Q: 3 clusters Score -1.796021e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -17960750.000000 Penalty: 5846.735352
	Iteration 16Q: 3 clusters Score -1.796075e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -17961332.000000 Penalty: 5846.735352
	Iteration 17Q: 3 clusters Score -1.796133e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -17961926.000000 Penalty: 5846.735352
	Iteration 18Q: 3 clusters Score -1.796193e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -17962462.000000 Penalty: 5846.735352
	Iteration 19Q: 3 clusters Score -1.796246e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -17962816.000000 Penalty: 5846.735352
	Iteration 20F: 3 clusters Score -1.796282e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -17963182.000000 Penalty: 5846.735352
	Iteration 21Q: 3 clusters Score -1.796318e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -17963444.000000 Penalty: 5846.735352
	Iteration 22Q: 3 clusters Score -1.796344e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -17963668.000000 Penalty: 5846.735352
	Iteration 23Q: 3 clusters Score -1.796367e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -17963810.000000 Penalty: 5846.735352
	Iteration 24Q: 3 clusters Score -1.796381e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -17964070.000000 Penalty: 5846.735352
	Iteration 25Q: 3 clusters Score -1.796407e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -17964258.000000 Penalty: 5846.735352
	Iteration 26Q: 3 clusters Score -1.796426e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -17964446.000000 Penalty: 5846.735352
	Iteration 27Q: 3 clusters Score -1.796445e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -17964642.000000 Penalty: 5846.735352
	Iteration 28Q: 3 clusters Score -1.796464e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -17964854.000000 Penalty: 5846.735352
	Iteration 29Q: 3 clusters Score -1.796485e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -17965056.000000 Penalty: 5846.735352
	Iteration 30Q: 3 clusters Score -1.796506e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -17965158.000000 Penalty: 5846.735352
	Iteration 31Q: 3 clusters Score -1.796516e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -17965314.000000 Penalty: 5846.735352
	Iteration 32Q: 3 clusters Score -1.796531e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -17965472.000000 Penalty: 5846.735352
	Iteration 33Q: 3 clusters Score -1.796547e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -17965492.000000 Penalty: 5846.735352
	Iteration 34Q: 3 clusters Score -1.796549e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -17965600.000000 Penalty: 5846.735352
	Iteration 35Q: 3 clusters Score -1.79656e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -17965736.000000 Penalty: 5846.735352
	Iteration 36Q: 3 clusters Score -1.796574e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -17965846.000000 Penalty: 5846.735352
	Iteration 37Q: 3 clusters Score -1.796585e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -17965892.000000 Penalty: 5846.735352
	Iteration 38Q: 3 clusters Score -1.796589e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -17966006.000000 Penalty: 5846.735352
	Iteration 39Q: 3 clusters Score -1.796601e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -17966066.000000 Penalty: 5846.735352
	Iteration 40F: 3 clusters Score -1.796607e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -17966226.000000 Penalty: 5846.735352
	Iteration 41Q: 3 clusters Score -1.796623e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -17966308.000000 Penalty: 5846.735352
	Iteration 42Q: 3 clusters Score -1.796631e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -17966406.000000 Penalty: 5846.735352
	Iteration 43Q: 3 clusters Score -1.796641e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -17966470.000000 Penalty: 5846.735352
	Iteration 44Q: 3 clusters Score -1.796647e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -17966566.000000 Penalty: 5846.735352
	Iteration 45Q: 3 clusters Score -1.796657e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -17966648.000000 Penalty: 5846.735352
	Iteration 46Q: 3 clusters Score -1.796665e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -17966746.000000 Penalty: 5846.735352
	Iteration 47Q: 3 clusters Score -1.796675e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -17966922.000000 Penalty: 5846.735352
	Iteration 48Q: 3 clusters Score -1.796692e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -17966982.000000 Penalty: 5846.735352
	Iteration 49Q: 3 clusters Score -1.796698e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -17967034.000000 Penalty: 5846.735352
	Iteration 50Q: 3 clusters Score -1.796703e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -17967154.000000 Penalty: 5846.735352
	Iteration 51Q: 3 clusters Score -1.796715e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -17967248.000000 Penalty: 5846.735352
	Iteration 52Q: 3 clusters Score -1.796725e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -17967428.000000 Penalty: 5846.735352
	Iteration 53Q: 3 clusters Score -1.796743e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -17967590.000000 Penalty: 5846.735352
	Iteration 54Q: 3 clusters Score -1.796759e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -17967784.000000 Penalty: 5846.735352
	Iteration 55Q: 3 clusters Score -1.796778e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -17968070.000000 Penalty: 5846.735352
	Iteration 56Q: 3 clusters Score -1.796807e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -17968336.000000 Penalty: 5846.735352
	Iteration 57Q: 3 clusters Score -1.796834e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 112598 members 
Entering Unmasked Estep 
Score: -17968712.000000 Penalty: 5846.735352
	Iteration 58Q: 3 clusters Score -1.796871e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -17969134.000000 Penalty: 5846.735352
	Iteration 59Q: 3 clusters Score -1.796913e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 114159 members 
Entering Unmasked Estep 
Score: -17969750.000000 Penalty: 5846.735352
	Iteration 60F: 3 clusters Score -1.796975e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -17970178.000000 Penalty: 5846.735352
	Iteration 61Q: 3 clusters Score -1.797018e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -17970660.000000 Penalty: 5846.735352
	Iteration 62Q: 3 clusters Score -1.797066e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -17971028.000000 Penalty: 5846.735352
	Iteration 63Q: 3 clusters Score -1.797103e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -17971310.000000 Penalty: 5846.735352
	Iteration 64Q: 3 clusters Score -1.797131e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 117127 members 
Entering Unmasked Estep 
Score: -17971376.000000 Penalty: 5846.735352
	Iteration 65Q: 3 clusters Score -1.797138e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -17971442.000000 Penalty: 5846.735352
	Iteration 66Q: 3 clusters Score -1.797144e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -17971530.000000 Penalty: 5846.735352
	Iteration 67Q: 3 clusters Score -1.797153e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -17971590.000000 Penalty: 5846.735352
	Iteration 68Q: 3 clusters Score -1.797159e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -17971616.000000 Penalty: 5846.735352
	Iteration 69Q: 3 clusters Score -1.797162e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 118638 members 
Entering Unmasked Estep 
Score: -17971652.000000 Penalty: 5846.735352
	Iteration 70Q: 3 clusters Score -1.797165e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -17971640.000000 Penalty: 5846.735352
	Iteration 71Q: 3 clusters Score -1.797164e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 119006 members 
Entering Unmasked Estep 
Score: -17971692.000000 Penalty: 5846.735352
	Iteration 72Q: 3 clusters Score -1.797169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -17971698.000000 Penalty: 5846.735352
	Iteration 73Q: 3 clusters Score -1.79717e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -17971698.000000 Penalty: 5846.735352
	Iteration 74Q: 3 clusters Score -1.79717e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -17971670.000000 Penalty: 5846.735352
	Iteration 75Q: 3 clusters Score -1.797167e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -17971652.000000 Penalty: 5846.735352
	Iteration 76Q: 3 clusters Score -1.797165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -17971686.000000 Penalty: 5846.735352
	Iteration 77Q: 3 clusters Score -1.797169e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 119573 members 
Entering Unmasked Estep 
Score: -17971682.000000 Penalty: 5846.735352
	Iteration 78Q: 3 clusters Score -1.797168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -17971688.000000 Penalty: 5846.735352
	Iteration 79Q: 3 clusters Score -1.797169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -17971694.000000 Penalty: 5846.735352
	Iteration 80F: 3 clusters Score -1.797169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -17971714.000000 Penalty: 5846.735352
	Iteration 81Q: 3 clusters Score -1.797171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -17971718.000000 Penalty: 5846.735352
	Iteration 82Q: 3 clusters Score -1.797172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 119707 members 
Entering Unmasked Estep 
Score: -17971712.000000 Penalty: 5846.735352
	Iteration 83Q: 3 clusters Score -1.797171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -17971714.000000 Penalty: 5846.735352
	Iteration 84Q: 3 clusters Score -1.797171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -17971704.000000 Penalty: 5846.735352
	Iteration 85Q: 3 clusters Score -1.79717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 119744 members 
Entering Unmasked Estep 
Score: -17971696.000000 Penalty: 5846.735352
	Iteration 86Q: 3 clusters Score -1.79717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 119762 members 
Entering Unmasked Estep 
Score: -17971696.000000 Penalty: 5846.735352
	Iteration 87Q: 3 clusters Score -1.79717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -17971698.000000 Penalty: 5846.735352
	Iteration 88Q: 3 clusters Score -1.79717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -17971694.000000 Penalty: 5846.735352
	Iteration 89Q: 3 clusters Score -1.797169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -17971702.000000 Penalty: 5846.735352
	Iteration 90Q: 3 clusters Score -1.79717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -17971706.000000 Penalty: 5846.735352
	Iteration 91Q: 3 clusters Score -1.797171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 119834 members 
Entering Unmasked Estep 
Score: -17971716.000000 Penalty: 5846.735352
	Iteration 92Q: 3 clusters Score -1.797172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 119849 members 
Entering Unmasked Estep 
Score: -17971700.000000 Penalty: 5846.735352
	Iteration 93Q: 3 clusters Score -1.79717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -17971702.000000 Penalty: 5846.735352
	Iteration 94Q: 3 clusters Score -1.79717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -17971704.000000 Penalty: 5846.735352
	Iteration 95Q: 3 clusters Score -1.79717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -17971710.000000 Penalty: 5846.735352
	Iteration 96Q: 3 clusters Score -1.797171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
Score: -17971726.000000 Penalty: 5846.735352
	Iteration 97Q: 3 clusters Score -1.797173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 119917 members 
Entering Unmasked Estep 
Score: -17971752.000000 Penalty: 5846.735352
	Iteration 98Q: 3 clusters Score -1.797175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -17971756.000000 Penalty: 5846.735352
	Iteration 99Q: 3 clusters Score -1.797176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -17971730.000000 Penalty: 5846.735352
	Iteration 100F: 3 clusters Score -1.797173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -17971726.000000 Penalty: 5846.735352
	Iteration 101Q: 3 clusters Score -1.797173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 119952 members 
Entering Unmasked Estep 
Score: -17971716.000000 Penalty: 5846.735352
	Iteration 102Q: 3 clusters Score -1.797172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -17971708.000000 Penalty: 5846.735352
	Iteration 103Q: 3 clusters Score -1.797171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 104Q: 3 clusters Score -1.797173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -17971726.000000 Penalty: 5846.735352
	Iteration 105Q: 3 clusters Score -1.797173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -17971732.000000 Penalty: 5846.735352
	Iteration 106Q: 3 clusters Score -1.797173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -17971716.000000 Penalty: 5846.735352
	Iteration 107Q: 3 clusters Score -1.797172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -17971726.000000 Penalty: 5846.735352
	Iteration 108Q: 3 clusters Score -1.797173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 120026 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 109Q: 3 clusters Score -1.797173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -17971730.000000 Penalty: 5846.735352
	Iteration 110Q: 3 clusters Score -1.797173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 111Q: 3 clusters Score -1.797173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -17971736.000000 Penalty: 5846.735352
	Iteration 112Q: 3 clusters Score -1.797174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 113Q: 3 clusters Score -1.797173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -17971716.000000 Penalty: 5846.735352
	Iteration 114Q: 3 clusters Score -1.797172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -17971726.000000 Penalty: 5846.735352
	Iteration 115Q: 3 clusters Score -1.797173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -17971728.000000 Penalty: 5846.735352
	Iteration 116Q: 3 clusters Score -1.797173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -17971738.000000 Penalty: 5846.735352
	Iteration 117Q: 3 clusters Score -1.797174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 118Q: 3 clusters Score -1.797173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -17971734.000000 Penalty: 5846.735352
	Iteration 119Q: 3 clusters Score -1.797173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -17971732.000000 Penalty: 5846.735352
	Iteration 120F: 3 clusters Score -1.797173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -17971728.000000 Penalty: 5846.735352
	Iteration 121Q: 3 clusters Score -1.797173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -17971728.000000 Penalty: 5846.735352
	Iteration 122F: 3 clusters Score -1.797173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -33538.359375 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -33538.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32361.345703 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -32361.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32441.357422 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -32441.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32473.345703 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -32473.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32485.390625 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -32485.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32486.453125 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -32486.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32486.453125 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -32486.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -292259.500000 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -292259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289456.187500 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -289456.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289970.437500 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -289970.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -290141.937500 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -290141.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -290249.375000 Penalty: 3833.730713
	Iteration 3F: 3 clusters Score -290249.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -290327.125000 Penalty: 3833.730713
	Iteration 4Q: 3 clusters Score -290327.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290384.250000 Penalty: 3833.730713
	Iteration 5Q: 3 clusters Score -290384.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290427.687500 Penalty: 3833.730713
	Iteration 6Q: 3 clusters Score -290427.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -290453.437500 Penalty: 3833.730713
	Iteration 7Q: 3 clusters Score -290453.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -290471.843750 Penalty: 3833.730713
	Iteration 8Q: 3 clusters Score -290471.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -290496.625000 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -290496.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -290511.218750 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -290511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290522.968750 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -290523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -290539.406250 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -290539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -290554.843750 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -290554.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -290570.750000 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -290570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -290584.406250 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -290584.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290604.156250 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -290604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -290624.562500 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -290624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -290640.968750 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -290641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -290658.406250 Penalty: 3833.730713
	Iteration 19Q: 3 clusters Score -290658.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290678.843750 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -290678.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290710.656250 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -290710.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290741.218750 Penalty: 3833.730713
	Iteration 22Q: 3 clusters Score -290741.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -290780.031250 Penalty: 3833.730713
	Iteration 23Q: 3 clusters Score -290780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -290815.250000 Penalty: 3833.730713
	Iteration 24Q: 3 clusters Score -290815.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -290855.406250 Penalty: 3833.730713
	Iteration 25Q: 3 clusters Score -290855.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -290897.375000 Penalty: 3833.730713
	Iteration 26Q: 3 clusters Score -290897.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -290953.812500 Penalty: 3833.730713
	Iteration 27Q: 3 clusters Score -290953.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -291033.406250 Penalty: 3833.730713
	Iteration 28Q: 3 clusters Score -291033.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -291159.781250 Penalty: 3833.730713
	Iteration 29Q: 3 clusters Score -291159.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -291444.625000 Penalty: 3833.730713
	Iteration 30Q: 3 clusters Score -291444.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -291842.812500 Penalty: 3833.730713
	Iteration 31Q: 3 clusters Score -291842.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -292037.000000 Penalty: 3833.730713
	Iteration 32Q: 3 clusters Score -292037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -292071.718750 Penalty: 3833.730713
	Iteration 33Q: 3 clusters Score -292071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -292076.093750 Penalty: 3833.730713
	Iteration 34Q: 3 clusters Score -292076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -292077.500000 Penalty: 3833.730713
	Iteration 35Q: 3 clusters Score -292077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292077.843750 Penalty: 3833.730713
	Iteration 36Q: 3 clusters Score -292077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292077.843750 Penalty: 3833.730713
	Iteration 37F: 3 clusters Score -292077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196615 members 
Entering Unmasked Estep 
Score: -26924810.000000 Penalty: 3022.872803
	Iteration 0F: 2 clusters Score -2.692481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -26799052.000000 Penalty: 6045.745605
	Iteration 0F: 3 clusters Score -2.679905e+07 nChanged 94531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -26853886.000000 Penalty: 6045.745605
	Iteration 1F: 3 clusters Score -2.685389e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -26855140.000000 Penalty: 6045.745605
	Iteration 2Q: 3 clusters Score -2.685514e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -26856588.000000 Penalty: 6045.745605
	Iteration 3Q: 3 clusters Score -2.685659e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -26859418.000000 Penalty: 6045.745605
	Iteration 4Q: 3 clusters Score -2.685942e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -26864426.000000 Penalty: 6045.745605
	Iteration 5F: 3 clusters Score -2.686443e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 139564 members 
Entering Unmasked Estep 
Score: -26873430.000000 Penalty: 6045.745605
	Iteration 6F: 3 clusters Score -2.687343e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -26887478.000000 Penalty: 6045.745605
	Iteration 7F: 3 clusters Score -2.688748e+07 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -26902910.000000 Penalty: 6045.745605
	Iteration 8F: 3 clusters Score -2.690291e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 187619 members 
Entering Unmasked Estep 
Score: -26913926.000000 Penalty: 6045.745605
	Iteration 9F: 3 clusters Score -2.691393e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -26919314.000000 Penalty: 6045.745605
	Iteration 10Q: 3 clusters Score -2.691931e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -26921122.000000 Penalty: 6045.745605
	Iteration 11Q: 3 clusters Score -2.692112e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -26921634.000000 Penalty: 6045.745605
	Iteration 12Q: 3 clusters Score -2.692163e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -26921844.000000 Penalty: 6045.745605
	Iteration 13Q: 3 clusters Score -2.692184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196341 members 
Entering Unmasked Estep 
Score: -26921896.000000 Penalty: 6045.745605
	Iteration 14Q: 3 clusters Score -2.69219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 196353 members 
Entering Unmasked Estep 
Score: -26921970.000000 Penalty: 6045.745605
	Iteration 15Q: 3 clusters Score -2.692197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 196361 members 
Entering Unmasked Estep 
Score: -26922018.000000 Penalty: 6045.745605
	Iteration 16Q: 3 clusters Score -2.692202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -26922018.000000 Penalty: 6045.745605
	Iteration 17Q: 3 clusters Score -2.692202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196373 members 
Entering Unmasked Estep 
Score: -26922052.000000 Penalty: 6045.745605
	Iteration 18Q: 3 clusters Score -2.692205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -26922042.000000 Penalty: 6045.745605
	Iteration 19Q: 3 clusters Score -2.692204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196377 members 
Entering Unmasked Estep 
Score: -26922046.000000 Penalty: 6045.745605
	Iteration 20F: 3 clusters Score -2.692205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -26922056.000000 Penalty: 6045.745605
	Iteration 21Q: 3 clusters Score -2.692206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -26922048.000000 Penalty: 6045.745605
	Iteration 22Q: 3 clusters Score -2.692205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -26922036.000000 Penalty: 6045.745605
	Iteration 23Q: 3 clusters Score -2.692204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -26922042.000000 Penalty: 6045.745605
	Iteration 24Q: 3 clusters Score -2.692204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196377 members 
Entering Unmasked Estep 
Score: -26922068.000000 Penalty: 6045.745605
	Iteration 25Q: 3 clusters Score -2.692207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -26922074.000000 Penalty: 6045.745605
	Iteration 26Q: 3 clusters Score -2.692207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -26922074.000000 Penalty: 6045.745605
	Iteration 27F: 3 clusters Score -2.692207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -70173.937500 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -70173.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68695.765625 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -68695.77 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69229.453125 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -69229.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69618.671875 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -69618.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69849.781250 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -69849.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70041.484375 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -70041.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70292.601562 Penalty: 3176.993408
	Iteration 5F: 3 clusters Score -70292.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70439.914062 Penalty: 3176.993408
	Iteration 6F: 3 clusters Score -70439.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70569.695312 Penalty: 3176.993408
	Iteration 7F: 3 clusters Score -70569.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70686.625000 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -70686.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70789.468750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -70789.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70872.648438 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -70872.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70888.617188 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -70888.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70898.117188 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -70898.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70910.640625 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -70910.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70910.640625 Penalty: 3176.993408
	Iteration 14F: 3 clusters Score -70910.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 381 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 224 members 
Entering Unmasked Estep 
Score: -134134456.000000 Penalty: 96006.398438
Splitting cluster 19 changes total score from -134135584.000000 to -134134456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (54151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Entering Unmasked Estep 
Score: -6898027.000000 Penalty: 2703.083740
	Iteration 0F: 2 clusters Score -6898027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -6861599.500000 Penalty: 5406.167480
	Iteration 0F: 3 clusters Score -6861600 nChanged 25098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -6875811.500000 Penalty: 5406.167480
	Iteration 1F: 3 clusters Score -6875812 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6876884.000000 Penalty: 5406.167480
	Iteration 2Q: 3 clusters Score -6876884 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -6878073.000000 Penalty: 5406.167480
	Iteration 3F: 3 clusters Score -6878073 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6879490.000000 Penalty: 5406.167480
	Iteration 4F: 3 clusters Score -6879490 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -6881355.500000 Penalty: 5406.167480
	Iteration 5F: 3 clusters Score -6881356 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6884007.500000 Penalty: 5406.167480
	Iteration 6F: 3 clusters Score -6884008 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -6887241.000000 Penalty: 5406.167480
	Iteration 7F: 3 clusters Score -6887241 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -6890617.000000 Penalty: 5406.167480
	Iteration 8F: 3 clusters Score -6890617 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -6892944.000000 Penalty: 5406.167480
	Iteration 9Q: 3 clusters Score -6892944 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6894238.000000 Penalty: 5406.167480
	Iteration 10Q: 3 clusters Score -6894238 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -6894958.500000 Penalty: 5406.167480
	Iteration 11Q: 3 clusters Score -6894958 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -6895370.500000 Penalty: 5406.167480
	Iteration 12Q: 3 clusters Score -6895370 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6895658.000000 Penalty: 5406.167480
	Iteration 13Q: 3 clusters Score -6895658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6895898.500000 Penalty: 5406.167480
	Iteration 14Q: 3 clusters Score -6895898 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -6896033.500000 Penalty: 5406.167480
	Iteration 15Q: 3 clusters Score -6896034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -6896139.000000 Penalty: 5406.167480
	Iteration 16Q: 3 clusters Score -6896139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -6896192.000000 Penalty: 5406.167480
	Iteration 17Q: 3 clusters Score -6896192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6896225.000000 Penalty: 5406.167480
	Iteration 18Q: 3 clusters Score -6896225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -6896262.500000 Penalty: 5406.167480
	Iteration 19Q: 3 clusters Score -6896262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -6896280.500000 Penalty: 5406.167480
	Iteration 20F: 3 clusters Score -6896280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -6896300.000000 Penalty: 5406.167480
	Iteration 21Q: 3 clusters Score -6896300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -6896320.000000 Penalty: 5406.167480
	Iteration 22Q: 3 clusters Score -6896320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6896324.000000 Penalty: 5406.167480
	Iteration 23Q: 3 clusters Score -6896324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6896322.500000 Penalty: 5406.167480
	Iteration 24Q: 3 clusters Score -6896322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -6896332.000000 Penalty: 5406.167480
	Iteration 25Q: 3 clusters Score -6896332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6896351.500000 Penalty: 5406.167480
	Iteration 26Q: 3 clusters Score -6896352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -6896376.500000 Penalty: 5406.167480
	Iteration 27Q: 3 clusters Score -6896376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -6896394.000000 Penalty: 5406.167480
	Iteration 28Q: 3 clusters Score -6896394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6896396.500000 Penalty: 5406.167480
	Iteration 29Q: 3 clusters Score -6896396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -6896396.500000 Penalty: 5406.167480
	Iteration 30Q: 3 clusters Score -6896396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -6896399.000000 Penalty: 5406.167480
	Iteration 31Q: 3 clusters Score -6896399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -6896405.500000 Penalty: 5406.167480
	Iteration 32Q: 3 clusters Score -6896406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6896411.500000 Penalty: 5406.167480
	Iteration 33Q: 3 clusters Score -6896412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -6896421.500000 Penalty: 5406.167480
	Iteration 34Q: 3 clusters Score -6896422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -6896412.500000 Penalty: 5406.167480
	Iteration 35Q: 3 clusters Score -6896412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -6896427.000000 Penalty: 5406.167480
	Iteration 36Q: 3 clusters Score -6896427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -6896427.000000 Penalty: 5406.167480
	Iteration 37Q: 3 clusters Score -6896427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6896424.500000 Penalty: 5406.167480
	Iteration 38Q: 3 clusters Score -6896424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -6896419.500000 Penalty: 5406.167480
	Iteration 39Q: 3 clusters Score -6896420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -6896425.000000 Penalty: 5406.167480
	Iteration 40F: 3 clusters Score -6896425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -2067439.750000 Penalty: 2389.371338
	Iteration 0F: 2 clusters Score -2067440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2056366.125000 Penalty: 4778.742676
	Iteration 0F: 3 clusters Score -2056366 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2059878.750000 Penalty: 4778.742676
	Iteration 1F: 3 clusters Score -2059879 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2060253.750000 Penalty: 4778.742676
	Iteration 2F: 3 clusters Score -2060254 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2060532.875000 Penalty: 4778.742676
	Iteration 3Q: 3 clusters Score -2060533 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2060802.625000 Penalty: 4778.742676
	Iteration 4Q: 3 clusters Score -2060803 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2061061.375000 Penalty: 4778.742676
	Iteration 5Q: 3 clusters Score -2061061 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2061345.250000 Penalty: 4778.742676
	Iteration 6Q: 3 clusters Score -2061345 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2061717.500000 Penalty: 4778.742676
	Iteration 7Q: 3 clusters Score -2061718 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2062157.250000 Penalty: 4778.742676
	Iteration 8Q: 3 clusters Score -2062157 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2062680.000000 Penalty: 4778.742676
	Iteration 9F: 3 clusters Score -2062680 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2063229.000000 Penalty: 4778.742676
	Iteration 10Q: 3 clusters Score -2063229 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2063767.750000 Penalty: 4778.742676
	Iteration 11Q: 3 clusters Score -2063768 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2064243.625000 Penalty: 4778.742676
	Iteration 12Q: 3 clusters Score -2064244 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2064613.250000 Penalty: 4778.742676
	Iteration 13Q: 3 clusters Score -2064613 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2064915.250000 Penalty: 4778.742676
	Iteration 14Q: 3 clusters Score -2064915 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2065231.625000 Penalty: 4778.742676
	Iteration 15Q: 3 clusters Score -2065232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2065513.375000 Penalty: 4778.742676
	Iteration 16Q: 3 clusters Score -2065513 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2065722.625000 Penalty: 4778.742676
	Iteration 17Q: 3 clusters Score -2065723 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2065879.625000 Penalty: 4778.742676
	Iteration 18Q: 3 clusters Score -2065880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2065982.250000 Penalty: 4778.742676
	Iteration 19Q: 3 clusters Score -2065982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2066045.500000 Penalty: 4778.742676
	Iteration 20F: 3 clusters Score -2066046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2066094.125000 Penalty: 4778.742676
	Iteration 21Q: 3 clusters Score -2066094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2066125.500000 Penalty: 4778.742676
	Iteration 22Q: 3 clusters Score -2066126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2066153.125000 Penalty: 4778.742676
	Iteration 23Q: 3 clusters Score -2066153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2066171.250000 Penalty: 4778.742676
	Iteration 24Q: 3 clusters Score -2066171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2066200.375000 Penalty: 4778.742676
	Iteration 25Q: 3 clusters Score -2066200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2066198.250000 Penalty: 4778.742676
	Iteration 26Q: 3 clusters Score -2066198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2066207.625000 Penalty: 4778.742676
	Iteration 27Q: 3 clusters Score -2066208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2066216.500000 Penalty: 4778.742676
	Iteration 28Q: 3 clusters Score -2066216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2066219.125000 Penalty: 4778.742676
	Iteration 29Q: 3 clusters Score -2066219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2066220.625000 Penalty: 4778.742676
	Iteration 30Q: 3 clusters Score -2066221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2066224.000000 Penalty: 4778.742676
	Iteration 31Q: 3 clusters Score -2066224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2066223.375000 Penalty: 4778.742676
	Iteration 32Q: 3 clusters Score -2066223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2066225.750000 Penalty: 4778.742676
	Iteration 33Q: 3 clusters Score -2066226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2066226.500000 Penalty: 4778.742676
	Iteration 34Q: 3 clusters Score -2066226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2066227.375000 Penalty: 4778.742676
	Iteration 35Q: 3 clusters Score -2066227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2066225.375000 Penalty: 4778.742676
	Iteration 36Q: 3 clusters Score -2066225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2066225.375000 Penalty: 4778.742676
	Iteration 37F: 3 clusters Score -2066225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -147115.781250 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -147115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145036.531250 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -145036.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145598.671875 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -145598.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -146080.921875 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -146080.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -146544.921875 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -146544.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -146747.875000 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -146747.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -146889.187500 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -146889.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -146971.921875 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -146971.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147019.656250 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -147019.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -147051.671875 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -147051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -147069.468750 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -147069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -147075.390625 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -147075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -147080.296875 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -147080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -147091.046875 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -147091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -147099.234375 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -147099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -147106.562500 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -147106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -147111.218750 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -147111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -147113.968750 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -147114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -147115.265625 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -147115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -147116.890625 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -147116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -147117.921875 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -147117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -147117.921875 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -147117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 305 members 
Entering Unmasked Estep 
Score: -134133840.000000 Penalty: 96006.398438
Splitting cluster 22 changes total score from -134135584.000000 to -134133840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -155409.703125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -155409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153386.062500 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -153386.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153644.562500 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -153644.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153720.750000 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -153720.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153774.328125 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -153774.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -153818.359375 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -153818.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -153844.687500 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -153844.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -153858.828125 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -153858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -153863.265625 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -153863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -153865.046875 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -153865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153866.656250 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -153866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153869.734375 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -153869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153870.031250 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -153870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153870.328125 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -153870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153870.328125 Penalty: 3491.236572
	Iteration 13F: 3 clusters Score -153870.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -58136.699219 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -58136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56665.191406 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -56665.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56830.304688 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -56830.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56898.398438 Penalty: 3038.927246
	Iteration 2Q: 3 clusters Score -56898.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56916.109375 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -56916.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56923.824219 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -56923.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56923.824219 Penalty: 3038.927246
	Iteration 5F: 3 clusters Score -56923.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -871754.062500 Penalty: 2178.244385
	Iteration 0F: 2 clusters Score -871754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -866302.125000 Penalty: 4356.488770
	Iteration 0F: 3 clusters Score -866302.1 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -867669.375000 Penalty: 4356.488770
	Iteration 1F: 3 clusters Score -867669.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -867877.000000 Penalty: 4356.488770
	Iteration 2F: 3 clusters Score -867877 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -868030.625000 Penalty: 4356.488770
	Iteration 3F: 3 clusters Score -868030.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -868153.437500 Penalty: 4356.488770
	Iteration 4Q: 3 clusters Score -868153.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -868269.812500 Penalty: 4356.488770
	Iteration 5Q: 3 clusters Score -868269.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -868378.562500 Penalty: 4356.488770
	Iteration 6Q: 3 clusters Score -868378.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -868490.875000 Penalty: 4356.488770
	Iteration 7Q: 3 clusters Score -868490.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -868598.625000 Penalty: 4356.488770
	Iteration 8Q: 3 clusters Score -868598.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -868680.312500 Penalty: 4356.488770
	Iteration 9Q: 3 clusters Score -868680.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -868761.875000 Penalty: 4356.488770
	Iteration 10Q: 3 clusters Score -868761.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -868849.500000 Penalty: 4356.488770
	Iteration 11Q: 3 clusters Score -868849.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -868953.500000 Penalty: 4356.488770
	Iteration 12Q: 3 clusters Score -868953.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -869079.062500 Penalty: 4356.488770
	Iteration 13Q: 3 clusters Score -869079.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -869225.500000 Penalty: 4356.488770
	Iteration 14Q: 3 clusters Score -869225.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -869361.500000 Penalty: 4356.488770
	Iteration 15Q: 3 clusters Score -869361.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -869503.000000 Penalty: 4356.488770
	Iteration 16Q: 3 clusters Score -869503 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -869621.625000 Penalty: 4356.488770
	Iteration 17Q: 3 clusters Score -869621.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -869709.250000 Penalty: 4356.488770
	Iteration 18Q: 3 clusters Score -869709.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -869777.062500 Penalty: 4356.488770
	Iteration 19Q: 3 clusters Score -869777.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -869860.937500 Penalty: 4356.488770
	Iteration 20F: 3 clusters Score -869860.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -869928.062500 Penalty: 4356.488770
	Iteration 21Q: 3 clusters Score -869928.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -869972.500000 Penalty: 4356.488770
	Iteration 22Q: 3 clusters Score -869972.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -870024.437500 Penalty: 4356.488770
	Iteration 23Q: 3 clusters Score -870024.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -870059.250000 Penalty: 4356.488770
	Iteration 24Q: 3 clusters Score -870059.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -870084.125000 Penalty: 4356.488770
	Iteration 25Q: 3 clusters Score -870084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -870105.625000 Penalty: 4356.488770
	Iteration 26Q: 3 clusters Score -870105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -870116.062500 Penalty: 4356.488770
	Iteration 27Q: 3 clusters Score -870116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -870123.187500 Penalty: 4356.488770
	Iteration 28Q: 3 clusters Score -870123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -870126.500000 Penalty: 4356.488770
	Iteration 29Q: 3 clusters Score -870126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -870133.562500 Penalty: 4356.488770
	Iteration 30Q: 3 clusters Score -870133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -870138.187500 Penalty: 4356.488770
	Iteration 31Q: 3 clusters Score -870138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -870147.875000 Penalty: 4356.488770
	Iteration 32Q: 3 clusters Score -870147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -870154.750000 Penalty: 4356.488770
	Iteration 33Q: 3 clusters Score -870154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -870165.312500 Penalty: 4356.488770
	Iteration 34Q: 3 clusters Score -870165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -870171.812500 Penalty: 4356.488770
	Iteration 35Q: 3 clusters Score -870171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -870174.437500 Penalty: 4356.488770
	Iteration 36Q: 3 clusters Score -870174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -870176.687500 Penalty: 4356.488770
	Iteration 37Q: 3 clusters Score -870176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -870178.250000 Penalty: 4356.488770
	Iteration 38Q: 3 clusters Score -870178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -870181.812500 Penalty: 4356.488770
	Iteration 39Q: 3 clusters Score -870181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -870187.812500 Penalty: 4356.488770
	Iteration 40F: 3 clusters Score -870187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -870193.187500 Penalty: 4356.488770
	Iteration 41Q: 3 clusters Score -870193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -870197.312500 Penalty: 4356.488770
	Iteration 42Q: 3 clusters Score -870197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -870199.125000 Penalty: 4356.488770
	Iteration 43Q: 3 clusters Score -870199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -870201.312500 Penalty: 4356.488770
	Iteration 44Q: 3 clusters Score -870201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -870205.750000 Penalty: 4356.488770
	Iteration 45Q: 3 clusters Score -870205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -870209.062500 Penalty: 4356.488770
	Iteration 46Q: 3 clusters Score -870209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -870212.562500 Penalty: 4356.488770
	Iteration 47Q: 3 clusters Score -870212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -870218.625000 Penalty: 4356.488770
	Iteration 48Q: 3 clusters Score -870218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -870219.937500 Penalty: 4356.488770
	Iteration 49Q: 3 clusters Score -870219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -870219.937500 Penalty: 4356.488770
	Iteration 50F: 3 clusters Score -870219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Entering Unmasked Estep 
Score: -1010153.750000 Penalty: 2214.302734
	Iteration 0F: 2 clusters Score -1010154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1004036.562500 Penalty: 4428.605469
	Iteration 0F: 3 clusters Score -1004037 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1005698.687500 Penalty: 4428.605469
	Iteration 1F: 3 clusters Score -1005699 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1006090.875000 Penalty: 4428.605469
	Iteration 2F: 3 clusters Score -1006091 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1006492.937500 Penalty: 4428.605469
	Iteration 3F: 3 clusters Score -1006493 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1006979.062500 Penalty: 4428.605469
	Iteration 4F: 3 clusters Score -1006979 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1007446.500000 Penalty: 4428.605469
	Iteration 5F: 3 clusters Score -1007446 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1007895.625000 Penalty: 4428.605469
	Iteration 6F: 3 clusters Score -1007896 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1008325.562500 Penalty: 4428.605469
	Iteration 7F: 3 clusters Score -1008326 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1008700.062500 Penalty: 4428.605469
	Iteration 8F: 3 clusters Score -1008700 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1009024.937500 Penalty: 4428.605469
	Iteration 9Q: 3 clusters Score -1009025 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1009391.625000 Penalty: 4428.605469
	Iteration 10Q: 3 clusters Score -1009392 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1009913.812500 Penalty: 4428.605469
	Iteration 11Q: 3 clusters Score -1009914 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1010639.187500 Penalty: 4428.605469
	Iteration 12Q: 3 clusters Score -1010639 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1011027.312500 Penalty: 4428.605469
	Iteration 13Q: 3 clusters Score -1011027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1011119.250000 Penalty: 4428.605469
	Iteration 14Q: 3 clusters Score -1011119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1011150.750000 Penalty: 4428.605469
	Iteration 15Q: 3 clusters Score -1011151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1011163.062500 Penalty: 4428.605469
	Iteration 16Q: 3 clusters Score -1011163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1011168.250000 Penalty: 4428.605469
	Iteration 17Q: 3 clusters Score -1011168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1011176.875000 Penalty: 4428.605469
	Iteration 18Q: 3 clusters Score -1011177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1011178.375000 Penalty: 4428.605469
	Iteration 19Q: 3 clusters Score -1011178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1011178.312500 Penalty: 4428.605469
	Iteration 20F: 3 clusters Score -1011178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1011179.562500 Penalty: 4428.605469
	Iteration 21Q: 3 clusters Score -1011180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1011178.312500 Penalty: 4428.605469
	Iteration 22Q: 3 clusters Score -1011178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1011178.312500 Penalty: 4428.605469
	Iteration 23F: 3 clusters Score -1011178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 111085 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 2011 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 140049 members 
Mstep: Class 13 contains 94300 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 131633 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 196615 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 54151 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 2422 members 
Mstep: Class 27 contains 882 members 
Mstep: Class 28 contains 5123 members 
Entering Unmasked Estep 
Score: -134135352.000000 Penalty: 96006.398438
Splitting cluster 26 changes total score from -134135584.000000 to -134135352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -109981.710938 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -109981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108154.000000 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -108154 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108595.304688 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -108595.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108756.179688 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -108756.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108861.242188 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -108861.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108959.882812 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -108959.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -109034.312500 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -109034.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109078.125000 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -109078.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109114.890625 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -109114.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109165.039062 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -109165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109228.992188 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -109229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -109325.851562 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -109325.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109450.398438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -109450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109525.539062 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -109525.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109556.343750 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -109556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109573.328125 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -109573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109599.734375 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -109599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109633.812500 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -109633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109664.343750 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -109664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109697.601562 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -109697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -109712.710938 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -109712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -109721.171875 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -109721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109732.601562 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -109732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -109746.468750 Penalty: 3363.967285
	Iteration 22Q: 3 clusters Score -109746.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -109758.351562 Penalty: 3363.967285
	Iteration 23Q: 3 clusters Score -109758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -109765.320312 Penalty: 3363.967285
	Iteration 24Q: 3 clusters Score -109765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -109776.406250 Penalty: 3363.967285
	Iteration 25Q: 3 clusters Score -109776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -109804.156250 Penalty: 3363.967285
	Iteration 26Q: 3 clusters Score -109804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -109860.476562 Penalty: 3363.967285
	Iteration 27Q: 3 clusters Score -109860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -109871.312500 Penalty: 3363.967285
	Iteration 28Q: 3 clusters Score -109871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109875.898438 Penalty: 3363.967285
	Iteration 29Q: 3 clusters Score -109875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109881.281250 Penalty: 3363.967285
	Iteration 30Q: 3 clusters Score -109881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109881.281250 Penalty: 3363.967285
	Iteration 31F: 3 clusters Score -109881.3 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -397047296.000000 Penalty: 99933.914062
22->28 Clusters: Score -397047296.000000, best is -397127712.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 45913 members 
Mstep: Class 3 contains 46045 members 
Mstep: Class 4 contains 45907 members 
Mstep: Class 5 contains 45949 members 
Mstep: Class 6 contains 45808 members 
Mstep: Class 7 contains 45935 members 
Mstep: Class 8 contains 45806 members 
Mstep: Class 9 contains 45796 members 
Mstep: Class 10 contains 46111 members 
Mstep: Class 11 contains 46005 members 
Mstep: Class 12 contains 45804 members 
Mstep: Class 13 contains 45906 members 
Mstep: Class 14 contains 45986 members 
Mstep: Class 15 contains 46043 members 
Mstep: Class 16 contains 45956 members 
Mstep: Class 17 contains 45937 members 
Mstep: Class 18 contains 45877 members 
Mstep: Class 19 contains 46361 members 
Mstep: Class 20 contains 45926 members 
Mstep: Class 21 contains 45754 members 
Mstep: Class 22 contains 45530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 586.825928 but Gain 3428.796875
Score: -128548056.000000 Penalty: 72004.804688
Iteration 0F: 22 clusters Score -1.285481e+08 nChanged 959190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2256 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 23839 members 
Mstep: Class 3 contains 23767 members 
Mstep: Class 4 contains 53108 members 
Mstep: Class 5 contains 22710 members 
Mstep: Class 6 contains 95272 members 
Mstep: Class 7 contains 63683 members 
Mstep: Class 8 contains 22384 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 64718 members 
Mstep: Class 11 contains 209591 members 
Mstep: Class 13 contains 38181 members 
Mstep: Class 14 contains 24697 members 
Mstep: Class 15 contains 38890 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 17 contains 16023 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 17868 members 
Mstep: Class 20 contains 31525 members 
Mstep: Class 21 contains 12536 members 
Mstep: Class 22 contains 123751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131739768.000000 Penalty: 72004.804688
Iteration 1F: 22 clusters Score -1.317398e+08 nChanged 374480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1970 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 15742 members 
Mstep: Class 3 contains 17854 members 
Mstep: Class 4 contains 43220 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 95495 members 
Mstep: Class 7 contains 51235 members 
Mstep: Class 8 contains 12901 members 
Mstep: Class 9 contains 12098 members 
Mstep: Class 10 contains 98180 members 
Mstep: Class 11 contains 267245 members 
Mstep: Class 13 contains 18845 members 
Mstep: Class 14 contains 20672 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 33195 members 
Mstep: Class 17 contains 8139 members 
Mstep: Class 18 contains 28855 members 
Mstep: Class 19 contains 12918 members 
Mstep: Class 20 contains 23751 members 
Mstep: Class 21 contains 15562 members 
Mstep: Class 22 contains 113181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132648096.000000 Penalty: 72004.804688
Iteration 2F: 22 clusters Score -1.326481e+08 nChanged 274947
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 10947 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 47364 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 106644 members 
Mstep: Class 7 contains 38541 members 
Mstep: Class 8 contains 8716 members 
Mstep: Class 9 contains 11296 members 
Mstep: Class 10 contains 108574 members 
Mstep: Class 11 contains 301345 members 
Mstep: Class 13 contains 13429 members 
Mstep: Class 14 contains 15848 members 
Mstep: Class 15 contains 43973 members 
Mstep: Class 16 contains 54720 members 
Mstep: Class 17 contains 3825 members 
Mstep: Class 18 contains 29966 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 14024 members 
Mstep: Class 21 contains 16174 members 
Mstep: Class 22 contains 97002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2096.604736 but Gain 3428.804688
Score: -133112496.000000 Penalty: 68576.000000
Iteration 3F: 21 clusters Score -1.331125e+08 nChanged 221418
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 7652 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 48193 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 125050 members 
Mstep: Class 7 contains 30292 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 113224 members 
Mstep: Class 11 contains 275021 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 11706 members 
Mstep: Class 15 contains 50624 members 
Mstep: Class 16 contains 78855 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 7553 members 
Mstep: Class 21 contains 13953 members 
Mstep: Class 22 contains 107157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3365.700439 but Gain 3428.800781
Score: -133396008.000000 Penalty: 65147.199219
Iteration 4F: 20 clusters Score -1.33396e+08 nChanged 174923
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 41990 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 144795 members 
Mstep: Class 7 contains 25481 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 116536 members 
Mstep: Class 11 contains 237460 members 
Mstep: Class 13 contains 15084 members 
Mstep: Class 14 contains 9414 members 
Mstep: Class 15 contains 57904 members 
Mstep: Class 16 contains 96597 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 6187 members 
Mstep: Class 21 contains 12280 members 
Mstep: Class 22 contains 128388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2958.728271 but Gain 3428.796875
Score: -133588288.000000 Penalty: 61718.402344
Iteration 5F: 19 clusters Score -1.335883e+08 nChanged 146240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 32056 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 162638 members 
Mstep: Class 7 contains 22869 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 118965 members 
Mstep: Class 11 contains 198954 members 
Mstep: Class 13 contains 15931 members 
Mstep: Class 14 contains 8119 members 
Mstep: Class 15 contains 62536 members 
Mstep: Class 16 contains 108989 members 
Mstep: Class 18 contains 21460 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 21 contains 11285 members 
Mstep: Class 22 contains 155023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3170.835693 but Gain 3428.800781
Score: -133723984.000000 Penalty: 58289.601562
Iteration 6F: 18 clusters Score -1.33724e+08 nChanged 114952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 3 contains 8232 members 
Mstep: Class 4 contains 22883 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 174824 members 
Mstep: Class 7 contains 21529 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 118479 members 
Mstep: Class 11 contains 172679 members 
Mstep: Class 13 contains 15657 members 
Mstep: Class 14 contains 7206 members 
Mstep: Class 15 contains 66158 members 
Mstep: Class 16 contains 118630 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 21 contains 10784 members 
Mstep: Class 22 contains 177469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133816416.000000 Penalty: 58289.601562
Iteration 7F: 18 clusters Score -1.338164e+08 nChanged 90003
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 16552 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 178666 members 
Mstep: Class 7 contains 20857 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 116658 members 
Mstep: Class 11 contains 155913 members 
Mstep: Class 13 contains 15028 members 
Mstep: Class 14 contains 6773 members 
Mstep: Class 15 contains 69085 members 
Mstep: Class 16 contains 125768 members 
Mstep: Class 18 contains 20263 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 21 contains 10310 members 
Mstep: Class 22 contains 193743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133875520.000000 Penalty: 58289.601562
Iteration 8F: 18 clusters Score -1.338755e+08 nChanged 72185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 3 contains 10701 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 176596 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 114981 members 
Mstep: Class 11 contains 145781 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 71436 members 
Mstep: Class 16 contains 131748 members 
Mstep: Class 18 contains 21346 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 21 contains 9795 members 
Mstep: Class 22 contains 204791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133916432.000000 Penalty: 58289.601562
Iteration 9F: 18 clusters Score -1.339164e+08 nChanged 59122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 10678 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 171319 members 
Mstep: Class 7 contains 20291 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 113162 members 
Mstep: Class 11 contains 139822 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 73217 members 
Mstep: Class 16 contains 136992 members 
Mstep: Class 18 contains 22447 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 21 contains 9296 members 
Mstep: Class 22 contains 211919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133947408.000000 Penalty: 58289.601562
Iteration 10F: 18 clusters Score -1.339474e+08 nChanged 48770
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 3 contains 13093 members 
Mstep: Class 4 contains 9450 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 165167 members 
Mstep: Class 7 contains 19958 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 10 contains 111331 members 
Mstep: Class 11 contains 136253 members 
Mstep: Class 13 contains 11452 members 
Mstep: Class 14 contains 6702 members 
Mstep: Class 15 contains 74533 members 
Mstep: Class 16 contains 141383 members 
Mstep: Class 18 contains 23412 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 215867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133969768.000000 Penalty: 58289.601562
Iteration 11Q: 18 clusters Score -1.339698e+08 nChanged 40624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 8731 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 159779 members 
Mstep: Class 7 contains 19655 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 109565 members 
Mstep: Class 11 contains 133937 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 6847 members 
Mstep: Class 15 contains 75504 members 
Mstep: Class 16 contains 145092 members 
Mstep: Class 18 contains 24188 members 
Mstep: Class 19 contains 3054 members 
Mstep: Class 21 contains 8340 members 
Mstep: Class 22 contains 217326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133986080.000000 Penalty: 58289.601562
Iteration 12Q: 18 clusters Score -1.339861e+08 nChanged 34001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 3 contains 15265 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 155837 members 
Mstep: Class 7 contains 19462 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 107918 members 
Mstep: Class 11 contains 132180 members 
Mstep: Class 13 contains 9602 members 
Mstep: Class 14 contains 7028 members 
Mstep: Class 15 contains 76162 members 
Mstep: Class 16 contains 148241 members 
Mstep: Class 18 contains 24755 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 216550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133999056.000000 Penalty: 58289.601562
Iteration 13Q: 18 clusters Score -1.339991e+08 nChanged 29665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 3 contains 16339 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 152254 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 106391 members 
Mstep: Class 11 contains 130874 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 76588 members 
Mstep: Class 16 contains 151317 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 21 contains 7656 members 
Mstep: Class 22 contains 214097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134010496.000000 Penalty: 58289.601562
Iteration 14Q: 18 clusters Score -1.340105e+08 nChanged 26666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 3 contains 17389 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 148827 members 
Mstep: Class 7 contains 19731 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 104846 members 
Mstep: Class 11 contains 129687 members 
Mstep: Class 13 contains 8620 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 76769 members 
Mstep: Class 16 contains 154563 members 
Mstep: Class 18 contains 25618 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 21 contains 7449 members 
Mstep: Class 22 contains 210483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134018520.000000 Penalty: 58289.601562
Iteration 15Q: 18 clusters Score -1.340185e+08 nChanged 24734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 3 contains 18323 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 145345 members 
Mstep: Class 7 contains 20029 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 103455 members 
Mstep: Class 11 contains 128607 members 
Mstep: Class 13 contains 8503 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 76840 members 
Mstep: Class 16 contains 158100 members 
Mstep: Class 18 contains 25919 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 205974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134026328.000000 Penalty: 58289.601562
Iteration 16Q: 18 clusters Score -1.340263e+08 nChanged 23530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 3 contains 19359 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 2431 members 
Mstep: Class 6 contains 141818 members 
Mstep: Class 7 contains 20355 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 102194 members 
Mstep: Class 11 contains 127359 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 7742 members 
Mstep: Class 15 contains 76871 members 
Mstep: Class 16 contains 161491 members 
Mstep: Class 18 contains 26132 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 200981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134034792.000000 Penalty: 58289.601562
Iteration 17Q: 18 clusters Score -1.340348e+08 nChanged 22625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 138198 members 
Mstep: Class 7 contains 20638 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 101134 members 
Mstep: Class 11 contains 125880 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 76880 members 
Mstep: Class 16 contains 164831 members 
Mstep: Class 18 contains 26303 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 21 contains 6957 members 
Mstep: Class 22 contains 195732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134041224.000000 Penalty: 58289.601562
Iteration 18Q: 18 clusters Score -1.340412e+08 nChanged 21561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 3 contains 21417 members 
Mstep: Class 4 contains 8567 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 134451 members 
Mstep: Class 7 contains 20894 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 100354 members 
Mstep: Class 11 contains 124140 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 76866 members 
Mstep: Class 16 contains 168151 members 
Mstep: Class 18 contains 26464 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 21 contains 6797 members 
Mstep: Class 22 contains 190451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134046912.000000 Penalty: 58289.601562
Iteration 19Q: 18 clusters Score -1.340469e+08 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 3 contains 22378 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 130757 members 
Mstep: Class 7 contains 21014 members 
Mstep: Class 9 contains 5873 members 
Mstep: Class 10 contains 99718 members 
Mstep: Class 11 contains 122301 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 8071 members 
Mstep: Class 15 contains 76829 members 
Mstep: Class 16 contains 171445 members 
Mstep: Class 18 contains 26635 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 21 contains 6668 members 
Mstep: Class 22 contains 185216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134052536.000000 Penalty: 58289.601562
Iteration 20F: 18 clusters Score -1.340525e+08 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 3 contains 23344 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 127259 members 
Mstep: Class 7 contains 21079 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 99112 members 
Mstep: Class 11 contains 120321 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 8130 members 
Mstep: Class 15 contains 76771 members 
Mstep: Class 16 contains 174554 members 
Mstep: Class 18 contains 26772 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 21 contains 6584 members 
Mstep: Class 22 contains 179886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134057880.000000 Penalty: 58289.601562
Iteration 21Q: 18 clusters Score -1.340579e+08 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 3 contains 24290 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 123711 members 
Mstep: Class 7 contains 21110 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 98632 members 
Mstep: Class 11 contains 118356 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 8158 members 
Mstep: Class 15 contains 76744 members 
Mstep: Class 16 contains 177652 members 
Mstep: Class 18 contains 26843 members 
Mstep: Class 19 contains 3103 members 
Mstep: Class 21 contains 6481 members 
Mstep: Class 22 contains 174634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134063928.000000 Penalty: 58289.601562
Iteration 22Q: 18 clusters Score -1.340639e+08 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 3 contains 25206 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 120128 members 
Mstep: Class 7 contains 21037 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 98215 members 
Mstep: Class 11 contains 116234 members 
Mstep: Class 13 contains 8418 members 
Mstep: Class 14 contains 8185 members 
Mstep: Class 15 contains 76721 members 
Mstep: Class 16 contains 180712 members 
Mstep: Class 18 contains 26857 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 169151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134067760.000000 Penalty: 58289.601562
Iteration 23Q: 18 clusters Score -1.340678e+08 nChanged 19974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 140669 members 
Mstep: Class 3 contains 26098 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 116472 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 97845 members 
Mstep: Class 11 contains 114174 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 76706 members 
Mstep: Class 16 contains 183689 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 163792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134070312.000000 Penalty: 58289.601562
Iteration 24Q: 18 clusters Score -1.340703e+08 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 3 contains 26884 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 112606 members 
Mstep: Class 7 contains 20916 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 97542 members 
Mstep: Class 11 contains 112372 members 
Mstep: Class 13 contains 8404 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 76689 members 
Mstep: Class 16 contains 186899 members 
Mstep: Class 18 contains 26768 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 158841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134071296.000000 Penalty: 58289.601562
Iteration 25Q: 18 clusters Score -1.340713e+08 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 3 contains 27654 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 108720 members 
Mstep: Class 7 contains 20829 members 
Mstep: Class 9 contains 4988 members 
Mstep: Class 10 contains 97291 members 
Mstep: Class 11 contains 110827 members 
Mstep: Class 13 contains 8393 members 
Mstep: Class 14 contains 8182 members 
Mstep: Class 15 contains 76666 members 
Mstep: Class 16 contains 190249 members 
Mstep: Class 18 contains 26815 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 154442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134071328.000000 Penalty: 58289.601562
Iteration 26Q: 18 clusters Score -1.340713e+08 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 104970 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 97063 members 
Mstep: Class 11 contains 109387 members 
Mstep: Class 13 contains 8385 members 
Mstep: Class 14 contains 8167 members 
Mstep: Class 15 contains 76643 members 
Mstep: Class 16 contains 193579 members 
Mstep: Class 18 contains 26916 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 6148 members 
Mstep: Class 22 contains 150845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134070472.000000 Penalty: 58289.601562
Iteration 27Q: 18 clusters Score -1.340705e+08 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 3 contains 29137 members 
Mstep: Class 4 contains 9518 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 101475 members 
Mstep: Class 7 contains 20672 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 96856 members 
Mstep: Class 11 contains 108190 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 8165 members 
Mstep: Class 15 contains 76622 members 
Mstep: Class 16 contains 196879 members 
Mstep: Class 18 contains 27143 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 147746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134069160.000000 Penalty: 58289.601562
Iteration 28Q: 18 clusters Score -1.340692e+08 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 3 contains 29800 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 98437 members 
Mstep: Class 7 contains 20592 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 96713 members 
Mstep: Class 11 contains 107213 members 
Mstep: Class 13 contains 8364 members 
Mstep: Class 14 contains 8148 members 
Mstep: Class 15 contains 76616 members 
Mstep: Class 16 contains 199861 members 
Mstep: Class 18 contains 27391 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 145226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134067984.000000 Penalty: 58289.601562
Iteration 29Q: 18 clusters Score -1.34068e+08 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 3 contains 30395 members 
Mstep: Class 4 contains 9603 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 95782 members 
Mstep: Class 7 contains 20533 members 
Mstep: Class 9 contains 4416 members 
Mstep: Class 10 contains 96586 members 
Mstep: Class 11 contains 106388 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 8135 members 
Mstep: Class 15 contains 76611 members 
Mstep: Class 16 contains 202590 members 
Mstep: Class 18 contains 27638 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 142980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134067320.000000 Penalty: 58289.601562
Iteration 30Q: 18 clusters Score -1.340673e+08 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 170808 members 
Mstep: Class 3 contains 30966 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 93534 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 96474 members 
Mstep: Class 11 contains 105553 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 8125 members 
Mstep: Class 15 contains 76592 members 
Mstep: Class 16 contains 205007 members 
Mstep: Class 18 contains 27948 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 6034 members 
Mstep: Class 22 contains 140964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066400.000000 Penalty: 58289.601562
Iteration 31Q: 18 clusters Score -1.340664e+08 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 3 contains 31464 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 91677 members 
Mstep: Class 7 contains 20425 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 96364 members 
Mstep: Class 11 contains 104719 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 8112 members 
Mstep: Class 15 contains 76589 members 
Mstep: Class 16 contains 207206 members 
Mstep: Class 18 contains 28291 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 139120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066632.000000 Penalty: 58289.601562
Iteration 32Q: 18 clusters Score -1.340666e+08 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 174081 members 
Mstep: Class 3 contains 31900 members 
Mstep: Class 4 contains 9701 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 90251 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 96261 members 
Mstep: Class 11 contains 103872 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 15 contains 76584 members 
Mstep: Class 16 contains 209110 members 
Mstep: Class 18 contains 28631 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 137417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066072.000000 Penalty: 58289.601562
Iteration 33Q: 18 clusters Score -1.340661e+08 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 3 contains 32276 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 89078 members 
Mstep: Class 7 contains 20369 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 96210 members 
Mstep: Class 11 contains 103042 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 8067 members 
Mstep: Class 15 contains 76582 members 
Mstep: Class 16 contains 210731 members 
Mstep: Class 18 contains 28978 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 135865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134065976.000000 Penalty: 58289.601562
Iteration 34Q: 18 clusters Score -1.34066e+08 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 176745 members 
Mstep: Class 3 contains 32629 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 88291 members 
Mstep: Class 7 contains 20363 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 96187 members 
Mstep: Class 11 contains 102247 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 8045 members 
Mstep: Class 15 contains 76586 members 
Mstep: Class 16 contains 211961 members 
Mstep: Class 18 contains 29273 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 5948 members 
Mstep: Class 22 contains 134372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066248.000000 Penalty: 58289.601562
Iteration 35Q: 18 clusters Score -1.340662e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 3 contains 32920 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 87912 members 
Mstep: Class 7 contains 20357 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 96168 members 
Mstep: Class 11 contains 101403 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 76586 members 
Mstep: Class 16 contains 212966 members 
Mstep: Class 18 contains 29556 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 22 contains 132945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066576.000000 Penalty: 58289.601562
Iteration 36Q: 18 clusters Score -1.340666e+08 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 178891 members 
Mstep: Class 3 contains 33156 members 
Mstep: Class 4 contains 9818 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 87913 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 96149 members 
Mstep: Class 11 contains 100506 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 76584 members 
Mstep: Class 16 contains 213793 members 
Mstep: Class 18 contains 29792 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 131626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066576.000000 Penalty: 58289.601562
Iteration 37Q: 18 clusters Score -1.340666e+08 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 3 contains 33367 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88203 members 
Mstep: Class 7 contains 20362 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 96138 members 
Mstep: Class 11 contains 99588 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 7970 members 
Mstep: Class 15 contains 76588 members 
Mstep: Class 16 contains 214408 members 
Mstep: Class 18 contains 30004 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 22 contains 130372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134066368.000000 Penalty: 58289.601562
Iteration 38Q: 18 clusters Score -1.340664e+08 nChanged 6495
Entering ConstructFrom: 
Score: -134066368.000000 Penalty: 58289.601562
Entering ConstructFrom: 
Trying to split cluster 1 (180603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Entering Unmasked Estep 
Score: -24626414.000000 Penalty: 3001.805908
	Iteration 0F: 2 clusters Score -2.462641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -24527040.000000 Penalty: 6003.611816
	Iteration 0F: 3 clusters Score -2.452704e+07 nChanged 86799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -24577714.000000 Penalty: 6003.611816
	Iteration 1F: 3 clusters Score -2.457771e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -24578834.000000 Penalty: 6003.611816
	Iteration 2Q: 3 clusters Score -2.457883e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -24580390.000000 Penalty: 6003.611816
	Iteration 3Q: 3 clusters Score -2.458039e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -24583334.000000 Penalty: 6003.611816
	Iteration 4Q: 3 clusters Score -2.458333e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -24587914.000000 Penalty: 6003.611816
	Iteration 5F: 3 clusters Score -2.458791e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -24595750.000000 Penalty: 6003.611816
	Iteration 6F: 3 clusters Score -2.459575e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -24606318.000000 Penalty: 6003.611816
	Iteration 7F: 3 clusters Score -2.460632e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -24615594.000000 Penalty: 6003.611816
	Iteration 8F: 3 clusters Score -2.461559e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -24620946.000000 Penalty: 6003.611816
	Iteration 9F: 3 clusters Score -2.462095e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -24623370.000000 Penalty: 6003.611816
	Iteration 10Q: 3 clusters Score -2.462337e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -24624044.000000 Penalty: 6003.611816
	Iteration 11Q: 3 clusters Score -2.462404e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 177921 members 
Entering Unmasked Estep 
Score: -24624304.000000 Penalty: 6003.611816
	Iteration 12Q: 3 clusters Score -2.46243e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 178626 members 
Entering Unmasked Estep 
Score: -24624362.000000 Penalty: 6003.611816
	Iteration 13Q: 3 clusters Score -2.462436e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -24624318.000000 Penalty: 6003.611816
	Iteration 14Q: 3 clusters Score -2.462432e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -24624344.000000 Penalty: 6003.611816
	Iteration 15Q: 3 clusters Score -2.462434e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 179349 members 
Entering Unmasked Estep 
Score: -24624384.000000 Penalty: 6003.611816
	Iteration 16Q: 3 clusters Score -2.462438e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 179443 members 
Entering Unmasked Estep 
Score: -24624398.000000 Penalty: 6003.611816
	Iteration 17Q: 3 clusters Score -2.46244e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -24624356.000000 Penalty: 6003.611816
	Iteration 18Q: 3 clusters Score -2.462436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -24624334.000000 Penalty: 6003.611816
	Iteration 19Q: 3 clusters Score -2.462433e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -24624344.000000 Penalty: 6003.611816
	Iteration 20F: 3 clusters Score -2.462434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -24624342.000000 Penalty: 6003.611816
	Iteration 21Q: 3 clusters Score -2.462434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -24624380.000000 Penalty: 6003.611816
	Iteration 22Q: 3 clusters Score -2.462438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 179672 members 
Entering Unmasked Estep 
Score: -24624360.000000 Penalty: 6003.611816
	Iteration 23Q: 3 clusters Score -2.462436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -24624366.000000 Penalty: 6003.611816
	Iteration 24Q: 3 clusters Score -2.462437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 179698 members 
Entering Unmasked Estep 
Score: -24624390.000000 Penalty: 6003.611816
	Iteration 25Q: 3 clusters Score -2.462439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -24624420.000000 Penalty: 6003.611816
	Iteration 26Q: 3 clusters Score -2.462442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -24624426.000000 Penalty: 6003.611816
	Iteration 27Q: 3 clusters Score -2.462443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 179736 members 
Entering Unmasked Estep 
Score: -24624414.000000 Penalty: 6003.611816
	Iteration 28Q: 3 clusters Score -2.462441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -24624412.000000 Penalty: 6003.611816
	Iteration 29Q: 3 clusters Score -2.462441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -24624418.000000 Penalty: 6003.611816
	Iteration 30Q: 3 clusters Score -2.462442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -24624440.000000 Penalty: 6003.611816
	Iteration 31Q: 3 clusters Score -2.462444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 179762 members 
Entering Unmasked Estep 
Score: -24624444.000000 Penalty: 6003.611816
	Iteration 32Q: 3 clusters Score -2.462444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179768 members 
Entering Unmasked Estep 
Score: -24624458.000000 Penalty: 6003.611816
	Iteration 33Q: 3 clusters Score -2.462446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179768 members 
Entering Unmasked Estep 
Score: -24624462.000000 Penalty: 6003.611816
	Iteration 34Q: 3 clusters Score -2.462446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -24624454.000000 Penalty: 6003.611816
	Iteration 35Q: 3 clusters Score -2.462445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 179764 members 
Entering Unmasked Estep 
Score: -24624458.000000 Penalty: 6003.611816
	Iteration 36Q: 3 clusters Score -2.462446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -24624456.000000 Penalty: 6003.611816
	Iteration 37Q: 3 clusters Score -2.462446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179768 members 
Entering Unmasked Estep 
Score: -24624442.000000 Penalty: 6003.611816
	Iteration 38Q: 3 clusters Score -2.462444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179768 members 
Entering Unmasked Estep 
Score: -24624456.000000 Penalty: 6003.611816
	Iteration 39Q: 3 clusters Score -2.462446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -24624450.000000 Penalty: 6003.611816
	Iteration 40F: 3 clusters Score -2.462445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -24624448.000000 Penalty: 6003.611816
	Iteration 41Q: 3 clusters Score -2.462445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -24624444.000000 Penalty: 6003.611816
	Iteration 42Q: 3 clusters Score -2.462444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -24624444.000000 Penalty: 6003.611816
	Iteration 43F: 3 clusters Score -2.462444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Entering Unmasked Estep 
Score: -4467716.500000 Penalty: 2584.245605
	Iteration 0F: 2 clusters Score -4467716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4444893.000000 Penalty: 5168.491211
	Iteration 0F: 3 clusters Score -4444893 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4453499.500000 Penalty: 5168.491211
	Iteration 1F: 3 clusters Score -4453500 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4455705.500000 Penalty: 5168.491211
	Iteration 2F: 3 clusters Score -4455706 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4459074.000000 Penalty: 5168.491211
	Iteration 3F: 3 clusters Score -4459074 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4462891.500000 Penalty: 5168.491211
	Iteration 4F: 3 clusters Score -4462892 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4465641.000000 Penalty: 5168.491211
	Iteration 5F: 3 clusters Score -4465641 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4466905.500000 Penalty: 5168.491211
	Iteration 6F: 3 clusters Score -4466906 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4467453.000000 Penalty: 5168.491211
	Iteration 7Q: 3 clusters Score -4467453 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4467752.500000 Penalty: 5168.491211
	Iteration 8Q: 3 clusters Score -4467752 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4468000.500000 Penalty: 5168.491211
	Iteration 9Q: 3 clusters Score -4468000 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4468183.000000 Penalty: 5168.491211
	Iteration 10Q: 3 clusters Score -4468183 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4468330.000000 Penalty: 5168.491211
	Iteration 11Q: 3 clusters Score -4468330 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4468432.500000 Penalty: 5168.491211
	Iteration 12Q: 3 clusters Score -4468432 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4468509.500000 Penalty: 5168.491211
	Iteration 13Q: 3 clusters Score -4468510 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4468560.500000 Penalty: 5168.491211
	Iteration 14Q: 3 clusters Score -4468560 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4468601.000000 Penalty: 5168.491211
	Iteration 15Q: 3 clusters Score -4468601 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4468648.000000 Penalty: 5168.491211
	Iteration 16Q: 3 clusters Score -4468648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4468686.500000 Penalty: 5168.491211
	Iteration 17Q: 3 clusters Score -4468686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4468710.500000 Penalty: 5168.491211
	Iteration 18Q: 3 clusters Score -4468710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4468726.000000 Penalty: 5168.491211
	Iteration 19Q: 3 clusters Score -4468726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4468753.000000 Penalty: 5168.491211
	Iteration 20F: 3 clusters Score -4468753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4468758.000000 Penalty: 5168.491211
	Iteration 21Q: 3 clusters Score -4468758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4468762.000000 Penalty: 5168.491211
	Iteration 22Q: 3 clusters Score -4468762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4468768.000000 Penalty: 5168.491211
	Iteration 23Q: 3 clusters Score -4468768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4468777.000000 Penalty: 5168.491211
	Iteration 24Q: 3 clusters Score -4468777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4468783.500000 Penalty: 5168.491211
	Iteration 25Q: 3 clusters Score -4468784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4468786.500000 Penalty: 5168.491211
	Iteration 26Q: 3 clusters Score -4468786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4468782.000000 Penalty: 5168.491211
	Iteration 27Q: 3 clusters Score -4468782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4468786.000000 Penalty: 5168.491211
	Iteration 28Q: 3 clusters Score -4468786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4468796.000000 Penalty: 5168.491211
	Iteration 29Q: 3 clusters Score -4468796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4468797.000000 Penalty: 5168.491211
	Iteration 30Q: 3 clusters Score -4468797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4468801.500000 Penalty: 5168.491211
	Iteration 31Q: 3 clusters Score -4468802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4468802.500000 Penalty: 5168.491211
	Iteration 32Q: 3 clusters Score -4468802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4468802.000000 Penalty: 5168.491211
	Iteration 33Q: 3 clusters Score -4468802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4468803.000000 Penalty: 5168.491211
	Iteration 34Q: 3 clusters Score -4468803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4468799.500000 Penalty: 5168.491211
	Iteration 35Q: 3 clusters Score -4468800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4468801.500000 Penalty: 5168.491211
	Iteration 36Q: 3 clusters Score -4468802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4468795.000000 Penalty: 5168.491211
	Iteration 37Q: 3 clusters Score -4468795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4468796.000000 Penalty: 5168.491211
	Iteration 38Q: 3 clusters Score -4468796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4468795.500000 Penalty: 5168.491211
	Iteration 39Q: 3 clusters Score -4468796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4468793.000000 Penalty: 5168.491211
	Iteration 40F: 3 clusters Score -4468793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 30708 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
Score: -134066160.000000 Penalty: 61718.402344
Splitting cluster 3 changes total score from -134066368.000000 to -134066160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Entering Unmasked Estep 
Score: -1257785.375000 Penalty: 2280.894287
	Iteration 0F: 2 clusters Score -1257785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1250236.875000 Penalty: 4561.788574
	Iteration 0F: 3 clusters Score -1250237 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1252393.500000 Penalty: 4561.788574
	Iteration 1F: 3 clusters Score -1252394 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1252734.500000 Penalty: 4561.788574
	Iteration 2F: 3 clusters Score -1252734 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1252986.250000 Penalty: 4561.788574
	Iteration 3F: 3 clusters Score -1252986 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1253193.500000 Penalty: 4561.788574
	Iteration 4Q: 3 clusters Score -1253194 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1253370.875000 Penalty: 4561.788574
	Iteration 5Q: 3 clusters Score -1253371 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1253550.250000 Penalty: 4561.788574
	Iteration 6Q: 3 clusters Score -1253550 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1253775.875000 Penalty: 4561.788574
	Iteration 7Q: 3 clusters Score -1253776 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1254072.000000 Penalty: 4561.788574
	Iteration 8Q: 3 clusters Score -1254072 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1254410.625000 Penalty: 4561.788574
	Iteration 9Q: 3 clusters Score -1254411 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1254771.625000 Penalty: 4561.788574
	Iteration 10Q: 3 clusters Score -1254772 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1255136.250000 Penalty: 4561.788574
	Iteration 11Q: 3 clusters Score -1255136 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1255495.375000 Penalty: 4561.788574
	Iteration 12Q: 3 clusters Score -1255495 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1255840.250000 Penalty: 4561.788574
	Iteration 13Q: 3 clusters Score -1255840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1256094.750000 Penalty: 4561.788574
	Iteration 14Q: 3 clusters Score -1256095 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1256267.000000 Penalty: 4561.788574
	Iteration 15Q: 3 clusters Score -1256267 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1256375.875000 Penalty: 4561.788574
	Iteration 16Q: 3 clusters Score -1256376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1256438.250000 Penalty: 4561.788574
	Iteration 17Q: 3 clusters Score -1256438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1256495.000000 Penalty: 4561.788574
	Iteration 18Q: 3 clusters Score -1256495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1256523.375000 Penalty: 4561.788574
	Iteration 19Q: 3 clusters Score -1256523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1256547.625000 Penalty: 4561.788574
	Iteration 20F: 3 clusters Score -1256548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1256559.500000 Penalty: 4561.788574
	Iteration 21Q: 3 clusters Score -1256560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1256564.750000 Penalty: 4561.788574
	Iteration 22Q: 3 clusters Score -1256565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1256571.375000 Penalty: 4561.788574
	Iteration 23Q: 3 clusters Score -1256571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1256580.500000 Penalty: 4561.788574
	Iteration 24Q: 3 clusters Score -1256580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1256588.250000 Penalty: 4561.788574
	Iteration 25Q: 3 clusters Score -1256588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1256592.750000 Penalty: 4561.788574
	Iteration 26Q: 3 clusters Score -1256593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1256596.750000 Penalty: 4561.788574
	Iteration 27Q: 3 clusters Score -1256597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1256595.125000 Penalty: 4561.788574
	Iteration 28Q: 3 clusters Score -1256595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1256594.625000 Penalty: 4561.788574
	Iteration 29Q: 3 clusters Score -1256595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1256599.375000 Penalty: 4561.788574
	Iteration 30Q: 3 clusters Score -1256599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1256600.375000 Penalty: 4561.788574
	Iteration 31Q: 3 clusters Score -1256600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1256599.500000 Penalty: 4561.788574
	Iteration 32Q: 3 clusters Score -1256600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1256601.750000 Penalty: 4561.788574
	Iteration 33Q: 3 clusters Score -1256602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1256600.625000 Penalty: 4561.788574
	Iteration 34Q: 3 clusters Score -1256601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1256600.375000 Penalty: 4561.788574
	Iteration 35Q: 3 clusters Score -1256600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1256602.875000 Penalty: 4561.788574
	Iteration 36Q: 3 clusters Score -1256603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1256602.625000 Penalty: 4561.788574
	Iteration 37Q: 3 clusters Score -1256603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1256602.625000 Penalty: 4561.788574
	Iteration 38Q: 3 clusters Score -1256603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1256602.875000 Penalty: 4561.788574
	Iteration 39Q: 3 clusters Score -1256603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1256603.250000 Penalty: 4561.788574
	Iteration 40F: 3 clusters Score -1256603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -324617.843750 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -324617.8 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 1227 members 
Entering Unmasked Estep 
Score: -321716.843750 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -321716.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322253.156250 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -322253.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -322407.375000 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -322407.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -322476.875000 Penalty: 3864.595459
	Iteration 3Q: 3 clusters Score -322476.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -322523.187500 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -322523.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -322555.750000 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -322555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -322583.812500 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -322583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322604.906250 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -322604.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322620.875000 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -322620.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -322631.125000 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -322631.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -322639.750000 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -322639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -322646.375000 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -322646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -322652.937500 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -322652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -322661.406250 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -322661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -322669.156250 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -322669.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322679.656250 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -322679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -322685.031250 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -322685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -322693.125000 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -322693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -322697.750000 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -322697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322701.750000 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -322701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -322706.125000 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -322706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -322709.812500 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -322709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322713.687500 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -322713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -322716.281250 Penalty: 3864.595459
	Iteration 23Q: 3 clusters Score -322716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -322717.437500 Penalty: 3864.595459
	Iteration 24Q: 3 clusters Score -322717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -322717.750000 Penalty: 3864.595459
	Iteration 25Q: 3 clusters Score -322717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322718.687500 Penalty: 3864.595459
	Iteration 26Q: 3 clusters Score -322718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -322721.531250 Penalty: 3864.595459
	Iteration 27Q: 3 clusters Score -322721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -322723.218750 Penalty: 3864.595459
	Iteration 28Q: 3 clusters Score -322723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -322724.281250 Penalty: 3864.595459
	Iteration 29Q: 3 clusters Score -322724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -322724.593750 Penalty: 3864.595459
	Iteration 30Q: 3 clusters Score -322724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -322725.875000 Penalty: 3864.595459
	Iteration 31Q: 3 clusters Score -322725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322726.031250 Penalty: 3864.595459
	Iteration 32Q: 3 clusters Score -322726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322726.031250 Penalty: 3864.595459
	Iteration 33F: 3 clusters Score -322726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Entering Unmasked Estep 
Score: -12169035.000000 Penalty: 2825.562744
	Iteration 0F: 2 clusters Score -1.216904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -12109630.000000 Penalty: 5651.125488
	Iteration 0F: 3 clusters Score -1.210963e+07 nChanged 41898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -12133845.000000 Penalty: 5651.125488
	Iteration 1F: 3 clusters Score -1.213384e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -12134918.000000 Penalty: 5651.125488
	Iteration 2Q: 3 clusters Score -1.213492e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -12136091.000000 Penalty: 5651.125488
	Iteration 3Q: 3 clusters Score -1.213609e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -12137252.000000 Penalty: 5651.125488
	Iteration 4Q: 3 clusters Score -1.213725e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -12138664.000000 Penalty: 5651.125488
	Iteration 5Q: 3 clusters Score -1.213866e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -12140314.000000 Penalty: 5651.125488
	Iteration 6Q: 3 clusters Score -1.214031e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -12142039.000000 Penalty: 5651.125488
	Iteration 7Q: 3 clusters Score -1.214204e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -12144224.000000 Penalty: 5651.125488
	Iteration 8F: 3 clusters Score -1.214422e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -12146953.000000 Penalty: 5651.125488
	Iteration 9F: 3 clusters Score -1.214695e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -12150031.000000 Penalty: 5651.125488
	Iteration 10F: 3 clusters Score -1.215003e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -12153213.000000 Penalty: 5651.125488
	Iteration 11F: 3 clusters Score -1.215321e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -12155355.000000 Penalty: 5651.125488
	Iteration 12Q: 3 clusters Score -1.215536e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -12156393.000000 Penalty: 5651.125488
	Iteration 13Q: 3 clusters Score -1.215639e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -12156867.000000 Penalty: 5651.125488
	Iteration 14Q: 3 clusters Score -1.215687e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -12157230.000000 Penalty: 5651.125488
	Iteration 15Q: 3 clusters Score -1.215723e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -12157624.000000 Penalty: 5651.125488
	Iteration 16Q: 3 clusters Score -1.215762e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -12158004.000000 Penalty: 5651.125488
	Iteration 17Q: 3 clusters Score -1.2158e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -12158388.000000 Penalty: 5651.125488
	Iteration 18Q: 3 clusters Score -1.215839e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -12158787.000000 Penalty: 5651.125488
	Iteration 19Q: 3 clusters Score -1.215879e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -12159342.000000 Penalty: 5651.125488
	Iteration 20F: 3 clusters Score -1.215934e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -12159748.000000 Penalty: 5651.125488
	Iteration 21Q: 3 clusters Score -1.215975e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -12160195.000000 Penalty: 5651.125488
	Iteration 22Q: 3 clusters Score -1.21602e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -12160615.000000 Penalty: 5651.125488
	Iteration 23Q: 3 clusters Score -1.216062e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -12161031.000000 Penalty: 5651.125488
	Iteration 24Q: 3 clusters Score -1.216103e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -12161495.000000 Penalty: 5651.125488
	Iteration 25Q: 3 clusters Score -1.21615e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -12161798.000000 Penalty: 5651.125488
	Iteration 26Q: 3 clusters Score -1.21618e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -12162237.000000 Penalty: 5651.125488
	Iteration 27Q: 3 clusters Score -1.216224e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -12162597.000000 Penalty: 5651.125488
	Iteration 28Q: 3 clusters Score -1.21626e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -12162958.000000 Penalty: 5651.125488
	Iteration 29Q: 3 clusters Score -1.216296e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -12163236.000000 Penalty: 5651.125488
	Iteration 30Q: 3 clusters Score -1.216324e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -12163597.000000 Penalty: 5651.125488
	Iteration 31Q: 3 clusters Score -1.21636e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -12163860.000000 Penalty: 5651.125488
	Iteration 32Q: 3 clusters Score -1.216386e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -12164223.000000 Penalty: 5651.125488
	Iteration 33Q: 3 clusters Score -1.216422e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -12164476.000000 Penalty: 5651.125488
	Iteration 34Q: 3 clusters Score -1.216448e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -12164747.000000 Penalty: 5651.125488
	Iteration 35Q: 3 clusters Score -1.216475e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -12164964.000000 Penalty: 5651.125488
	Iteration 36Q: 3 clusters Score -1.216496e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -12165214.000000 Penalty: 5651.125488
	Iteration 37Q: 3 clusters Score -1.216521e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -12165425.000000 Penalty: 5651.125488
	Iteration 38Q: 3 clusters Score -1.216542e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -12165611.000000 Penalty: 5651.125488
	Iteration 39Q: 3 clusters Score -1.216561e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -12165821.000000 Penalty: 5651.125488
	Iteration 40F: 3 clusters Score -1.216582e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -12166094.000000 Penalty: 5651.125488
	Iteration 41Q: 3 clusters Score -1.216609e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -12166247.000000 Penalty: 5651.125488
	Iteration 42Q: 3 clusters Score -1.216625e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -12166415.000000 Penalty: 5651.125488
	Iteration 43Q: 3 clusters Score -1.216642e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -12166582.000000 Penalty: 5651.125488
	Iteration 44Q: 3 clusters Score -1.216658e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -12166649.000000 Penalty: 5651.125488
	Iteration 45Q: 3 clusters Score -1.216665e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -12166748.000000 Penalty: 5651.125488
	Iteration 46Q: 3 clusters Score -1.216675e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -12166842.000000 Penalty: 5651.125488
	Iteration 47Q: 3 clusters Score -1.216684e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -12166908.000000 Penalty: 5651.125488
	Iteration 48Q: 3 clusters Score -1.216691e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -12166977.000000 Penalty: 5651.125488
	Iteration 49Q: 3 clusters Score -1.216698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -12167001.000000 Penalty: 5651.125488
	Iteration 50Q: 3 clusters Score -1.2167e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -12167041.000000 Penalty: 5651.125488
	Iteration 51Q: 3 clusters Score -1.216704e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -12167107.000000 Penalty: 5651.125488
	Iteration 52Q: 3 clusters Score -1.216711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -12167120.000000 Penalty: 5651.125488
	Iteration 53Q: 3 clusters Score -1.216712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -12167155.000000 Penalty: 5651.125488
	Iteration 54Q: 3 clusters Score -1.216716e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -12167167.000000 Penalty: 5651.125488
	Iteration 55Q: 3 clusters Score -1.216717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -12167166.000000 Penalty: 5651.125488
	Iteration 56Q: 3 clusters Score -1.216717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -12167174.000000 Penalty: 5651.125488
	Iteration 57Q: 3 clusters Score -1.216717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -12167175.000000 Penalty: 5651.125488
	Iteration 58Q: 3 clusters Score -1.216718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -12167190.000000 Penalty: 5651.125488
	Iteration 59Q: 3 clusters Score -1.216719e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -12167195.000000 Penalty: 5651.125488
	Iteration 60F: 3 clusters Score -1.21672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -12167210.000000 Penalty: 5651.125488
	Iteration 61Q: 3 clusters Score -1.216721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -12167206.000000 Penalty: 5651.125488
	Iteration 62Q: 3 clusters Score -1.216721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -12167223.000000 Penalty: 5651.125488
	Iteration 63Q: 3 clusters Score -1.216722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -12167241.000000 Penalty: 5651.125488
	Iteration 64Q: 3 clusters Score -1.216724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -12167249.000000 Penalty: 5651.125488
	Iteration 65Q: 3 clusters Score -1.216725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -12167263.000000 Penalty: 5651.125488
	Iteration 66Q: 3 clusters Score -1.216726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -12167264.000000 Penalty: 5651.125488
	Iteration 67Q: 3 clusters Score -1.216726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -12167267.000000 Penalty: 5651.125488
	Iteration 68Q: 3 clusters Score -1.216727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -12167260.000000 Penalty: 5651.125488
	Iteration 69Q: 3 clusters Score -1.216726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -12167268.000000 Penalty: 5651.125488
	Iteration 70Q: 3 clusters Score -1.216727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -12167249.000000 Penalty: 5651.125488
	Iteration 71Q: 3 clusters Score -1.216725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -12167251.000000 Penalty: 5651.125488
	Iteration 72Q: 3 clusters Score -1.216725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -12167246.000000 Penalty: 5651.125488
	Iteration 73Q: 3 clusters Score -1.216725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -12167243.000000 Penalty: 5651.125488
	Iteration 74Q: 3 clusters Score -1.216724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -12167264.000000 Penalty: 5651.125488
	Iteration 75Q: 3 clusters Score -1.216726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -12167262.000000 Penalty: 5651.125488
	Iteration 76Q: 3 clusters Score -1.216726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -12167258.000000 Penalty: 5651.125488
	Iteration 77Q: 3 clusters Score -1.216726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -12167240.000000 Penalty: 5651.125488
	Iteration 78Q: 3 clusters Score -1.216724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -12167252.000000 Penalty: 5651.125488
	Iteration 79Q: 3 clusters Score -1.216725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -12167258.000000 Penalty: 5651.125488
	Iteration 80F: 3 clusters Score -1.216726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -12167280.000000 Penalty: 5651.125488
	Iteration 81Q: 3 clusters Score -1.216728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -12167266.000000 Penalty: 5651.125488
	Iteration 82Q: 3 clusters Score -1.216727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -12167259.000000 Penalty: 5651.125488
	Iteration 83Q: 3 clusters Score -1.216726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -12167265.000000 Penalty: 5651.125488
	Iteration 84Q: 3 clusters Score -1.216726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -12167259.000000 Penalty: 5651.125488
	Iteration 85Q: 3 clusters Score -1.216726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -12167260.000000 Penalty: 5651.125488
	Iteration 86Q: 3 clusters Score -1.216726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -12167261.000000 Penalty: 5651.125488
	Iteration 87Q: 3 clusters Score -1.216726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -12167263.000000 Penalty: 5651.125488
	Iteration 88Q: 3 clusters Score -1.216726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -12167254.000000 Penalty: 5651.125488
	Iteration 89Q: 3 clusters Score -1.216725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -12167244.000000 Penalty: 5651.125488
	Iteration 90Q: 3 clusters Score -1.216724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -12167250.000000 Penalty: 5651.125488
	Iteration 91Q: 3 clusters Score -1.216725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -12167250.000000 Penalty: 5651.125488
	Iteration 92F: 3 clusters Score -1.216725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Entering Unmasked Estep 
Score: -2767821.750000 Penalty: 2460.318604
	Iteration 0F: 2 clusters Score -2767822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2753498.000000 Penalty: 4920.637207
	Iteration 0F: 3 clusters Score -2753498 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2758375.000000 Penalty: 4920.637207
	Iteration 1F: 3 clusters Score -2758375 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2758835.500000 Penalty: 4920.637207
	Iteration 2F: 3 clusters Score -2758836 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2759289.000000 Penalty: 4920.637207
	Iteration 3Q: 3 clusters Score -2759289 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2759716.250000 Penalty: 4920.637207
	Iteration 4Q: 3 clusters Score -2759716 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2760226.000000 Penalty: 4920.637207
	Iteration 5Q: 3 clusters Score -2760226 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2760922.500000 Penalty: 4920.637207
	Iteration 6Q: 3 clusters Score -2760922 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2761764.500000 Penalty: 4920.637207
	Iteration 7F: 3 clusters Score -2761764 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2762696.250000 Penalty: 4920.637207
	Iteration 8F: 3 clusters Score -2762696 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2763772.250000 Penalty: 4920.637207
	Iteration 9F: 3 clusters Score -2763772 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2764845.750000 Penalty: 4920.637207
	Iteration 10F: 3 clusters Score -2764846 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2765604.500000 Penalty: 4920.637207
	Iteration 11Q: 3 clusters Score -2765604 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2766028.000000 Penalty: 4920.637207
	Iteration 12Q: 3 clusters Score -2766028 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2766286.750000 Penalty: 4920.637207
	Iteration 13Q: 3 clusters Score -2766287 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2766466.000000 Penalty: 4920.637207
	Iteration 14Q: 3 clusters Score -2766466 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2766593.500000 Penalty: 4920.637207
	Iteration 15Q: 3 clusters Score -2766594 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2766701.000000 Penalty: 4920.637207
	Iteration 16Q: 3 clusters Score -2766701 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2766804.250000 Penalty: 4920.637207
	Iteration 17Q: 3 clusters Score -2766804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2766863.250000 Penalty: 4920.637207
	Iteration 18Q: 3 clusters Score -2766863 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2766941.250000 Penalty: 4920.637207
	Iteration 19Q: 3 clusters Score -2766941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2766984.500000 Penalty: 4920.637207
	Iteration 20F: 3 clusters Score -2766984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2767041.500000 Penalty: 4920.637207
	Iteration 21Q: 3 clusters Score -2767042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2767059.500000 Penalty: 4920.637207
	Iteration 22Q: 3 clusters Score -2767060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2767104.750000 Penalty: 4920.637207
	Iteration 23Q: 3 clusters Score -2767105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2767138.250000 Penalty: 4920.637207
	Iteration 24Q: 3 clusters Score -2767138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2767170.250000 Penalty: 4920.637207
	Iteration 25Q: 3 clusters Score -2767170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2767195.250000 Penalty: 4920.637207
	Iteration 26Q: 3 clusters Score -2767195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2767195.250000 Penalty: 4920.637207
	Iteration 27Q: 3 clusters Score -2767195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2767211.500000 Penalty: 4920.637207
	Iteration 28Q: 3 clusters Score -2767212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2767223.250000 Penalty: 4920.637207
	Iteration 29Q: 3 clusters Score -2767223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2767249.000000 Penalty: 4920.637207
	Iteration 30Q: 3 clusters Score -2767249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2767267.750000 Penalty: 4920.637207
	Iteration 31Q: 3 clusters Score -2767268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2767276.250000 Penalty: 4920.637207
	Iteration 32Q: 3 clusters Score -2767276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2767290.500000 Penalty: 4920.637207
	Iteration 33Q: 3 clusters Score -2767290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2767293.250000 Penalty: 4920.637207
	Iteration 34Q: 3 clusters Score -2767293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2767289.500000 Penalty: 4920.637207
	Iteration 35Q: 3 clusters Score -2767290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2767297.500000 Penalty: 4920.637207
	Iteration 36Q: 3 clusters Score -2767298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2767305.250000 Penalty: 4920.637207
	Iteration 37Q: 3 clusters Score -2767305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2767313.250000 Penalty: 4920.637207
	Iteration 38Q: 3 clusters Score -2767313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2767317.500000 Penalty: 4920.637207
	Iteration 39Q: 3 clusters Score -2767318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2767321.250000 Penalty: 4920.637207
	Iteration 40F: 3 clusters Score -2767321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2767326.750000 Penalty: 4920.637207
	Iteration 41Q: 3 clusters Score -2767327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2767322.250000 Penalty: 4920.637207
	Iteration 42Q: 3 clusters Score -2767322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2767325.750000 Penalty: 4920.637207
	Iteration 43Q: 3 clusters Score -2767326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2767322.500000 Penalty: 4920.637207
	Iteration 44Q: 3 clusters Score -2767322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2767322.500000 Penalty: 4920.637207
	Iteration 45F: 3 clusters Score -2767322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -476866.593750 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -476866.6 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 1997 members 
Entering Unmasked Estep 
Score: -473184.750000 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -473184.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -474916.031250 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -474916 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -476219.875000 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -476219.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -477157.343750 Penalty: 4109.113770
	Iteration 3F: 3 clusters Score -477157.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -477769.312500 Penalty: 4109.113770
	Iteration 4F: 3 clusters Score -477769.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -478045.031250 Penalty: 4109.113770
	Iteration 5F: 3 clusters Score -478045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -478203.406250 Penalty: 4109.113770
	Iteration 6Q: 3 clusters Score -478203.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -478324.906250 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -478324.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -478389.937500 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -478389.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -478407.562500 Penalty: 4109.113770
	Iteration 9Q: 3 clusters Score -478407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -478416.218750 Penalty: 4109.113770
	Iteration 10Q: 3 clusters Score -478416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -478419.718750 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -478419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -478423.812500 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -478423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -478428.031250 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -478428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -478430.468750 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -478430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -478429.781250 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -478429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -478429.781250 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -478429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -478431.187500 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -478431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -478431.000000 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -478431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -478432.812500 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -478432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -478433.125000 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -478433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 33535 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
Score: -134066280.000000 Penalty: 61718.402344
Splitting cluster 9 changes total score from -134066368.000000 to -134066280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (96139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Entering Unmasked Estep 
Score: -13105859.000000 Penalty: 2845.440674
	Iteration 0F: 2 clusters Score -1.310586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -13041494.000000 Penalty: 5690.881348
	Iteration 0F: 3 clusters Score -1.304149e+07 nChanged 45198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -13067692.000000 Penalty: 5690.881348
	Iteration 1F: 3 clusters Score -1.306769e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -13068928.000000 Penalty: 5690.881348
	Iteration 2Q: 3 clusters Score -1.306893e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -13070565.000000 Penalty: 5690.881348
	Iteration 3Q: 3 clusters Score -1.307056e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -13073447.000000 Penalty: 5690.881348
	Iteration 4F: 3 clusters Score -1.307345e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -13077858.000000 Penalty: 5690.881348
	Iteration 5F: 3 clusters Score -1.307786e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -13083487.000000 Penalty: 5690.881348
	Iteration 6F: 3 clusters Score -1.308349e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -13089155.000000 Penalty: 5690.881348
	Iteration 7F: 3 clusters Score -1.308916e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -13093540.000000 Penalty: 5690.881348
	Iteration 8F: 3 clusters Score -1.309354e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -13096586.000000 Penalty: 5690.881348
	Iteration 9F: 3 clusters Score -1.309659e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -13098641.000000 Penalty: 5690.881348
	Iteration 10Q: 3 clusters Score -1.309864e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -13100165.000000 Penalty: 5690.881348
	Iteration 11Q: 3 clusters Score -1.310016e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -13101364.000000 Penalty: 5690.881348
	Iteration 12Q: 3 clusters Score -1.310136e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -13102225.000000 Penalty: 5690.881348
	Iteration 13Q: 3 clusters Score -1.310222e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -13102735.000000 Penalty: 5690.881348
	Iteration 14Q: 3 clusters Score -1.310274e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -13103208.000000 Penalty: 5690.881348
	Iteration 15Q: 3 clusters Score -1.310321e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -13103558.000000 Penalty: 5690.881348
	Iteration 16Q: 3 clusters Score -1.310356e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13103759.000000 Penalty: 5690.881348
	Iteration 17Q: 3 clusters Score -1.310376e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -13103895.000000 Penalty: 5690.881348
	Iteration 18Q: 3 clusters Score -1.31039e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -13103912.000000 Penalty: 5690.881348
	Iteration 19Q: 3 clusters Score -1.310391e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -13103964.000000 Penalty: 5690.881348
	Iteration 20F: 3 clusters Score -1.310396e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -13104039.000000 Penalty: 5690.881348
	Iteration 21Q: 3 clusters Score -1.310404e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -13104068.000000 Penalty: 5690.881348
	Iteration 22Q: 3 clusters Score -1.310407e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -13104116.000000 Penalty: 5690.881348
	Iteration 23Q: 3 clusters Score -1.310412e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -13104116.000000 Penalty: 5690.881348
	Iteration 24Q: 3 clusters Score -1.310412e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13104137.000000 Penalty: 5690.881348
	Iteration 25Q: 3 clusters Score -1.310414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13104122.000000 Penalty: 5690.881348
	Iteration 26Q: 3 clusters Score -1.310412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13104147.000000 Penalty: 5690.881348
	Iteration 27Q: 3 clusters Score -1.310415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -13104167.000000 Penalty: 5690.881348
	Iteration 28Q: 3 clusters Score -1.310417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13104147.000000 Penalty: 5690.881348
	Iteration 29Q: 3 clusters Score -1.310415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -13104161.000000 Penalty: 5690.881348
	Iteration 30Q: 3 clusters Score -1.310416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -13104141.000000 Penalty: 5690.881348
	Iteration 31Q: 3 clusters Score -1.310414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -13104158.000000 Penalty: 5690.881348
	Iteration 32Q: 3 clusters Score -1.310416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13104151.000000 Penalty: 5690.881348
	Iteration 33Q: 3 clusters Score -1.310415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -13104162.000000 Penalty: 5690.881348
	Iteration 34Q: 3 clusters Score -1.310416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -13104171.000000 Penalty: 5690.881348
	Iteration 35Q: 3 clusters Score -1.310417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -13104179.000000 Penalty: 5690.881348
	Iteration 36Q: 3 clusters Score -1.310418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13104199.000000 Penalty: 5690.881348
	Iteration 37Q: 3 clusters Score -1.31042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13104209.000000 Penalty: 5690.881348
	Iteration 38Q: 3 clusters Score -1.310421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13104210.000000 Penalty: 5690.881348
	Iteration 39Q: 3 clusters Score -1.310421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -13104231.000000 Penalty: 5690.881348
	Iteration 40F: 3 clusters Score -1.310423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -13104215.000000 Penalty: 5690.881348
	Iteration 41Q: 3 clusters Score -1.310422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -13104223.000000 Penalty: 5690.881348
	Iteration 42Q: 3 clusters Score -1.310422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13104232.000000 Penalty: 5690.881348
	Iteration 43Q: 3 clusters Score -1.310423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -13104241.000000 Penalty: 5690.881348
	Iteration 44Q: 3 clusters Score -1.310424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -13104245.000000 Penalty: 5690.881348
	Iteration 45Q: 3 clusters Score -1.310424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13104246.000000 Penalty: 5690.881348
	Iteration 46Q: 3 clusters Score -1.310425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13104258.000000 Penalty: 5690.881348
	Iteration 47Q: 3 clusters Score -1.310426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -13104251.000000 Penalty: 5690.881348
	Iteration 48Q: 3 clusters Score -1.310425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13104257.000000 Penalty: 5690.881348
	Iteration 49Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -13104259.000000 Penalty: 5690.881348
	Iteration 50Q: 3 clusters Score -1.310426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13104261.000000 Penalty: 5690.881348
	Iteration 51Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13104263.000000 Penalty: 5690.881348
	Iteration 52Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13104260.000000 Penalty: 5690.881348
	Iteration 53Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13104259.000000 Penalty: 5690.881348
	Iteration 54Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -13104264.000000 Penalty: 5690.881348
	Iteration 55Q: 3 clusters Score -1.310426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13104260.000000 Penalty: 5690.881348
	Iteration 56Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13104258.000000 Penalty: 5690.881348
	Iteration 57Q: 3 clusters Score -1.310426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13104260.000000 Penalty: 5690.881348
	Iteration 58Q: 3 clusters Score -1.310426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13104260.000000 Penalty: 5690.881348
	Iteration 59F: 3 clusters Score -1.310426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (98669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Entering Unmasked Estep 
Score: -13435582.000000 Penalty: 2851.882568
	Iteration 0F: 2 clusters Score -1.343558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -13369345.000000 Penalty: 5703.765137
	Iteration 0F: 3 clusters Score -1.336934e+07 nChanged 46806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -13395836.000000 Penalty: 5703.765137
	Iteration 1F: 3 clusters Score -1.339584e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -13396699.000000 Penalty: 5703.765137
	Iteration 2Q: 3 clusters Score -1.33967e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -13397506.000000 Penalty: 5703.765137
	Iteration 3Q: 3 clusters Score -1.339751e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -13398724.000000 Penalty: 5703.765137
	Iteration 4Q: 3 clusters Score -1.339872e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -13400362.000000 Penalty: 5703.765137
	Iteration 5Q: 3 clusters Score -1.340036e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -13402790.000000 Penalty: 5703.765137
	Iteration 6F: 3 clusters Score -1.340279e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -13406259.000000 Penalty: 5703.765137
	Iteration 7F: 3 clusters Score -1.340626e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -13411130.000000 Penalty: 5703.765137
	Iteration 8F: 3 clusters Score -1.341113e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -13417097.000000 Penalty: 5703.765137
	Iteration 9F: 3 clusters Score -1.34171e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -13422765.000000 Penalty: 5703.765137
	Iteration 10F: 3 clusters Score -1.342276e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -13426542.000000 Penalty: 5703.765137
	Iteration 11Q: 3 clusters Score -1.342654e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -13428628.000000 Penalty: 5703.765137
	Iteration 12Q: 3 clusters Score -1.342863e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -13429690.000000 Penalty: 5703.765137
	Iteration 13Q: 3 clusters Score -1.342969e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -13430285.000000 Penalty: 5703.765137
	Iteration 14Q: 3 clusters Score -1.343028e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -13430674.000000 Penalty: 5703.765137
	Iteration 15Q: 3 clusters Score -1.343067e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -13431101.000000 Penalty: 5703.765137
	Iteration 16Q: 3 clusters Score -1.34311e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -13431425.000000 Penalty: 5703.765137
	Iteration 17Q: 3 clusters Score -1.343142e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -13431700.000000 Penalty: 5703.765137
	Iteration 18Q: 3 clusters Score -1.34317e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -13431895.000000 Penalty: 5703.765137
	Iteration 19Q: 3 clusters Score -1.34319e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13432123.000000 Penalty: 5703.765137
	Iteration 20F: 3 clusters Score -1.343212e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -13432241.000000 Penalty: 5703.765137
	Iteration 21Q: 3 clusters Score -1.343224e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -13432424.000000 Penalty: 5703.765137
	Iteration 22Q: 3 clusters Score -1.343242e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -13432550.000000 Penalty: 5703.765137
	Iteration 23Q: 3 clusters Score -1.343255e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13432639.000000 Penalty: 5703.765137
	Iteration 24Q: 3 clusters Score -1.343264e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -13432712.000000 Penalty: 5703.765137
	Iteration 25Q: 3 clusters Score -1.343271e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -13432812.000000 Penalty: 5703.765137
	Iteration 26Q: 3 clusters Score -1.343281e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13432881.000000 Penalty: 5703.765137
	Iteration 27Q: 3 clusters Score -1.343288e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13432967.000000 Penalty: 5703.765137
	Iteration 28Q: 3 clusters Score -1.343297e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -13433066.000000 Penalty: 5703.765137
	Iteration 29Q: 3 clusters Score -1.343307e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13433085.000000 Penalty: 5703.765137
	Iteration 30Q: 3 clusters Score -1.343308e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13433134.000000 Penalty: 5703.765137
	Iteration 31Q: 3 clusters Score -1.343313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13433147.000000 Penalty: 5703.765137
	Iteration 32Q: 3 clusters Score -1.343315e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13433190.000000 Penalty: 5703.765137
	Iteration 33Q: 3 clusters Score -1.343319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13433202.000000 Penalty: 5703.765137
	Iteration 34Q: 3 clusters Score -1.34332e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13433218.000000 Penalty: 5703.765137
	Iteration 35Q: 3 clusters Score -1.343322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13433237.000000 Penalty: 5703.765137
	Iteration 36Q: 3 clusters Score -1.343324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13433253.000000 Penalty: 5703.765137
	Iteration 37Q: 3 clusters Score -1.343325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -13433266.000000 Penalty: 5703.765137
	Iteration 38Q: 3 clusters Score -1.343327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13433270.000000 Penalty: 5703.765137
	Iteration 39Q: 3 clusters Score -1.343327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13433286.000000 Penalty: 5703.765137
	Iteration 40F: 3 clusters Score -1.343329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13433294.000000 Penalty: 5703.765137
	Iteration 41Q: 3 clusters Score -1.343329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13433290.000000 Penalty: 5703.765137
	Iteration 42Q: 3 clusters Score -1.343329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13433315.000000 Penalty: 5703.765137
	Iteration 43Q: 3 clusters Score -1.343332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13433321.000000 Penalty: 5703.765137
	Iteration 44Q: 3 clusters Score -1.343332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13433327.000000 Penalty: 5703.765137
	Iteration 45Q: 3 clusters Score -1.343333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13433340.000000 Penalty: 5703.765137
	Iteration 46Q: 3 clusters Score -1.343334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -13433299.000000 Penalty: 5703.765137
	Iteration 47Q: 3 clusters Score -1.34333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13433316.000000 Penalty: 5703.765137
	Iteration 48Q: 3 clusters Score -1.343332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13433337.000000 Penalty: 5703.765137
	Iteration 49Q: 3 clusters Score -1.343334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13433347.000000 Penalty: 5703.765137
	Iteration 50Q: 3 clusters Score -1.343335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13433347.000000 Penalty: 5703.765137
	Iteration 51Q: 3 clusters Score -1.343335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13433347.000000 Penalty: 5703.765137
	Iteration 52Q: 3 clusters Score -1.343335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13433362.000000 Penalty: 5703.765137
	Iteration 53Q: 3 clusters Score -1.343336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13433361.000000 Penalty: 5703.765137
	Iteration 54Q: 3 clusters Score -1.343336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13433357.000000 Penalty: 5703.765137
	Iteration 55Q: 3 clusters Score -1.343336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13433371.000000 Penalty: 5703.765137
	Iteration 56Q: 3 clusters Score -1.343337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13433376.000000 Penalty: 5703.765137
	Iteration 57Q: 3 clusters Score -1.343338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13433377.000000 Penalty: 5703.765137
	Iteration 58Q: 3 clusters Score -1.343338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13433364.000000 Penalty: 5703.765137
	Iteration 59Q: 3 clusters Score -1.343336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13433373.000000 Penalty: 5703.765137
	Iteration 60F: 3 clusters Score -1.343337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13433368.000000 Penalty: 5703.765137
	Iteration 61Q: 3 clusters Score -1.343337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13433363.000000 Penalty: 5703.765137
	Iteration 62Q: 3 clusters Score -1.343336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13433367.000000 Penalty: 5703.765137
	Iteration 63Q: 3 clusters Score -1.343337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13433360.000000 Penalty: 5703.765137
	Iteration 64Q: 3 clusters Score -1.343336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13433370.000000 Penalty: 5703.765137
	Iteration 65Q: 3 clusters Score -1.343337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13433374.000000 Penalty: 5703.765137
	Iteration 66Q: 3 clusters Score -1.343337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13433374.000000 Penalty: 5703.765137
	Iteration 67F: 3 clusters Score -1.343337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1095153.250000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1095153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1088703.875000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1088704 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1091989.000000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1091989 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1093883.500000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1093884 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1095672.625000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -1095673 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1096894.250000 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -1096894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1097327.500000 Penalty: 4477.698730
	Iteration 5F: 3 clusters Score -1097328 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1097457.500000 Penalty: 4477.698730
	Iteration 6Q: 3 clusters Score -1097458 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1097509.250000 Penalty: 4477.698730
	Iteration 7Q: 3 clusters Score -1097509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1097531.750000 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -1097532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1097543.000000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -1097543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1097550.625000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1097551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1097553.500000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1097554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1097555.625000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1097556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1097559.375000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1097559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1097560.000000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1097560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1097562.000000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1097562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1097562.000000 Penalty: 4477.698730
	Iteration 16F: 3 clusters Score -1097562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 33535 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
Score: -134068112.000000 Penalty: 61718.402344
Splitting cluster 13 changes total score from -134066368.000000 to -134068112.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 14 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -1057508.125000 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -1057508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1051150.000000 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -1051150 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1052927.625000 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -1052928 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1053248.875000 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -1053249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1053500.250000 Penalty: 4454.727051
	Iteration 3F: 3 clusters Score -1053500 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1053715.750000 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -1053716 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1053892.250000 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -1053892 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1054084.500000 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -1054084 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1054327.250000 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -1054327 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1054590.750000 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -1054591 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1054821.250000 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -1054821 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1055037.875000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -1055038 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1055282.250000 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -1055282 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1055539.250000 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -1055539 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1055806.500000 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -1055806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1056014.625000 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -1056015 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1056188.625000 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -1056189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1056323.000000 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -1056323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1056431.500000 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -1056432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1056522.500000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -1056522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1056564.000000 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -1056564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1056589.375000 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -1056589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1056616.375000 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -1056616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1056658.250000 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -1056658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1056713.500000 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -1056714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1056760.375000 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -1056760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1056808.375000 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -1056808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1056854.875000 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -1056855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1056885.125000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -1056885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1056907.000000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -1056907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1056941.125000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -1056941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1056968.375000 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -1056968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1056989.375000 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -1056989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1057014.625000 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -1057015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1057028.250000 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -1057028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1057045.625000 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -1057046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1057066.125000 Penalty: 4454.727051
	Iteration 35Q: 3 clusters Score -1057066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1057090.875000 Penalty: 4454.727051
	Iteration 36Q: 3 clusters Score -1057091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1057112.625000 Penalty: 4454.727051
	Iteration 37Q: 3 clusters Score -1057113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1057128.375000 Penalty: 4454.727051
	Iteration 38Q: 3 clusters Score -1057128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1057143.125000 Penalty: 4454.727051
	Iteration 39Q: 3 clusters Score -1057143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1057168.625000 Penalty: 4454.727051
	Iteration 40F: 3 clusters Score -1057169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1057190.500000 Penalty: 4454.727051
	Iteration 41Q: 3 clusters Score -1057190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1057224.250000 Penalty: 4454.727051
	Iteration 42Q: 3 clusters Score -1057224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1057261.250000 Penalty: 4454.727051
	Iteration 43Q: 3 clusters Score -1057261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1057312.125000 Penalty: 4454.727051
	Iteration 44Q: 3 clusters Score -1057312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1057360.625000 Penalty: 4454.727051
	Iteration 45Q: 3 clusters Score -1057361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1057406.500000 Penalty: 4454.727051
	Iteration 46Q: 3 clusters Score -1057406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1057435.375000 Penalty: 4454.727051
	Iteration 47Q: 3 clusters Score -1057435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1057454.625000 Penalty: 4454.727051
	Iteration 48Q: 3 clusters Score -1057455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1057466.375000 Penalty: 4454.727051
	Iteration 49Q: 3 clusters Score -1057466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1057481.000000 Penalty: 4454.727051
	Iteration 50Q: 3 clusters Score -1057481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1057486.500000 Penalty: 4454.727051
	Iteration 51Q: 3 clusters Score -1057486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1057497.000000 Penalty: 4454.727051
	Iteration 52Q: 3 clusters Score -1057497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1057508.125000 Penalty: 4454.727051
	Iteration 53Q: 3 clusters Score -1057508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1057517.250000 Penalty: 4454.727051
	Iteration 54Q: 3 clusters Score -1057517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1057519.500000 Penalty: 4454.727051
	Iteration 55Q: 3 clusters Score -1057520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1057524.375000 Penalty: 4454.727051
	Iteration 56Q: 3 clusters Score -1057524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1057528.125000 Penalty: 4454.727051
	Iteration 57Q: 3 clusters Score -1057528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1057530.250000 Penalty: 4454.727051
	Iteration 58Q: 3 clusters Score -1057530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1057536.125000 Penalty: 4454.727051
	Iteration 59Q: 3 clusters Score -1057536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1057537.625000 Penalty: 4454.727051
	Iteration 60F: 3 clusters Score -1057538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1057541.500000 Penalty: 4454.727051
	Iteration 61Q: 3 clusters Score -1057542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1057541.750000 Penalty: 4454.727051
	Iteration 62Q: 3 clusters Score -1057542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1057543.500000 Penalty: 4454.727051
	Iteration 63Q: 3 clusters Score -1057544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1057544.625000 Penalty: 4454.727051
	Iteration 64Q: 3 clusters Score -1057545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1057547.750000 Penalty: 4454.727051
	Iteration 65Q: 3 clusters Score -1057548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1057551.750000 Penalty: 4454.727051
	Iteration 66Q: 3 clusters Score -1057552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1057553.375000 Penalty: 4454.727051
	Iteration 67Q: 3 clusters Score -1057553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1057553.000000 Penalty: 4454.727051
	Iteration 68Q: 3 clusters Score -1057553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1057553.875000 Penalty: 4454.727051
	Iteration 69Q: 3 clusters Score -1057554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1057552.625000 Penalty: 4454.727051
	Iteration 70Q: 3 clusters Score -1057553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1057553.750000 Penalty: 4454.727051
	Iteration 71Q: 3 clusters Score -1057554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1057554.625000 Penalty: 4454.727051
	Iteration 72Q: 3 clusters Score -1057555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1057554.625000 Penalty: 4454.727051
	Iteration 73F: 3 clusters Score -1057555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 33535 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
Score: -134067096.000000 Penalty: 65147.199219
Splitting cluster 14 changes total score from -134066368.000000 to -134067096.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (76587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Entering Unmasked Estep 
Score: -10223057.000000 Penalty: 2789.053223
	Iteration 0F: 2 clusters Score -1.022306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -10171827.000000 Penalty: 5578.106445
	Iteration 0F: 3 clusters Score -1.017183e+07 nChanged 35833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -10192012.000000 Penalty: 5578.106445
	Iteration 1F: 3 clusters Score -1.019201e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -10192704.000000 Penalty: 5578.106445
	Iteration 2Q: 3 clusters Score -1.01927e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -10193309.000000 Penalty: 5578.106445
	Iteration 3Q: 3 clusters Score -1.019331e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -10194025.000000 Penalty: 5578.106445
	Iteration 4Q: 3 clusters Score -1.019402e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -10194855.000000 Penalty: 5578.106445
	Iteration 5Q: 3 clusters Score -1.019486e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -10195809.000000 Penalty: 5578.106445
	Iteration 6Q: 3 clusters Score -1.019581e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -10196913.000000 Penalty: 5578.106445
	Iteration 7Q: 3 clusters Score -1.019691e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -10198190.000000 Penalty: 5578.106445
	Iteration 8Q: 3 clusters Score -1.019819e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -10199721.000000 Penalty: 5578.106445
	Iteration 9Q: 3 clusters Score -1.019972e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -10201780.000000 Penalty: 5578.106445
	Iteration 10Q: 3 clusters Score -1.020178e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -10204195.000000 Penalty: 5578.106445
	Iteration 11F: 3 clusters Score -1.02042e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -10206550.000000 Penalty: 5578.106445
	Iteration 12F: 3 clusters Score -1.020655e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -10208640.000000 Penalty: 5578.106445
	Iteration 13Q: 3 clusters Score -1.020864e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10209978.000000 Penalty: 5578.106445
	Iteration 14Q: 3 clusters Score -1.020998e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -10210944.000000 Penalty: 5578.106445
	Iteration 15Q: 3 clusters Score -1.021094e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -10211593.000000 Penalty: 5578.106445
	Iteration 16Q: 3 clusters Score -1.021159e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -10212096.000000 Penalty: 5578.106445
	Iteration 17Q: 3 clusters Score -1.02121e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -10212548.000000 Penalty: 5578.106445
	Iteration 18Q: 3 clusters Score -1.021255e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -10213063.000000 Penalty: 5578.106445
	Iteration 19Q: 3 clusters Score -1.021306e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -10213578.000000 Penalty: 5578.106445
	Iteration 20F: 3 clusters Score -1.021358e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -10214131.000000 Penalty: 5578.106445
	Iteration 21Q: 3 clusters Score -1.021413e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -10214766.000000 Penalty: 5578.106445
	Iteration 22Q: 3 clusters Score -1.021477e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -10215449.000000 Penalty: 5578.106445
	Iteration 23Q: 3 clusters Score -1.021545e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -10216091.000000 Penalty: 5578.106445
	Iteration 24Q: 3 clusters Score -1.021609e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -10216741.000000 Penalty: 5578.106445
	Iteration 25Q: 3 clusters Score -1.021674e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -10217462.000000 Penalty: 5578.106445
	Iteration 26Q: 3 clusters Score -1.021746e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -10218153.000000 Penalty: 5578.106445
	Iteration 27Q: 3 clusters Score -1.021815e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -10218702.000000 Penalty: 5578.106445
	Iteration 28Q: 3 clusters Score -1.02187e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -10219228.000000 Penalty: 5578.106445
	Iteration 29Q: 3 clusters Score -1.021923e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -10219594.000000 Penalty: 5578.106445
	Iteration 30Q: 3 clusters Score -1.021959e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -10219891.000000 Penalty: 5578.106445
	Iteration 31Q: 3 clusters Score -1.021989e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -10220077.000000 Penalty: 5578.106445
	Iteration 32Q: 3 clusters Score -1.022008e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -10220228.000000 Penalty: 5578.106445
	Iteration 33Q: 3 clusters Score -1.022023e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -10220323.000000 Penalty: 5578.106445
	Iteration 34Q: 3 clusters Score -1.022032e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -10220378.000000 Penalty: 5578.106445
	Iteration 35Q: 3 clusters Score -1.022038e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -10220432.000000 Penalty: 5578.106445
	Iteration 36Q: 3 clusters Score -1.022043e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -10220493.000000 Penalty: 5578.106445
	Iteration 37Q: 3 clusters Score -1.022049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -10220507.000000 Penalty: 5578.106445
	Iteration 38Q: 3 clusters Score -1.022051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -10220539.000000 Penalty: 5578.106445
	Iteration 39Q: 3 clusters Score -1.022054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -10220545.000000 Penalty: 5578.106445
	Iteration 40F: 3 clusters Score -1.022054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -10220537.000000 Penalty: 5578.106445
	Iteration 41Q: 3 clusters Score -1.022054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10220548.000000 Penalty: 5578.106445
	Iteration 42Q: 3 clusters Score -1.022055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -10220547.000000 Penalty: 5578.106445
	Iteration 43Q: 3 clusters Score -1.022055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -10220562.000000 Penalty: 5578.106445
	Iteration 44Q: 3 clusters Score -1.022056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -10220573.000000 Penalty: 5578.106445
	Iteration 45Q: 3 clusters Score -1.022057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -10220574.000000 Penalty: 5578.106445
	Iteration 46Q: 3 clusters Score -1.022057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -10220578.000000 Penalty: 5578.106445
	Iteration 47Q: 3 clusters Score -1.022058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -10220582.000000 Penalty: 5578.106445
	Iteration 48Q: 3 clusters Score -1.022058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -10220589.000000 Penalty: 5578.106445
	Iteration 49Q: 3 clusters Score -1.022059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10220599.000000 Penalty: 5578.106445
	Iteration 50Q: 3 clusters Score -1.02206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -10220593.000000 Penalty: 5578.106445
	Iteration 51Q: 3 clusters Score -1.022059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -10220592.000000 Penalty: 5578.106445
	Iteration 52Q: 3 clusters Score -1.022059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -10220596.000000 Penalty: 5578.106445
	Iteration 53Q: 3 clusters Score -1.02206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -10220609.000000 Penalty: 5578.106445
	Iteration 54Q: 3 clusters Score -1.022061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -10220618.000000 Penalty: 5578.106445
	Iteration 55Q: 3 clusters Score -1.022062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10220613.000000 Penalty: 5578.106445
	Iteration 56Q: 3 clusters Score -1.022061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -10220624.000000 Penalty: 5578.106445
	Iteration 57Q: 3 clusters Score -1.022062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -10220637.000000 Penalty: 5578.106445
	Iteration 58Q: 3 clusters Score -1.022064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -10220644.000000 Penalty: 5578.106445
	Iteration 59Q: 3 clusters Score -1.022064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -10220645.000000 Penalty: 5578.106445
	Iteration 60F: 3 clusters Score -1.022064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -10220655.000000 Penalty: 5578.106445
	Iteration 61Q: 3 clusters Score -1.022066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -10220649.000000 Penalty: 5578.106445
	Iteration 62Q: 3 clusters Score -1.022065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10220666.000000 Penalty: 5578.106445
	Iteration 63Q: 3 clusters Score -1.022067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10220666.000000 Penalty: 5578.106445
	Iteration 64Q: 3 clusters Score -1.022067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -10220671.000000 Penalty: 5578.106445
	Iteration 65Q: 3 clusters Score -1.022067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10220666.000000 Penalty: 5578.106445
	Iteration 66Q: 3 clusters Score -1.022067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10220673.000000 Penalty: 5578.106445
	Iteration 67Q: 3 clusters Score -1.022067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10220673.000000 Penalty: 5578.106445
	Iteration 68F: 3 clusters Score -1.022067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (214794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Entering Unmasked Estep 
Score: -29397008.000000 Penalty: 3044.803711
	Iteration 0F: 2 clusters Score -2.939701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -29264606.000000 Penalty: 6089.607422
	Iteration 0F: 3 clusters Score -2.926461e+07 nChanged 103509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 109268 members 
Entering Unmasked Estep 
Score: -29325602.000000 Penalty: 6089.607422
	Iteration 1F: 3 clusters Score -2.93256e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -29326684.000000 Penalty: 6089.607422
	Iteration 2Q: 3 clusters Score -2.932668e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -29327750.000000 Penalty: 6089.607422
	Iteration 3Q: 3 clusters Score -2.932775e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -29329228.000000 Penalty: 6089.607422
	Iteration 4Q: 3 clusters Score -2.932923e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -29331466.000000 Penalty: 6089.607422
	Iteration 5Q: 3 clusters Score -2.933147e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -29334890.000000 Penalty: 6089.607422
	Iteration 6Q: 3 clusters Score -2.933489e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -29339474.000000 Penalty: 6089.607422
	Iteration 7Q: 3 clusters Score -2.933947e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 134017 members 
Entering Unmasked Estep 
Score: -29345916.000000 Penalty: 6089.607422
	Iteration 8F: 3 clusters Score -2.934592e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -29353822.000000 Penalty: 6089.607422
	Iteration 9F: 3 clusters Score -2.935382e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -29361418.000000 Penalty: 6089.607422
	Iteration 10F: 3 clusters Score -2.936142e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -29368670.000000 Penalty: 6089.607422
	Iteration 11F: 3 clusters Score -2.936867e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -29373622.000000 Penalty: 6089.607422
	Iteration 12Q: 3 clusters Score -2.937362e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -29376070.000000 Penalty: 6089.607422
	Iteration 13Q: 3 clusters Score -2.937607e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -29377216.000000 Penalty: 6089.607422
	Iteration 14Q: 3 clusters Score -2.937722e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -29378074.000000 Penalty: 6089.607422
	Iteration 15Q: 3 clusters Score -2.937807e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -29378762.000000 Penalty: 6089.607422
	Iteration 16Q: 3 clusters Score -2.937876e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -29379292.000000 Penalty: 6089.607422
	Iteration 17Q: 3 clusters Score -2.937929e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 180066 members 
Entering Unmasked Estep 
Score: -29380114.000000 Penalty: 6089.607422
	Iteration 18Q: 3 clusters Score -2.938011e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 183171 members 
Entering Unmasked Estep 
Score: -29380596.000000 Penalty: 6089.607422
	Iteration 19Q: 3 clusters Score -2.93806e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -29381484.000000 Penalty: 6089.607422
	Iteration 20F: 3 clusters Score -2.938148e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 189212 members 
Entering Unmasked Estep 
Score: -29382252.000000 Penalty: 6089.607422
	Iteration 21Q: 3 clusters Score -2.938225e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -29382850.000000 Penalty: 6089.607422
	Iteration 22Q: 3 clusters Score -2.938285e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -29383650.000000 Penalty: 6089.607422
	Iteration 23Q: 3 clusters Score -2.938365e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -29384436.000000 Penalty: 6089.607422
	Iteration 24Q: 3 clusters Score -2.938444e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 199907 members 
Entering Unmasked Estep 
Score: -29385412.000000 Penalty: 6089.607422
	Iteration 25Q: 3 clusters Score -2.938541e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 202129 members 
Entering Unmasked Estep 
Score: -29386362.000000 Penalty: 6089.607422
	Iteration 26Q: 3 clusters Score -2.938636e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -29387298.000000 Penalty: 6089.607422
	Iteration 27Q: 3 clusters Score -2.93873e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 205903 members 
Entering Unmasked Estep 
Score: -29388062.000000 Penalty: 6089.607422
	Iteration 28Q: 3 clusters Score -2.938806e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 207576 members 
Entering Unmasked Estep 
Score: -29388948.000000 Penalty: 6089.607422
	Iteration 29Q: 3 clusters Score -2.938895e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 209126 members 
Entering Unmasked Estep 
Score: -29389790.000000 Penalty: 6089.607422
	Iteration 30Q: 3 clusters Score -2.938979e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 210460 members 
Entering Unmasked Estep 
Score: -29390638.000000 Penalty: 6089.607422
	Iteration 31Q: 3 clusters Score -2.939064e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 211645 members 
Entering Unmasked Estep 
Score: -29391774.000000 Penalty: 6089.607422
	Iteration 32Q: 3 clusters Score -2.939177e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 212537 members 
Entering Unmasked Estep 
Score: -29392622.000000 Penalty: 6089.607422
	Iteration 33Q: 3 clusters Score -2.939262e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 213190 members 
Entering Unmasked Estep 
Score: -29393132.000000 Penalty: 6089.607422
	Iteration 34Q: 3 clusters Score -2.939313e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 213613 members 
Entering Unmasked Estep 
Score: -29393466.000000 Penalty: 6089.607422
	Iteration 35Q: 3 clusters Score -2.939347e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 213860 members 
Entering Unmasked Estep 
Score: -29393706.000000 Penalty: 6089.607422
	Iteration 36Q: 3 clusters Score -2.939371e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 214013 members 
Entering Unmasked Estep 
Score: -29393870.000000 Penalty: 6089.607422
	Iteration 37Q: 3 clusters Score -2.939387e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 214117 members 
Entering Unmasked Estep 
Score: -29393958.000000 Penalty: 6089.607422
	Iteration 38Q: 3 clusters Score -2.939396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 214182 members 
Entering Unmasked Estep 
Score: -29394034.000000 Penalty: 6089.607422
	Iteration 39Q: 3 clusters Score -2.939403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 214221 members 
Entering Unmasked Estep 
Score: -29394060.000000 Penalty: 6089.607422
	Iteration 40F: 3 clusters Score -2.939406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 214249 members 
Entering Unmasked Estep 
Score: -29394096.000000 Penalty: 6089.607422
	Iteration 41Q: 3 clusters Score -2.93941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 214267 members 
Entering Unmasked Estep 
Score: -29394112.000000 Penalty: 6089.607422
	Iteration 42Q: 3 clusters Score -2.939411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 214283 members 
Entering Unmasked Estep 
Score: -29394172.000000 Penalty: 6089.607422
	Iteration 43Q: 3 clusters Score -2.939417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 214294 members 
Entering Unmasked Estep 
Score: -29394176.000000 Penalty: 6089.607422
	Iteration 44Q: 3 clusters Score -2.939418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 214304 members 
Entering Unmasked Estep 
Score: -29394188.000000 Penalty: 6089.607422
	Iteration 45Q: 3 clusters Score -2.939419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 214307 members 
Entering Unmasked Estep 
Score: -29394202.000000 Penalty: 6089.607422
	Iteration 46Q: 3 clusters Score -2.93942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 214308 members 
Entering Unmasked Estep 
Score: -29394196.000000 Penalty: 6089.607422
	Iteration 47Q: 3 clusters Score -2.93942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 214309 members 
Entering Unmasked Estep 
Score: -29394210.000000 Penalty: 6089.607422
	Iteration 48Q: 3 clusters Score -2.939421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -29394214.000000 Penalty: 6089.607422
	Iteration 49Q: 3 clusters Score -2.939421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -29394214.000000 Penalty: 6089.607422
	Iteration 50F: 3 clusters Score -2.939421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Entering Unmasked Estep 
Score: -4183331.750000 Penalty: 2558.916016
	Iteration 0F: 2 clusters Score -4183332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4162635.000000 Penalty: 5117.832031
	Iteration 0F: 3 clusters Score -4162635 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4169975.250000 Penalty: 5117.832031
	Iteration 1F: 3 clusters Score -4169975 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4170429.750000 Penalty: 5117.832031
	Iteration 2Q: 3 clusters Score -4170430 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4170889.250000 Penalty: 5117.832031
	Iteration 3Q: 3 clusters Score -4170889 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4171340.250000 Penalty: 5117.832031
	Iteration 4Q: 3 clusters Score -4171340 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4171875.500000 Penalty: 5117.832031
	Iteration 5Q: 3 clusters Score -4171876 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4172588.750000 Penalty: 5117.832031
	Iteration 6Q: 3 clusters Score -4172589 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4173414.750000 Penalty: 5117.832031
	Iteration 7F: 3 clusters Score -4173415 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4174479.250000 Penalty: 5117.832031
	Iteration 8F: 3 clusters Score -4174479 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4175846.500000 Penalty: 5117.832031
	Iteration 9F: 3 clusters Score -4175846 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4177298.250000 Penalty: 5117.832031
	Iteration 10F: 3 clusters Score -4177298 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4178639.250000 Penalty: 5117.832031
	Iteration 11Q: 3 clusters Score -4178639 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4179545.000000 Penalty: 5117.832031
	Iteration 12Q: 3 clusters Score -4179545 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4180116.500000 Penalty: 5117.832031
	Iteration 13Q: 3 clusters Score -4180116 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4180464.250000 Penalty: 5117.832031
	Iteration 14Q: 3 clusters Score -4180464 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4180687.500000 Penalty: 5117.832031
	Iteration 15Q: 3 clusters Score -4180688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4180823.500000 Penalty: 5117.832031
	Iteration 16Q: 3 clusters Score -4180824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4180944.000000 Penalty: 5117.832031
	Iteration 17Q: 3 clusters Score -4180944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4181008.250000 Penalty: 5117.832031
	Iteration 18Q: 3 clusters Score -4181008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4181046.750000 Penalty: 5117.832031
	Iteration 19Q: 3 clusters Score -4181047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4181070.250000 Penalty: 5117.832031
	Iteration 20F: 3 clusters Score -4181070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4181103.000000 Penalty: 5117.832031
	Iteration 21Q: 3 clusters Score -4181103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4181117.000000 Penalty: 5117.832031
	Iteration 22Q: 3 clusters Score -4181117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4181141.500000 Penalty: 5117.832031
	Iteration 23Q: 3 clusters Score -4181142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4181147.250000 Penalty: 5117.832031
	Iteration 24Q: 3 clusters Score -4181147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -4181162.750000 Penalty: 5117.832031
	Iteration 25Q: 3 clusters Score -4181163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4181173.250000 Penalty: 5117.832031
	Iteration 26Q: 3 clusters Score -4181173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4181182.750000 Penalty: 5117.832031
	Iteration 27Q: 3 clusters Score -4181183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4181188.750000 Penalty: 5117.832031
	Iteration 28Q: 3 clusters Score -4181189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4181205.750000 Penalty: 5117.832031
	Iteration 29Q: 3 clusters Score -4181206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4181208.000000 Penalty: 5117.832031
	Iteration 30Q: 3 clusters Score -4181208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4181222.750000 Penalty: 5117.832031
	Iteration 31Q: 3 clusters Score -4181223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4181232.750000 Penalty: 5117.832031
	Iteration 32Q: 3 clusters Score -4181233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4181244.000000 Penalty: 5117.832031
	Iteration 33Q: 3 clusters Score -4181244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4181245.500000 Penalty: 5117.832031
	Iteration 34Q: 3 clusters Score -4181246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4181252.750000 Penalty: 5117.832031
	Iteration 35Q: 3 clusters Score -4181253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4181258.250000 Penalty: 5117.832031
	Iteration 36Q: 3 clusters Score -4181258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4181259.000000 Penalty: 5117.832031
	Iteration 37Q: 3 clusters Score -4181259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4181259.500000 Penalty: 5117.832031
	Iteration 38Q: 3 clusters Score -4181260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4181266.250000 Penalty: 5117.832031
	Iteration 39Q: 3 clusters Score -4181266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4181276.250000 Penalty: 5117.832031
	Iteration 40F: 3 clusters Score -4181276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4181284.500000 Penalty: 5117.832031
	Iteration 41Q: 3 clusters Score -4181284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4181286.250000 Penalty: 5117.832031
	Iteration 42Q: 3 clusters Score -4181286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4181297.000000 Penalty: 5117.832031
	Iteration 43Q: 3 clusters Score -4181297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4181305.250000 Penalty: 5117.832031
	Iteration 44Q: 3 clusters Score -4181305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4181314.500000 Penalty: 5117.832031
	Iteration 45Q: 3 clusters Score -4181314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4181319.250000 Penalty: 5117.832031
	Iteration 46Q: 3 clusters Score -4181319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4181321.250000 Penalty: 5117.832031
	Iteration 47Q: 3 clusters Score -4181321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4181326.750000 Penalty: 5117.832031
	Iteration 48Q: 3 clusters Score -4181327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4181326.250000 Penalty: 5117.832031
	Iteration 49Q: 3 clusters Score -4181326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4181324.000000 Penalty: 5117.832031
	Iteration 50Q: 3 clusters Score -4181324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4181327.000000 Penalty: 5117.832031
	Iteration 51Q: 3 clusters Score -4181327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4181323.750000 Penalty: 5117.832031
	Iteration 52Q: 3 clusters Score -4181324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4181323.750000 Penalty: 5117.832031
	Iteration 53F: 3 clusters Score -4181324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -361632.062500 Penalty: 1994.429932
	Iteration 0F: 2 clusters Score -361632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358879.656250 Penalty: 3988.859863
	Iteration 0F: 3 clusters Score -358879.7 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -362389.093750 Penalty: 3988.859863
	Iteration 1F: 3 clusters Score -362389.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -365681.187500 Penalty: 3988.859863
	Iteration 2F: 3 clusters Score -365681.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -366811.531250 Penalty: 3988.859863
	Iteration 3F: 3 clusters Score -366811.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -366943.531250 Penalty: 3988.859863
	Iteration 4Q: 3 clusters Score -366943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -366973.906250 Penalty: 3988.859863
	Iteration 5Q: 3 clusters Score -366973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -367007.656250 Penalty: 3988.859863
	Iteration 6Q: 3 clusters Score -367007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -367092.437500 Penalty: 3988.859863
	Iteration 7Q: 3 clusters Score -367092.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -367130.343750 Penalty: 3988.859863
	Iteration 8Q: 3 clusters Score -367130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -367153.875000 Penalty: 3988.859863
	Iteration 9Q: 3 clusters Score -367153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -367171.625000 Penalty: 3988.859863
	Iteration 10Q: 3 clusters Score -367171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -367176.937500 Penalty: 3988.859863
	Iteration 11Q: 3 clusters Score -367176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -367178.218750 Penalty: 3988.859863
	Iteration 12F: 3 clusters Score -367178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -367179.281250 Penalty: 3988.859863
	Iteration 13Q: 3 clusters Score -367179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -367179.218750 Penalty: 3988.859863
	Iteration 14Q: 3 clusters Score -367179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -367179.218750 Penalty: 3988.859863
	Iteration 15F: 3 clusters Score -367179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 33535 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
Score: -134071240.000000 Penalty: 68576.000000
Splitting cluster 19 changes total score from -134066368.000000 to -134071240.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 21 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -733021.437500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -733021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -727939.000000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -727939 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -729301.937500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -729301.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -729674.687500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -729674.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -729930.937500 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -729930.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -730147.562500 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -730147.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -730345.062500 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -730345.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -730536.062500 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -730536.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -730793.687500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -730793.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -731165.812500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -731165.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -731466.187500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -731466.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -731605.750000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -731605.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -731690.687500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -731690.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -731761.562500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -731761.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -731824.125000 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -731824.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -731862.750000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -731862.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -731902.875000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -731902.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -731931.437500 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -731931.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -731961.937500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -731961.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -731998.062500 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -731998.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -732027.937500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -732027.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -732049.375000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -732049.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -732068.187500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -732068.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -732084.125000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -732084.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -732096.937500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -732096.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -732106.937500 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -732106.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -732113.687500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -732113.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -732121.625000 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -732121.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -732126.875000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -732126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -732131.687500 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -732131.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -732137.250000 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -732137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -732143.000000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -732143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -732148.250000 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -732148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -732151.250000 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -732151.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -732157.187500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -732157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -732161.437500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -732161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -732163.250000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -732163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -732164.687500 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -732164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -732168.562500 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -732168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -732168.562500 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -732168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -732170.000000 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -732170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -732172.125000 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -732172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -732175.000000 Penalty: 4301.893066
	Iteration 41Q: 3 clusters Score -732175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -732175.312500 Penalty: 4301.893066
	Iteration 42Q: 3 clusters Score -732175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -732175.312500 Penalty: 4301.893066
	Iteration 43Q: 3 clusters Score -732175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -732178.062500 Penalty: 4301.893066
	Iteration 44Q: 3 clusters Score -732178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -732178.187500 Penalty: 4301.893066
	Iteration 45Q: 3 clusters Score -732178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -732179.187500 Penalty: 4301.893066
	Iteration 46Q: 3 clusters Score -732179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -732182.625000 Penalty: 4301.893066
	Iteration 47Q: 3 clusters Score -732182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -732183.000000 Penalty: 4301.893066
	Iteration 48Q: 3 clusters Score -732183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -732182.937500 Penalty: 4301.893066
	Iteration 49Q: 3 clusters Score -732182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -732185.250000 Penalty: 4301.893066
	Iteration 50Q: 3 clusters Score -732185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -732187.812500 Penalty: 4301.893066
	Iteration 51Q: 3 clusters Score -732187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -732188.687500 Penalty: 4301.893066
	Iteration 52Q: 3 clusters Score -732188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -732188.437500 Penalty: 4301.893066
	Iteration 53Q: 3 clusters Score -732188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -732190.375000 Penalty: 4301.893066
	Iteration 54Q: 3 clusters Score -732190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -732191.687500 Penalty: 4301.893066
	Iteration 55Q: 3 clusters Score -732191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -732193.875000 Penalty: 4301.893066
	Iteration 56Q: 3 clusters Score -732193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -732194.062500 Penalty: 4301.893066
	Iteration 57Q: 3 clusters Score -732194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -732194.062500 Penalty: 4301.893066
	Iteration 58F: 3 clusters Score -732194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Entering Unmasked Estep 
Score: -16703524.000000 Penalty: 2918.671875
	Iteration 0F: 2 clusters Score -1.670352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -16616882.000000 Penalty: 5837.343750
	Iteration 0F: 3 clusters Score -1.661688e+07 nChanged 61748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -16653693.000000 Penalty: 5837.343750
	Iteration 1F: 3 clusters Score -1.665369e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -16655164.000000 Penalty: 5837.343750
	Iteration 2Q: 3 clusters Score -1.665516e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -16657269.000000 Penalty: 5837.343750
	Iteration 3Q: 3 clusters Score -1.665727e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -16660460.000000 Penalty: 5837.343750
	Iteration 4F: 3 clusters Score -1.666046e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -16665237.000000 Penalty: 5837.343750
	Iteration 5F: 3 clusters Score -1.666524e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -16671899.000000 Penalty: 5837.343750
	Iteration 6F: 3 clusters Score -1.66719e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -16679592.000000 Penalty: 5837.343750
	Iteration 7F: 3 clusters Score -1.667959e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -16686530.000000 Penalty: 5837.343750
	Iteration 8F: 3 clusters Score -1.668653e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -16691585.000000 Penalty: 5837.343750
	Iteration 9Q: 3 clusters Score -1.669158e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -16695139.000000 Penalty: 5837.343750
	Iteration 10Q: 3 clusters Score -1.669514e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -16697378.000000 Penalty: 5837.343750
	Iteration 11Q: 3 clusters Score -1.669738e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -16698701.000000 Penalty: 5837.343750
	Iteration 12Q: 3 clusters Score -1.66987e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -16699573.000000 Penalty: 5837.343750
	Iteration 13Q: 3 clusters Score -1.669957e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 127145 members 
Entering Unmasked Estep 
Score: -16700133.000000 Penalty: 5837.343750
	Iteration 14Q: 3 clusters Score -1.670013e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -16700498.000000 Penalty: 5837.343750
	Iteration 15Q: 3 clusters Score -1.67005e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -16700771.000000 Penalty: 5837.343750
	Iteration 16Q: 3 clusters Score -1.670077e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -16700900.000000 Penalty: 5837.343750
	Iteration 17Q: 3 clusters Score -1.67009e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -16700988.000000 Penalty: 5837.343750
	Iteration 18Q: 3 clusters Score -1.670099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 128367 members 
Entering Unmasked Estep 
Score: -16701040.000000 Penalty: 5837.343750
	Iteration 19Q: 3 clusters Score -1.670104e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 128408 members 
Entering Unmasked Estep 
Score: -16701090.000000 Penalty: 5837.343750
	Iteration 20F: 3 clusters Score -1.670109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -16701124.000000 Penalty: 5837.343750
	Iteration 21Q: 3 clusters Score -1.670112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -16701122.000000 Penalty: 5837.343750
	Iteration 22Q: 3 clusters Score -1.670112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 128474 members 
Entering Unmasked Estep 
Score: -16701168.000000 Penalty: 5837.343750
	Iteration 23Q: 3 clusters Score -1.670117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -16701173.000000 Penalty: 5837.343750
	Iteration 24Q: 3 clusters Score -1.670117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -16701187.000000 Penalty: 5837.343750
	Iteration 25Q: 3 clusters Score -1.670119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -16701181.000000 Penalty: 5837.343750
	Iteration 26Q: 3 clusters Score -1.670118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -16701189.000000 Penalty: 5837.343750
	Iteration 27Q: 3 clusters Score -1.670119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -16701182.000000 Penalty: 5837.343750
	Iteration 28Q: 3 clusters Score -1.670118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 128519 members 
Entering Unmasked Estep 
Score: -16701182.000000 Penalty: 5837.343750
	Iteration 29Q: 3 clusters Score -1.670118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 128519 members 
Entering Unmasked Estep 
Score: -16701199.000000 Penalty: 5837.343750
	Iteration 30Q: 3 clusters Score -1.67012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -16701213.000000 Penalty: 5837.343750
	Iteration 31Q: 3 clusters Score -1.670121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -16701216.000000 Penalty: 5837.343750
	Iteration 32Q: 3 clusters Score -1.670122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -16701217.000000 Penalty: 5837.343750
	Iteration 33Q: 3 clusters Score -1.670122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 128524 members 
Entering Unmasked Estep 
Score: -16701202.000000 Penalty: 5837.343750
	Iteration 34Q: 3 clusters Score -1.67012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 128519 members 
Entering Unmasked Estep 
Score: -16701220.000000 Penalty: 5837.343750
	Iteration 35Q: 3 clusters Score -1.670122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -16701210.000000 Penalty: 5837.343750
	Iteration 36Q: 3 clusters Score -1.670121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -16701210.000000 Penalty: 5837.343750
	Iteration 37Q: 3 clusters Score -1.670121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -16701210.000000 Penalty: 5837.343750
	Iteration 38F: 3 clusters Score -1.670121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 3 contains 33535 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 96139 members 
Mstep: Class 11 contains 98669 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 76587 members 
Mstep: Class 16 contains 214794 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 129164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134072000.000000 Penalty: 68576.000000
Iteration 39Q: 21 clusters Score -1.34072e+08 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 33690 members 
Mstep: Class 4 contains 9896 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 89434 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 96148 members 
Mstep: Class 11 contains 97578 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 76585 members 
Mstep: Class 16 contains 215011 members 
Mstep: Class 18 contains 30486 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 128159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073592.000000 Penalty: 68576.000000
Iteration 40F: 21 clusters Score -1.340736e+08 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 182196 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 33796 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 90329 members 
Mstep: Class 7 contains 20363 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 96155 members 
Mstep: Class 11 contains 96373 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 76585 members 
Mstep: Class 16 contains 215177 members 
Mstep: Class 18 contains 30742 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 21 contains 5776 members 
Mstep: Class 22 contains 126985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073920.000000 Penalty: 68576.000000
Iteration 41Q: 21 clusters Score -1.340739e+08 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 183005 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 33872 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 91428 members 
Mstep: Class 7 contains 20351 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 3837 members 
Mstep: Class 10 contains 96160 members 
Mstep: Class 11 contains 95173 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76568 members 
Mstep: Class 16 contains 215195 members 
Mstep: Class 18 contains 30968 members 
Mstep: Class 19 contains 2390 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 125886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073880.000000 Penalty: 68576.000000
Iteration 42Q: 21 clusters Score -1.340739e+08 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 183765 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 33943 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 92727 members 
Mstep: Class 7 contains 20310 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 96141 members 
Mstep: Class 11 contains 94067 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76553 members 
Mstep: Class 16 contains 215011 members 
Mstep: Class 18 contains 31182 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 124774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074136.000000 Penalty: 68576.000000
Iteration 43Q: 21 clusters Score -1.340741e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 184458 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33978 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 94049 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 2132 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 96125 members 
Mstep: Class 11 contains 93141 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 76520 members 
Mstep: Class 16 contains 214691 members 
Mstep: Class 18 contains 31335 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 123720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074552.000000 Penalty: 68576.000000
Iteration 44Q: 21 clusters Score -1.340746e+08 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 34020 members 
Mstep: Class 4 contains 10045 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 95288 members 
Mstep: Class 7 contains 20246 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 96106 members 
Mstep: Class 11 contains 92319 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76481 members 
Mstep: Class 16 contains 214342 members 
Mstep: Class 18 contains 31475 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 122777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074888.000000 Penalty: 68576.000000
Iteration 45Q: 21 clusters Score -1.340749e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 2145 members 
Mstep: Class 3 contains 34033 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 96500 members 
Mstep: Class 7 contains 20209 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 96078 members 
Mstep: Class 11 contains 91507 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 76458 members 
Mstep: Class 16 contains 213989 members 
Mstep: Class 18 contains 31595 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 121930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074680.000000 Penalty: 68576.000000
Iteration 46Q: 21 clusters Score -1.340747e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186050 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 34028 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 97691 members 
Mstep: Class 7 contains 20201 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 96054 members 
Mstep: Class 11 contains 90759 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 76437 members 
Mstep: Class 16 contains 213619 members 
Mstep: Class 18 contains 31693 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 121167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075240.000000 Penalty: 68576.000000
Iteration 47Q: 21 clusters Score -1.340752e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 34027 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 98876 members 
Mstep: Class 7 contains 20175 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 4183 members 
Mstep: Class 10 contains 96030 members 
Mstep: Class 11 contains 90110 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 76411 members 
Mstep: Class 16 contains 213194 members 
Mstep: Class 18 contains 31807 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5722 members 
Mstep: Class 22 contains 120425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075080.000000 Penalty: 68576.000000
Iteration 48Q: 21 clusters Score -1.340751e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 34025 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 100040 members 
Mstep: Class 7 contains 20165 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 96014 members 
Mstep: Class 11 contains 89543 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 6243 members 
Mstep: Class 15 contains 76390 members 
Mstep: Class 16 contains 212684 members 
Mstep: Class 18 contains 31897 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5722 members 
Mstep: Class 22 contains 119722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075320.000000 Penalty: 68576.000000
Iteration 49Q: 21 clusters Score -1.340753e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 34045 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 101178 members 
Mstep: Class 7 contains 20164 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 4227 members 
Mstep: Class 10 contains 95985 members 
Mstep: Class 11 contains 89067 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 14 contains 6247 members 
Mstep: Class 15 contains 76375 members 
Mstep: Class 16 contains 212137 members 
Mstep: Class 18 contains 31939 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 119046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075272.000000 Penalty: 68576.000000
Iteration 50Q: 21 clusters Score -1.340753e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187607 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 102270 members 
Mstep: Class 7 contains 20152 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 95964 members 
Mstep: Class 11 contains 88689 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 76358 members 
Mstep: Class 16 contains 211555 members 
Mstep: Class 18 contains 31971 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 118479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074880.000000 Penalty: 68576.000000
Iteration 51Q: 21 clusters Score -1.340749e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 34057 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 103343 members 
Mstep: Class 7 contains 20131 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 95939 members 
Mstep: Class 11 contains 88384 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 76352 members 
Mstep: Class 16 contains 210940 members 
Mstep: Class 18 contains 32000 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 117991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074928.000000 Penalty: 68576.000000
Iteration 52Q: 21 clusters Score -1.340749e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188163 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 34061 members 
Mstep: Class 4 contains 10204 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 104446 members 
Mstep: Class 7 contains 20086 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 95920 members 
Mstep: Class 11 contains 88113 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 76344 members 
Mstep: Class 16 contains 210263 members 
Mstep: Class 18 contains 32019 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 117548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074984.000000 Penalty: 68576.000000
Iteration 53Q: 21 clusters Score -1.34075e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188382 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 34064 members 
Mstep: Class 4 contains 10212 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 105542 members 
Mstep: Class 7 contains 20037 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 4302 members 
Mstep: Class 10 contains 95893 members 
Mstep: Class 11 contains 87933 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 76333 members 
Mstep: Class 16 contains 209583 members 
Mstep: Class 18 contains 32019 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 117133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075024.000000 Penalty: 68576.000000
Iteration 54Q: 21 clusters Score -1.34075e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188589 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 34078 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 106544 members 
Mstep: Class 7 contains 19967 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 4305 members 
Mstep: Class 10 contains 95884 members 
Mstep: Class 11 contains 87770 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 76330 members 
Mstep: Class 16 contains 208924 members 
Mstep: Class 18 contains 32044 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 116750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074912.000000 Penalty: 68576.000000
Iteration 55Q: 21 clusters Score -1.340749e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188759 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 34091 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 107426 members 
Mstep: Class 7 contains 19932 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 4310 members 
Mstep: Class 10 contains 95864 members 
Mstep: Class 11 contains 87640 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 76326 members 
Mstep: Class 16 contains 208326 members 
Mstep: Class 18 contains 32058 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 116425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134074944.000000 Penalty: 68576.000000
Iteration 56Q: 21 clusters Score -1.340749e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 34107 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 108270 members 
Mstep: Class 7 contains 19899 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 10 contains 95836 members 
Mstep: Class 11 contains 87533 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 76322 members 
Mstep: Class 16 contains 207769 members 
Mstep: Class 18 contains 32054 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 116101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075288.000000 Penalty: 68576.000000
Iteration 57Q: 21 clusters Score -1.340753e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189088 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 34113 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 109090 members 
Mstep: Class 7 contains 19880 members 
Mstep: Class 8 contains 2934 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 95818 members 
Mstep: Class 11 contains 87426 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 76315 members 
Mstep: Class 16 contains 207189 members 
Mstep: Class 18 contains 32071 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 115812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075376.000000 Penalty: 68576.000000
Iteration 58Q: 21 clusters Score -1.340754e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 34098 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 109854 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 2942 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 95792 members 
Mstep: Class 11 contains 87333 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76311 members 
Mstep: Class 16 contains 206654 members 
Mstep: Class 18 contains 32078 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 115548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075384.000000 Penalty: 68576.000000
Iteration 59Q: 21 clusters Score -1.340754e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 34085 members 
Mstep: Class 4 contains 10248 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 110587 members 
Mstep: Class 7 contains 19850 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 95771 members 
Mstep: Class 11 contains 87248 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76297 members 
Mstep: Class 16 contains 206140 members 
Mstep: Class 18 contains 32095 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 115326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075696.000000 Penalty: 68576.000000
Iteration 60F: 21 clusters Score -1.340757e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 189455 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 34070 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 111312 members 
Mstep: Class 7 contains 19836 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 95761 members 
Mstep: Class 11 contains 87186 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76271 members 
Mstep: Class 16 contains 205615 members 
Mstep: Class 18 contains 32092 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 114948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076240.000000 Penalty: 68576.000000
Iteration 61Q: 21 clusters Score -1.340762e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 189595 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 34052 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 111993 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 95738 members 
Mstep: Class 11 contains 87149 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 76253 members 
Mstep: Class 16 contains 205095 members 
Mstep: Class 18 contains 32104 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 114514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076464.000000 Penalty: 68576.000000
Iteration 62Q: 21 clusters Score -1.340765e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 189717 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 34027 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 112631 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 95725 members 
Mstep: Class 11 contains 87108 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 76219 members 
Mstep: Class 16 contains 204602 members 
Mstep: Class 18 contains 32111 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 114139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076824.000000 Penalty: 68576.000000
Iteration 63Q: 21 clusters Score -1.340768e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 34005 members 
Mstep: Class 4 contains 10277 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 113269 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 95719 members 
Mstep: Class 11 contains 87077 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 76187 members 
Mstep: Class 16 contains 204103 members 
Mstep: Class 18 contains 32110 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 113758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076920.000000 Penalty: 68576.000000
Iteration 64Q: 21 clusters Score -1.340769e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190094 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 33984 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 113841 members 
Mstep: Class 7 contains 19775 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 95711 members 
Mstep: Class 11 contains 87054 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 76165 members 
Mstep: Class 16 contains 203651 members 
Mstep: Class 18 contains 32109 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 113397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076760.000000 Penalty: 68576.000000
Iteration 65Q: 21 clusters Score -1.340768e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190337 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 33972 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 114378 members 
Mstep: Class 7 contains 19764 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 95715 members 
Mstep: Class 11 contains 87042 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76156 members 
Mstep: Class 16 contains 203180 members 
Mstep: Class 18 contains 32107 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 113068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076784.000000 Penalty: 68576.000000
Iteration 66Q: 21 clusters Score -1.340768e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190561 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33949 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 114916 members 
Mstep: Class 7 contains 19761 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 95715 members 
Mstep: Class 11 contains 87025 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 76150 members 
Mstep: Class 16 contains 202712 members 
Mstep: Class 18 contains 32123 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 112765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076928.000000 Penalty: 68576.000000
Iteration 67Q: 21 clusters Score -1.340769e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190743 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33926 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 115448 members 
Mstep: Class 7 contains 19762 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 95712 members 
Mstep: Class 11 contains 87018 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 76145 members 
Mstep: Class 16 contains 202238 members 
Mstep: Class 18 contains 32134 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 112518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076800.000000 Penalty: 68576.000000
Iteration 68Q: 21 clusters Score -1.340768e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 190890 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33912 members 
Mstep: Class 4 contains 10340 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 115924 members 
Mstep: Class 7 contains 19762 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 95704 members 
Mstep: Class 11 contains 87025 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 76141 members 
Mstep: Class 16 contains 201835 members 
Mstep: Class 18 contains 32150 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 112276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076752.000000 Penalty: 68576.000000
Iteration 69Q: 21 clusters Score -1.340768e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191023 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33891 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 116398 members 
Mstep: Class 7 contains 19754 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 95706 members 
Mstep: Class 11 contains 87043 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 76140 members 
Mstep: Class 16 contains 201440 members 
Mstep: Class 18 contains 32153 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 112051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076664.000000 Penalty: 68576.000000
Iteration 70Q: 21 clusters Score -1.340767e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33871 members 
Mstep: Class 4 contains 10354 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 116903 members 
Mstep: Class 7 contains 19745 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 95712 members 
Mstep: Class 11 contains 87064 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 76137 members 
Mstep: Class 16 contains 201017 members 
Mstep: Class 18 contains 32153 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 111833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076712.000000 Penalty: 68576.000000
Iteration 71Q: 21 clusters Score -1.340767e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33848 members 
Mstep: Class 4 contains 10358 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 117359 members 
Mstep: Class 7 contains 19738 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 95719 members 
Mstep: Class 11 contains 87093 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76135 members 
Mstep: Class 16 contains 200630 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 22 contains 111619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076576.000000 Penalty: 68576.000000
Iteration 72Q: 21 clusters Score -1.340766e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33829 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 117786 members 
Mstep: Class 7 contains 19735 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 4083 members 
Mstep: Class 10 contains 95726 members 
Mstep: Class 11 contains 87122 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76134 members 
Mstep: Class 16 contains 200263 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 21 contains 5724 members 
Mstep: Class 22 contains 111438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076736.000000 Penalty: 68576.000000
Iteration 73Q: 21 clusters Score -1.340767e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 118211 members 
Mstep: Class 7 contains 19721 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 10 contains 95733 members 
Mstep: Class 11 contains 87155 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 76132 members 
Mstep: Class 16 contains 199901 members 
Mstep: Class 18 contains 32167 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 21 contains 5722 members 
Mstep: Class 22 contains 111271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076872.000000 Penalty: 68576.000000
Iteration 74Q: 21 clusters Score -1.340769e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191529 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 10368 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 118639 members 
Mstep: Class 7 contains 19706 members 
Mstep: Class 8 contains 4229 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 95745 members 
Mstep: Class 11 contains 87185 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 76130 members 
Mstep: Class 16 contains 199555 members 
Mstep: Class 18 contains 32168 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 111109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134076920.000000 Penalty: 68576.000000
Iteration 75Q: 21 clusters Score -1.340769e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33772 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 119085 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 95759 members 
Mstep: Class 11 contains 87212 members 
Mstep: Class 12 contains 670 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 76129 members 
Mstep: Class 16 contains 199173 members 
Mstep: Class 18 contains 32169 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 22 contains 110963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134077128.000000 Penalty: 68576.000000
Iteration 76Q: 21 clusters Score -1.340771e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33765 members 
Mstep: Class 4 contains 10371 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 119548 members 
Mstep: Class 7 contains 19681 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 95756 members 
Mstep: Class 11 contains 87251 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 76128 members 
Mstep: Class 16 contains 198742 members 
Mstep: Class 18 contains 32178 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 110837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134077568.000000 Penalty: 68576.000000
Iteration 77Q: 21 clusters Score -1.340776e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191694 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33744 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120047 members 
Mstep: Class 7 contains 19676 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87271 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 76128 members 
Mstep: Class 16 contains 198307 members 
Mstep: Class 18 contains 32189 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 110720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134077776.000000 Penalty: 68576.000000
Iteration 78Q: 21 clusters Score -1.340778e+08 nChanged 837
Entering ConstructFrom: 
Score: -134077776.000000 Penalty: 68576.000000
Entering ConstructFrom: 
Trying to split cluster 1 (191746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191746 members 
Entering Unmasked Estep 
Score: -26067014.000000 Penalty: 3016.653809
	Iteration 0F: 2 clusters Score -2.606701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -25966822.000000 Penalty: 6033.307617
	Iteration 0F: 3 clusters Score -2.596682e+07 nChanged 92043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -26020090.000000 Penalty: 6033.307617
	Iteration 1F: 3 clusters Score -2.602009e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -26020930.000000 Penalty: 6033.307617
	Iteration 2Q: 3 clusters Score -2.602093e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -26021772.000000 Penalty: 6033.307617
	Iteration 3Q: 3 clusters Score -2.602177e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -26022922.000000 Penalty: 6033.307617
	Iteration 4Q: 3 clusters Score -2.602292e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -26024806.000000 Penalty: 6033.307617
	Iteration 5Q: 3 clusters Score -2.602481e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 119012 members 
Entering Unmasked Estep 
Score: -26028552.000000 Penalty: 6033.307617
	Iteration 6Q: 3 clusters Score -2.602855e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -26035636.000000 Penalty: 6033.307617
	Iteration 7F: 3 clusters Score -2.603564e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -26044542.000000 Penalty: 6033.307617
	Iteration 8F: 3 clusters Score -2.604454e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 161524 members 
Entering Unmasked Estep 
Score: -26051806.000000 Penalty: 6033.307617
	Iteration 9F: 3 clusters Score -2.605181e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 172888 members 
Entering Unmasked Estep 
Score: -26056384.000000 Penalty: 6033.307617
	Iteration 10F: 3 clusters Score -2.605638e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 179775 members 
Entering Unmasked Estep 
Score: -26059574.000000 Penalty: 6033.307617
	Iteration 11Q: 3 clusters Score -2.605957e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 183639 members 
Entering Unmasked Estep 
Score: -26061174.000000 Penalty: 6033.307617
	Iteration 12Q: 3 clusters Score -2.606117e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 185866 members 
Entering Unmasked Estep 
Score: -26062184.000000 Penalty: 6033.307617
	Iteration 13Q: 3 clusters Score -2.606218e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 187240 members 
Entering Unmasked Estep 
Score: -26062840.000000 Penalty: 6033.307617
	Iteration 14Q: 3 clusters Score -2.606284e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 188131 members 
Entering Unmasked Estep 
Score: -26063248.000000 Penalty: 6033.307617
	Iteration 15Q: 3 clusters Score -2.606325e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 188737 members 
Entering Unmasked Estep 
Score: -26063588.000000 Penalty: 6033.307617
	Iteration 16Q: 3 clusters Score -2.606359e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 189131 members 
Entering Unmasked Estep 
Score: -26063870.000000 Penalty: 6033.307617
	Iteration 17Q: 3 clusters Score -2.606387e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 189428 members 
Entering Unmasked Estep 
Score: -26064152.000000 Penalty: 6033.307617
	Iteration 18Q: 3 clusters Score -2.606415e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 189635 members 
Entering Unmasked Estep 
Score: -26064306.000000 Penalty: 6033.307617
	Iteration 19Q: 3 clusters Score -2.606431e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -26064424.000000 Penalty: 6033.307617
	Iteration 20F: 3 clusters Score -2.606442e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 189857 members 
Entering Unmasked Estep 
Score: -26064488.000000 Penalty: 6033.307617
	Iteration 21Q: 3 clusters Score -2.606449e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 189942 members 
Entering Unmasked Estep 
Score: -26064570.000000 Penalty: 6033.307617
	Iteration 22Q: 3 clusters Score -2.606457e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -26064594.000000 Penalty: 6033.307617
	Iteration 23Q: 3 clusters Score -2.606459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 190076 members 
Entering Unmasked Estep 
Score: -26064708.000000 Penalty: 6033.307617
	Iteration 24Q: 3 clusters Score -2.606471e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 190112 members 
Entering Unmasked Estep 
Score: -26064716.000000 Penalty: 6033.307617
	Iteration 25Q: 3 clusters Score -2.606472e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -26064752.000000 Penalty: 6033.307617
	Iteration 26Q: 3 clusters Score -2.606475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -26064758.000000 Penalty: 6033.307617
	Iteration 27Q: 3 clusters Score -2.606476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 190192 members 
Entering Unmasked Estep 
Score: -26064754.000000 Penalty: 6033.307617
	Iteration 28Q: 3 clusters Score -2.606475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -26064778.000000 Penalty: 6033.307617
	Iteration 29Q: 3 clusters Score -2.606478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 190241 members 
Entering Unmasked Estep 
Score: -26064818.000000 Penalty: 6033.307617
	Iteration 30Q: 3 clusters Score -2.606482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -26064794.000000 Penalty: 6033.307617
	Iteration 31Q: 3 clusters Score -2.606479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 190267 members 
Entering Unmasked Estep 
Score: -26064786.000000 Penalty: 6033.307617
	Iteration 32Q: 3 clusters Score -2.606479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 190278 members 
Entering Unmasked Estep 
Score: -26064794.000000 Penalty: 6033.307617
	Iteration 33Q: 3 clusters Score -2.606479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 190290 members 
Entering Unmasked Estep 
Score: -26064800.000000 Penalty: 6033.307617
	Iteration 34Q: 3 clusters Score -2.60648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -26064818.000000 Penalty: 6033.307617
	Iteration 35Q: 3 clusters Score -2.606482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -26064808.000000 Penalty: 6033.307617
	Iteration 36Q: 3 clusters Score -2.606481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -26064822.000000 Penalty: 6033.307617
	Iteration 37Q: 3 clusters Score -2.606482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -26064822.000000 Penalty: 6033.307617
	Iteration 38Q: 3 clusters Score -2.606482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 190298 members 
Entering Unmasked Estep 
Score: -26064806.000000 Penalty: 6033.307617
	Iteration 39Q: 3 clusters Score -2.606481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -26064830.000000 Penalty: 6033.307617
	Iteration 40F: 3 clusters Score -2.606483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -26064818.000000 Penalty: 6033.307617
	Iteration 41Q: 3 clusters Score -2.606482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 190307 members 
Entering Unmasked Estep 
Score: -26064824.000000 Penalty: 6033.307617
	Iteration 42Q: 3 clusters Score -2.606482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -26064830.000000 Penalty: 6033.307617
	Iteration 43Q: 3 clusters Score -2.606483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -26064836.000000 Penalty: 6033.307617
	Iteration 44Q: 3 clusters Score -2.606484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 190313 members 
Entering Unmasked Estep 
Score: -26064842.000000 Penalty: 6033.307617
	Iteration 45Q: 3 clusters Score -2.606484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -26064838.000000 Penalty: 6033.307617
	Iteration 46Q: 3 clusters Score -2.606484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -26064830.000000 Penalty: 6033.307617
	Iteration 47Q: 3 clusters Score -2.606483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -26064830.000000 Penalty: 6033.307617
	Iteration 48F: 3 clusters Score -2.606483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -264637.406250 Penalty: 1898.184326
	Iteration 0F: 2 clusters Score -264637.4 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 1054 members 
Entering Unmasked Estep 
Score: -262020.625000 Penalty: 3796.368652
	Iteration 0F: 3 clusters Score -262020.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -262722.125000 Penalty: 3796.368652
	Iteration 1F: 3 clusters Score -262722.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263025.218750 Penalty: 3796.368652
	Iteration 2F: 3 clusters Score -263025.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -263270.656250 Penalty: 3796.368652
	Iteration 3F: 3 clusters Score -263270.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -263491.812500 Penalty: 3796.368652
	Iteration 4F: 3 clusters Score -263491.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -263721.531250 Penalty: 3796.368652
	Iteration 5F: 3 clusters Score -263721.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -263898.781250 Penalty: 3796.368652
	Iteration 6Q: 3 clusters Score -263898.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -264038.750000 Penalty: 3796.368652
	Iteration 7Q: 3 clusters Score -264038.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -264146.468750 Penalty: 3796.368652
	Iteration 8Q: 3 clusters Score -264146.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264212.281250 Penalty: 3796.368652
	Iteration 9Q: 3 clusters Score -264212.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -264250.125000 Penalty: 3796.368652
	Iteration 10Q: 3 clusters Score -264250.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264283.843750 Penalty: 3796.368652
	Iteration 11Q: 3 clusters Score -264283.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -264317.781250 Penalty: 3796.368652
	Iteration 12Q: 3 clusters Score -264317.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264346.718750 Penalty: 3796.368652
	Iteration 13Q: 3 clusters Score -264346.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264383.843750 Penalty: 3796.368652
	Iteration 14Q: 3 clusters Score -264383.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264423.531250 Penalty: 3796.368652
	Iteration 15Q: 3 clusters Score -264423.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264473.500000 Penalty: 3796.368652
	Iteration 16Q: 3 clusters Score -264473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -264509.625000 Penalty: 3796.368652
	Iteration 17Q: 3 clusters Score -264509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264540.531250 Penalty: 3796.368652
	Iteration 18Q: 3 clusters Score -264540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264578.531250 Penalty: 3796.368652
	Iteration 19Q: 3 clusters Score -264578.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264619.125000 Penalty: 3796.368652
	Iteration 20F: 3 clusters Score -264619.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264713.906250 Penalty: 3796.368652
	Iteration 21Q: 3 clusters Score -264713.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -264825.937500 Penalty: 3796.368652
	Iteration 22Q: 3 clusters Score -264825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264865.593750 Penalty: 3796.368652
	Iteration 23Q: 3 clusters Score -264865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264876.875000 Penalty: 3796.368652
	Iteration 24Q: 3 clusters Score -264876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -264885.968750 Penalty: 3796.368652
	Iteration 25Q: 3 clusters Score -264886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264892.562500 Penalty: 3796.368652
	Iteration 26Q: 3 clusters Score -264892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264904.375000 Penalty: 3796.368652
	Iteration 27Q: 3 clusters Score -264904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264912.968750 Penalty: 3796.368652
	Iteration 28Q: 3 clusters Score -264913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264914.312500 Penalty: 3796.368652
	Iteration 29Q: 3 clusters Score -264914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264916.781250 Penalty: 3796.368652
	Iteration 30F: 3 clusters Score -264916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -264920.375000 Penalty: 3796.368652
	Iteration 31Q: 3 clusters Score -264920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264931.437500 Penalty: 3796.368652
	Iteration 32Q: 3 clusters Score -264931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264951.375000 Penalty: 3796.368652
	Iteration 33Q: 3 clusters Score -264951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264982.031250 Penalty: 3796.368652
	Iteration 34Q: 3 clusters Score -264982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -265066.812500 Penalty: 3796.368652
	Iteration 35Q: 3 clusters Score -265066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265176.687500 Penalty: 3796.368652
	Iteration 36Q: 3 clusters Score -265176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -265229.531250 Penalty: 3796.368652
	Iteration 37Q: 3 clusters Score -265229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -265260.593750 Penalty: 3796.368652
	Iteration 38Q: 3 clusters Score -265260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -265275.625000 Penalty: 3796.368652
	Iteration 39Q: 3 clusters Score -265275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -265277.468750 Penalty: 3796.368652
	Iteration 40F: 3 clusters Score -265277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -265281.593750 Penalty: 3796.368652
	Iteration 41Q: 3 clusters Score -265281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -265282.656250 Penalty: 3796.368652
	Iteration 42Q: 3 clusters Score -265282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265283.156250 Penalty: 3796.368652
	Iteration 43Q: 3 clusters Score -265283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265283.156250 Penalty: 3796.368652
	Iteration 44F: 3 clusters Score -265283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Entering Unmasked Estep 
Score: -134076504.000000 Penalty: 72004.804688
Splitting cluster 2 changes total score from -134077776.000000 to -134076504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (33730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Entering Unmasked Estep 
Score: -4503460.500000 Penalty: 2585.683350
	Iteration 0F: 2 clusters Score -4503460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4480496.500000 Penalty: 5171.366699
	Iteration 0F: 3 clusters Score -4480496 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4488819.500000 Penalty: 5171.366699
	Iteration 1F: 3 clusters Score -4488820 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4489345.500000 Penalty: 5171.366699
	Iteration 2Q: 3 clusters Score -4489346 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4490160.000000 Penalty: 5171.366699
	Iteration 3Q: 3 clusters Score -4490160 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4491354.000000 Penalty: 5171.366699
	Iteration 4Q: 3 clusters Score -4491354 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4493003.500000 Penalty: 5171.366699
	Iteration 5F: 3 clusters Score -4493004 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4494772.500000 Penalty: 5171.366699
	Iteration 6F: 3 clusters Score -4494772 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4496427.000000 Penalty: 5171.366699
	Iteration 7F: 3 clusters Score -4496427 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4497881.500000 Penalty: 5171.366699
	Iteration 8F: 3 clusters Score -4497882 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4499052.500000 Penalty: 5171.366699
	Iteration 9F: 3 clusters Score -4499052 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4499833.000000 Penalty: 5171.366699
	Iteration 10Q: 3 clusters Score -4499833 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4500228.500000 Penalty: 5171.366699
	Iteration 11Q: 3 clusters Score -4500228 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4500482.000000 Penalty: 5171.366699
	Iteration 12Q: 3 clusters Score -4500482 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4500686.000000 Penalty: 5171.366699
	Iteration 13Q: 3 clusters Score -4500686 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4500798.000000 Penalty: 5171.366699
	Iteration 14Q: 3 clusters Score -4500798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4500928.000000 Penalty: 5171.366699
	Iteration 15Q: 3 clusters Score -4500928 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4501065.500000 Penalty: 5171.366699
	Iteration 16Q: 3 clusters Score -4501066 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4501200.500000 Penalty: 5171.366699
	Iteration 17Q: 3 clusters Score -4501200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4501347.000000 Penalty: 5171.366699
	Iteration 18Q: 3 clusters Score -4501347 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4501488.000000 Penalty: 5171.366699
	Iteration 19Q: 3 clusters Score -4501488 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4501600.000000 Penalty: 5171.366699
	Iteration 20F: 3 clusters Score -4501600 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -4501741.000000 Penalty: 5171.366699
	Iteration 21Q: 3 clusters Score -4501741 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4501857.000000 Penalty: 5171.366699
	Iteration 22Q: 3 clusters Score -4501857 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4502044.000000 Penalty: 5171.366699
	Iteration 23Q: 3 clusters Score -4502044 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4502231.000000 Penalty: 5171.366699
	Iteration 24Q: 3 clusters Score -4502231 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4502416.000000 Penalty: 5171.366699
	Iteration 25Q: 3 clusters Score -4502416 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4502634.000000 Penalty: 5171.366699
	Iteration 26Q: 3 clusters Score -4502634 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4502829.000000 Penalty: 5171.366699
	Iteration 27Q: 3 clusters Score -4502829 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4503014.000000 Penalty: 5171.366699
	Iteration 28Q: 3 clusters Score -4503014 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4503180.000000 Penalty: 5171.366699
	Iteration 29Q: 3 clusters Score -4503180 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4503320.500000 Penalty: 5171.366699
	Iteration 30Q: 3 clusters Score -4503320 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4503465.500000 Penalty: 5171.366699
	Iteration 31Q: 3 clusters Score -4503466 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4503603.500000 Penalty: 5171.366699
	Iteration 32Q: 3 clusters Score -4503604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4503702.000000 Penalty: 5171.366699
	Iteration 33Q: 3 clusters Score -4503702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4503812.500000 Penalty: 5171.366699
	Iteration 34Q: 3 clusters Score -4503812 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4503908.000000 Penalty: 5171.366699
	Iteration 35Q: 3 clusters Score -4503908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4503986.000000 Penalty: 5171.366699
	Iteration 36Q: 3 clusters Score -4503986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4504052.000000 Penalty: 5171.366699
	Iteration 37Q: 3 clusters Score -4504052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4504116.500000 Penalty: 5171.366699
	Iteration 38Q: 3 clusters Score -4504116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4504186.000000 Penalty: 5171.366699
	Iteration 39Q: 3 clusters Score -4504186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4504268.000000 Penalty: 5171.366699
	Iteration 40F: 3 clusters Score -4504268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4504319.500000 Penalty: 5171.366699
	Iteration 41Q: 3 clusters Score -4504320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4504323.000000 Penalty: 5171.366699
	Iteration 42Q: 3 clusters Score -4504323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4504337.000000 Penalty: 5171.366699
	Iteration 43Q: 3 clusters Score -4504337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4504344.000000 Penalty: 5171.366699
	Iteration 44Q: 3 clusters Score -4504344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4504344.000000 Penalty: 5171.366699
	Iteration 45Q: 3 clusters Score -4504344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4504345.000000 Penalty: 5171.366699
	Iteration 46Q: 3 clusters Score -4504345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4504343.000000 Penalty: 5171.366699
	Iteration 47Q: 3 clusters Score -4504343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4504343.000000 Penalty: 5171.366699
	Iteration 48F: 3 clusters Score -4504343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 32028 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Entering Unmasked Estep 
Score: -134077512.000000 Penalty: 72004.804688
Splitting cluster 3 changes total score from -134077776.000000 to -134077512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Entering Unmasked Estep 
Score: -1320132.500000 Penalty: 2293.222656
	Iteration 0F: 2 clusters Score -1320132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1312261.250000 Penalty: 4586.445312
	Iteration 0F: 3 clusters Score -1312261 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1314679.375000 Penalty: 4586.445312
	Iteration 1F: 3 clusters Score -1314679 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1315045.375000 Penalty: 4586.445312
	Iteration 2F: 3 clusters Score -1315045 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1315314.375000 Penalty: 4586.445312
	Iteration 3F: 3 clusters Score -1315314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1315537.625000 Penalty: 4586.445312
	Iteration 4Q: 3 clusters Score -1315538 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1315766.500000 Penalty: 4586.445312
	Iteration 5Q: 3 clusters Score -1315766 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1316014.500000 Penalty: 4586.445312
	Iteration 6Q: 3 clusters Score -1316014 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1316327.750000 Penalty: 4586.445312
	Iteration 7Q: 3 clusters Score -1316328 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1316688.125000 Penalty: 4586.445312
	Iteration 8Q: 3 clusters Score -1316688 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1317021.500000 Penalty: 4586.445312
	Iteration 9Q: 3 clusters Score -1317022 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1317314.250000 Penalty: 4586.445312
	Iteration 10Q: 3 clusters Score -1317314 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1317576.625000 Penalty: 4586.445312
	Iteration 11Q: 3 clusters Score -1317577 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1317825.000000 Penalty: 4586.445312
	Iteration 12Q: 3 clusters Score -1317825 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1318034.250000 Penalty: 4586.445312
	Iteration 13Q: 3 clusters Score -1318034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1318178.875000 Penalty: 4586.445312
	Iteration 14Q: 3 clusters Score -1318179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1318298.375000 Penalty: 4586.445312
	Iteration 15Q: 3 clusters Score -1318298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1318388.000000 Penalty: 4586.445312
	Iteration 16Q: 3 clusters Score -1318388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1318452.750000 Penalty: 4586.445312
	Iteration 17Q: 3 clusters Score -1318453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1318505.875000 Penalty: 4586.445312
	Iteration 18Q: 3 clusters Score -1318506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1318545.125000 Penalty: 4586.445312
	Iteration 19Q: 3 clusters Score -1318545 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1318577.500000 Penalty: 4586.445312
	Iteration 20F: 3 clusters Score -1318578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1318601.250000 Penalty: 4586.445312
	Iteration 21Q: 3 clusters Score -1318601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1318620.875000 Penalty: 4586.445312
	Iteration 22Q: 3 clusters Score -1318621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1318629.000000 Penalty: 4586.445312
	Iteration 23Q: 3 clusters Score -1318629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1318634.875000 Penalty: 4586.445312
	Iteration 24Q: 3 clusters Score -1318635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1318643.250000 Penalty: 4586.445312
	Iteration 25Q: 3 clusters Score -1318643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1318650.000000 Penalty: 4586.445312
	Iteration 26Q: 3 clusters Score -1318650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1318657.500000 Penalty: 4586.445312
	Iteration 27Q: 3 clusters Score -1318658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1318666.375000 Penalty: 4586.445312
	Iteration 28Q: 3 clusters Score -1318666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1318674.250000 Penalty: 4586.445312
	Iteration 29Q: 3 clusters Score -1318674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1318689.250000 Penalty: 4586.445312
	Iteration 30Q: 3 clusters Score -1318689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1318692.750000 Penalty: 4586.445312
	Iteration 31Q: 3 clusters Score -1318693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1318696.375000 Penalty: 4586.445312
	Iteration 32Q: 3 clusters Score -1318696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1318698.750000 Penalty: 4586.445312
	Iteration 33Q: 3 clusters Score -1318699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1318703.750000 Penalty: 4586.445312
	Iteration 34Q: 3 clusters Score -1318704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1318709.875000 Penalty: 4586.445312
	Iteration 35Q: 3 clusters Score -1318710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1318714.500000 Penalty: 4586.445312
	Iteration 36Q: 3 clusters Score -1318714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1318720.250000 Penalty: 4586.445312
	Iteration 37Q: 3 clusters Score -1318720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1318724.500000 Penalty: 4586.445312
	Iteration 38Q: 3 clusters Score -1318724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1318730.250000 Penalty: 4586.445312
	Iteration 39Q: 3 clusters Score -1318730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1318731.500000 Penalty: 4586.445312
	Iteration 40F: 3 clusters Score -1318732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1318740.750000 Penalty: 4586.445312
	Iteration 41Q: 3 clusters Score -1318741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1318740.250000 Penalty: 4586.445312
	Iteration 42Q: 3 clusters Score -1318740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1318746.250000 Penalty: 4586.445312
	Iteration 43Q: 3 clusters Score -1318746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1318749.625000 Penalty: 4586.445312
	Iteration 44Q: 3 clusters Score -1318750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1318749.750000 Penalty: 4586.445312
	Iteration 45Q: 3 clusters Score -1318750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1318748.250000 Penalty: 4586.445312
	Iteration 46Q: 3 clusters Score -1318748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1318750.000000 Penalty: 4586.445312
	Iteration 47Q: 3 clusters Score -1318750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1318750.750000 Penalty: 4586.445312
	Iteration 48Q: 3 clusters Score -1318751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1318750.625000 Penalty: 4586.445312
	Iteration 49Q: 3 clusters Score -1318751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1318749.000000 Penalty: 4586.445312
	Iteration 50Q: 3 clusters Score -1318749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1318754.250000 Penalty: 4586.445312
	Iteration 51Q: 3 clusters Score -1318754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1318754.625000 Penalty: 4586.445312
	Iteration 52Q: 3 clusters Score -1318755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1318753.625000 Penalty: 4586.445312
	Iteration 53Q: 3 clusters Score -1318754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1318755.375000 Penalty: 4586.445312
	Iteration 54Q: 3 clusters Score -1318755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1318757.875000 Penalty: 4586.445312
	Iteration 55Q: 3 clusters Score -1318758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1318759.000000 Penalty: 4586.445312
	Iteration 56Q: 3 clusters Score -1318759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1318758.875000 Penalty: 4586.445312
	Iteration 57Q: 3 clusters Score -1318759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1318758.375000 Penalty: 4586.445312
	Iteration 58Q: 3 clusters Score -1318758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1318758.875000 Penalty: 4586.445312
	Iteration 59Q: 3 clusters Score -1318759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1318759.750000 Penalty: 4586.445312
	Iteration 60F: 3 clusters Score -1318760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1318761.500000 Penalty: 4586.445312
	Iteration 61Q: 3 clusters Score -1318762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1318759.750000 Penalty: 4586.445312
	Iteration 62Q: 3 clusters Score -1318760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1318761.250000 Penalty: 4586.445312
	Iteration 63Q: 3 clusters Score -1318761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1318760.625000 Penalty: 4586.445312
	Iteration 64Q: 3 clusters Score -1318761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1318760.750000 Penalty: 4586.445312
	Iteration 65Q: 3 clusters Score -1318761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1318760.875000 Penalty: 4586.445312
	Iteration 66Q: 3 clusters Score -1318761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1318759.875000 Penalty: 4586.445312
	Iteration 67Q: 3 clusters Score -1318760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1318759.750000 Penalty: 4586.445312
	Iteration 68Q: 3 clusters Score -1318760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1318757.375000 Penalty: 4586.445312
	Iteration 69Q: 3 clusters Score -1318757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1318757.375000 Penalty: 4586.445312
	Iteration 70F: 3 clusters Score -1318757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -322695.000000 Penalty: 1930.652588
	Iteration 0F: 2 clusters Score -322695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -319859.875000 Penalty: 3861.305176
	Iteration 0F: 3 clusters Score -319859.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -320492.875000 Penalty: 3861.305176
	Iteration 1F: 3 clusters Score -320492.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -320679.781250 Penalty: 3861.305176
	Iteration 2F: 3 clusters Score -320679.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320770.281250 Penalty: 3861.305176
	Iteration 3Q: 3 clusters Score -320770.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -320823.468750 Penalty: 3861.305176
	Iteration 4Q: 3 clusters Score -320823.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -320851.125000 Penalty: 3861.305176
	Iteration 5Q: 3 clusters Score -320851.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -320874.156250 Penalty: 3861.305176
	Iteration 6Q: 3 clusters Score -320874.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320892.562500 Penalty: 3861.305176
	Iteration 7Q: 3 clusters Score -320892.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320908.031250 Penalty: 3861.305176
	Iteration 8Q: 3 clusters Score -320908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -320919.031250 Penalty: 3861.305176
	Iteration 9Q: 3 clusters Score -320919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320936.093750 Penalty: 3861.305176
	Iteration 10Q: 3 clusters Score -320936.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -320947.031250 Penalty: 3861.305176
	Iteration 11Q: 3 clusters Score -320947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320958.218750 Penalty: 3861.305176
	Iteration 12Q: 3 clusters Score -320958.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320969.312500 Penalty: 3861.305176
	Iteration 13Q: 3 clusters Score -320969.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -320982.625000 Penalty: 3861.305176
	Iteration 14Q: 3 clusters Score -320982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -320990.875000 Penalty: 3861.305176
	Iteration 15Q: 3 clusters Score -320990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -321000.406250 Penalty: 3861.305176
	Iteration 16Q: 3 clusters Score -321000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321007.718750 Penalty: 3861.305176
	Iteration 17Q: 3 clusters Score -321007.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321014.562500 Penalty: 3861.305176
	Iteration 18Q: 3 clusters Score -321014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -321023.312500 Penalty: 3861.305176
	Iteration 19Q: 3 clusters Score -321023.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321032.937500 Penalty: 3861.305176
	Iteration 20F: 3 clusters Score -321032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321045.875000 Penalty: 3861.305176
	Iteration 21Q: 3 clusters Score -321045.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -321060.531250 Penalty: 3861.305176
	Iteration 22Q: 3 clusters Score -321060.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -321107.437500 Penalty: 3861.305176
	Iteration 23Q: 3 clusters Score -321107.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321191.937500 Penalty: 3861.305176
	Iteration 24Q: 3 clusters Score -321191.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321316.375000 Penalty: 3861.305176
	Iteration 25Q: 3 clusters Score -321316.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321427.531250 Penalty: 3861.305176
	Iteration 26Q: 3 clusters Score -321427.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -321508.750000 Penalty: 3861.305176
	Iteration 27Q: 3 clusters Score -321508.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -321548.562500 Penalty: 3861.305176
	Iteration 28Q: 3 clusters Score -321548.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -321570.093750 Penalty: 3861.305176
	Iteration 29Q: 3 clusters Score -321570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321582.968750 Penalty: 3861.305176
	Iteration 30Q: 3 clusters Score -321583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321596.718750 Penalty: 3861.305176
	Iteration 31Q: 3 clusters Score -321596.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321610.343750 Penalty: 3861.305176
	Iteration 32Q: 3 clusters Score -321610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -321624.312500 Penalty: 3861.305176
	Iteration 33Q: 3 clusters Score -321624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321637.156250 Penalty: 3861.305176
	Iteration 34Q: 3 clusters Score -321637.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321646.031250 Penalty: 3861.305176
	Iteration 35Q: 3 clusters Score -321646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321651.968750 Penalty: 3861.305176
	Iteration 36Q: 3 clusters Score -321652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321654.750000 Penalty: 3861.305176
	Iteration 37Q: 3 clusters Score -321654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -321656.093750 Penalty: 3861.305176
	Iteration 38Q: 3 clusters Score -321656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -321656.250000 Penalty: 3861.305176
	Iteration 39Q: 3 clusters Score -321656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -321656.250000 Penalty: 3861.305176
	Iteration 40F: 3 clusters Score -321656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Entering Unmasked Estep 
Score: -16493524.000000 Penalty: 2901.580078
	Iteration 0F: 2 clusters Score -1.649352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -16413009.000000 Penalty: 5803.160156
	Iteration 0F: 3 clusters Score -1.641301e+07 nChanged 57406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -16446889.000000 Penalty: 5803.160156
	Iteration 1F: 3 clusters Score -1.644689e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -16448157.000000 Penalty: 5803.160156
	Iteration 2Q: 3 clusters Score -1.644816e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -16449858.000000 Penalty: 5803.160156
	Iteration 3Q: 3 clusters Score -1.644986e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -16452497.000000 Penalty: 5803.160156
	Iteration 4Q: 3 clusters Score -1.64525e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -16456127.000000 Penalty: 5803.160156
	Iteration 5F: 3 clusters Score -1.645613e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -16460547.000000 Penalty: 5803.160156
	Iteration 6F: 3 clusters Score -1.646055e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -16465293.000000 Penalty: 5803.160156
	Iteration 7F: 3 clusters Score -1.646529e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -16469766.000000 Penalty: 5803.160156
	Iteration 8F: 3 clusters Score -1.646977e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -16472975.000000 Penalty: 5803.160156
	Iteration 9F: 3 clusters Score -1.647298e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -16474846.000000 Penalty: 5803.160156
	Iteration 10Q: 3 clusters Score -1.647485e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -16476041.000000 Penalty: 5803.160156
	Iteration 11Q: 3 clusters Score -1.647604e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -16476869.000000 Penalty: 5803.160156
	Iteration 12Q: 3 clusters Score -1.647687e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -16477515.000000 Penalty: 5803.160156
	Iteration 13Q: 3 clusters Score -1.647752e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -16478239.000000 Penalty: 5803.160156
	Iteration 14Q: 3 clusters Score -1.647824e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -16478915.000000 Penalty: 5803.160156
	Iteration 15Q: 3 clusters Score -1.647892e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -16479677.000000 Penalty: 5803.160156
	Iteration 16Q: 3 clusters Score -1.647968e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -16480598.000000 Penalty: 5803.160156
	Iteration 17Q: 3 clusters Score -1.64806e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -16481695.000000 Penalty: 5803.160156
	Iteration 18Q: 3 clusters Score -1.64817e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -16482865.000000 Penalty: 5803.160156
	Iteration 19Q: 3 clusters Score -1.648286e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -16484007.000000 Penalty: 5803.160156
	Iteration 20F: 3 clusters Score -1.648401e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -16485209.000000 Penalty: 5803.160156
	Iteration 21Q: 3 clusters Score -1.648521e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -16486252.000000 Penalty: 5803.160156
	Iteration 22Q: 3 clusters Score -1.648625e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -16487334.000000 Penalty: 5803.160156
	Iteration 23Q: 3 clusters Score -1.648733e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -16488308.000000 Penalty: 5803.160156
	Iteration 24Q: 3 clusters Score -1.648831e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -16489145.000000 Penalty: 5803.160156
	Iteration 25Q: 3 clusters Score -1.648914e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -16489780.000000 Penalty: 5803.160156
	Iteration 26Q: 3 clusters Score -1.648978e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -16490310.000000 Penalty: 5803.160156
	Iteration 27Q: 3 clusters Score -1.649031e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 116069 members 
Entering Unmasked Estep 
Score: -16490751.000000 Penalty: 5803.160156
	Iteration 28Q: 3 clusters Score -1.649075e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -16491083.000000 Penalty: 5803.160156
	Iteration 29Q: 3 clusters Score -1.649108e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -16491268.000000 Penalty: 5803.160156
	Iteration 30Q: 3 clusters Score -1.649127e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -16491455.000000 Penalty: 5803.160156
	Iteration 31Q: 3 clusters Score -1.649146e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -16491607.000000 Penalty: 5803.160156
	Iteration 32Q: 3 clusters Score -1.649161e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -16491751.000000 Penalty: 5803.160156
	Iteration 33Q: 3 clusters Score -1.649175e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -16491881.000000 Penalty: 5803.160156
	Iteration 34Q: 3 clusters Score -1.649188e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -16491991.000000 Penalty: 5803.160156
	Iteration 35Q: 3 clusters Score -1.649199e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -16492071.000000 Penalty: 5803.160156
	Iteration 36Q: 3 clusters Score -1.649207e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -16492121.000000 Penalty: 5803.160156
	Iteration 37Q: 3 clusters Score -1.649212e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -16492132.000000 Penalty: 5803.160156
	Iteration 38Q: 3 clusters Score -1.649213e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -16492183.000000 Penalty: 5803.160156
	Iteration 39Q: 3 clusters Score -1.649218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -16492232.000000 Penalty: 5803.160156
	Iteration 40F: 3 clusters Score -1.649223e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -16492291.000000 Penalty: 5803.160156
	Iteration 41Q: 3 clusters Score -1.649229e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -16492330.000000 Penalty: 5803.160156
	Iteration 42Q: 3 clusters Score -1.649233e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -16492351.000000 Penalty: 5803.160156
	Iteration 43Q: 3 clusters Score -1.649235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -16492430.000000 Penalty: 5803.160156
	Iteration 44Q: 3 clusters Score -1.649243e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -16492520.000000 Penalty: 5803.160156
	Iteration 45Q: 3 clusters Score -1.649252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -16492566.000000 Penalty: 5803.160156
	Iteration 46Q: 3 clusters Score -1.649257e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -16492608.000000 Penalty: 5803.160156
	Iteration 47Q: 3 clusters Score -1.649261e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -16492645.000000 Penalty: 5803.160156
	Iteration 48Q: 3 clusters Score -1.649264e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -16492655.000000 Penalty: 5803.160156
	Iteration 49Q: 3 clusters Score -1.649266e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 119242 members 
Entering Unmasked Estep 
Score: -16492660.000000 Penalty: 5803.160156
	Iteration 50Q: 3 clusters Score -1.649266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 119238 members 
Entering Unmasked Estep 
Score: -16492695.000000 Penalty: 5803.160156
	Iteration 51Q: 3 clusters Score -1.64927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -16492723.000000 Penalty: 5803.160156
	Iteration 52Q: 3 clusters Score -1.649272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -16492732.000000 Penalty: 5803.160156
	Iteration 53Q: 3 clusters Score -1.649273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -16492737.000000 Penalty: 5803.160156
	Iteration 54Q: 3 clusters Score -1.649274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -16492740.000000 Penalty: 5803.160156
	Iteration 55Q: 3 clusters Score -1.649274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -16492742.000000 Penalty: 5803.160156
	Iteration 56Q: 3 clusters Score -1.649274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -16492754.000000 Penalty: 5803.160156
	Iteration 57Q: 3 clusters Score -1.649275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -16492746.000000 Penalty: 5803.160156
	Iteration 58Q: 3 clusters Score -1.649275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -16492762.000000 Penalty: 5803.160156
	Iteration 59Q: 3 clusters Score -1.649276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -16492746.000000 Penalty: 5803.160156
	Iteration 60F: 3 clusters Score -1.649275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -16492754.000000 Penalty: 5803.160156
	Iteration 61Q: 3 clusters Score -1.649275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -16492756.000000 Penalty: 5803.160156
	Iteration 62Q: 3 clusters Score -1.649276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -16492748.000000 Penalty: 5803.160156
	Iteration 63Q: 3 clusters Score -1.649275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -16492750.000000 Penalty: 5803.160156
	Iteration 64Q: 3 clusters Score -1.649275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -16492745.000000 Penalty: 5803.160156
	Iteration 65Q: 3 clusters Score -1.649274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -16492752.000000 Penalty: 5803.160156
	Iteration 66Q: 3 clusters Score -1.649275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -16492759.000000 Penalty: 5803.160156
	Iteration 67Q: 3 clusters Score -1.649276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -16492763.000000 Penalty: 5803.160156
	Iteration 68Q: 3 clusters Score -1.649276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -16492759.000000 Penalty: 5803.160156
	Iteration 69Q: 3 clusters Score -1.649276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -16492759.000000 Penalty: 5803.160156
	Iteration 70F: 3 clusters Score -1.649276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Entering Unmasked Estep 
Score: -2676229.500000 Penalty: 2451.901123
	Iteration 0F: 2 clusters Score -2676230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2662438.000000 Penalty: 4903.802246
	Iteration 0F: 3 clusters Score -2662438 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2667089.500000 Penalty: 4903.802246
	Iteration 1F: 3 clusters Score -2667090 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2667508.500000 Penalty: 4903.802246
	Iteration 2F: 3 clusters Score -2667508 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2667911.750000 Penalty: 4903.802246
	Iteration 3Q: 3 clusters Score -2667912 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2668232.000000 Penalty: 4903.802246
	Iteration 4Q: 3 clusters Score -2668232 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2668545.000000 Penalty: 4903.802246
	Iteration 5Q: 3 clusters Score -2668545 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2668882.250000 Penalty: 4903.802246
	Iteration 6Q: 3 clusters Score -2668882 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2669237.500000 Penalty: 4903.802246
	Iteration 7Q: 3 clusters Score -2669238 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2669634.000000 Penalty: 4903.802246
	Iteration 8Q: 3 clusters Score -2669634 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2670071.250000 Penalty: 4903.802246
	Iteration 9Q: 3 clusters Score -2670071 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2670513.000000 Penalty: 4903.802246
	Iteration 10Q: 3 clusters Score -2670513 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2670993.250000 Penalty: 4903.802246
	Iteration 11Q: 3 clusters Score -2670993 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2671487.500000 Penalty: 4903.802246
	Iteration 12Q: 3 clusters Score -2671488 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2671983.750000 Penalty: 4903.802246
	Iteration 13Q: 3 clusters Score -2671984 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2672503.500000 Penalty: 4903.802246
	Iteration 14Q: 3 clusters Score -2672504 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2672979.000000 Penalty: 4903.802246
	Iteration 15Q: 3 clusters Score -2672979 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2673331.000000 Penalty: 4903.802246
	Iteration 16Q: 3 clusters Score -2673331 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2673569.250000 Penalty: 4903.802246
	Iteration 17Q: 3 clusters Score -2673569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2673723.750000 Penalty: 4903.802246
	Iteration 18Q: 3 clusters Score -2673724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2673831.500000 Penalty: 4903.802246
	Iteration 19Q: 3 clusters Score -2673832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2673920.750000 Penalty: 4903.802246
	Iteration 20F: 3 clusters Score -2673921 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2673996.000000 Penalty: 4903.802246
	Iteration 21Q: 3 clusters Score -2673996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2674038.000000 Penalty: 4903.802246
	Iteration 22Q: 3 clusters Score -2674038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2674086.500000 Penalty: 4903.802246
	Iteration 23Q: 3 clusters Score -2674086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2674106.250000 Penalty: 4903.802246
	Iteration 24Q: 3 clusters Score -2674106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2674138.750000 Penalty: 4903.802246
	Iteration 25Q: 3 clusters Score -2674139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2674152.750000 Penalty: 4903.802246
	Iteration 26Q: 3 clusters Score -2674153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2674179.500000 Penalty: 4903.802246
	Iteration 27Q: 3 clusters Score -2674180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2674188.250000 Penalty: 4903.802246
	Iteration 28Q: 3 clusters Score -2674188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2674204.000000 Penalty: 4903.802246
	Iteration 29Q: 3 clusters Score -2674204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2674208.250000 Penalty: 4903.802246
	Iteration 30Q: 3 clusters Score -2674208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2674211.500000 Penalty: 4903.802246
	Iteration 31Q: 3 clusters Score -2674212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2674217.750000 Penalty: 4903.802246
	Iteration 32Q: 3 clusters Score -2674218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2674224.500000 Penalty: 4903.802246
	Iteration 33Q: 3 clusters Score -2674224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2674233.500000 Penalty: 4903.802246
	Iteration 34Q: 3 clusters Score -2674234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2674238.000000 Penalty: 4903.802246
	Iteration 35Q: 3 clusters Score -2674238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2674236.250000 Penalty: 4903.802246
	Iteration 36Q: 3 clusters Score -2674236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2674241.500000 Penalty: 4903.802246
	Iteration 37Q: 3 clusters Score -2674242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2674243.000000 Penalty: 4903.802246
	Iteration 38Q: 3 clusters Score -2674243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2674249.000000 Penalty: 4903.802246
	Iteration 39Q: 3 clusters Score -2674249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2674257.250000 Penalty: 4903.802246
	Iteration 40F: 3 clusters Score -2674257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2674259.750000 Penalty: 4903.802246
	Iteration 41Q: 3 clusters Score -2674260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2674259.500000 Penalty: 4903.802246
	Iteration 42Q: 3 clusters Score -2674260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2674261.750000 Penalty: 4903.802246
	Iteration 43Q: 3 clusters Score -2674262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2674267.000000 Penalty: 4903.802246
	Iteration 44Q: 3 clusters Score -2674267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2674268.000000 Penalty: 4903.802246
	Iteration 45Q: 3 clusters Score -2674268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2674266.000000 Penalty: 4903.802246
	Iteration 46Q: 3 clusters Score -2674266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2674266.500000 Penalty: 4903.802246
	Iteration 47Q: 3 clusters Score -2674266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2674274.000000 Penalty: 4903.802246
	Iteration 48Q: 3 clusters Score -2674274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2674275.500000 Penalty: 4903.802246
	Iteration 49Q: 3 clusters Score -2674276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2674283.000000 Penalty: 4903.802246
	Iteration 50Q: 3 clusters Score -2674283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2674287.000000 Penalty: 4903.802246
	Iteration 51Q: 3 clusters Score -2674287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2674289.250000 Penalty: 4903.802246
	Iteration 52Q: 3 clusters Score -2674289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2674294.000000 Penalty: 4903.802246
	Iteration 53Q: 3 clusters Score -2674294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2674296.500000 Penalty: 4903.802246
	Iteration 54Q: 3 clusters Score -2674296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2674298.000000 Penalty: 4903.802246
	Iteration 55Q: 3 clusters Score -2674298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2674300.500000 Penalty: 4903.802246
	Iteration 56Q: 3 clusters Score -2674300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2674301.250000 Penalty: 4903.802246
	Iteration 57Q: 3 clusters Score -2674301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2674301.250000 Penalty: 4903.802246
	Iteration 58F: 3 clusters Score -2674301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -556417.312500 Penalty: 2070.965088
	Iteration 0F: 2 clusters Score -556417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -552329.375000 Penalty: 4141.930176
	Iteration 0F: 3 clusters Score -552329.4 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -553298.875000 Penalty: 4141.930176
	Iteration 1F: 3 clusters Score -553298.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -553494.125000 Penalty: 4141.930176
	Iteration 2F: 3 clusters Score -553494.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -553617.375000 Penalty: 4141.930176
	Iteration 3F: 3 clusters Score -553617.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -553705.312500 Penalty: 4141.930176
	Iteration 4Q: 3 clusters Score -553705.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -553763.625000 Penalty: 4141.930176
	Iteration 5Q: 3 clusters Score -553763.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -553815.937500 Penalty: 4141.930176
	Iteration 6Q: 3 clusters Score -553815.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -553865.812500 Penalty: 4141.930176
	Iteration 7Q: 3 clusters Score -553865.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -553918.250000 Penalty: 4141.930176
	Iteration 8Q: 3 clusters Score -553918.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -553973.000000 Penalty: 4141.930176
	Iteration 9Q: 3 clusters Score -553973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -554023.937500 Penalty: 4141.930176
	Iteration 10Q: 3 clusters Score -554023.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -554083.125000 Penalty: 4141.930176
	Iteration 11Q: 3 clusters Score -554083.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -554139.812500 Penalty: 4141.930176
	Iteration 12Q: 3 clusters Score -554139.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -554209.750000 Penalty: 4141.930176
	Iteration 13Q: 3 clusters Score -554209.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -554295.687500 Penalty: 4141.930176
	Iteration 14Q: 3 clusters Score -554295.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -554382.875000 Penalty: 4141.930176
	Iteration 15Q: 3 clusters Score -554382.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -554461.437500 Penalty: 4141.930176
	Iteration 16Q: 3 clusters Score -554461.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -554542.000000 Penalty: 4141.930176
	Iteration 17Q: 3 clusters Score -554542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -554614.937500 Penalty: 4141.930176
	Iteration 18Q: 3 clusters Score -554614.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -554685.187500 Penalty: 4141.930176
	Iteration 19Q: 3 clusters Score -554685.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -554750.687500 Penalty: 4141.930176
	Iteration 20F: 3 clusters Score -554750.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -554801.812500 Penalty: 4141.930176
	Iteration 21Q: 3 clusters Score -554801.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -554859.937500 Penalty: 4141.930176
	Iteration 22Q: 3 clusters Score -554859.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -554905.750000 Penalty: 4141.930176
	Iteration 23Q: 3 clusters Score -554905.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -554936.875000 Penalty: 4141.930176
	Iteration 24Q: 3 clusters Score -554936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -554966.375000 Penalty: 4141.930176
	Iteration 25Q: 3 clusters Score -554966.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -554996.125000 Penalty: 4141.930176
	Iteration 26Q: 3 clusters Score -554996.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -555017.437500 Penalty: 4141.930176
	Iteration 27Q: 3 clusters Score -555017.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -555036.500000 Penalty: 4141.930176
	Iteration 28Q: 3 clusters Score -555036.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -555053.625000 Penalty: 4141.930176
	Iteration 29Q: 3 clusters Score -555053.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -555064.562500 Penalty: 4141.930176
	Iteration 30Q: 3 clusters Score -555064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -555074.187500 Penalty: 4141.930176
	Iteration 31Q: 3 clusters Score -555074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -555084.875000 Penalty: 4141.930176
	Iteration 32Q: 3 clusters Score -555084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -555089.125000 Penalty: 4141.930176
	Iteration 33Q: 3 clusters Score -555089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -555090.625000 Penalty: 4141.930176
	Iteration 34Q: 3 clusters Score -555090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -555091.875000 Penalty: 4141.930176
	Iteration 35Q: 3 clusters Score -555091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -555092.062500 Penalty: 4141.930176
	Iteration 36Q: 3 clusters Score -555092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -555092.625000 Penalty: 4141.930176
	Iteration 37Q: 3 clusters Score -555092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -555092.625000 Penalty: 4141.930176
	Iteration 38F: 3 clusters Score -555092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -498528.156250 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -498528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -494612.718750 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -494612.7 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -495815.437500 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -495815.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -496655.500000 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -496655.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -497115.625000 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -497115.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -497609.468750 Penalty: 4124.520996
	Iteration 4F: 3 clusters Score -497609.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -498318.968750 Penalty: 4124.520996
	Iteration 5F: 3 clusters Score -498319 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -499122.093750 Penalty: 4124.520996
	Iteration 6F: 3 clusters Score -499122.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -499732.562500 Penalty: 4124.520996
	Iteration 7F: 3 clusters Score -499732.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -500195.500000 Penalty: 4124.520996
	Iteration 8Q: 3 clusters Score -500195.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -500404.937500 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -500404.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -500482.531250 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -500482.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -500509.500000 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -500509.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -500543.687500 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -500543.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -500551.437500 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -500551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -500564.250000 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -500564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -500569.125000 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -500569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -500572.750000 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -500572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -500575.843750 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -500575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -500578.562500 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -500578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -500578.531250 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -500578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -500684.468750 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -500684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -500822.031250 Penalty: 4124.520996
	Iteration 21Q: 3 clusters Score -500822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -500945.812500 Penalty: 4124.520996
	Iteration 22Q: 3 clusters Score -500945.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -501007.750000 Penalty: 4124.520996
	Iteration 23Q: 3 clusters Score -501007.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -501022.718750 Penalty: 4124.520996
	Iteration 24Q: 3 clusters Score -501022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -501026.625000 Penalty: 4124.520996
	Iteration 25Q: 3 clusters Score -501026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -501026.781250 Penalty: 4124.520996
	Iteration 26Q: 3 clusters Score -501026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -501028.437500 Penalty: 4124.520996
	Iteration 27Q: 3 clusters Score -501028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -501028.437500 Penalty: 4124.520996
	Iteration 28F: 3 clusters Score -501028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Entering Unmasked Estep 
Score: -134078968.000000 Penalty: 72004.804688
Splitting cluster 9 changes total score from -134077776.000000 to -134078968.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (95755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Entering Unmasked Estep 
Score: -13057317.000000 Penalty: 2844.447998
	Iteration 0F: 2 clusters Score -1.305732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -12993582.000000 Penalty: 5688.895996
	Iteration 0F: 3 clusters Score -1.299358e+07 nChanged 44915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -13019735.000000 Penalty: 5688.895996
	Iteration 1F: 3 clusters Score -1.301974e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -13020763.000000 Penalty: 5688.895996
	Iteration 2Q: 3 clusters Score -1.302076e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -13022330.000000 Penalty: 5688.895996
	Iteration 3Q: 3 clusters Score -1.302233e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -13025423.000000 Penalty: 5688.895996
	Iteration 4F: 3 clusters Score -1.302542e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -13030741.000000 Penalty: 5688.895996
	Iteration 5F: 3 clusters Score -1.303074e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -13038134.000000 Penalty: 5688.895996
	Iteration 6F: 3 clusters Score -1.303813e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -13044935.000000 Penalty: 5688.895996
	Iteration 7F: 3 clusters Score -1.304494e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -13049436.000000 Penalty: 5688.895996
	Iteration 8F: 3 clusters Score -1.304944e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -13051909.000000 Penalty: 5688.895996
	Iteration 9Q: 3 clusters Score -1.305191e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -13053288.000000 Penalty: 5688.895996
	Iteration 10Q: 3 clusters Score -1.305329e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -13053984.000000 Penalty: 5688.895996
	Iteration 11Q: 3 clusters Score -1.305398e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -13054439.000000 Penalty: 5688.895996
	Iteration 12Q: 3 clusters Score -1.305444e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -13054672.000000 Penalty: 5688.895996
	Iteration 13Q: 3 clusters Score -1.305467e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -13054814.000000 Penalty: 5688.895996
	Iteration 14Q: 3 clusters Score -1.305481e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -13054936.000000 Penalty: 5688.895996
	Iteration 15Q: 3 clusters Score -1.305494e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -13054969.000000 Penalty: 5688.895996
	Iteration 16Q: 3 clusters Score -1.305497e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -13055032.000000 Penalty: 5688.895996
	Iteration 17Q: 3 clusters Score -1.305503e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -13055058.000000 Penalty: 5688.895996
	Iteration 18Q: 3 clusters Score -1.305506e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -13055082.000000 Penalty: 5688.895996
	Iteration 19Q: 3 clusters Score -1.305508e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -13055117.000000 Penalty: 5688.895996
	Iteration 20F: 3 clusters Score -1.305512e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -13055156.000000 Penalty: 5688.895996
	Iteration 21Q: 3 clusters Score -1.305516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -13055172.000000 Penalty: 5688.895996
	Iteration 22Q: 3 clusters Score -1.305517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -13055187.000000 Penalty: 5688.895996
	Iteration 23Q: 3 clusters Score -1.305519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -13055204.000000 Penalty: 5688.895996
	Iteration 24Q: 3 clusters Score -1.30552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -13055217.000000 Penalty: 5688.895996
	Iteration 25Q: 3 clusters Score -1.305522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -13055234.000000 Penalty: 5688.895996
	Iteration 26Q: 3 clusters Score -1.305523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -13055239.000000 Penalty: 5688.895996
	Iteration 27Q: 3 clusters Score -1.305524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -13055256.000000 Penalty: 5688.895996
	Iteration 28Q: 3 clusters Score -1.305526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -13055254.000000 Penalty: 5688.895996
	Iteration 29Q: 3 clusters Score -1.305525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -13055267.000000 Penalty: 5688.895996
	Iteration 30Q: 3 clusters Score -1.305527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -13055267.000000 Penalty: 5688.895996
	Iteration 31Q: 3 clusters Score -1.305527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -13055286.000000 Penalty: 5688.895996
	Iteration 32Q: 3 clusters Score -1.305529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -13055273.000000 Penalty: 5688.895996
	Iteration 33Q: 3 clusters Score -1.305527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -13055272.000000 Penalty: 5688.895996
	Iteration 34Q: 3 clusters Score -1.305527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -13055287.000000 Penalty: 5688.895996
	Iteration 35Q: 3 clusters Score -1.305529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -13055282.000000 Penalty: 5688.895996
	Iteration 36Q: 3 clusters Score -1.305528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -13055283.000000 Penalty: 5688.895996
	Iteration 37Q: 3 clusters Score -1.305528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -13055279.000000 Penalty: 5688.895996
	Iteration 38Q: 3 clusters Score -1.305528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -13055273.000000 Penalty: 5688.895996
	Iteration 39Q: 3 clusters Score -1.305527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -13055283.000000 Penalty: 5688.895996
	Iteration 40F: 3 clusters Score -1.305528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -13055280.000000 Penalty: 5688.895996
	Iteration 41Q: 3 clusters Score -1.305528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -13055293.000000 Penalty: 5688.895996
	Iteration 42Q: 3 clusters Score -1.305529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -13055299.000000 Penalty: 5688.895996
	Iteration 43Q: 3 clusters Score -1.30553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -13055295.000000 Penalty: 5688.895996
	Iteration 44Q: 3 clusters Score -1.30553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -13055306.000000 Penalty: 5688.895996
	Iteration 45Q: 3 clusters Score -1.305531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -13055301.000000 Penalty: 5688.895996
	Iteration 46Q: 3 clusters Score -1.30553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -13055300.000000 Penalty: 5688.895996
	Iteration 47Q: 3 clusters Score -1.30553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -13055314.000000 Penalty: 5688.895996
	Iteration 48Q: 3 clusters Score -1.305531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -13055309.000000 Penalty: 5688.895996
	Iteration 49Q: 3 clusters Score -1.305531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -13055317.000000 Penalty: 5688.895996
	Iteration 50Q: 3 clusters Score -1.305532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -13055315.000000 Penalty: 5688.895996
	Iteration 51Q: 3 clusters Score -1.305532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -13055308.000000 Penalty: 5688.895996
	Iteration 52Q: 3 clusters Score -1.305531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -13055309.000000 Penalty: 5688.895996
	Iteration 53Q: 3 clusters Score -1.305531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -13055301.000000 Penalty: 5688.895996
	Iteration 54Q: 3 clusters Score -1.30553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -13055301.000000 Penalty: 5688.895996
	Iteration 55Q: 3 clusters Score -1.30553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
Score: -13055291.000000 Penalty: 5688.895996
	Iteration 56Q: 3 clusters Score -1.305529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -13055297.000000 Penalty: 5688.895996
	Iteration 57Q: 3 clusters Score -1.30553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -13055298.000000 Penalty: 5688.895996
	Iteration 58Q: 3 clusters Score -1.30553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -13055291.000000 Penalty: 5688.895996
	Iteration 59Q: 3 clusters Score -1.305529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -13055291.000000 Penalty: 5688.895996
	Iteration 60F: 3 clusters Score -1.305529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Entering Unmasked Estep 
Score: -11896629.000000 Penalty: 2821.471191
	Iteration 0F: 2 clusters Score -1.189663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -11838265.000000 Penalty: 5642.942383
	Iteration 0F: 3 clusters Score -1.183826e+07 nChanged 40997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -11861131.000000 Penalty: 5642.942383
	Iteration 1F: 3 clusters Score -1.186113e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -11861591.000000 Penalty: 5642.942383
	Iteration 2Q: 3 clusters Score -1.186159e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -11862093.000000 Penalty: 5642.942383
	Iteration 3Q: 3 clusters Score -1.186209e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -11862675.000000 Penalty: 5642.942383
	Iteration 4Q: 3 clusters Score -1.186268e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -11863227.000000 Penalty: 5642.942383
	Iteration 5Q: 3 clusters Score -1.186323e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -11863973.000000 Penalty: 5642.942383
	Iteration 6Q: 3 clusters Score -1.186397e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -11864965.000000 Penalty: 5642.942383
	Iteration 7Q: 3 clusters Score -1.186496e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -11866447.000000 Penalty: 5642.942383
	Iteration 8Q: 3 clusters Score -1.186645e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -11868559.000000 Penalty: 5642.942383
	Iteration 9F: 3 clusters Score -1.186856e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -11871834.000000 Penalty: 5642.942383
	Iteration 10F: 3 clusters Score -1.187183e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -11876404.000000 Penalty: 5642.942383
	Iteration 11F: 3 clusters Score -1.18764e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -11881749.000000 Penalty: 5642.942383
	Iteration 12F: 3 clusters Score -1.188175e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -11885824.000000 Penalty: 5642.942383
	Iteration 13F: 3 clusters Score -1.188582e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -11887582.000000 Penalty: 5642.942383
	Iteration 14Q: 3 clusters Score -1.188758e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -11888510.000000 Penalty: 5642.942383
	Iteration 15Q: 3 clusters Score -1.188851e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -11889149.000000 Penalty: 5642.942383
	Iteration 16Q: 3 clusters Score -1.188915e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -11889724.000000 Penalty: 5642.942383
	Iteration 17Q: 3 clusters Score -1.188972e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -11890214.000000 Penalty: 5642.942383
	Iteration 18Q: 3 clusters Score -1.189021e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -11890676.000000 Penalty: 5642.942383
	Iteration 19Q: 3 clusters Score -1.189068e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -11891114.000000 Penalty: 5642.942383
	Iteration 20F: 3 clusters Score -1.189111e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -11891427.000000 Penalty: 5642.942383
	Iteration 21Q: 3 clusters Score -1.189143e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -11891738.000000 Penalty: 5642.942383
	Iteration 22Q: 3 clusters Score -1.189174e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -11892028.000000 Penalty: 5642.942383
	Iteration 23Q: 3 clusters Score -1.189203e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -11892261.000000 Penalty: 5642.942383
	Iteration 24Q: 3 clusters Score -1.189226e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -11892513.000000 Penalty: 5642.942383
	Iteration 25Q: 3 clusters Score -1.189251e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11892683.000000 Penalty: 5642.942383
	Iteration 26Q: 3 clusters Score -1.189268e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -11892913.000000 Penalty: 5642.942383
	Iteration 27Q: 3 clusters Score -1.189291e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -11893144.000000 Penalty: 5642.942383
	Iteration 28Q: 3 clusters Score -1.189314e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -11893340.000000 Penalty: 5642.942383
	Iteration 29Q: 3 clusters Score -1.189334e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11893466.000000 Penalty: 5642.942383
	Iteration 30Q: 3 clusters Score -1.189347e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11893581.000000 Penalty: 5642.942383
	Iteration 31Q: 3 clusters Score -1.189358e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11893694.000000 Penalty: 5642.942383
	Iteration 32Q: 3 clusters Score -1.189369e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11893779.000000 Penalty: 5642.942383
	Iteration 33Q: 3 clusters Score -1.189378e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11893861.000000 Penalty: 5642.942383
	Iteration 34Q: 3 clusters Score -1.189386e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11893904.000000 Penalty: 5642.942383
	Iteration 35Q: 3 clusters Score -1.18939e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -11893996.000000 Penalty: 5642.942383
	Iteration 36Q: 3 clusters Score -1.1894e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11894042.000000 Penalty: 5642.942383
	Iteration 37Q: 3 clusters Score -1.189404e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -11894066.000000 Penalty: 5642.942383
	Iteration 38Q: 3 clusters Score -1.189407e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11894136.000000 Penalty: 5642.942383
	Iteration 39Q: 3 clusters Score -1.189414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11894164.000000 Penalty: 5642.942383
	Iteration 40F: 3 clusters Score -1.189416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11894204.000000 Penalty: 5642.942383
	Iteration 41Q: 3 clusters Score -1.18942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11894215.000000 Penalty: 5642.942383
	Iteration 42Q: 3 clusters Score -1.189422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11894228.000000 Penalty: 5642.942383
	Iteration 43Q: 3 clusters Score -1.189423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11894237.000000 Penalty: 5642.942383
	Iteration 44Q: 3 clusters Score -1.189424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11894246.000000 Penalty: 5642.942383
	Iteration 45Q: 3 clusters Score -1.189425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11894258.000000 Penalty: 5642.942383
	Iteration 46Q: 3 clusters Score -1.189426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11894262.000000 Penalty: 5642.942383
	Iteration 47Q: 3 clusters Score -1.189426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11894278.000000 Penalty: 5642.942383
	Iteration 48Q: 3 clusters Score -1.189428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11894283.000000 Penalty: 5642.942383
	Iteration 49Q: 3 clusters Score -1.189428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11894286.000000 Penalty: 5642.942383
	Iteration 50Q: 3 clusters Score -1.189429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11894297.000000 Penalty: 5642.942383
	Iteration 51Q: 3 clusters Score -1.18943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11894301.000000 Penalty: 5642.942383
	Iteration 52Q: 3 clusters Score -1.18943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11894311.000000 Penalty: 5642.942383
	Iteration 53Q: 3 clusters Score -1.189431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11894311.000000 Penalty: 5642.942383
	Iteration 54Q: 3 clusters Score -1.189431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11894319.000000 Penalty: 5642.942383
	Iteration 55Q: 3 clusters Score -1.189432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11894322.000000 Penalty: 5642.942383
	Iteration 56Q: 3 clusters Score -1.189432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11894325.000000 Penalty: 5642.942383
	Iteration 57Q: 3 clusters Score -1.189432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11894335.000000 Penalty: 5642.942383
	Iteration 58Q: 3 clusters Score -1.189434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11894333.000000 Penalty: 5642.942383
	Iteration 59Q: 3 clusters Score -1.189433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11894338.000000 Penalty: 5642.942383
	Iteration 60F: 3 clusters Score -1.189434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11894345.000000 Penalty: 5642.942383
	Iteration 61Q: 3 clusters Score -1.189434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11894356.000000 Penalty: 5642.942383
	Iteration 62Q: 3 clusters Score -1.189436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11894341.000000 Penalty: 5642.942383
	Iteration 63Q: 3 clusters Score -1.189434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11894358.000000 Penalty: 5642.942383
	Iteration 64Q: 3 clusters Score -1.189436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11894354.000000 Penalty: 5642.942383
	Iteration 65Q: 3 clusters Score -1.189435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11894356.000000 Penalty: 5642.942383
	Iteration 66Q: 3 clusters Score -1.189436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11894347.000000 Penalty: 5642.942383
	Iteration 67Q: 3 clusters Score -1.189435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11894356.000000 Penalty: 5642.942383
	Iteration 68Q: 3 clusters Score -1.189436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11894350.000000 Penalty: 5642.942383
	Iteration 69Q: 3 clusters Score -1.189435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11894359.000000 Penalty: 5642.942383
	Iteration 70Q: 3 clusters Score -1.189436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11894364.000000 Penalty: 5642.942383
	Iteration 71Q: 3 clusters Score -1.189436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11894362.000000 Penalty: 5642.942383
	Iteration 72Q: 3 clusters Score -1.189436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11894360.000000 Penalty: 5642.942383
	Iteration 73Q: 3 clusters Score -1.189436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11894360.000000 Penalty: 5642.942383
	Iteration 74Q: 3 clusters Score -1.189436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11894362.000000 Penalty: 5642.942383
	Iteration 75Q: 3 clusters Score -1.189436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11894365.000000 Penalty: 5642.942383
	Iteration 76Q: 3 clusters Score -1.189436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11894369.000000 Penalty: 5642.942383
	Iteration 77Q: 3 clusters Score -1.189437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11894369.000000 Penalty: 5642.942383
	Iteration 78F: 3 clusters Score -1.189437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -77166.937500 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -77166.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75670.531250 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -75670.53 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76364.304688 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -76364.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76733.085938 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -76733.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76937.750000 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -76937.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77039.265625 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -77039.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77115.187500 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -77115.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77175.882812 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -77175.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77193.179688 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -77193.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77212.554688 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -77212.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77222.015625 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -77222.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -77248.054688 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -77248.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77284.656250 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -77284.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77313.781250 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -77313.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77331.640625 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -77331.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77351.796875 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -77351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77378.335938 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -77378.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77422.304688 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -77422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77452.414062 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -77452.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77494.476562 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -77494.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77516.945312 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -77516.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77524.710938 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -77524.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77540.523438 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -77540.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77559.539062 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -77559.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77597.835938 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -77597.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77679.000000 Penalty: 3234.228271
	Iteration 24Q: 3 clusters Score -77679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77788.000000 Penalty: 3234.228271
	Iteration 25Q: 3 clusters Score -77788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77878.515625 Penalty: 3234.228271
	Iteration 26Q: 3 clusters Score -77878.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77898.601562 Penalty: 3234.228271
	Iteration 27Q: 3 clusters Score -77898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77898.601562 Penalty: 3234.228271
	Iteration 28F: 3 clusters Score -77898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Entering Unmasked Estep 
Score: -134077896.000000 Penalty: 75433.601562
Splitting cluster 12 changes total score from -134077776.000000 to -134077896.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -868932.500000 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -868932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -863460.062500 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -863460.1 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -864911.625000 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -864911.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -865133.000000 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -865133 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -865268.500000 Penalty: 4353.896973
	Iteration 3Q: 3 clusters Score -865268.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -865384.750000 Penalty: 4353.896973
	Iteration 4Q: 3 clusters Score -865384.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -865506.875000 Penalty: 4353.896973
	Iteration 5Q: 3 clusters Score -865506.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -865632.375000 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -865632.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -865744.250000 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -865744.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -865828.000000 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -865828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -865904.312500 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -865904.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -865989.750000 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -865989.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -866060.875000 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -866060.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -866125.000000 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -866125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -866180.437500 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -866180.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -866230.062500 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -866230.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -866280.062500 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -866280.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -866347.875000 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -866347.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -866415.750000 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -866415.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -866480.625000 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -866480.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -866542.375000 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -866542.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -866601.875000 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -866601.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -866660.750000 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -866660.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -866727.750000 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -866727.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -866793.062500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -866793.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -866855.312500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -866855.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -866912.937500 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -866912.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -866963.812500 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -866963.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -867003.875000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -867003.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -867042.250000 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -867042.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -867072.937500 Penalty: 4353.896973
	Iteration 29Q: 3 clusters Score -867072.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -867104.187500 Penalty: 4353.896973
	Iteration 30Q: 3 clusters Score -867104.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -867129.000000 Penalty: 4353.896973
	Iteration 31Q: 3 clusters Score -867129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -867149.437500 Penalty: 4353.896973
	Iteration 32Q: 3 clusters Score -867149.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -867168.062500 Penalty: 4353.896973
	Iteration 33Q: 3 clusters Score -867168.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -867188.125000 Penalty: 4353.896973
	Iteration 34Q: 3 clusters Score -867188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -867198.375000 Penalty: 4353.896973
	Iteration 35Q: 3 clusters Score -867198.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -867212.125000 Penalty: 4353.896973
	Iteration 36Q: 3 clusters Score -867212.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -867227.750000 Penalty: 4353.896973
	Iteration 37Q: 3 clusters Score -867227.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -867240.500000 Penalty: 4353.896973
	Iteration 38Q: 3 clusters Score -867240.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -867252.812500 Penalty: 4353.896973
	Iteration 39Q: 3 clusters Score -867252.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -867260.875000 Penalty: 4353.896973
	Iteration 40F: 3 clusters Score -867260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -867270.062500 Penalty: 4353.896973
	Iteration 41Q: 3 clusters Score -867270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -867275.000000 Penalty: 4353.896973
	Iteration 42Q: 3 clusters Score -867275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -867281.500000 Penalty: 4353.896973
	Iteration 43Q: 3 clusters Score -867281.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -867289.500000 Penalty: 4353.896973
	Iteration 44Q: 3 clusters Score -867289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -867298.437500 Penalty: 4353.896973
	Iteration 45Q: 3 clusters Score -867298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -867302.562500 Penalty: 4353.896973
	Iteration 46Q: 3 clusters Score -867302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -867306.437500 Penalty: 4353.896973
	Iteration 47Q: 3 clusters Score -867306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -867307.000000 Penalty: 4353.896973
	Iteration 48Q: 3 clusters Score -867307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -867307.000000 Penalty: 4353.896973
	Iteration 49F: 3 clusters Score -867307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Entering Unmasked Estep 
Score: -837813.875000 Penalty: 2166.569580
	Iteration 0F: 2 clusters Score -837813.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -832501.250000 Penalty: 4333.139160
	Iteration 0F: 3 clusters Score -832501.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -833803.375000 Penalty: 4333.139160
	Iteration 1F: 3 clusters Score -833803.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -834027.437500 Penalty: 4333.139160
	Iteration 2F: 3 clusters Score -834027.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -834157.250000 Penalty: 4333.139160
	Iteration 3Q: 3 clusters Score -834157.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -834254.375000 Penalty: 4333.139160
	Iteration 4Q: 3 clusters Score -834254.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -834318.750000 Penalty: 4333.139160
	Iteration 5Q: 3 clusters Score -834318.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -834368.500000 Penalty: 4333.139160
	Iteration 6Q: 3 clusters Score -834368.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -834406.062500 Penalty: 4333.139160
	Iteration 7Q: 3 clusters Score -834406.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -834438.687500 Penalty: 4333.139160
	Iteration 8Q: 3 clusters Score -834438.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -834470.500000 Penalty: 4333.139160
	Iteration 9Q: 3 clusters Score -834470.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -834498.875000 Penalty: 4333.139160
	Iteration 10Q: 3 clusters Score -834498.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -834524.625000 Penalty: 4333.139160
	Iteration 11Q: 3 clusters Score -834524.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -834552.250000 Penalty: 4333.139160
	Iteration 12Q: 3 clusters Score -834552.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -834587.750000 Penalty: 4333.139160
	Iteration 13Q: 3 clusters Score -834587.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -834639.187500 Penalty: 4333.139160
	Iteration 14Q: 3 clusters Score -834639.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -834705.125000 Penalty: 4333.139160
	Iteration 15Q: 3 clusters Score -834705.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -834801.062500 Penalty: 4333.139160
	Iteration 16Q: 3 clusters Score -834801.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -834922.125000 Penalty: 4333.139160
	Iteration 17Q: 3 clusters Score -834922.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -835104.062500 Penalty: 4333.139160
	Iteration 18Q: 3 clusters Score -835104.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -835309.250000 Penalty: 4333.139160
	Iteration 19Q: 3 clusters Score -835309.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -835504.187500 Penalty: 4333.139160
	Iteration 20F: 3 clusters Score -835504.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -835678.125000 Penalty: 4333.139160
	Iteration 21Q: 3 clusters Score -835678.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -835817.750000 Penalty: 4333.139160
	Iteration 22Q: 3 clusters Score -835817.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -835923.562500 Penalty: 4333.139160
	Iteration 23Q: 3 clusters Score -835923.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -836005.437500 Penalty: 4333.139160
	Iteration 24Q: 3 clusters Score -836005.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -836057.812500 Penalty: 4333.139160
	Iteration 25Q: 3 clusters Score -836057.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -836090.562500 Penalty: 4333.139160
	Iteration 26Q: 3 clusters Score -836090.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -836115.187500 Penalty: 4333.139160
	Iteration 27Q: 3 clusters Score -836115.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -836141.000000 Penalty: 4333.139160
	Iteration 28Q: 3 clusters Score -836141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -836160.875000 Penalty: 4333.139160
	Iteration 29Q: 3 clusters Score -836160.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -836179.375000 Penalty: 4333.139160
	Iteration 30Q: 3 clusters Score -836179.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -836193.687500 Penalty: 4333.139160
	Iteration 31Q: 3 clusters Score -836193.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -836208.250000 Penalty: 4333.139160
	Iteration 32Q: 3 clusters Score -836208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -836221.187500 Penalty: 4333.139160
	Iteration 33Q: 3 clusters Score -836221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -836228.562500 Penalty: 4333.139160
	Iteration 34Q: 3 clusters Score -836228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -836231.250000 Penalty: 4333.139160
	Iteration 35Q: 3 clusters Score -836231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -836235.312500 Penalty: 4333.139160
	Iteration 36Q: 3 clusters Score -836235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -836237.500000 Penalty: 4333.139160
	Iteration 37Q: 3 clusters Score -836237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -836241.187500 Penalty: 4333.139160
	Iteration 38Q: 3 clusters Score -836241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -836243.250000 Penalty: 4333.139160
	Iteration 39Q: 3 clusters Score -836243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -836247.875000 Penalty: 4333.139160
	Iteration 40F: 3 clusters Score -836247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -836250.500000 Penalty: 4333.139160
	Iteration 41Q: 3 clusters Score -836250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -836252.375000 Penalty: 4333.139160
	Iteration 42Q: 3 clusters Score -836252.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -836256.375000 Penalty: 4333.139160
	Iteration 43Q: 3 clusters Score -836256.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -836263.625000 Penalty: 4333.139160
	Iteration 44Q: 3 clusters Score -836263.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -836274.187500 Penalty: 4333.139160
	Iteration 45Q: 3 clusters Score -836274.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -836288.125000 Penalty: 4333.139160
	Iteration 46Q: 3 clusters Score -836288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -836295.375000 Penalty: 4333.139160
	Iteration 47Q: 3 clusters Score -836295.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -836299.375000 Penalty: 4333.139160
	Iteration 48Q: 3 clusters Score -836299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -836307.375000 Penalty: 4333.139160
	Iteration 49Q: 3 clusters Score -836307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -836310.937500 Penalty: 4333.139160
	Iteration 50Q: 3 clusters Score -836310.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -836320.937500 Penalty: 4333.139160
	Iteration 51Q: 3 clusters Score -836320.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -836339.312500 Penalty: 4333.139160
	Iteration 52Q: 3 clusters Score -836339.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -836355.750000 Penalty: 4333.139160
	Iteration 53Q: 3 clusters Score -836355.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -836374.750000 Penalty: 4333.139160
	Iteration 54Q: 3 clusters Score -836374.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -836399.187500 Penalty: 4333.139160
	Iteration 55Q: 3 clusters Score -836399.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -836422.250000 Penalty: 4333.139160
	Iteration 56Q: 3 clusters Score -836422.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -836446.500000 Penalty: 4333.139160
	Iteration 57Q: 3 clusters Score -836446.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -836467.125000 Penalty: 4333.139160
	Iteration 58Q: 3 clusters Score -836467.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -836487.187500 Penalty: 4333.139160
	Iteration 59Q: 3 clusters Score -836487.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -836511.687500 Penalty: 4333.139160
	Iteration 60F: 3 clusters Score -836511.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -836542.875000 Penalty: 4333.139160
	Iteration 61Q: 3 clusters Score -836542.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -836566.812500 Penalty: 4333.139160
	Iteration 62Q: 3 clusters Score -836566.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -836590.250000 Penalty: 4333.139160
	Iteration 63Q: 3 clusters Score -836590.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -836620.812500 Penalty: 4333.139160
	Iteration 64Q: 3 clusters Score -836620.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -836664.937500 Penalty: 4333.139160
	Iteration 65Q: 3 clusters Score -836664.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -836716.250000 Penalty: 4333.139160
	Iteration 66Q: 3 clusters Score -836716.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -836762.812500 Penalty: 4333.139160
	Iteration 67Q: 3 clusters Score -836762.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -836802.562500 Penalty: 4333.139160
	Iteration 68Q: 3 clusters Score -836802.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -836842.187500 Penalty: 4333.139160
	Iteration 69Q: 3 clusters Score -836842.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -836883.250000 Penalty: 4333.139160
	Iteration 70Q: 3 clusters Score -836883.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -836925.187500 Penalty: 4333.139160
	Iteration 71Q: 3 clusters Score -836925.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -836955.625000 Penalty: 4333.139160
	Iteration 72Q: 3 clusters Score -836955.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -836977.437500 Penalty: 4333.139160
	Iteration 73Q: 3 clusters Score -836977.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -836999.187500 Penalty: 4333.139160
	Iteration 74Q: 3 clusters Score -836999.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -837012.750000 Penalty: 4333.139160
	Iteration 75Q: 3 clusters Score -837012.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -837029.687500 Penalty: 4333.139160
	Iteration 76Q: 3 clusters Score -837029.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -837048.250000 Penalty: 4333.139160
	Iteration 77Q: 3 clusters Score -837048.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -837063.750000 Penalty: 4333.139160
	Iteration 78Q: 3 clusters Score -837063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -837078.062500 Penalty: 4333.139160
	Iteration 79Q: 3 clusters Score -837078.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -837092.750000 Penalty: 4333.139160
	Iteration 80F: 3 clusters Score -837092.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -837107.500000 Penalty: 4333.139160
	Iteration 81Q: 3 clusters Score -837107.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -837118.937500 Penalty: 4333.139160
	Iteration 82Q: 3 clusters Score -837118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -837124.625000 Penalty: 4333.139160
	Iteration 83Q: 3 clusters Score -837124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -837130.062500 Penalty: 4333.139160
	Iteration 84Q: 3 clusters Score -837130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -837129.812500 Penalty: 4333.139160
	Iteration 85Q: 3 clusters Score -837129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -837133.625000 Penalty: 4333.139160
	Iteration 86Q: 3 clusters Score -837133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -837134.000000 Penalty: 4333.139160
	Iteration 87Q: 3 clusters Score -837134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -837133.625000 Penalty: 4333.139160
	Iteration 88Q: 3 clusters Score -837133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -837134.750000 Penalty: 4333.139160
	Iteration 89Q: 3 clusters Score -837134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -837137.375000 Penalty: 4333.139160
	Iteration 90Q: 3 clusters Score -837137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -837137.625000 Penalty: 4333.139160
	Iteration 91Q: 3 clusters Score -837137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -837137.562500 Penalty: 4333.139160
	Iteration 92Q: 3 clusters Score -837137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -837137.562500 Penalty: 4333.139160
	Iteration 93Q: 3 clusters Score -837137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -837138.312500 Penalty: 4333.139160
	Iteration 94Q: 3 clusters Score -837138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -837140.437500 Penalty: 4333.139160
	Iteration 95Q: 3 clusters Score -837140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -837141.562500 Penalty: 4333.139160
	Iteration 96Q: 3 clusters Score -837141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -837141.000000 Penalty: 4333.139160
	Iteration 97Q: 3 clusters Score -837141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -837140.687500 Penalty: 4333.139160
	Iteration 98Q: 3 clusters Score -837140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -837140.687500 Penalty: 4333.139160
	Iteration 99F: 3 clusters Score -837140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (76131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 2787.572266
	Iteration 0F: 2 clusters Score -1.016583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -10114790.000000 Penalty: 5575.144531
	Iteration 0F: 3 clusters Score -1.011479e+07 nChanged 35846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -10134845.000000 Penalty: 5575.144531
	Iteration 1F: 3 clusters Score -1.013484e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -10135624.000000 Penalty: 5575.144531
	Iteration 2Q: 3 clusters Score -1.013562e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -10136381.000000 Penalty: 5575.144531
	Iteration 3Q: 3 clusters Score -1.013638e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -10137203.000000 Penalty: 5575.144531
	Iteration 4Q: 3 clusters Score -1.01372e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -10138192.000000 Penalty: 5575.144531
	Iteration 5Q: 3 clusters Score -1.013819e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -10139140.000000 Penalty: 5575.144531
	Iteration 6Q: 3 clusters Score -1.013914e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -10140379.000000 Penalty: 5575.144531
	Iteration 7Q: 3 clusters Score -1.014038e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -10141944.000000 Penalty: 5575.144531
	Iteration 8Q: 3 clusters Score -1.014194e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -10143463.000000 Penalty: 5575.144531
	Iteration 9Q: 3 clusters Score -1.014346e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -10144782.000000 Penalty: 5575.144531
	Iteration 10Q: 3 clusters Score -1.014478e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -10145949.000000 Penalty: 5575.144531
	Iteration 11Q: 3 clusters Score -1.014595e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -10146898.000000 Penalty: 5575.144531
	Iteration 12Q: 3 clusters Score -1.01469e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -10147942.000000 Penalty: 5575.144531
	Iteration 13Q: 3 clusters Score -1.014794e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10148968.000000 Penalty: 5575.144531
	Iteration 14Q: 3 clusters Score -1.014897e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -10150183.000000 Penalty: 5575.144531
	Iteration 15Q: 3 clusters Score -1.015018e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -10151621.000000 Penalty: 5575.144531
	Iteration 16Q: 3 clusters Score -1.015162e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -10153228.000000 Penalty: 5575.144531
	Iteration 17Q: 3 clusters Score -1.015323e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -10155079.000000 Penalty: 5575.144531
	Iteration 18Q: 3 clusters Score -1.015508e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -10156855.000000 Penalty: 5575.144531
	Iteration 19Q: 3 clusters Score -1.015686e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -10158541.000000 Penalty: 5575.144531
	Iteration 20F: 3 clusters Score -1.015854e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -10159941.000000 Penalty: 5575.144531
	Iteration 21Q: 3 clusters Score -1.015994e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -10160977.000000 Penalty: 5575.144531
	Iteration 22Q: 3 clusters Score -1.016098e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -10161808.000000 Penalty: 5575.144531
	Iteration 23Q: 3 clusters Score -1.016181e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -10162339.000000 Penalty: 5575.144531
	Iteration 24Q: 3 clusters Score -1.016234e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -10162722.000000 Penalty: 5575.144531
	Iteration 25Q: 3 clusters Score -1.016272e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -10162907.000000 Penalty: 5575.144531
	Iteration 26Q: 3 clusters Score -1.016291e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -10163041.000000 Penalty: 5575.144531
	Iteration 27Q: 3 clusters Score -1.016304e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -10163183.000000 Penalty: 5575.144531
	Iteration 28Q: 3 clusters Score -1.016318e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -10163280.000000 Penalty: 5575.144531
	Iteration 29Q: 3 clusters Score -1.016328e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -10163359.000000 Penalty: 5575.144531
	Iteration 30Q: 3 clusters Score -1.016336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -10163406.000000 Penalty: 5575.144531
	Iteration 31Q: 3 clusters Score -1.016341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -10163429.000000 Penalty: 5575.144531
	Iteration 32Q: 3 clusters Score -1.016343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -10163448.000000 Penalty: 5575.144531
	Iteration 33Q: 3 clusters Score -1.016345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -10163485.000000 Penalty: 5575.144531
	Iteration 34Q: 3 clusters Score -1.016348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -10163495.000000 Penalty: 5575.144531
	Iteration 35Q: 3 clusters Score -1.01635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -10163517.000000 Penalty: 5575.144531
	Iteration 36Q: 3 clusters Score -1.016352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -10163545.000000 Penalty: 5575.144531
	Iteration 37Q: 3 clusters Score -1.016354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -10163558.000000 Penalty: 5575.144531
	Iteration 38Q: 3 clusters Score -1.016356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -10163565.000000 Penalty: 5575.144531
	Iteration 39Q: 3 clusters Score -1.016356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -10163558.000000 Penalty: 5575.144531
	Iteration 40F: 3 clusters Score -1.016356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10163574.000000 Penalty: 5575.144531
	Iteration 41Q: 3 clusters Score -1.016357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -10163582.000000 Penalty: 5575.144531
	Iteration 42Q: 3 clusters Score -1.016358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -10163585.000000 Penalty: 5575.144531
	Iteration 43Q: 3 clusters Score -1.016358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -10163593.000000 Penalty: 5575.144531
	Iteration 44Q: 3 clusters Score -1.016359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -10163589.000000 Penalty: 5575.144531
	Iteration 45Q: 3 clusters Score -1.016359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -10163595.000000 Penalty: 5575.144531
	Iteration 46Q: 3 clusters Score -1.01636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -10163598.000000 Penalty: 5575.144531
	Iteration 47Q: 3 clusters Score -1.01636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -10163605.000000 Penalty: 5575.144531
	Iteration 48Q: 3 clusters Score -1.01636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -10163597.000000 Penalty: 5575.144531
	Iteration 49Q: 3 clusters Score -1.01636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -10163596.000000 Penalty: 5575.144531
	Iteration 50Q: 3 clusters Score -1.01636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -10163619.000000 Penalty: 5575.144531
	Iteration 51Q: 3 clusters Score -1.016362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -10163626.000000 Penalty: 5575.144531
	Iteration 52Q: 3 clusters Score -1.016363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10163626.000000 Penalty: 5575.144531
	Iteration 53Q: 3 clusters Score -1.016363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -10163631.000000 Penalty: 5575.144531
	Iteration 54Q: 3 clusters Score -1.016363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -10163636.000000 Penalty: 5575.144531
	Iteration 55Q: 3 clusters Score -1.016364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -10163630.000000 Penalty: 5575.144531
	Iteration 56Q: 3 clusters Score -1.016363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -10163630.000000 Penalty: 5575.144531
	Iteration 57Q: 3 clusters Score -1.016363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -10163631.000000 Penalty: 5575.144531
	Iteration 58Q: 3 clusters Score -1.016363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -10163643.000000 Penalty: 5575.144531
	Iteration 59Q: 3 clusters Score -1.016364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -10163649.000000 Penalty: 5575.144531
	Iteration 60F: 3 clusters Score -1.016365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -10163650.000000 Penalty: 5575.144531
	Iteration 61Q: 3 clusters Score -1.016365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -10163650.000000 Penalty: 5575.144531
	Iteration 62F: 3 clusters Score -1.016365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Entering Unmasked Estep 
Score: -27095004.000000 Penalty: 3024.450684
	Iteration 0F: 2 clusters Score -2.7095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -26970512.000000 Penalty: 6048.901367
	Iteration 0F: 3 clusters Score -2.697051e+07 nChanged 95124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -27025570.000000 Penalty: 6048.901367
	Iteration 1F: 3 clusters Score -2.702557e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -27026506.000000 Penalty: 6048.901367
	Iteration 2Q: 3 clusters Score -2.702651e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -27027490.000000 Penalty: 6048.901367
	Iteration 3Q: 3 clusters Score -2.702749e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -27028242.000000 Penalty: 6048.901367
	Iteration 4Q: 3 clusters Score -2.702824e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -27028890.000000 Penalty: 6048.901367
	Iteration 5Q: 3 clusters Score -2.702889e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -27029624.000000 Penalty: 6048.901367
	Iteration 6Q: 3 clusters Score -2.702962e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -27030690.000000 Penalty: 6048.901367
	Iteration 7Q: 3 clusters Score -2.703069e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -27031932.000000 Penalty: 6048.901367
	Iteration 8Q: 3 clusters Score -2.703193e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -27033484.000000 Penalty: 6048.901367
	Iteration 9Q: 3 clusters Score -2.703348e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -27035560.000000 Penalty: 6048.901367
	Iteration 10Q: 3 clusters Score -2.703556e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -27038618.000000 Penalty: 6048.901367
	Iteration 11Q: 3 clusters Score -2.703862e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -27043144.000000 Penalty: 6048.901367
	Iteration 12Q: 3 clusters Score -2.704314e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -27050220.000000 Penalty: 6048.901367
	Iteration 13F: 3 clusters Score -2.705022e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -27058406.000000 Penalty: 6048.901367
	Iteration 14F: 3 clusters Score -2.705841e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -27064114.000000 Penalty: 6048.901367
	Iteration 15F: 3 clusters Score -2.706411e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -27066508.000000 Penalty: 6048.901367
	Iteration 16Q: 3 clusters Score -2.706651e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -27067348.000000 Penalty: 6048.901367
	Iteration 17Q: 3 clusters Score -2.706735e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -27067898.000000 Penalty: 6048.901367
	Iteration 18Q: 3 clusters Score -2.70679e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -27068276.000000 Penalty: 6048.901367
	Iteration 19Q: 3 clusters Score -2.706828e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -27068548.000000 Penalty: 6048.901367
	Iteration 20F: 3 clusters Score -2.706855e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -27069034.000000 Penalty: 6048.901367
	Iteration 21Q: 3 clusters Score -2.706903e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -27069582.000000 Penalty: 6048.901367
	Iteration 22Q: 3 clusters Score -2.706958e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -27070210.000000 Penalty: 6048.901367
	Iteration 23Q: 3 clusters Score -2.707021e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -27070922.000000 Penalty: 6048.901367
	Iteration 24Q: 3 clusters Score -2.707092e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -27071620.000000 Penalty: 6048.901367
	Iteration 25Q: 3 clusters Score -2.707162e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 141479 members 
Entering Unmasked Estep 
Score: -27072580.000000 Penalty: 6048.901367
	Iteration 26Q: 3 clusters Score -2.707258e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -27073506.000000 Penalty: 6048.901367
	Iteration 27Q: 3 clusters Score -2.707351e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 148865 members 
Entering Unmasked Estep 
Score: -27074768.000000 Penalty: 6048.901367
	Iteration 28Q: 3 clusters Score -2.707477e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -27076076.000000 Penalty: 6048.901367
	Iteration 29Q: 3 clusters Score -2.707608e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 157180 members 
Entering Unmasked Estep 
Score: -27077636.000000 Penalty: 6048.901367
	Iteration 30Q: 3 clusters Score -2.707764e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -27079210.000000 Penalty: 6048.901367
	Iteration 31Q: 3 clusters Score -2.707921e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -27080548.000000 Penalty: 6048.901367
	Iteration 32Q: 3 clusters Score -2.708055e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 171069 members 
Entering Unmasked Estep 
Score: -27082362.000000 Penalty: 6048.901367
	Iteration 33Q: 3 clusters Score -2.708236e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -27084078.000000 Penalty: 6048.901367
	Iteration 34Q: 3 clusters Score -2.708408e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -27085666.000000 Penalty: 6048.901367
	Iteration 35Q: 3 clusters Score -2.708567e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -27087414.000000 Penalty: 6048.901367
	Iteration 36Q: 3 clusters Score -2.708741e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 188282 members 
Entering Unmasked Estep 
Score: -27088730.000000 Penalty: 6048.901367
	Iteration 37Q: 3 clusters Score -2.708873e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -27089728.000000 Penalty: 6048.901367
	Iteration 38Q: 3 clusters Score -2.708973e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 193164 members 
Entering Unmasked Estep 
Score: -27090254.000000 Penalty: 6048.901367
	Iteration 39Q: 3 clusters Score -2.709025e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 194499 members 
Entering Unmasked Estep 
Score: -27091088.000000 Penalty: 6048.901367
	Iteration 40F: 3 clusters Score -2.709109e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -27091858.000000 Penalty: 6048.901367
	Iteration 41Q: 3 clusters Score -2.709186e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 196784 members 
Entering Unmasked Estep 
Score: -27092122.000000 Penalty: 6048.901367
	Iteration 42Q: 3 clusters Score -2.709212e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -27092308.000000 Penalty: 6048.901367
	Iteration 43Q: 3 clusters Score -2.709231e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -27092366.000000 Penalty: 6048.901367
	Iteration 44Q: 3 clusters Score -2.709237e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -27092408.000000 Penalty: 6048.901367
	Iteration 45Q: 3 clusters Score -2.709241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 197435 members 
Entering Unmasked Estep 
Score: -27092466.000000 Penalty: 6048.901367
	Iteration 46Q: 3 clusters Score -2.709247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 197467 members 
Entering Unmasked Estep 
Score: -27092488.000000 Penalty: 6048.901367
	Iteration 47Q: 3 clusters Score -2.709249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -27092498.000000 Penalty: 6048.901367
	Iteration 48Q: 3 clusters Score -2.70925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197491 members 
Entering Unmasked Estep 
Score: -27092534.000000 Penalty: 6048.901367
	Iteration 49Q: 3 clusters Score -2.709253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 197500 members 
Entering Unmasked Estep 
Score: -27092528.000000 Penalty: 6048.901367
	Iteration 50Q: 3 clusters Score -2.709253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -27092526.000000 Penalty: 6048.901367
	Iteration 51Q: 3 clusters Score -2.709253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197505 members 
Entering Unmasked Estep 
Score: -27092540.000000 Penalty: 6048.901367
	Iteration 52Q: 3 clusters Score -2.709254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 197507 members 
Entering Unmasked Estep 
Score: -27092542.000000 Penalty: 6048.901367
	Iteration 53Q: 3 clusters Score -2.709254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 197508 members 
Entering Unmasked Estep 
Score: -27092550.000000 Penalty: 6048.901367
	Iteration 54Q: 3 clusters Score -2.709255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -27092534.000000 Penalty: 6048.901367
	Iteration 55Q: 3 clusters Score -2.709253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -27092536.000000 Penalty: 6048.901367
	Iteration 56Q: 3 clusters Score -2.709254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -27092536.000000 Penalty: 6048.901367
	Iteration 57F: 3 clusters Score -2.709254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Entering Unmasked Estep 
Score: -4446663.500000 Penalty: 2574.116943
	Iteration 0F: 2 clusters Score -4446664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4424645.000000 Penalty: 5148.233887
	Iteration 0F: 3 clusters Score -4424645 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4432598.000000 Penalty: 5148.233887
	Iteration 1F: 3 clusters Score -4432598 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4433170.500000 Penalty: 5148.233887
	Iteration 2Q: 3 clusters Score -4433170 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4433739.500000 Penalty: 5148.233887
	Iteration 3Q: 3 clusters Score -4433740 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4434290.000000 Penalty: 5148.233887
	Iteration 4Q: 3 clusters Score -4434290 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4434899.000000 Penalty: 5148.233887
	Iteration 5Q: 3 clusters Score -4434899 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4435678.500000 Penalty: 5148.233887
	Iteration 6Q: 3 clusters Score -4435678 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4436646.500000 Penalty: 5148.233887
	Iteration 7Q: 3 clusters Score -4436646 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4437871.000000 Penalty: 5148.233887
	Iteration 8F: 3 clusters Score -4437871 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4439288.000000 Penalty: 5148.233887
	Iteration 9F: 3 clusters Score -4439288 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4440893.500000 Penalty: 5148.233887
	Iteration 10F: 3 clusters Score -4440894 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4442339.000000 Penalty: 5148.233887
	Iteration 11Q: 3 clusters Score -4442339 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4443101.500000 Penalty: 5148.233887
	Iteration 12Q: 3 clusters Score -4443102 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4443432.000000 Penalty: 5148.233887
	Iteration 13Q: 3 clusters Score -4443432 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4443576.500000 Penalty: 5148.233887
	Iteration 14Q: 3 clusters Score -4443576 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4443677.000000 Penalty: 5148.233887
	Iteration 15Q: 3 clusters Score -4443677 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4443717.500000 Penalty: 5148.233887
	Iteration 16Q: 3 clusters Score -4443718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4443757.500000 Penalty: 5148.233887
	Iteration 17Q: 3 clusters Score -4443758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4443789.500000 Penalty: 5148.233887
	Iteration 18Q: 3 clusters Score -4443790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4443818.000000 Penalty: 5148.233887
	Iteration 19Q: 3 clusters Score -4443818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4443827.000000 Penalty: 5148.233887
	Iteration 20F: 3 clusters Score -4443827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4443844.500000 Penalty: 5148.233887
	Iteration 21Q: 3 clusters Score -4443844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4443878.000000 Penalty: 5148.233887
	Iteration 22Q: 3 clusters Score -4443878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4443899.500000 Penalty: 5148.233887
	Iteration 23Q: 3 clusters Score -4443900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4443916.000000 Penalty: 5148.233887
	Iteration 24Q: 3 clusters Score -4443916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4443948.500000 Penalty: 5148.233887
	Iteration 25Q: 3 clusters Score -4443948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4443958.500000 Penalty: 5148.233887
	Iteration 26Q: 3 clusters Score -4443958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4443964.500000 Penalty: 5148.233887
	Iteration 27Q: 3 clusters Score -4443964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4443996.500000 Penalty: 5148.233887
	Iteration 28Q: 3 clusters Score -4443996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4444008.000000 Penalty: 5148.233887
	Iteration 29Q: 3 clusters Score -4444008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4444018.000000 Penalty: 5148.233887
	Iteration 30Q: 3 clusters Score -4444018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4444019.000000 Penalty: 5148.233887
	Iteration 31Q: 3 clusters Score -4444019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4444038.000000 Penalty: 5148.233887
	Iteration 32Q: 3 clusters Score -4444038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4444037.000000 Penalty: 5148.233887
	Iteration 33Q: 3 clusters Score -4444037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4444041.000000 Penalty: 5148.233887
	Iteration 34Q: 3 clusters Score -4444041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4444048.500000 Penalty: 5148.233887
	Iteration 35Q: 3 clusters Score -4444048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4444049.000000 Penalty: 5148.233887
	Iteration 36Q: 3 clusters Score -4444049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4444053.500000 Penalty: 5148.233887
	Iteration 37Q: 3 clusters Score -4444054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4444062.000000 Penalty: 5148.233887
	Iteration 38Q: 3 clusters Score -4444062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4444052.000000 Penalty: 5148.233887
	Iteration 39Q: 3 clusters Score -4444052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4444058.000000 Penalty: 5148.233887
	Iteration 40F: 3 clusters Score -4444058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4444073.000000 Penalty: 5148.233887
	Iteration 41Q: 3 clusters Score -4444073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4444075.500000 Penalty: 5148.233887
	Iteration 42Q: 3 clusters Score -4444076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4444068.000000 Penalty: 5148.233887
	Iteration 43Q: 3 clusters Score -4444068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4444072.000000 Penalty: 5148.233887
	Iteration 44Q: 3 clusters Score -4444072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4444067.500000 Penalty: 5148.233887
	Iteration 45Q: 3 clusters Score -4444068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4444076.000000 Penalty: 5148.233887
	Iteration 46Q: 3 clusters Score -4444076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4444085.500000 Penalty: 5148.233887
	Iteration 47Q: 3 clusters Score -4444086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4444088.500000 Penalty: 5148.233887
	Iteration 48Q: 3 clusters Score -4444088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4444086.500000 Penalty: 5148.233887
	Iteration 49Q: 3 clusters Score -4444086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4444086.500000 Penalty: 5148.233887
	Iteration 50Q: 3 clusters Score -4444086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4444087.000000 Penalty: 5148.233887
	Iteration 51Q: 3 clusters Score -4444087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4444091.500000 Penalty: 5148.233887
	Iteration 52Q: 3 clusters Score -4444092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4444094.500000 Penalty: 5148.233887
	Iteration 53Q: 3 clusters Score -4444094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4444096.000000 Penalty: 5148.233887
	Iteration 54Q: 3 clusters Score -4444096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4444094.000000 Penalty: 5148.233887
	Iteration 55Q: 3 clusters Score -4444094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4444094.000000 Penalty: 5148.233887
	Iteration 56Q: 3 clusters Score -4444094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4444098.000000 Penalty: 5148.233887
	Iteration 57Q: 3 clusters Score -4444098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4444097.500000 Penalty: 5148.233887
	Iteration 58Q: 3 clusters Score -4444098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4444107.500000 Penalty: 5148.233887
	Iteration 59Q: 3 clusters Score -4444108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4444109.500000 Penalty: 5148.233887
	Iteration 60F: 3 clusters Score -4444110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4444108.000000 Penalty: 5148.233887
	Iteration 61Q: 3 clusters Score -4444108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4444106.000000 Penalty: 5148.233887
	Iteration 62Q: 3 clusters Score -4444106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4444118.000000 Penalty: 5148.233887
	Iteration 63Q: 3 clusters Score -4444118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4444124.500000 Penalty: 5148.233887
	Iteration 64Q: 3 clusters Score -4444124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4444122.500000 Penalty: 5148.233887
	Iteration 65Q: 3 clusters Score -4444122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4444127.500000 Penalty: 5148.233887
	Iteration 66Q: 3 clusters Score -4444128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4444131.000000 Penalty: 5148.233887
	Iteration 67Q: 3 clusters Score -4444131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4444141.500000 Penalty: 5148.233887
	Iteration 68Q: 3 clusters Score -4444142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4444148.000000 Penalty: 5148.233887
	Iteration 69Q: 3 clusters Score -4444148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4444151.500000 Penalty: 5148.233887
	Iteration 70Q: 3 clusters Score -4444152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4444170.000000 Penalty: 5148.233887
	Iteration 71Q: 3 clusters Score -4444170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4444173.500000 Penalty: 5148.233887
	Iteration 72Q: 3 clusters Score -4444174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4444177.000000 Penalty: 5148.233887
	Iteration 73Q: 3 clusters Score -4444177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4444176.500000 Penalty: 5148.233887
	Iteration 74Q: 3 clusters Score -4444176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4444188.500000 Penalty: 5148.233887
	Iteration 75Q: 3 clusters Score -4444188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4444184.000000 Penalty: 5148.233887
	Iteration 76Q: 3 clusters Score -4444184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4444203.000000 Penalty: 5148.233887
	Iteration 77Q: 3 clusters Score -4444203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4444211.500000 Penalty: 5148.233887
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4444217 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4444216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4444226 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4444228 nChanged 30
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Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4444242 nChanged 39
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Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4444254 nChanged 40
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Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4444254 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4444265 nChanged 63
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Mstep: Class 1 contains 28922 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4444278 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29041 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4444294 nChanged 45
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Mstep: Class 1 contains 29084 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29155 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4444324 nChanged 35
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Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4444325 nChanged 39
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Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4444337 nChanged 35
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Mstep: Class 1 contains 29250 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4444358 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29276 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4444364 nChanged 36
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Mstep: Class 1 contains 29310 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4444362 nChanged 34
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Mstep: Class 1 contains 29340 members 
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Mstep: Class 1 contains 29382 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4444398 nChanged 42
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Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4444405 nChanged 37
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Mstep: Class 1 contains 29447 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4444392 nChanged 37
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Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4444404 nChanged 26
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Mstep: Class 1 contains 29494 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4444421 nChanged 20
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Mstep: Class 1 contains 29512 members 
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	Iteration 105Q: 3 clusters Score -4444424 nChanged 21
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Mstep: Class 1 contains 29529 members 
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	Iteration 106Q: 3 clusters Score -4444425 nChanged 22
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Mstep: Class 1 contains 29549 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29568 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4444426 nChanged 18
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Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29600 members 
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Mstep: Class 1 contains 29617 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29627 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29642 members 
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	Iteration 113Q: 3 clusters Score -4444441 nChanged 18
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Mstep: Class 1 contains 29660 members 
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Mstep: Class 1 contains 29676 members 
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Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 2503 members 
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	Iteration 116Q: 3 clusters Score -4444450 nChanged 11
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Mstep: Class 1 contains 29699 members 
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	Iteration 117Q: 3 clusters Score -4444452 nChanged 7
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Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2487 members 
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	Iteration 118Q: 3 clusters Score -4444452 nChanged 2
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Mstep: Class 1 contains 29708 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4444454 nChanged 2
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Mstep: Class 1 contains 29710 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4444454 nChanged 3
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Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4444463 nChanged 4
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	Iteration 122Q: 3 clusters Score -4444463 nChanged 6
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Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4444462 nChanged 8
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Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 2462 members 
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	Iteration 124Q: 3 clusters Score -4444463 nChanged 7
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Mstep: Class 1 contains 29738 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4444468 nChanged 6
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Mstep: Class 1 contains 29742 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4444470 nChanged 9
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Mstep: Class 1 contains 29749 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4444472 nChanged 7
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Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4444471 nChanged 6
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Mstep: Class 1 contains 29756 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4444476 nChanged 9
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Mstep: Class 1 contains 29765 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4444477 nChanged 8
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Mstep: Class 1 contains 29773 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4444480 nChanged 6
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Mstep: Class 1 contains 29779 members 
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	Iteration 132Q: 3 clusters Score -4444478 nChanged 10
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Mstep: Class 1 contains 29789 members 
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	Iteration 133Q: 3 clusters Score -4444480 nChanged 10
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Mstep: Class 1 contains 29799 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4444478 nChanged 5
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Mstep: Class 1 contains 29804 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4444481 nChanged 6
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Mstep: Class 1 contains 29810 members 
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	Iteration 136Q: 3 clusters Score -4444479 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29819 members 
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	Iteration 137Q: 3 clusters Score -4444474 nChanged 10
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Mstep: Class 1 contains 29827 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4444482 nChanged 12
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Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 2356 members 
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	Iteration 139Q: 3 clusters Score -4444479 nChanged 12
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Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4444486 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29859 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4444482 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4444488 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29886 members 
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	Iteration 143Q: 3 clusters Score -4444490 nChanged 14
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Mstep: Class 1 contains 29896 members 
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	Iteration 144Q: 3 clusters Score -4444500 nChanged 11
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	Iteration 145Q: 3 clusters Score -4444502 nChanged 10
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Mstep: Class 1 contains 29917 members 
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	Iteration 146Q: 3 clusters Score -4444506 nChanged 8
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Mstep: Class 1 contains 29925 members 
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Entering Unmasked Estep 
Score: -4444511.500000 Penalty: 5148.233887
	Iteration 147Q: 3 clusters Score -4444512 nChanged 7
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Mstep: Class 1 contains 29932 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4444510 nChanged 6
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4444520 nChanged 8
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	Iteration 150Q: 3 clusters Score -4444521 nChanged 10
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	Iteration 151Q: 3 clusters Score -4444520 nChanged 5
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Entering Unmasked Estep 
Score: -4444518.000000 Penalty: 5148.233887
	Iteration 152Q: 3 clusters Score -4444518 nChanged 11
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4444524 nChanged 12
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	Iteration 154Q: 3 clusters Score -4444523 nChanged 11
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	Iteration 155Q: 3 clusters Score -4444526 nChanged 10
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4444533 nChanged 7
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	Iteration 157Q: 3 clusters Score -4444530 nChanged 4
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	Iteration 158Q: 3 clusters Score -4444531 nChanged 2
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	Iteration 159Q: 3 clusters Score -4444530 nChanged 1
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	Iteration 160F: 3 clusters Score -4444530 nChanged 2
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	Iteration 161Q: 3 clusters Score -4444532 nChanged 1
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	Iteration 162Q: 3 clusters Score -4444532 nChanged 3
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	Iteration 163Q: 3 clusters Score -4444532 nChanged 6
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	Iteration 164Q: 3 clusters Score -4444534 nChanged 5
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	Iteration 165Q: 3 clusters Score -4444536 nChanged 7
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	Iteration 166Q: 3 clusters Score -4444537 nChanged 4
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	Iteration 167Q: 3 clusters Score -4444534 nChanged 2
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	Iteration 168Q: 3 clusters Score -4444534 nChanged 3
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	Iteration 169Q: 3 clusters Score -4444537 nChanged 4
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	Iteration 170Q: 3 clusters Score -4444537 nChanged 5
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	Iteration 171Q: 3 clusters Score -4444536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4444539.500000 Penalty: 5148.233887
	Iteration 172Q: 3 clusters Score -4444540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4444535.500000 Penalty: 5148.233887
	Iteration 173Q: 3 clusters Score -4444536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4444543.500000 Penalty: 5148.233887
	Iteration 174Q: 3 clusters Score -4444544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4444541.000000 Penalty: 5148.233887
	Iteration 175Q: 3 clusters Score -4444541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4444545.500000 Penalty: 5148.233887
	Iteration 176Q: 3 clusters Score -4444546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4444540.500000 Penalty: 5148.233887
	Iteration 177Q: 3 clusters Score -4444540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4444540.000000 Penalty: 5148.233887
	Iteration 178Q: 3 clusters Score -4444540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4444548.000000 Penalty: 5148.233887
	Iteration 179Q: 3 clusters Score -4444548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4444548.000000 Penalty: 5148.233887
	Iteration 180F: 3 clusters Score -4444548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4444547.500000 Penalty: 5148.233887
	Iteration 181Q: 3 clusters Score -4444548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4444541.500000 Penalty: 5148.233887
	Iteration 182Q: 3 clusters Score -4444542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4444544.000000 Penalty: 5148.233887
	Iteration 183Q: 3 clusters Score -4444544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4444550.000000 Penalty: 5148.233887
	Iteration 184Q: 3 clusters Score -4444550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4444547.000000 Penalty: 5148.233887
	Iteration 185Q: 3 clusters Score -4444547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4444547.000000 Penalty: 5148.233887
	Iteration 186F: 3 clusters Score -4444547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -298935.375000 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -298935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296118.343750 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -296118.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297809.312500 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -297809.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -299795.468750 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -299795.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -301946.031250 Penalty: 3878.539551
	Iteration 3F: 3 clusters Score -301946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303114.843750 Penalty: 3878.539551
	Iteration 4F: 3 clusters Score -303114.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -303565.875000 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -303565.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303689.687500 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -303689.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303862.343750 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -303862.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -304418.625000 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -304418.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -305275.750000 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -305275.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305582.968750 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -305583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -305806.281250 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -305806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -305929.062500 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -305929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -305949.968750 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -305950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -305949.968750 Penalty: 3878.539551
	Iteration 14F: 3 clusters Score -305950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Mstep: Class 23 contains 957 members 
Entering Unmasked Estep 
Score: -134083592.000000 Penalty: 78862.398438
Splitting cluster 19 changes total score from -134077776.000000 to -134083592.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (5717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Entering Unmasked Estep 
Score: -719020.562500 Penalty: 2145.497559
	Iteration 0F: 2 clusters Score -719020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -714091.750000 Penalty: 4290.995117
	Iteration 0F: 3 clusters Score -714091.8 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -715358.687500 Penalty: 4290.995117
	Iteration 1F: 3 clusters Score -715358.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -715705.250000 Penalty: 4290.995117
	Iteration 2F: 3 clusters Score -715705.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -715946.437500 Penalty: 4290.995117
	Iteration 3F: 3 clusters Score -715946.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -716133.500000 Penalty: 4290.995117
	Iteration 4Q: 3 clusters Score -716133.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -716320.125000 Penalty: 4290.995117
	Iteration 5Q: 3 clusters Score -716320.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -716522.125000 Penalty: 4290.995117
	Iteration 6Q: 3 clusters Score -716522.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -716793.562500 Penalty: 4290.995117
	Iteration 7Q: 3 clusters Score -716793.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -717073.687500 Penalty: 4290.995117
	Iteration 8F: 3 clusters Score -717073.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -717308.750000 Penalty: 4290.995117
	Iteration 9Q: 3 clusters Score -717308.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -717463.187500 Penalty: 4290.995117
	Iteration 10Q: 3 clusters Score -717463.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -717585.812500 Penalty: 4290.995117
	Iteration 11Q: 3 clusters Score -717585.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -717654.500000 Penalty: 4290.995117
	Iteration 12Q: 3 clusters Score -717654.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -717702.000000 Penalty: 4290.995117
	Iteration 13Q: 3 clusters Score -717702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -717747.750000 Penalty: 4290.995117
	Iteration 14Q: 3 clusters Score -717747.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -717768.500000 Penalty: 4290.995117
	Iteration 15Q: 3 clusters Score -717768.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -717784.812500 Penalty: 4290.995117
	Iteration 16Q: 3 clusters Score -717784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -717796.250000 Penalty: 4290.995117
	Iteration 17Q: 3 clusters Score -717796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -717808.187500 Penalty: 4290.995117
	Iteration 18Q: 3 clusters Score -717808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -717817.812500 Penalty: 4290.995117
	Iteration 19Q: 3 clusters Score -717817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -717829.437500 Penalty: 4290.995117
	Iteration 20F: 3 clusters Score -717829.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -717838.562500 Penalty: 4290.995117
	Iteration 21Q: 3 clusters Score -717838.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -717852.687500 Penalty: 4290.995117
	Iteration 22Q: 3 clusters Score -717852.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -717861.562500 Penalty: 4290.995117
	Iteration 23Q: 3 clusters Score -717861.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -717874.375000 Penalty: 4290.995117
	Iteration 24Q: 3 clusters Score -717874.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -717886.625000 Penalty: 4290.995117
	Iteration 25Q: 3 clusters Score -717886.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -717898.750000 Penalty: 4290.995117
	Iteration 26Q: 3 clusters Score -717898.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -717915.875000 Penalty: 4290.995117
	Iteration 27Q: 3 clusters Score -717915.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -717932.875000 Penalty: 4290.995117
	Iteration 28Q: 3 clusters Score -717932.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -717945.875000 Penalty: 4290.995117
	Iteration 29Q: 3 clusters Score -717945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -717956.000000 Penalty: 4290.995117
	Iteration 30Q: 3 clusters Score -717956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -717962.625000 Penalty: 4290.995117
	Iteration 31Q: 3 clusters Score -717962.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -717972.125000 Penalty: 4290.995117
	Iteration 32Q: 3 clusters Score -717972.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -717982.187500 Penalty: 4290.995117
	Iteration 33Q: 3 clusters Score -717982.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -717992.187500 Penalty: 4290.995117
	Iteration 34Q: 3 clusters Score -717992.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -718008.250000 Penalty: 4290.995117
	Iteration 35Q: 3 clusters Score -718008.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -718017.750000 Penalty: 4290.995117
	Iteration 36Q: 3 clusters Score -718017.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -718024.500000 Penalty: 4290.995117
	Iteration 37Q: 3 clusters Score -718024.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -718031.812500 Penalty: 4290.995117
	Iteration 38Q: 3 clusters Score -718031.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -718035.500000 Penalty: 4290.995117
	Iteration 39Q: 3 clusters Score -718035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -718037.125000 Penalty: 4290.995117
	Iteration 40F: 3 clusters Score -718037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -718038.750000 Penalty: 4290.995117
	Iteration 41Q: 3 clusters Score -718038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -718040.062500 Penalty: 4290.995117
	Iteration 42Q: 3 clusters Score -718040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -718044.812500 Penalty: 4290.995117
	Iteration 43Q: 3 clusters Score -718044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -718043.687500 Penalty: 4290.995117
	Iteration 44Q: 3 clusters Score -718043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -718044.750000 Penalty: 4290.995117
	Iteration 45Q: 3 clusters Score -718044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -718047.437500 Penalty: 4290.995117
	Iteration 46Q: 3 clusters Score -718047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -718047.812500 Penalty: 4290.995117
	Iteration 47Q: 3 clusters Score -718047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -718047.812500 Penalty: 4290.995117
	Iteration 48Q: 3 clusters Score -718047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -718047.062500 Penalty: 4290.995117
	Iteration 49Q: 3 clusters Score -718047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -718048.750000 Penalty: 4290.995117
	Iteration 50Q: 3 clusters Score -718048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -718051.750000 Penalty: 4290.995117
	Iteration 51Q: 3 clusters Score -718051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -718051.875000 Penalty: 4290.995117
	Iteration 52Q: 3 clusters Score -718051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -718053.625000 Penalty: 4290.995117
	Iteration 53Q: 3 clusters Score -718053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -718054.375000 Penalty: 4290.995117
	Iteration 54Q: 3 clusters Score -718054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -718052.812500 Penalty: 4290.995117
	Iteration 55Q: 3 clusters Score -718052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -718054.000000 Penalty: 4290.995117
	Iteration 56Q: 3 clusters Score -718054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -718056.750000 Penalty: 4290.995117
	Iteration 57Q: 3 clusters Score -718056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -718056.750000 Penalty: 4290.995117
	Iteration 58F: 3 clusters Score -718056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Entering Unmasked Estep 
Score: -14264249.000000 Penalty: 2880.193848
	Iteration 0F: 2 clusters Score -1.426425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -14190008.000000 Penalty: 5760.387695
	Iteration 0F: 3 clusters Score -1.419001e+07 nChanged 52291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -14219787.000000 Penalty: 5760.387695
	Iteration 1F: 3 clusters Score -1.421979e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -14220728.000000 Penalty: 5760.387695
	Iteration 2Q: 3 clusters Score -1.422073e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -14221777.000000 Penalty: 5760.387695
	Iteration 3Q: 3 clusters Score -1.422178e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -14222897.000000 Penalty: 5760.387695
	Iteration 4Q: 3 clusters Score -1.42229e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -14224347.000000 Penalty: 5760.387695
	Iteration 5Q: 3 clusters Score -1.422435e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -14225982.000000 Penalty: 5760.387695
	Iteration 6Q: 3 clusters Score -1.422598e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -14228199.000000 Penalty: 5760.387695
	Iteration 7Q: 3 clusters Score -1.42282e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -14231234.000000 Penalty: 5760.387695
	Iteration 8F: 3 clusters Score -1.423123e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -14234737.000000 Penalty: 5760.387695
	Iteration 9F: 3 clusters Score -1.423474e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -14238609.000000 Penalty: 5760.387695
	Iteration 10F: 3 clusters Score -1.423861e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -14242880.000000 Penalty: 5760.387695
	Iteration 11F: 3 clusters Score -1.424288e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -14246460.000000 Penalty: 5760.387695
	Iteration 12Q: 3 clusters Score -1.424646e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -14249408.000000 Penalty: 5760.387695
	Iteration 13Q: 3 clusters Score -1.424941e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -14251808.000000 Penalty: 5760.387695
	Iteration 14Q: 3 clusters Score -1.425181e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -14253674.000000 Penalty: 5760.387695
	Iteration 15Q: 3 clusters Score -1.425367e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -14255263.000000 Penalty: 5760.387695
	Iteration 16Q: 3 clusters Score -1.425526e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -14256786.000000 Penalty: 5760.387695
	Iteration 17Q: 3 clusters Score -1.425679e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -14258115.000000 Penalty: 5760.387695
	Iteration 18Q: 3 clusters Score -1.425812e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -14259275.000000 Penalty: 5760.387695
	Iteration 19Q: 3 clusters Score -1.425928e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -14260208.000000 Penalty: 5760.387695
	Iteration 20F: 3 clusters Score -1.426021e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 107769 members 
Entering Unmasked Estep 
Score: -14260889.000000 Penalty: 5760.387695
	Iteration 21Q: 3 clusters Score -1.426089e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -14261402.000000 Penalty: 5760.387695
	Iteration 22Q: 3 clusters Score -1.42614e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -14261713.000000 Penalty: 5760.387695
	Iteration 23Q: 3 clusters Score -1.426171e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -14261901.000000 Penalty: 5760.387695
	Iteration 24Q: 3 clusters Score -1.42619e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -14262026.000000 Penalty: 5760.387695
	Iteration 25Q: 3 clusters Score -1.426203e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -14262139.000000 Penalty: 5760.387695
	Iteration 26Q: 3 clusters Score -1.426214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -14262180.000000 Penalty: 5760.387695
	Iteration 27Q: 3 clusters Score -1.426218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -14262245.000000 Penalty: 5760.387695
	Iteration 28Q: 3 clusters Score -1.426224e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -14262283.000000 Penalty: 5760.387695
	Iteration 29Q: 3 clusters Score -1.426228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -14262314.000000 Penalty: 5760.387695
	Iteration 30Q: 3 clusters Score -1.426231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -14262368.000000 Penalty: 5760.387695
	Iteration 31Q: 3 clusters Score -1.426237e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -14262403.000000 Penalty: 5760.387695
	Iteration 32Q: 3 clusters Score -1.42624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -14262422.000000 Penalty: 5760.387695
	Iteration 33Q: 3 clusters Score -1.426242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -14262447.000000 Penalty: 5760.387695
	Iteration 34Q: 3 clusters Score -1.426245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -14262467.000000 Penalty: 5760.387695
	Iteration 35Q: 3 clusters Score -1.426247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -14262500.000000 Penalty: 5760.387695
	Iteration 36Q: 3 clusters Score -1.42625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -14262528.000000 Penalty: 5760.387695
	Iteration 37Q: 3 clusters Score -1.426253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -14262541.000000 Penalty: 5760.387695
	Iteration 38Q: 3 clusters Score -1.426254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -14262561.000000 Penalty: 5760.387695
	Iteration 39Q: 3 clusters Score -1.426256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14262568.000000 Penalty: 5760.387695
	Iteration 40F: 3 clusters Score -1.426257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -14262602.000000 Penalty: 5760.387695
	Iteration 41Q: 3 clusters Score -1.42626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -14262620.000000 Penalty: 5760.387695
	Iteration 42Q: 3 clusters Score -1.426262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -14262631.000000 Penalty: 5760.387695
	Iteration 43Q: 3 clusters Score -1.426263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -14262652.000000 Penalty: 5760.387695
	Iteration 44Q: 3 clusters Score -1.426265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -14262663.000000 Penalty: 5760.387695
	Iteration 45Q: 3 clusters Score -1.426266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -14262661.000000 Penalty: 5760.387695
	Iteration 46Q: 3 clusters Score -1.426266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14262669.000000 Penalty: 5760.387695
	Iteration 47Q: 3 clusters Score -1.426267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -14262687.000000 Penalty: 5760.387695
	Iteration 48Q: 3 clusters Score -1.426269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -14262703.000000 Penalty: 5760.387695
	Iteration 49Q: 3 clusters Score -1.42627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -14262696.000000 Penalty: 5760.387695
	Iteration 50Q: 3 clusters Score -1.42627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -14262703.000000 Penalty: 5760.387695
	Iteration 51Q: 3 clusters Score -1.42627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -14262718.000000 Penalty: 5760.387695
	Iteration 52Q: 3 clusters Score -1.426272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -14262717.000000 Penalty: 5760.387695
	Iteration 53Q: 3 clusters Score -1.426272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -14262725.000000 Penalty: 5760.387695
	Iteration 54Q: 3 clusters Score -1.426272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -14262727.000000 Penalty: 5760.387695
	Iteration 55Q: 3 clusters Score -1.426273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -14262736.000000 Penalty: 5760.387695
	Iteration 56Q: 3 clusters Score -1.426274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -14262732.000000 Penalty: 5760.387695
	Iteration 57Q: 3 clusters Score -1.426273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -14262743.000000 Penalty: 5760.387695
	Iteration 58Q: 3 clusters Score -1.426274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -14262740.000000 Penalty: 5760.387695
	Iteration 59Q: 3 clusters Score -1.426274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -14262739.000000 Penalty: 5760.387695
	Iteration 60F: 3 clusters Score -1.426274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -14262753.000000 Penalty: 5760.387695
	Iteration 61Q: 3 clusters Score -1.426275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -14262751.000000 Penalty: 5760.387695
	Iteration 62Q: 3 clusters Score -1.426275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -14262747.000000 Penalty: 5760.387695
	Iteration 63Q: 3 clusters Score -1.426275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -14262744.000000 Penalty: 5760.387695
	Iteration 64Q: 3 clusters Score -1.426274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -14262744.000000 Penalty: 5760.387695
	Iteration 65Q: 3 clusters Score -1.426274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -14262744.000000 Penalty: 5760.387695
	Iteration 66F: 3 clusters Score -1.426274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 120562 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 95755 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 76131 members 
Mstep: Class 16 contains 197870 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 110601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134084808.000000 Penalty: 78862.398438
Iteration 79Q: 24 clusters Score -1.340848e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 191778 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 33366 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 121080 members 
Mstep: Class 7 contains 19650 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 95386 members 
Mstep: Class 11 contains 87298 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 76134 members 
Mstep: Class 16 contains 197410 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 339 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 110361 members 
Mstep: Class 23 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134086408.000000 Penalty: 78862.398438
Iteration 80F: 24 clusters Score -1.340864e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191824 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 33065 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 121605 members 
Mstep: Class 7 contains 19642 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 95088 members 
Mstep: Class 11 contains 87302 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 76123 members 
Mstep: Class 16 contains 196999 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 340 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 110038 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087392.000000 Penalty: 78862.398438
Iteration 81Q: 24 clusters Score -1.340874e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 32838 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 122112 members 
Mstep: Class 7 contains 19641 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 94837 members 
Mstep: Class 11 contains 87302 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 76111 members 
Mstep: Class 16 contains 196664 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 32177 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 109796 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087536.000000 Penalty: 78862.398438
Iteration 82Q: 24 clusters Score -1.340875e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191841 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 32652 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 122586 members 
Mstep: Class 7 contains 19633 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 94626 members 
Mstep: Class 11 contains 87297 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 76099 members 
Mstep: Class 16 contains 196344 members 
Mstep: Class 17 contains 1184 members 
Mstep: Class 18 contains 32172 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 109596 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087616.000000 Penalty: 78862.398438
Iteration 83Q: 24 clusters Score -1.340876e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 32516 members 
Mstep: Class 4 contains 10351 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 123057 members 
Mstep: Class 7 contains 19630 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 94486 members 
Mstep: Class 11 contains 87289 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 76086 members 
Mstep: Class 16 contains 196015 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 109443 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087752.000000 Penalty: 78862.398438
Iteration 84Q: 24 clusters Score -1.340878e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191793 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 32392 members 
Mstep: Class 4 contains 10363 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 123536 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 94356 members 
Mstep: Class 11 contains 87275 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 76077 members 
Mstep: Class 16 contains 195671 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 18 contains 32158 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 109335 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134087984.000000 Penalty: 78862.398438
Iteration 85Q: 24 clusters Score -1.34088e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191792 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 10373 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 124047 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 94260 members 
Mstep: Class 11 contains 87257 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 76070 members 
Mstep: Class 16 contains 195316 members 
Mstep: Class 17 contains 1223 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 109236 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088440.000000 Penalty: 78862.398438
Iteration 86Q: 24 clusters Score -1.340884e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191796 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32253 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 124583 members 
Mstep: Class 7 contains 19634 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 94194 members 
Mstep: Class 11 contains 87252 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 76062 members 
Mstep: Class 16 contains 194916 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 32086 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 109156 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088656.000000 Penalty: 78862.398438
Iteration 87Q: 24 clusters Score -1.340887e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191803 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32204 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 125041 members 
Mstep: Class 7 contains 19630 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 94144 members 
Mstep: Class 11 contains 87251 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 76053 members 
Mstep: Class 16 contains 194586 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 32053 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 109082 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088680.000000 Penalty: 78862.398438
Iteration 88Q: 24 clusters Score -1.340887e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191820 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32159 members 
Mstep: Class 4 contains 10398 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 125418 members 
Mstep: Class 7 contains 19643 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 94105 members 
Mstep: Class 11 contains 87262 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 76049 members 
Mstep: Class 16 contains 194294 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 32023 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 109014 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088640.000000 Penalty: 78862.398438
Iteration 89Q: 24 clusters Score -1.340886e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191834 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32122 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 125799 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 6574 members 
Mstep: Class 10 contains 94084 members 
Mstep: Class 11 contains 87271 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 76050 members 
Mstep: Class 16 contains 193985 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 31995 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 108956 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088784.000000 Penalty: 78862.398438
Iteration 90Q: 24 clusters Score -1.340888e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191845 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32088 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126195 members 
Mstep: Class 7 contains 19637 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 94061 members 
Mstep: Class 11 contains 87282 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 76049 members 
Mstep: Class 16 contains 193702 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 31954 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 108889 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088776.000000 Penalty: 78862.398438
Iteration 91Q: 24 clusters Score -1.340888e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191849 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32066 members 
Mstep: Class 4 contains 10414 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126583 members 
Mstep: Class 7 contains 19633 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 94046 members 
Mstep: Class 11 contains 87275 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 76049 members 
Mstep: Class 16 contains 193400 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 31930 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 108843 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088704.000000 Penalty: 78862.398438
Iteration 92Q: 24 clusters Score -1.340887e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32040 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126946 members 
Mstep: Class 7 contains 19630 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 94038 members 
Mstep: Class 11 contains 87275 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 76043 members 
Mstep: Class 16 contains 193093 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 31918 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 108788 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088760.000000 Penalty: 78862.398438
Iteration 93Q: 24 clusters Score -1.340888e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 32013 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 19630 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 94030 members 
Mstep: Class 11 contains 87270 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 76038 members 
Mstep: Class 16 contains 192814 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 31901 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108752 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088760.000000 Penalty: 78862.398438
Iteration 94Q: 24 clusters Score -1.340888e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191900 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31992 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 127586 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 94032 members 
Mstep: Class 11 contains 87275 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 192558 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 31881 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108712 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088816.000000 Penalty: 78862.398438
Iteration 95Q: 24 clusters Score -1.340888e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191908 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31978 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127921 members 
Mstep: Class 7 contains 19636 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 94037 members 
Mstep: Class 11 contains 87268 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 192275 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 31857 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108680 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088912.000000 Penalty: 78862.398438
Iteration 96Q: 24 clusters Score -1.340889e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191933 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31960 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128212 members 
Mstep: Class 7 contains 19639 members 
Mstep: Class 8 contains 4258 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 94034 members 
Mstep: Class 11 contains 87240 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 192013 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 31854 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108660 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088992.000000 Penalty: 78862.398438
Iteration 97Q: 24 clusters Score -1.34089e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191951 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31947 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128471 members 
Mstep: Class 7 contains 19649 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 94029 members 
Mstep: Class 11 contains 87224 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 191785 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 31842 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108640 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089216.000000 Penalty: 78862.398438
Iteration 98Q: 24 clusters Score -1.340892e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191976 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 128663 members 
Mstep: Class 7 contains 19658 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 94017 members 
Mstep: Class 11 contains 87207 members 
Mstep: Class 12 contains 393 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191598 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 31839 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108625 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089392.000000 Penalty: 78862.398438
Iteration 99Q: 24 clusters Score -1.340894e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 191985 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31937 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 128837 members 
Mstep: Class 7 contains 19659 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 6754 members 
Mstep: Class 10 contains 94005 members 
Mstep: Class 11 contains 87205 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191455 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 31832 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108607 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089488.000000 Penalty: 78862.398438
Iteration 100F: 24 clusters Score -1.340895e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192004 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31929 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 128992 members 
Mstep: Class 7 contains 19665 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 93996 members 
Mstep: Class 11 contains 87194 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191298 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 31842 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108596 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089488.000000 Penalty: 78862.398438
Iteration 101Q: 24 clusters Score -1.340895e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31918 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 129141 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 93999 members 
Mstep: Class 11 contains 87192 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191139 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 31852 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 343 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108587 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089536.000000 Penalty: 78862.398438
Iteration 102Q: 24 clusters Score -1.340895e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192014 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31913 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 129288 members 
Mstep: Class 7 contains 19667 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 6773 members 
Mstep: Class 10 contains 93991 members 
Mstep: Class 11 contains 87178 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191005 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 31861 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108585 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089640.000000 Penalty: 78862.398438
Iteration 103Q: 24 clusters Score -1.340896e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192015 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31894 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 129402 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 93972 members 
Mstep: Class 11 contains 87164 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190931 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 31868 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108576 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089616.000000 Penalty: 78862.398438
Iteration 104Q: 24 clusters Score -1.340896e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31885 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 129471 members 
Mstep: Class 7 contains 19673 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 93962 members 
Mstep: Class 11 contains 87155 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190870 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 31869 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108572 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089664.000000 Penalty: 78862.398438
Iteration 105Q: 24 clusters Score -1.340897e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31879 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129560 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6790 members 
Mstep: Class 10 contains 93958 members 
Mstep: Class 11 contains 87142 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190801 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31867 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108565 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089656.000000 Penalty: 78862.398438
Iteration 106Q: 24 clusters Score -1.340897e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192046 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31877 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129632 members 
Mstep: Class 7 contains 19680 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 93946 members 
Mstep: Class 11 contains 87136 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190729 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31867 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108558 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089776.000000 Penalty: 78862.398438
Iteration 107Q: 24 clusters Score -1.340898e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192050 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31880 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129696 members 
Mstep: Class 7 contains 19685 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 93931 members 
Mstep: Class 11 contains 87116 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190692 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31853 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108559 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089832.000000 Penalty: 78862.398438
Iteration 108Q: 24 clusters Score -1.340898e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192052 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31881 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129731 members 
Mstep: Class 7 contains 19686 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 10 contains 93925 members 
Mstep: Class 11 contains 87111 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190668 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31845 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108556 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089816.000000 Penalty: 78862.398438
Iteration 109Q: 24 clusters Score -1.340898e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192059 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31882 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129774 members 
Mstep: Class 7 contains 19678 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 93920 members 
Mstep: Class 11 contains 87107 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190645 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31838 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108545 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089792.000000 Penalty: 78862.398438
Iteration 110Q: 24 clusters Score -1.340898e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192069 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31886 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129821 members 
Mstep: Class 7 contains 19678 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 93917 members 
Mstep: Class 11 contains 87100 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190603 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31834 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108534 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089768.000000 Penalty: 78862.398438
Iteration 111Q: 24 clusters Score -1.340898e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31894 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129872 members 
Mstep: Class 7 contains 19676 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 93914 members 
Mstep: Class 11 contains 87086 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190562 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31831 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108525 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089728.000000 Penalty: 78862.398438
Iteration 112Q: 24 clusters Score -1.340897e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31894 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129929 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 93908 members 
Mstep: Class 11 contains 87072 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190529 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31822 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108526 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089840.000000 Penalty: 78862.398438
Iteration 113Q: 24 clusters Score -1.340898e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192069 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129961 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 93905 members 
Mstep: Class 11 contains 87066 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190512 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31818 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108527 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089872.000000 Penalty: 78862.398438
Iteration 114Q: 24 clusters Score -1.340899e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31900 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129970 members 
Mstep: Class 7 contains 19685 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 10 contains 93903 members 
Mstep: Class 11 contains 87057 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190503 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31819 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108529 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089872.000000 Penalty: 78862.398438
Iteration 115Q: 24 clusters Score -1.340899e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192066 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31904 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129976 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 10 contains 93902 members 
Mstep: Class 11 contains 87049 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190506 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31819 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108523 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089832.000000 Penalty: 78862.398438
Iteration 116Q: 24 clusters Score -1.340898e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192084 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31906 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129992 members 
Mstep: Class 7 contains 19686 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93901 members 
Mstep: Class 11 contains 87042 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190495 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31815 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108510 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089864.000000 Penalty: 78862.398438
Iteration 117Q: 24 clusters Score -1.340899e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192094 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130018 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93901 members 
Mstep: Class 11 contains 87034 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31814 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108495 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134089872.000000 Penalty: 78862.398438
Iteration 118Q: 24 clusters Score -1.340899e+08 nChanged 86
Entering ConstructFrom: 
Score: -134089872.000000 Penalty: 78862.398438
Entering ConstructFrom: 
Trying to split cluster 1 (192106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192106 members 
Entering Unmasked Estep 
Score: -26112356.000000 Penalty: 3017.119141
	Iteration 0F: 2 clusters Score -2.611236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -26012092.000000 Penalty: 6034.238281
	Iteration 0F: 3 clusters Score -2.601209e+07 nChanged 92137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -26065658.000000 Penalty: 6034.238281
	Iteration 1F: 3 clusters Score -2.606566e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -26066492.000000 Penalty: 6034.238281
	Iteration 2Q: 3 clusters Score -2.606649e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -26067750.000000 Penalty: 6034.238281
	Iteration 3Q: 3 clusters Score -2.606775e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -26069040.000000 Penalty: 6034.238281
	Iteration 4Q: 3 clusters Score -2.606904e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -26071450.000000 Penalty: 6034.238281
	Iteration 5Q: 3 clusters Score -2.607145e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -26075578.000000 Penalty: 6034.238281
	Iteration 6Q: 3 clusters Score -2.607558e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -26082278.000000 Penalty: 6034.238281
	Iteration 7F: 3 clusters Score -2.608228e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -26091164.000000 Penalty: 6034.238281
	Iteration 8F: 3 clusters Score -2.609116e+07 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -26100024.000000 Penalty: 6034.238281
	Iteration 9F: 3 clusters Score -2.610002e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -26105864.000000 Penalty: 6034.238281
	Iteration 10F: 3 clusters Score -2.610586e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -26109012.000000 Penalty: 6034.238281
	Iteration 11Q: 3 clusters Score -2.610901e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -26110086.000000 Penalty: 6034.238281
	Iteration 12Q: 3 clusters Score -2.611009e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184399 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -26110800.000000 Penalty: 6034.238281
	Iteration 13Q: 3 clusters Score -2.61108e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186246 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -26110738.000000 Penalty: 6034.238281
	Iteration 14Q: 3 clusters Score -2.611074e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -26110770.000000 Penalty: 6034.238281
	Iteration 15Q: 3 clusters Score -2.611077e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188338 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -26110686.000000 Penalty: 6034.238281
	Iteration 16Q: 3 clusters Score -2.611069e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -26110766.000000 Penalty: 6034.238281
	Iteration 17Q: 3 clusters Score -2.611077e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189442 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -26110748.000000 Penalty: 6034.238281
	Iteration 18Q: 3 clusters Score -2.611075e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189775 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -26110738.000000 Penalty: 6034.238281
	Iteration 19Q: 3 clusters Score -2.611074e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190033 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -26110772.000000 Penalty: 6034.238281
	Iteration 20F: 3 clusters Score -2.611077e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -26110764.000000 Penalty: 6034.238281
	Iteration 21Q: 3 clusters Score -2.611076e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190346 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -26110714.000000 Penalty: 6034.238281
	Iteration 22Q: 3 clusters Score -2.611071e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190440 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -26110698.000000 Penalty: 6034.238281
	Iteration 23Q: 3 clusters Score -2.61107e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190517 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -26110738.000000 Penalty: 6034.238281
	Iteration 24Q: 3 clusters Score -2.611074e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190571 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -26110748.000000 Penalty: 6034.238281
	Iteration 25Q: 3 clusters Score -2.611075e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190608 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -26110734.000000 Penalty: 6034.238281
	Iteration 26Q: 3 clusters Score -2.611073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190624 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -26110752.000000 Penalty: 6034.238281
	Iteration 27Q: 3 clusters Score -2.611075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190643 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -26110758.000000 Penalty: 6034.238281
	Iteration 28Q: 3 clusters Score -2.611076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190659 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -26110764.000000 Penalty: 6034.238281
	Iteration 29Q: 3 clusters Score -2.611076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -26110766.000000 Penalty: 6034.238281
	Iteration 30Q: 3 clusters Score -2.611077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -26110756.000000 Penalty: 6034.238281
	Iteration 31Q: 3 clusters Score -2.611076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190692 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -26110768.000000 Penalty: 6034.238281
	Iteration 32Q: 3 clusters Score -2.611077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190705 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -26110750.000000 Penalty: 6034.238281
	Iteration 33Q: 3 clusters Score -2.611075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190713 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -26110710.000000 Penalty: 6034.238281
	Iteration 34Q: 3 clusters Score -2.611071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190720 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -26110718.000000 Penalty: 6034.238281
	Iteration 35Q: 3 clusters Score -2.611072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190725 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -26110726.000000 Penalty: 6034.238281
	Iteration 36Q: 3 clusters Score -2.611073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190729 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26110722.000000 Penalty: 6034.238281
	Iteration 37Q: 3 clusters Score -2.611072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26110720.000000 Penalty: 6034.238281
	Iteration 38Q: 3 clusters Score -2.611072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26110738.000000 Penalty: 6034.238281
	Iteration 39Q: 3 clusters Score -2.611074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -26110744.000000 Penalty: 6034.238281
	Iteration 40F: 3 clusters Score -2.611074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190733 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26110740.000000 Penalty: 6034.238281
	Iteration 41Q: 3 clusters Score -2.611074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -26110740.000000 Penalty: 6034.238281
	Iteration 42Q: 3 clusters Score -2.611074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -26110738.000000 Penalty: 6034.238281
	Iteration 43Q: 3 clusters Score -2.611074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190736 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -26110732.000000 Penalty: 6034.238281
	Iteration 44Q: 3 clusters Score -2.611073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190738 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26110754.000000 Penalty: 6034.238281
	Iteration 45Q: 3 clusters Score -2.611075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -26110750.000000 Penalty: 6034.238281
	Iteration 46Q: 3 clusters Score -2.611075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -26110736.000000 Penalty: 6034.238281
	Iteration 47Q: 3 clusters Score -2.611074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -26110722.000000 Penalty: 6034.238281
	Iteration 48Q: 3 clusters Score -2.611072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -26110736.000000 Penalty: 6034.238281
	Iteration 49Q: 3 clusters Score -2.611074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190743 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26110730.000000 Penalty: 6034.238281
	Iteration 50Q: 3 clusters Score -2.611073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190745 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -26110734.000000 Penalty: 6034.238281
	Iteration 51Q: 3 clusters Score -2.611073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -26110728.000000 Penalty: 6034.238281
	Iteration 52Q: 3 clusters Score -2.611073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -26110728.000000 Penalty: 6034.238281
	Iteration 53F: 3 clusters Score -2.611073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -266625.937500 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -266625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -263993.781250 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -263993.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -264792.937500 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -264792.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265321.031250 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -265321 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265682.656250 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -265682.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -265914.593750 Penalty: 3800.350830
	Iteration 4F: 3 clusters Score -265914.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -266122.968750 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -266123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -266342.031250 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -266342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -266526.218750 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -266526.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -266660.250000 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -266660.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -266753.937500 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -266753.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -266833.000000 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -266833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -266874.500000 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -266874.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -266892.843750 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -266892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -266905.406250 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -266905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266910.937500 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -266910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -266914.218750 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -266914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -266915.468750 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -266915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -266916.000000 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -266916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266916.593750 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -266916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266922.218750 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -266922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -266932.562500 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -266932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -266943.843750 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -266943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -266949.906250 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -266949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -266955.000000 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -266955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266966.531250 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -266966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -266994.593750 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -266994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267075.718750 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -267075.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267213.093750 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -267213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -267289.562500 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -267289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -267297.125000 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -267297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -267303.687500 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -267303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -267309.500000 Penalty: 3800.350830
	Iteration 31Q: 3 clusters Score -267309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267311.187500 Penalty: 3800.350830
	Iteration 32Q: 3 clusters Score -267311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267312.343750 Penalty: 3800.350830
	Iteration 33Q: 3 clusters Score -267312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267312.343750 Penalty: 3800.350830
	Iteration 34F: 3 clusters Score -267312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 31904 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1236 members 
Entering Unmasked Estep 
Score: -134088576.000000 Penalty: 82291.203125
Splitting cluster 2 changes total score from -134089872.000000 to -134088576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (31904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Entering Unmasked Estep 
Score: -4270073.000000 Penalty: 2571.880615
	Iteration 0F: 2 clusters Score -4270073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4248217.500000 Penalty: 5143.761230
	Iteration 0F: 3 clusters Score -4248218 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4255907.500000 Penalty: 5143.761230
	Iteration 1F: 3 clusters Score -4255908 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4256511.500000 Penalty: 5143.761230
	Iteration 2F: 3 clusters Score -4256512 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4257173.000000 Penalty: 5143.761230
	Iteration 3Q: 3 clusters Score -4257173 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4258035.500000 Penalty: 5143.761230
	Iteration 4F: 3 clusters Score -4258036 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -4259748.000000 Penalty: 5143.761230
	Iteration 5F: 3 clusters Score -4259748 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4262948.000000 Penalty: 5143.761230
	Iteration 6F: 3 clusters Score -4262948 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4266578.500000 Penalty: 5143.761230
	Iteration 7F: 3 clusters Score -4266578 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4268813.500000 Penalty: 5143.761230
	Iteration 8F: 3 clusters Score -4268814 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4269754.000000 Penalty: 5143.761230
	Iteration 9Q: 3 clusters Score -4269754 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4270162.500000 Penalty: 5143.761230
	Iteration 10Q: 3 clusters Score -4270162 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4270483.500000 Penalty: 5143.761230
	Iteration 11Q: 3 clusters Score -4270484 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4270736.500000 Penalty: 5143.761230
	Iteration 12Q: 3 clusters Score -4270736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4270832.500000 Penalty: 5143.761230
	Iteration 13Q: 3 clusters Score -4270832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4270854.500000 Penalty: 5143.761230
	Iteration 14Q: 3 clusters Score -4270854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4270870.000000 Penalty: 5143.761230
	Iteration 15Q: 3 clusters Score -4270870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4270890.500000 Penalty: 5143.761230
	Iteration 16Q: 3 clusters Score -4270890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4270885.000000 Penalty: 5143.761230
	Iteration 17Q: 3 clusters Score -4270885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4270882.000000 Penalty: 5143.761230
	Iteration 18Q: 3 clusters Score -4270882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4270892.000000 Penalty: 5143.761230
	Iteration 19Q: 3 clusters Score -4270892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4270893.500000 Penalty: 5143.761230
	Iteration 20F: 3 clusters Score -4270894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4270893.000000 Penalty: 5143.761230
	Iteration 21Q: 3 clusters Score -4270893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4270893.000000 Penalty: 5143.761230
	Iteration 22F: 3 clusters Score -4270893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1687 members 
Entering Unmasked Estep 
Score: -134089904.000000 Penalty: 82291.203125
Splitting cluster 3 changes total score from -134089872.000000 to -134089904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1328757.125000 Penalty: 2294.629395
	Iteration 0F: 2 clusters Score -1328757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1320768.250000 Penalty: 4589.258789
	Iteration 0F: 3 clusters Score -1320768 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1323134.500000 Penalty: 4589.258789
	Iteration 1F: 3 clusters Score -1323134 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1323454.000000 Penalty: 4589.258789
	Iteration 2F: 3 clusters Score -1323454 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1323689.250000 Penalty: 4589.258789
	Iteration 3F: 3 clusters Score -1323689 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1323897.875000 Penalty: 4589.258789
	Iteration 4Q: 3 clusters Score -1323898 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1324079.875000 Penalty: 4589.258789
	Iteration 5Q: 3 clusters Score -1324080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1324257.500000 Penalty: 4589.258789
	Iteration 6Q: 3 clusters Score -1324258 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1324472.500000 Penalty: 4589.258789
	Iteration 7Q: 3 clusters Score -1324472 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1324730.375000 Penalty: 4589.258789
	Iteration 8Q: 3 clusters Score -1324730 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1325067.750000 Penalty: 4589.258789
	Iteration 9Q: 3 clusters Score -1325068 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1325477.500000 Penalty: 4589.258789
	Iteration 10Q: 3 clusters Score -1325478 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1325899.250000 Penalty: 4589.258789
	Iteration 11Q: 3 clusters Score -1325899 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1326338.750000 Penalty: 4589.258789
	Iteration 12Q: 3 clusters Score -1326339 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1326666.000000 Penalty: 4589.258789
	Iteration 13Q: 3 clusters Score -1326666 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1326887.250000 Penalty: 4589.258789
	Iteration 14Q: 3 clusters Score -1326887 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1327036.500000 Penalty: 4589.258789
	Iteration 15Q: 3 clusters Score -1327036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1327117.125000 Penalty: 4589.258789
	Iteration 16Q: 3 clusters Score -1327117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1327185.250000 Penalty: 4589.258789
	Iteration 17Q: 3 clusters Score -1327185 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1327231.625000 Penalty: 4589.258789
	Iteration 18Q: 3 clusters Score -1327232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1327271.125000 Penalty: 4589.258789
	Iteration 19Q: 3 clusters Score -1327271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1327301.250000 Penalty: 4589.258789
	Iteration 20F: 3 clusters Score -1327301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1327323.625000 Penalty: 4589.258789
	Iteration 21Q: 3 clusters Score -1327324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1327338.500000 Penalty: 4589.258789
	Iteration 22Q: 3 clusters Score -1327338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1327351.625000 Penalty: 4589.258789
	Iteration 23Q: 3 clusters Score -1327352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1327362.250000 Penalty: 4589.258789
	Iteration 24Q: 3 clusters Score -1327362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1327366.375000 Penalty: 4589.258789
	Iteration 25Q: 3 clusters Score -1327366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1327371.875000 Penalty: 4589.258789
	Iteration 26Q: 3 clusters Score -1327372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1327386.625000 Penalty: 4589.258789
	Iteration 27Q: 3 clusters Score -1327387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1327388.875000 Penalty: 4589.258789
	Iteration 28Q: 3 clusters Score -1327389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1327398.000000 Penalty: 4589.258789
	Iteration 29Q: 3 clusters Score -1327398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1327402.625000 Penalty: 4589.258789
	Iteration 30Q: 3 clusters Score -1327403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1327408.125000 Penalty: 4589.258789
	Iteration 31Q: 3 clusters Score -1327408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1327415.875000 Penalty: 4589.258789
	Iteration 32Q: 3 clusters Score -1327416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1327423.000000 Penalty: 4589.258789
	Iteration 33Q: 3 clusters Score -1327423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1327428.375000 Penalty: 4589.258789
	Iteration 34Q: 3 clusters Score -1327428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1327435.750000 Penalty: 4589.258789
	Iteration 35Q: 3 clusters Score -1327436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1327437.875000 Penalty: 4589.258789
	Iteration 36Q: 3 clusters Score -1327438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1327441.500000 Penalty: 4589.258789
	Iteration 37Q: 3 clusters Score -1327442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1327447.500000 Penalty: 4589.258789
	Iteration 38Q: 3 clusters Score -1327448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1327449.625000 Penalty: 4589.258789
	Iteration 39Q: 3 clusters Score -1327450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1327455.375000 Penalty: 4589.258789
	Iteration 40F: 3 clusters Score -1327455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1327460.750000 Penalty: 4589.258789
	Iteration 41Q: 3 clusters Score -1327461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1327463.250000 Penalty: 4589.258789
	Iteration 42Q: 3 clusters Score -1327463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1327466.000000 Penalty: 4589.258789
	Iteration 43Q: 3 clusters Score -1327466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1327466.250000 Penalty: 4589.258789
	Iteration 44Q: 3 clusters Score -1327466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1327468.875000 Penalty: 4589.258789
	Iteration 45Q: 3 clusters Score -1327469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1327472.000000 Penalty: 4589.258789
	Iteration 46Q: 3 clusters Score -1327472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1327486.375000 Penalty: 4589.258789
	Iteration 47Q: 3 clusters Score -1327486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1327492.125000 Penalty: 4589.258789
	Iteration 48Q: 3 clusters Score -1327492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1327499.375000 Penalty: 4589.258789
	Iteration 49Q: 3 clusters Score -1327499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1327501.125000 Penalty: 4589.258789
	Iteration 50Q: 3 clusters Score -1327501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1327514.375000 Penalty: 4589.258789
	Iteration 51Q: 3 clusters Score -1327514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1327513.625000 Penalty: 4589.258789
	Iteration 52Q: 3 clusters Score -1327514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1327517.625000 Penalty: 4589.258789
	Iteration 53Q: 3 clusters Score -1327518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1327522.000000 Penalty: 4589.258789
	Iteration 54Q: 3 clusters Score -1327522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1327524.375000 Penalty: 4589.258789
	Iteration 55Q: 3 clusters Score -1327524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1327527.375000 Penalty: 4589.258789
	Iteration 56Q: 3 clusters Score -1327527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1327528.625000 Penalty: 4589.258789
	Iteration 57Q: 3 clusters Score -1327529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1327531.125000 Penalty: 4589.258789
	Iteration 58Q: 3 clusters Score -1327531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1327532.875000 Penalty: 4589.258789
	Iteration 59Q: 3 clusters Score -1327533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1327531.125000 Penalty: 4589.258789
	Iteration 60F: 3 clusters Score -1327531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1327534.125000 Penalty: 4589.258789
	Iteration 61Q: 3 clusters Score -1327534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1327533.000000 Penalty: 4589.258789
	Iteration 62Q: 3 clusters Score -1327533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1327535.875000 Penalty: 4589.258789
	Iteration 63Q: 3 clusters Score -1327536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1327536.625000 Penalty: 4589.258789
	Iteration 64Q: 3 clusters Score -1327537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1327536.125000 Penalty: 4589.258789
	Iteration 65Q: 3 clusters Score -1327536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1327538.250000 Penalty: 4589.258789
	Iteration 66Q: 3 clusters Score -1327538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1327536.250000 Penalty: 4589.258789
	Iteration 67Q: 3 clusters Score -1327536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1327536.375000 Penalty: 4589.258789
	Iteration 68Q: 3 clusters Score -1327536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1327538.375000 Penalty: 4589.258789
	Iteration 69Q: 3 clusters Score -1327538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1327538.625000 Penalty: 4589.258789
	Iteration 70Q: 3 clusters Score -1327539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1327538.875000 Penalty: 4589.258789
	Iteration 71Q: 3 clusters Score -1327539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1327539.625000 Penalty: 4589.258789
	Iteration 72Q: 3 clusters Score -1327540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1327539.625000 Penalty: 4589.258789
	Iteration 73F: 3 clusters Score -1327540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -323482.812500 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -323482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -320571.968750 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -320572 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321102.937500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -321102.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -321244.406250 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -321244.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -321336.718750 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -321336.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -321395.843750 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -321395.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321440.687500 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -321440.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321480.093750 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -321480.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321508.968750 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -321509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321531.093750 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -321531.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321551.500000 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -321551.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -321569.375000 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -321569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -321584.968750 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -321585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321608.375000 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -321608.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321622.656250 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -321622.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -321633.062500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -321633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -321644.687500 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -321644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321658.437500 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -321658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -321667.562500 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -321667.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -321674.093750 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -321674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -321679.156250 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -321679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -321685.281250 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -321685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321691.687500 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -321691.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -321701.687500 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -321701.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321711.781250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -321711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -321717.656250 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -321717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321723.437500 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -321723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -321729.312500 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -321729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -321733.500000 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -321733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -321738.406250 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -321738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -321743.718750 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -321743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -321750.625000 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -321750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321764.062500 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -321764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -321771.875000 Penalty: 3862.747314
	Iteration 32Q: 3 clusters Score -321771.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -321779.906250 Penalty: 3862.747314
	Iteration 33Q: 3 clusters Score -321779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -321786.781250 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -321786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -321793.656250 Penalty: 3862.747314
	Iteration 35Q: 3 clusters Score -321793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -321801.093750 Penalty: 3862.747314
	Iteration 36Q: 3 clusters Score -321801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -321805.687500 Penalty: 3862.747314
	Iteration 37Q: 3 clusters Score -321805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -321810.718750 Penalty: 3862.747314
	Iteration 38Q: 3 clusters Score -321810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -321818.187500 Penalty: 3862.747314
	Iteration 39Q: 3 clusters Score -321818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -321822.156250 Penalty: 3862.747314
	Iteration 40F: 3 clusters Score -321822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -321824.843750 Penalty: 3862.747314
	Iteration 41Q: 3 clusters Score -321824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -321833.093750 Penalty: 3862.747314
	Iteration 42Q: 3 clusters Score -321833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -321841.281250 Penalty: 3862.747314
	Iteration 43Q: 3 clusters Score -321841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -321850.781250 Penalty: 3862.747314
	Iteration 44Q: 3 clusters Score -321850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -321867.937500 Penalty: 3862.747314
	Iteration 45Q: 3 clusters Score -321867.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -321886.437500 Penalty: 3862.747314
	Iteration 46Q: 3 clusters Score -321886.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -321907.937500 Penalty: 3862.747314
	Iteration 47Q: 3 clusters Score -321907.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -321931.218750 Penalty: 3862.747314
	Iteration 48Q: 3 clusters Score -321931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -321957.343750 Penalty: 3862.747314
	Iteration 49Q: 3 clusters Score -321957.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -322000.187500 Penalty: 3862.747314
	Iteration 50Q: 3 clusters Score -322000.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -322065.593750 Penalty: 3862.747314
	Iteration 51Q: 3 clusters Score -322065.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322216.593750 Penalty: 3862.747314
	Iteration 52Q: 3 clusters Score -322216.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -322418.687500 Penalty: 3862.747314
	Iteration 53Q: 3 clusters Score -322418.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322633.093750 Penalty: 3862.747314
	Iteration 54Q: 3 clusters Score -322633.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -322895.718750 Penalty: 3862.747314
	Iteration 55Q: 3 clusters Score -322895.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -323074.343750 Penalty: 3862.747314
	Iteration 56Q: 3 clusters Score -323074.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -323209.562500 Penalty: 3862.747314
	Iteration 57Q: 3 clusters Score -323209.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -323357.437500 Penalty: 3862.747314
	Iteration 58Q: 3 clusters Score -323357.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -323496.187500 Penalty: 3862.747314
	Iteration 59Q: 3 clusters Score -323496.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -323585.531250 Penalty: 3862.747314
	Iteration 60F: 3 clusters Score -323585.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -323642.250000 Penalty: 3862.747314
	Iteration 61Q: 3 clusters Score -323642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -323693.937500 Penalty: 3862.747314
	Iteration 62Q: 3 clusters Score -323693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -323740.625000 Penalty: 3862.747314
	Iteration 63Q: 3 clusters Score -323740.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323852.937500 Penalty: 3862.747314
	Iteration 64Q: 3 clusters Score -323852.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -323954.843750 Penalty: 3862.747314
	Iteration 65Q: 3 clusters Score -323954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -324020.968750 Penalty: 3862.747314
	Iteration 66Q: 3 clusters Score -324021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324059.250000 Penalty: 3862.747314
	Iteration 67Q: 3 clusters Score -324059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -324077.218750 Penalty: 3862.747314
	Iteration 68Q: 3 clusters Score -324077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -324083.937500 Penalty: 3862.747314
	Iteration 69Q: 3 clusters Score -324083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -324090.468750 Penalty: 3862.747314
	Iteration 70Q: 3 clusters Score -324090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -324097.375000 Penalty: 3862.747314
	Iteration 71Q: 3 clusters Score -324097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324103.937500 Penalty: 3862.747314
	Iteration 72Q: 3 clusters Score -324103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324106.718750 Penalty: 3862.747314
	Iteration 73Q: 3 clusters Score -324106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324110.656250 Penalty: 3862.747314
	Iteration 74F: 3 clusters Score -324110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -324117.593750 Penalty: 3862.747314
	Iteration 75Q: 3 clusters Score -324117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324126.468750 Penalty: 3862.747314
	Iteration 76Q: 3 clusters Score -324126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324130.812500 Penalty: 3862.747314
	Iteration 77Q: 3 clusters Score -324130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324134.281250 Penalty: 3862.747314
	Iteration 78Q: 3 clusters Score -324134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324135.031250 Penalty: 3862.747314
	Iteration 79Q: 3 clusters Score -324135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324135.031250 Penalty: 3862.747314
	Iteration 80F: 3 clusters Score -324135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 1193 members 
Entering Unmasked Estep 
Score: -134089208.000000 Penalty: 85720.000000
Splitting cluster 5 changes total score from -134089872.000000 to -134089208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (130032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Entering Unmasked Estep 
Score: -17782478.000000 Penalty: 2920.332764
	Iteration 0F: 2 clusters Score -1.778248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -17696250.000000 Penalty: 5840.665527
	Iteration 0F: 3 clusters Score -1.769625e+07 nChanged 61917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -17731932.000000 Penalty: 5840.665527
	Iteration 1F: 3 clusters Score -1.773193e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -17733166.000000 Penalty: 5840.665527
	Iteration 2Q: 3 clusters Score -1.773317e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -17734378.000000 Penalty: 5840.665527
	Iteration 3Q: 3 clusters Score -1.773438e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -17736126.000000 Penalty: 5840.665527
	Iteration 4Q: 3 clusters Score -1.773613e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -17738622.000000 Penalty: 5840.665527
	Iteration 5Q: 3 clusters Score -1.773862e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -17742238.000000 Penalty: 5840.665527
	Iteration 6F: 3 clusters Score -1.774224e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -17746832.000000 Penalty: 5840.665527
	Iteration 7F: 3 clusters Score -1.774683e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -17752044.000000 Penalty: 5840.665527
	Iteration 8F: 3 clusters Score -1.775204e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -17757350.000000 Penalty: 5840.665527
	Iteration 9F: 3 clusters Score -1.775735e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -17762336.000000 Penalty: 5840.665527
	Iteration 10F: 3 clusters Score -1.776234e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -17766246.000000 Penalty: 5840.665527
	Iteration 11Q: 3 clusters Score -1.776625e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -17769252.000000 Penalty: 5840.665527
	Iteration 12Q: 3 clusters Score -1.776925e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -17771546.000000 Penalty: 5840.665527
	Iteration 13Q: 3 clusters Score -1.777155e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 111880 members 
Entering Unmasked Estep 
Score: -17773662.000000 Penalty: 5840.665527
	Iteration 14Q: 3 clusters Score -1.777366e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -17775246.000000 Penalty: 5840.665527
	Iteration 15Q: 3 clusters Score -1.777525e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -17776616.000000 Penalty: 5840.665527
	Iteration 16Q: 3 clusters Score -1.777662e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -17777714.000000 Penalty: 5840.665527
	Iteration 17Q: 3 clusters Score -1.777771e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -17778526.000000 Penalty: 5840.665527
	Iteration 18Q: 3 clusters Score -1.777853e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -17779252.000000 Penalty: 5840.665527
	Iteration 19Q: 3 clusters Score -1.777925e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -17779718.000000 Penalty: 5840.665527
	Iteration 20F: 3 clusters Score -1.777972e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 124002 members 
Entering Unmasked Estep 
Score: -17780054.000000 Penalty: 5840.665527
	Iteration 21Q: 3 clusters Score -1.778005e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -17780272.000000 Penalty: 5840.665527
	Iteration 22Q: 3 clusters Score -1.778027e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -17780346.000000 Penalty: 5840.665527
	Iteration 23Q: 3 clusters Score -1.778035e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -17780440.000000 Penalty: 5840.665527
	Iteration 24Q: 3 clusters Score -1.778044e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -17780572.000000 Penalty: 5840.665527
	Iteration 25Q: 3 clusters Score -1.778057e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -17780610.000000 Penalty: 5840.665527
	Iteration 26Q: 3 clusters Score -1.778061e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -17780686.000000 Penalty: 5840.665527
	Iteration 27Q: 3 clusters Score -1.778069e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 126927 members 
Entering Unmasked Estep 
Score: -17780750.000000 Penalty: 5840.665527
	Iteration 28Q: 3 clusters Score -1.778075e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -17780788.000000 Penalty: 5840.665527
	Iteration 29Q: 3 clusters Score -1.778079e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -17780860.000000 Penalty: 5840.665527
	Iteration 30Q: 3 clusters Score -1.778086e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -17780866.000000 Penalty: 5840.665527
	Iteration 31Q: 3 clusters Score -1.778087e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -17780912.000000 Penalty: 5840.665527
	Iteration 32Q: 3 clusters Score -1.778091e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -17780988.000000 Penalty: 5840.665527
	Iteration 33Q: 3 clusters Score -1.778099e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -17781044.000000 Penalty: 5840.665527
	Iteration 34Q: 3 clusters Score -1.778104e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 127934 members 
Entering Unmasked Estep 
Score: -17781056.000000 Penalty: 5840.665527
	Iteration 35Q: 3 clusters Score -1.778106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -17781078.000000 Penalty: 5840.665527
	Iteration 36Q: 3 clusters Score -1.778108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 128044 members 
Entering Unmasked Estep 
Score: -17781066.000000 Penalty: 5840.665527
	Iteration 37Q: 3 clusters Score -1.778107e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -17781090.000000 Penalty: 5840.665527
	Iteration 38Q: 3 clusters Score -1.778109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -17781072.000000 Penalty: 5840.665527
	Iteration 39Q: 3 clusters Score -1.778107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 128197 members 
Entering Unmasked Estep 
Score: -17781056.000000 Penalty: 5840.665527
	Iteration 40F: 3 clusters Score -1.778106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -17781078.000000 Penalty: 5840.665527
	Iteration 41Q: 3 clusters Score -1.778108e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -17781072.000000 Penalty: 5840.665527
	Iteration 42Q: 3 clusters Score -1.778107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -17781086.000000 Penalty: 5840.665527
	Iteration 43Q: 3 clusters Score -1.778109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -17781122.000000 Penalty: 5840.665527
	Iteration 44Q: 3 clusters Score -1.778112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -17781136.000000 Penalty: 5840.665527
	Iteration 45Q: 3 clusters Score -1.778114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -17781154.000000 Penalty: 5840.665527
	Iteration 46Q: 3 clusters Score -1.778115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -17781154.000000 Penalty: 5840.665527
	Iteration 47Q: 3 clusters Score -1.778115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 128477 members 
Entering Unmasked Estep 
Score: -17781160.000000 Penalty: 5840.665527
	Iteration 48Q: 3 clusters Score -1.778116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -17781160.000000 Penalty: 5840.665527
	Iteration 49Q: 3 clusters Score -1.778116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 128508 members 
Entering Unmasked Estep 
Score: -17781178.000000 Penalty: 5840.665527
	Iteration 50Q: 3 clusters Score -1.778118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -17781166.000000 Penalty: 5840.665527
	Iteration 51Q: 3 clusters Score -1.778117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -17781190.000000 Penalty: 5840.665527
	Iteration 52Q: 3 clusters Score -1.778119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -17781182.000000 Penalty: 5840.665527
	Iteration 53Q: 3 clusters Score -1.778118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 128546 members 
Entering Unmasked Estep 
Score: -17781188.000000 Penalty: 5840.665527
	Iteration 54Q: 3 clusters Score -1.778119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -17781194.000000 Penalty: 5840.665527
	Iteration 55Q: 3 clusters Score -1.778119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 128560 members 
Entering Unmasked Estep 
Score: -17781194.000000 Penalty: 5840.665527
	Iteration 56Q: 3 clusters Score -1.778119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -17781186.000000 Penalty: 5840.665527
	Iteration 57Q: 3 clusters Score -1.778119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 128565 members 
Entering Unmasked Estep 
Score: -17781182.000000 Penalty: 5840.665527
	Iteration 58Q: 3 clusters Score -1.778118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -17781188.000000 Penalty: 5840.665527
	Iteration 59Q: 3 clusters Score -1.778119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 128573 members 
Entering Unmasked Estep 
Score: -17781180.000000 Penalty: 5840.665527
	Iteration 60F: 3 clusters Score -1.778118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -17781198.000000 Penalty: 5840.665527
	Iteration 61Q: 3 clusters Score -1.77812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -17781200.000000 Penalty: 5840.665527
	Iteration 62Q: 3 clusters Score -1.77812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -17781194.000000 Penalty: 5840.665527
	Iteration 63Q: 3 clusters Score -1.778119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -17781196.000000 Penalty: 5840.665527
	Iteration 64Q: 3 clusters Score -1.77812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -17781196.000000 Penalty: 5840.665527
	Iteration 65Q: 3 clusters Score -1.77812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -17781200.000000 Penalty: 5840.665527
	Iteration 66Q: 3 clusters Score -1.77812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -17781202.000000 Penalty: 5840.665527
	Iteration 67Q: 3 clusters Score -1.77812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -17781200.000000 Penalty: 5840.665527
	Iteration 68Q: 3 clusters Score -1.77812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -17781192.000000 Penalty: 5840.665527
	Iteration 69Q: 3 clusters Score -1.778119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -17781212.000000 Penalty: 5840.665527
	Iteration 70Q: 3 clusters Score -1.778121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -17781216.000000 Penalty: 5840.665527
	Iteration 71Q: 3 clusters Score -1.778122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 128615 members 
Entering Unmasked Estep 
Score: -17781214.000000 Penalty: 5840.665527
	Iteration 72Q: 3 clusters Score -1.778121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -17781214.000000 Penalty: 5840.665527
	Iteration 73Q: 3 clusters Score -1.778121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 128621 members 
Entering Unmasked Estep 
Score: -17781206.000000 Penalty: 5840.665527
	Iteration 74Q: 3 clusters Score -1.778121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 128622 members 
Entering Unmasked Estep 
Score: -17781216.000000 Penalty: 5840.665527
	Iteration 75Q: 3 clusters Score -1.778122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -17781220.000000 Penalty: 5840.665527
	Iteration 76Q: 3 clusters Score -1.778122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 128627 members 
Entering Unmasked Estep 
Score: -17781218.000000 Penalty: 5840.665527
	Iteration 77Q: 3 clusters Score -1.778122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -17781224.000000 Penalty: 5840.665527
	Iteration 78Q: 3 clusters Score -1.778122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -17781228.000000 Penalty: 5840.665527
	Iteration 79Q: 3 clusters Score -1.778123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -17781236.000000 Penalty: 5840.665527
	Iteration 80F: 3 clusters Score -1.778124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -17781226.000000 Penalty: 5840.665527
	Iteration 81Q: 3 clusters Score -1.778123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -17781242.000000 Penalty: 5840.665527
	Iteration 82Q: 3 clusters Score -1.778124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 128654 members 
Entering Unmasked Estep 
Score: -17781232.000000 Penalty: 5840.665527
	Iteration 83Q: 3 clusters Score -1.778123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -17781234.000000 Penalty: 5840.665527
	Iteration 84Q: 3 clusters Score -1.778123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 128670 members 
Entering Unmasked Estep 
Score: -17781256.000000 Penalty: 5840.665527
	Iteration 85Q: 3 clusters Score -1.778126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -17781242.000000 Penalty: 5840.665527
	Iteration 86Q: 3 clusters Score -1.778124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -17781246.000000 Penalty: 5840.665527
	Iteration 87Q: 3 clusters Score -1.778125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -17781242.000000 Penalty: 5840.665527
	Iteration 88Q: 3 clusters Score -1.778124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 128699 members 
Entering Unmasked Estep 
Score: -17781248.000000 Penalty: 5840.665527
	Iteration 89Q: 3 clusters Score -1.778125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -17781244.000000 Penalty: 5840.665527
	Iteration 90Q: 3 clusters Score -1.778124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -17781230.000000 Penalty: 5840.665527
	Iteration 91Q: 3 clusters Score -1.778123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -17781224.000000 Penalty: 5840.665527
	Iteration 92Q: 3 clusters Score -1.778122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 128717 members 
Entering Unmasked Estep 
Score: -17781222.000000 Penalty: 5840.665527
	Iteration 93Q: 3 clusters Score -1.778122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
Score: -17781228.000000 Penalty: 5840.665527
	Iteration 94Q: 3 clusters Score -1.778123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -17781244.000000 Penalty: 5840.665527
	Iteration 95Q: 3 clusters Score -1.778124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 128731 members 
Entering Unmasked Estep 
Score: -17781228.000000 Penalty: 5840.665527
	Iteration 96Q: 3 clusters Score -1.778123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -17781230.000000 Penalty: 5840.665527
	Iteration 97Q: 3 clusters Score -1.778123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -17781230.000000 Penalty: 5840.665527
	Iteration 98Q: 3 clusters Score -1.778123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -17781230.000000 Penalty: 5840.665527
	Iteration 99F: 3 clusters Score -1.778123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Entering Unmasked Estep 
Score: -2678842.750000 Penalty: 2452.152832
	Iteration 0F: 2 clusters Score -2678843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2665009.500000 Penalty: 4904.305664
	Iteration 0F: 3 clusters Score -2665010 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2669755.750000 Penalty: 4904.305664
	Iteration 1F: 3 clusters Score -2669756 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2670204.000000 Penalty: 4904.305664
	Iteration 2F: 3 clusters Score -2670204 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2670628.250000 Penalty: 4904.305664
	Iteration 3Q: 3 clusters Score -2670628 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2671053.500000 Penalty: 4904.305664
	Iteration 4Q: 3 clusters Score -2671054 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2671586.500000 Penalty: 4904.305664
	Iteration 5Q: 3 clusters Score -2671586 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2672323.250000 Penalty: 4904.305664
	Iteration 6F: 3 clusters Score -2672323 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2673331.000000 Penalty: 4904.305664
	Iteration 7F: 3 clusters Score -2673331 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2674501.500000 Penalty: 4904.305664
	Iteration 8F: 3 clusters Score -2674502 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2675523.250000 Penalty: 4904.305664
	Iteration 9F: 3 clusters Score -2675523 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2676336.000000 Penalty: 4904.305664
	Iteration 10F: 3 clusters Score -2676336 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2676957.750000 Penalty: 4904.305664
	Iteration 11Q: 3 clusters Score -2676958 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2677453.000000 Penalty: 4904.305664
	Iteration 12Q: 3 clusters Score -2677453 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2677846.750000 Penalty: 4904.305664
	Iteration 13Q: 3 clusters Score -2677847 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2678121.500000 Penalty: 4904.305664
	Iteration 14Q: 3 clusters Score -2678122 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2678312.250000 Penalty: 4904.305664
	Iteration 15Q: 3 clusters Score -2678312 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2678439.250000 Penalty: 4904.305664
	Iteration 16Q: 3 clusters Score -2678439 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2678529.250000 Penalty: 4904.305664
	Iteration 17Q: 3 clusters Score -2678529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2678585.750000 Penalty: 4904.305664
	Iteration 18Q: 3 clusters Score -2678586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2678634.000000 Penalty: 4904.305664
	Iteration 19Q: 3 clusters Score -2678634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2678650.250000 Penalty: 4904.305664
	Iteration 20F: 3 clusters Score -2678650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2678675.250000 Penalty: 4904.305664
	Iteration 21Q: 3 clusters Score -2678675 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2678682.000000 Penalty: 4904.305664
	Iteration 22Q: 3 clusters Score -2678682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2678694.750000 Penalty: 4904.305664
	Iteration 23Q: 3 clusters Score -2678695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2678705.250000 Penalty: 4904.305664
	Iteration 24Q: 3 clusters Score -2678705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2678725.250000 Penalty: 4904.305664
	Iteration 25Q: 3 clusters Score -2678725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2678727.250000 Penalty: 4904.305664
	Iteration 26Q: 3 clusters Score -2678727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2678741.250000 Penalty: 4904.305664
	Iteration 27Q: 3 clusters Score -2678741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2678746.500000 Penalty: 4904.305664
	Iteration 28Q: 3 clusters Score -2678746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2678743.500000 Penalty: 4904.305664
	Iteration 29Q: 3 clusters Score -2678744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2678761.500000 Penalty: 4904.305664
	Iteration 30Q: 3 clusters Score -2678762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2678778.500000 Penalty: 4904.305664
	Iteration 31Q: 3 clusters Score -2678778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2678785.750000 Penalty: 4904.305664
	Iteration 32Q: 3 clusters Score -2678786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2678797.500000 Penalty: 4904.305664
	Iteration 33Q: 3 clusters Score -2678798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2678809.500000 Penalty: 4904.305664
	Iteration 34Q: 3 clusters Score -2678810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2678817.750000 Penalty: 4904.305664
	Iteration 35Q: 3 clusters Score -2678818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2678834.750000 Penalty: 4904.305664
	Iteration 36Q: 3 clusters Score -2678835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2678851.500000 Penalty: 4904.305664
	Iteration 37Q: 3 clusters Score -2678852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2678893.000000 Penalty: 4904.305664
	Iteration 38Q: 3 clusters Score -2678893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2678919.000000 Penalty: 4904.305664
	Iteration 39Q: 3 clusters Score -2678919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2678937.500000 Penalty: 4904.305664
	Iteration 40F: 3 clusters Score -2678938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2678951.750000 Penalty: 4904.305664
	Iteration 41Q: 3 clusters Score -2678952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2678969.500000 Penalty: 4904.305664
	Iteration 42Q: 3 clusters Score -2678970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2678996.500000 Penalty: 4904.305664
	Iteration 43Q: 3 clusters Score -2678996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2679013.250000 Penalty: 4904.305664
	Iteration 44Q: 3 clusters Score -2679013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2679043.250000 Penalty: 4904.305664
	Iteration 45Q: 3 clusters Score -2679043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2679062.000000 Penalty: 4904.305664
	Iteration 46Q: 3 clusters Score -2679062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2679074.000000 Penalty: 4904.305664
	Iteration 47Q: 3 clusters Score -2679074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2679089.500000 Penalty: 4904.305664
	Iteration 48Q: 3 clusters Score -2679090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2679091.000000 Penalty: 4904.305664
	Iteration 49Q: 3 clusters Score -2679091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2679099.000000 Penalty: 4904.305664
	Iteration 50Q: 3 clusters Score -2679099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2679094.250000 Penalty: 4904.305664
	Iteration 51Q: 3 clusters Score -2679094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2679104.750000 Penalty: 4904.305664
	Iteration 52Q: 3 clusters Score -2679105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2679106.250000 Penalty: 4904.305664
	Iteration 53Q: 3 clusters Score -2679106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2679105.000000 Penalty: 4904.305664
	Iteration 54Q: 3 clusters Score -2679105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2679104.500000 Penalty: 4904.305664
	Iteration 55Q: 3 clusters Score -2679104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2679111.250000 Penalty: 4904.305664
	Iteration 56Q: 3 clusters Score -2679111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2679111.750000 Penalty: 4904.305664
	Iteration 57Q: 3 clusters Score -2679112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2679111.000000 Penalty: 4904.305664
	Iteration 58Q: 3 clusters Score -2679111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2679112.750000 Penalty: 4904.305664
	Iteration 59Q: 3 clusters Score -2679113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2679118.750000 Penalty: 4904.305664
	Iteration 60F: 3 clusters Score -2679119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2679120.250000 Penalty: 4904.305664
	Iteration 61Q: 3 clusters Score -2679120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2679128.250000 Penalty: 4904.305664
	Iteration 62Q: 3 clusters Score -2679128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2679124.750000 Penalty: 4904.305664
	Iteration 63Q: 3 clusters Score -2679125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2679121.250000 Penalty: 4904.305664
	Iteration 64Q: 3 clusters Score -2679121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2679125.500000 Penalty: 4904.305664
	Iteration 65Q: 3 clusters Score -2679126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2679130.500000 Penalty: 4904.305664
	Iteration 66Q: 3 clusters Score -2679130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2679141.750000 Penalty: 4904.305664
	Iteration 67Q: 3 clusters Score -2679142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2679139.000000 Penalty: 4904.305664
	Iteration 68Q: 3 clusters Score -2679139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2679139.500000 Penalty: 4904.305664
	Iteration 69Q: 3 clusters Score -2679140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2679136.750000 Penalty: 4904.305664
	Iteration 70Q: 3 clusters Score -2679137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2679137.250000 Penalty: 4904.305664
	Iteration 71Q: 3 clusters Score -2679137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2679137.250000 Penalty: 4904.305664
	Iteration 72F: 3 clusters Score -2679137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 13134 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 6553 members 
Entering Unmasked Estep 
Score: -134089072.000000 Penalty: 85720.000000
Splitting cluster 7 changes total score from -134089872.000000 to -134089072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -562323.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -562323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -558276.437500 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -558276.4 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -559196.250000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -559196.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -559387.000000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -559387 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -559543.312500 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -559543.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -559693.000000 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -559693 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -559867.625000 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -559867.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560035.375000 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -560035.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -560165.812500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -560165.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -560270.812500 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -560270.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -560359.625000 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -560359.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -560430.312500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -560430.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -560469.500000 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -560469.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -560494.062500 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -560494.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -560518.312500 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -560518.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -560534.375000 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -560534.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -560548.500000 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -560548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -560564.312500 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -560564.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -560576.875000 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -560576.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -560585.687500 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -560585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -560592.625000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -560592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -560600.625000 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -560600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -560605.750000 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -560605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -560612.375000 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -560612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -560619.125000 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -560619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -560624.000000 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -560624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -560627.062500 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -560627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -560628.937500 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -560628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -560633.000000 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -560633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -560638.500000 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -560638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -560639.750000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -560639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -560641.812500 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -560641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -560645.750000 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -560645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -560649.875000 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -560649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -560649.812500 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -560649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -560652.750000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -560652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -560652.875000 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -560652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -560654.437500 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -560654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -560657.250000 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -560657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -560658.562500 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -560658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -560660.750000 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -560660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -560663.187500 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -560663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -560666.750000 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -560666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -560669.187500 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -560669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -560670.187500 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -560670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -560670.812500 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -560670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -560672.500000 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -560672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -560672.500000 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -560672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -560672.875000 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -560672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -560673.312500 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -560673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -560675.562500 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -560675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -560675.562500 Penalty: 4145.666016
	Iteration 50F: 3 clusters Score -560675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Entering Unmasked Estep 
Score: -870567.312500 Penalty: 2189.865723
	Iteration 0F: 2 clusters Score -870567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -864905.500000 Penalty: 4379.731445
	Iteration 0F: 3 clusters Score -864905.5 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -866576.375000 Penalty: 4379.731445
	Iteration 1F: 3 clusters Score -866576.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -866968.625000 Penalty: 4379.731445
	Iteration 2F: 3 clusters Score -866968.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -867273.687500 Penalty: 4379.731445
	Iteration 3F: 3 clusters Score -867273.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -867497.562500 Penalty: 4379.731445
	Iteration 4F: 3 clusters Score -867497.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -867631.625000 Penalty: 4379.731445
	Iteration 5Q: 3 clusters Score -867631.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -867721.562500 Penalty: 4379.731445
	Iteration 6Q: 3 clusters Score -867721.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -867804.125000 Penalty: 4379.731445
	Iteration 7Q: 3 clusters Score -867804.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -867876.125000 Penalty: 4379.731445
	Iteration 8Q: 3 clusters Score -867876.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -867923.125000 Penalty: 4379.731445
	Iteration 9Q: 3 clusters Score -867923.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -867962.437500 Penalty: 4379.731445
	Iteration 10Q: 3 clusters Score -867962.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -868004.875000 Penalty: 4379.731445
	Iteration 11Q: 3 clusters Score -868004.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -868048.562500 Penalty: 4379.731445
	Iteration 12Q: 3 clusters Score -868048.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -868099.125000 Penalty: 4379.731445
	Iteration 13Q: 3 clusters Score -868099.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -868146.750000 Penalty: 4379.731445
	Iteration 14Q: 3 clusters Score -868146.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -868210.437500 Penalty: 4379.731445
	Iteration 15Q: 3 clusters Score -868210.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -868294.500000 Penalty: 4379.731445
	Iteration 16Q: 3 clusters Score -868294.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -868400.250000 Penalty: 4379.731445
	Iteration 17Q: 3 clusters Score -868400.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -868527.625000 Penalty: 4379.731445
	Iteration 18Q: 3 clusters Score -868527.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -868668.312500 Penalty: 4379.731445
	Iteration 19Q: 3 clusters Score -868668.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -868805.000000 Penalty: 4379.731445
	Iteration 20F: 3 clusters Score -868805 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -868970.625000 Penalty: 4379.731445
	Iteration 21Q: 3 clusters Score -868970.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -869083.812500 Penalty: 4379.731445
	Iteration 22Q: 3 clusters Score -869083.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -869143.562500 Penalty: 4379.731445
	Iteration 23Q: 3 clusters Score -869143.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -869182.125000 Penalty: 4379.731445
	Iteration 24Q: 3 clusters Score -869182.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -869217.250000 Penalty: 4379.731445
	Iteration 25Q: 3 clusters Score -869217.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -869244.625000 Penalty: 4379.731445
	Iteration 26Q: 3 clusters Score -869244.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -869263.437500 Penalty: 4379.731445
	Iteration 27Q: 3 clusters Score -869263.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -869283.000000 Penalty: 4379.731445
	Iteration 28Q: 3 clusters Score -869283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -869303.187500 Penalty: 4379.731445
	Iteration 29Q: 3 clusters Score -869303.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -869315.437500 Penalty: 4379.731445
	Iteration 30Q: 3 clusters Score -869315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -869321.625000 Penalty: 4379.731445
	Iteration 31Q: 3 clusters Score -869321.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -869332.562500 Penalty: 4379.731445
	Iteration 32Q: 3 clusters Score -869332.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -869338.875000 Penalty: 4379.731445
	Iteration 33Q: 3 clusters Score -869338.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -869345.312500 Penalty: 4379.731445
	Iteration 34Q: 3 clusters Score -869345.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -869346.000000 Penalty: 4379.731445
	Iteration 35Q: 3 clusters Score -869346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -869348.937500 Penalty: 4379.731445
	Iteration 36Q: 3 clusters Score -869348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -869352.687500 Penalty: 4379.731445
	Iteration 37Q: 3 clusters Score -869352.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -869355.625000 Penalty: 4379.731445
	Iteration 38Q: 3 clusters Score -869355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -869357.812500 Penalty: 4379.731445
	Iteration 39Q: 3 clusters Score -869357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -869357.687500 Penalty: 4379.731445
	Iteration 40F: 3 clusters Score -869357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Entering Unmasked Estep 
Score: -12822113.000000 Penalty: 2839.593750
	Iteration 0F: 2 clusters Score -1.282211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -12759407.000000 Penalty: 5679.187500
	Iteration 0F: 3 clusters Score -1.275941e+07 nChanged 44447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -12784868.000000 Penalty: 5679.187500
	Iteration 1F: 3 clusters Score -1.278487e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -12785787.000000 Penalty: 5679.187500
	Iteration 2Q: 3 clusters Score -1.278579e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -12786678.000000 Penalty: 5679.187500
	Iteration 3Q: 3 clusters Score -1.278668e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -12788345.000000 Penalty: 5679.187500
	Iteration 4Q: 3 clusters Score -1.278834e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -12790895.000000 Penalty: 5679.187500
	Iteration 5Q: 3 clusters Score -1.27909e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -12794887.000000 Penalty: 5679.187500
	Iteration 6F: 3 clusters Score -1.279489e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -12800714.000000 Penalty: 5679.187500
	Iteration 7F: 3 clusters Score -1.280071e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -12806936.000000 Penalty: 5679.187500
	Iteration 8F: 3 clusters Score -1.280694e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -12812361.000000 Penalty: 5679.187500
	Iteration 9F: 3 clusters Score -1.281236e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -12815815.000000 Penalty: 5679.187500
	Iteration 10Q: 3 clusters Score -1.281582e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12817812.000000 Penalty: 5679.187500
	Iteration 11Q: 3 clusters Score -1.281781e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12818768.000000 Penalty: 5679.187500
	Iteration 12Q: 3 clusters Score -1.281877e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -12819270.000000 Penalty: 5679.187500
	Iteration 13Q: 3 clusters Score -1.281927e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12819522.000000 Penalty: 5679.187500
	Iteration 14Q: 3 clusters Score -1.281952e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -12819675.000000 Penalty: 5679.187500
	Iteration 15Q: 3 clusters Score -1.281968e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12819753.000000 Penalty: 5679.187500
	Iteration 16Q: 3 clusters Score -1.281975e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12819813.000000 Penalty: 5679.187500
	Iteration 17Q: 3 clusters Score -1.281981e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12819845.000000 Penalty: 5679.187500
	Iteration 18Q: 3 clusters Score -1.281984e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -12819832.000000 Penalty: 5679.187500
	Iteration 19Q: 3 clusters Score -1.281983e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12819867.000000 Penalty: 5679.187500
	Iteration 20F: 3 clusters Score -1.281987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12819893.000000 Penalty: 5679.187500
	Iteration 21Q: 3 clusters Score -1.281989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12819933.000000 Penalty: 5679.187500
	Iteration 22Q: 3 clusters Score -1.281993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12819929.000000 Penalty: 5679.187500
	Iteration 23Q: 3 clusters Score -1.281993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12819931.000000 Penalty: 5679.187500
	Iteration 24Q: 3 clusters Score -1.281993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12819937.000000 Penalty: 5679.187500
	Iteration 25Q: 3 clusters Score -1.281994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12819946.000000 Penalty: 5679.187500
	Iteration 26Q: 3 clusters Score -1.281995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12819970.000000 Penalty: 5679.187500
	Iteration 27Q: 3 clusters Score -1.281997e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12819975.000000 Penalty: 5679.187500
	Iteration 28Q: 3 clusters Score -1.281998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12819985.000000 Penalty: 5679.187500
	Iteration 29Q: 3 clusters Score -1.281998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12819988.000000 Penalty: 5679.187500
	Iteration 30Q: 3 clusters Score -1.281999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12819993.000000 Penalty: 5679.187500
	Iteration 31Q: 3 clusters Score -1.281999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12819991.000000 Penalty: 5679.187500
	Iteration 32Q: 3 clusters Score -1.281999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12819996.000000 Penalty: 5679.187500
	Iteration 33Q: 3 clusters Score -1.282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12819997.000000 Penalty: 5679.187500
	Iteration 34Q: 3 clusters Score -1.282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -12820002.000000 Penalty: 5679.187500
	Iteration 35Q: 3 clusters Score -1.282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12820001.000000 Penalty: 5679.187500
	Iteration 36Q: 3 clusters Score -1.282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12819998.000000 Penalty: 5679.187500
	Iteration 37Q: 3 clusters Score -1.282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12819999.000000 Penalty: 5679.187500
	Iteration 38Q: 3 clusters Score -1.282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12819991.000000 Penalty: 5679.187500
	Iteration 39Q: 3 clusters Score -1.281999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12819998.000000 Penalty: 5679.187500
	Iteration 40F: 3 clusters Score -1.282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12820003.000000 Penalty: 5679.187500
	Iteration 41Q: 3 clusters Score -1.282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12819999.000000 Penalty: 5679.187500
	Iteration 42Q: 3 clusters Score -1.282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12819995.000000 Penalty: 5679.187500
	Iteration 43Q: 3 clusters Score -1.282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12819995.000000 Penalty: 5679.187500
	Iteration 44F: 3 clusters Score -1.282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Entering Unmasked Estep 
Score: -11861380.000000 Penalty: 2820.734131
	Iteration 0F: 2 clusters Score -1.186138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -11803302.000000 Penalty: 5641.468262
	Iteration 0F: 3 clusters Score -1.18033e+07 nChanged 40914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -11826803.000000 Penalty: 5641.468262
	Iteration 1F: 3 clusters Score -1.18268e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -11827727.000000 Penalty: 5641.468262
	Iteration 2Q: 3 clusters Score -1.182773e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -11829318.000000 Penalty: 5641.468262
	Iteration 3Q: 3 clusters Score -1.182932e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -11831864.000000 Penalty: 5641.468262
	Iteration 4F: 3 clusters Score -1.183186e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -11835701.000000 Penalty: 5641.468262
	Iteration 5F: 3 clusters Score -1.18357e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -11841039.000000 Penalty: 5641.468262
	Iteration 6F: 3 clusters Score -1.184104e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -11846960.000000 Penalty: 5641.468262
	Iteration 7F: 3 clusters Score -1.184696e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -11851857.000000 Penalty: 5641.468262
	Iteration 8F: 3 clusters Score -1.185186e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -11854494.000000 Penalty: 5641.468262
	Iteration 9Q: 3 clusters Score -1.185449e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -11855887.000000 Penalty: 5641.468262
	Iteration 10Q: 3 clusters Score -1.185589e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -11856641.000000 Penalty: 5641.468262
	Iteration 11Q: 3 clusters Score -1.185664e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -11857143.000000 Penalty: 5641.468262
	Iteration 12Q: 3 clusters Score -1.185714e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -11857479.000000 Penalty: 5641.468262
	Iteration 13Q: 3 clusters Score -1.185748e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -11857819.000000 Penalty: 5641.468262
	Iteration 14Q: 3 clusters Score -1.185782e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -11858031.000000 Penalty: 5641.468262
	Iteration 15Q: 3 clusters Score -1.185803e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -11858224.000000 Penalty: 5641.468262
	Iteration 16Q: 3 clusters Score -1.185822e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -11858360.000000 Penalty: 5641.468262
	Iteration 17Q: 3 clusters Score -1.185836e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -11858455.000000 Penalty: 5641.468262
	Iteration 18Q: 3 clusters Score -1.185846e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -11858546.000000 Penalty: 5641.468262
	Iteration 19Q: 3 clusters Score -1.185855e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -11858654.000000 Penalty: 5641.468262
	Iteration 20F: 3 clusters Score -1.185865e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11858749.000000 Penalty: 5641.468262
	Iteration 21Q: 3 clusters Score -1.185875e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -11858819.000000 Penalty: 5641.468262
	Iteration 22Q: 3 clusters Score -1.185882e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -11858852.000000 Penalty: 5641.468262
	Iteration 23Q: 3 clusters Score -1.185885e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -11858877.000000 Penalty: 5641.468262
	Iteration 24Q: 3 clusters Score -1.185888e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -11858915.000000 Penalty: 5641.468262
	Iteration 25Q: 3 clusters Score -1.185892e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -11858938.000000 Penalty: 5641.468262
	Iteration 26Q: 3 clusters Score -1.185894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -11858960.000000 Penalty: 5641.468262
	Iteration 27Q: 3 clusters Score -1.185896e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -11858963.000000 Penalty: 5641.468262
	Iteration 28Q: 3 clusters Score -1.185896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -11858987.000000 Penalty: 5641.468262
	Iteration 29Q: 3 clusters Score -1.185899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -11858993.000000 Penalty: 5641.468262
	Iteration 30Q: 3 clusters Score -1.185899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -11859026.000000 Penalty: 5641.468262
	Iteration 31Q: 3 clusters Score -1.185903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -11859015.000000 Penalty: 5641.468262
	Iteration 32Q: 3 clusters Score -1.185902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -11859039.000000 Penalty: 5641.468262
	Iteration 33Q: 3 clusters Score -1.185904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -11859047.000000 Penalty: 5641.468262
	Iteration 34Q: 3 clusters Score -1.185905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -11859059.000000 Penalty: 5641.468262
	Iteration 35Q: 3 clusters Score -1.185906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -11859073.000000 Penalty: 5641.468262
	Iteration 36Q: 3 clusters Score -1.185907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -11859075.000000 Penalty: 5641.468262
	Iteration 37Q: 3 clusters Score -1.185908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -11859076.000000 Penalty: 5641.468262
	Iteration 38Q: 3 clusters Score -1.185908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -11859080.000000 Penalty: 5641.468262
	Iteration 39Q: 3 clusters Score -1.185908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -11859079.000000 Penalty: 5641.468262
	Iteration 40F: 3 clusters Score -1.185908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -11859077.000000 Penalty: 5641.468262
	Iteration 41Q: 3 clusters Score -1.185908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -11859074.000000 Penalty: 5641.468262
	Iteration 42Q: 3 clusters Score -1.185907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -11859073.000000 Penalty: 5641.468262
	Iteration 43Q: 3 clusters Score -1.185907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -11859075.000000 Penalty: 5641.468262
	Iteration 44Q: 3 clusters Score -1.185908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -11859074.000000 Penalty: 5641.468262
	Iteration 45Q: 3 clusters Score -1.185907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -11859072.000000 Penalty: 5641.468262
	Iteration 46Q: 3 clusters Score -1.185907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -11859077.000000 Penalty: 5641.468262
	Iteration 47Q: 3 clusters Score -1.185908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -11859078.000000 Penalty: 5641.468262
	Iteration 48Q: 3 clusters Score -1.185908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -11859080.000000 Penalty: 5641.468262
	Iteration 49Q: 3 clusters Score -1.185908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -11859086.000000 Penalty: 5641.468262
	Iteration 50Q: 3 clusters Score -1.185909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -11859081.000000 Penalty: 5641.468262
	Iteration 51Q: 3 clusters Score -1.185908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -11859081.000000 Penalty: 5641.468262
	Iteration 52Q: 3 clusters Score -1.185908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -11859080.000000 Penalty: 5641.468262
	Iteration 53Q: 3 clusters Score -1.185908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -11859080.000000 Penalty: 5641.468262
	Iteration 54F: 3 clusters Score -1.185908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -44141.558594 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -44141.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42855.683594 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -42855.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43076.859375 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -43076.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43177.917969 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -43177.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43285.667969 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -43285.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43359.585938 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -43359.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43439.726562 Penalty: 2960.479004
	Iteration 5F: 3 clusters Score -43439.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43499.929688 Penalty: 2960.479004
	Iteration 6F: 3 clusters Score -43499.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43570.339844 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -43570.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43713.187500 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -43713.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -43837.472656 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -43837.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -43861.824219 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -43861.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43870.960938 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -43870.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43878.027344 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -43878.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43885.847656 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -43885.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44004.214844 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -44004.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44025.281250 Penalty: 2960.479004
	Iteration 15Q: 3 clusters Score -44025.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44040.542969 Penalty: 2960.479004
	Iteration 16Q: 3 clusters Score -44040.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44052.410156 Penalty: 2960.479004
	Iteration 17Q: 3 clusters Score -44052.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44053.769531 Penalty: 2960.479004
	Iteration 18F: 3 clusters Score -44053.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -44067.421875 Penalty: 2960.479004
	Iteration 19Q: 3 clusters Score -44067.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44090.484375 Penalty: 2960.479004
	Iteration 20F: 3 clusters Score -44090.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44093.542969 Penalty: 2960.479004
	Iteration 21Q: 3 clusters Score -44093.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44093.542969 Penalty: 2960.479004
	Iteration 22F: 3 clusters Score -44093.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -868234.562500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -868234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -862779.125000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -862779.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -864114.812500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -864114.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -864366.937500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -864366.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -864538.312500 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -864538.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -864652.562500 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -864652.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -864737.750000 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -864737.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -864811.000000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -864811 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -864881.437500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -864881.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -864958.875000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -864958.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -865034.937500 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -865034.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -865097.750000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -865097.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -865153.125000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -865153.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -865198.000000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -865198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -865247.125000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -865247.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -865292.750000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -865292.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -865351.750000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -865351.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -865418.500000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -865418.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -865492.437500 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -865492.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -865579.625000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -865579.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -865678.875000 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -865678.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -865789.062500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -865789.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -865914.625000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -865914.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -866050.750000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -866050.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -866165.375000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -866165.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -866279.000000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -866279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -866374.062500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -866374.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -866445.687500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -866445.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -866490.312500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -866490.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -866521.000000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -866521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -866550.500000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -866550.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -866576.187500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -866576.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -866596.750000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -866596.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -866609.250000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -866609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -866619.875000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -866619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -866631.312500 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -866631.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -866642.625000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -866642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -866651.937500 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -866651.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -866658.812500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -866658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -866659.500000 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -866659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -866666.250000 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -866666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -866668.687500 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -866668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -866673.562500 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -866673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -866675.187500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -866675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -866676.437500 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -866676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -866678.875000 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -866678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -866677.500000 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -866677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -866678.125000 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -866678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -866679.437500 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -866679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -866679.437500 Penalty: 4353.437988
	Iteration 48F: 3 clusters Score -866679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -832796.312500 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -832796.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -827502.125000 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -827502.1 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -828858.875000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -828858.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -829105.937500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -829105.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -829275.625000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -829275.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -829415.062500 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -829415.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -829545.687500 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -829545.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -829639.562500 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -829639.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -829721.312500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -829721.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -829813.562500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -829813.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -829909.062500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -829909.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -830006.500000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -830006.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -830110.000000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -830110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -830213.562500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -830213.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -830307.062500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -830307.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -830368.750000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -830368.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -830426.000000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -830426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -830487.125000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -830487.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -830542.500000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -830542.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -830584.187500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -830584.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -830624.187500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -830624.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -830654.812500 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -830654.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -830684.375000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -830684.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -830707.562500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -830707.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -830722.375000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -830722.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -830740.687500 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -830740.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -830756.500000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -830756.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -830770.562500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -830770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -830788.562500 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -830788.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -830804.812500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -830804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -830818.187500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -830818.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -830835.312500 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -830835.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -830849.125000 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -830849.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -830859.500000 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -830859.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -830869.875000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -830869.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -830878.625000 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -830878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -830884.375000 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -830884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -830889.750000 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -830889.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -830897.000000 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -830897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -830900.625000 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -830900.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -830906.562500 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -830906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -830909.625000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -830909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -830919.625000 Penalty: 4330.262207
	Iteration 41Q: 3 clusters Score -830919.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -830930.875000 Penalty: 4330.262207
	Iteration 42Q: 3 clusters Score -830930.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -830951.562500 Penalty: 4330.262207
	Iteration 43Q: 3 clusters Score -830951.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -830975.562500 Penalty: 4330.262207
	Iteration 44Q: 3 clusters Score -830975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -831006.562500 Penalty: 4330.262207
	Iteration 45Q: 3 clusters Score -831006.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -831047.375000 Penalty: 4330.262207
	Iteration 46Q: 3 clusters Score -831047.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -831090.687500 Penalty: 4330.262207
	Iteration 47Q: 3 clusters Score -831090.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -831131.062500 Penalty: 4330.262207
	Iteration 48Q: 3 clusters Score -831131.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -831160.250000 Penalty: 4330.262207
	Iteration 49Q: 3 clusters Score -831160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -831180.187500 Penalty: 4330.262207
	Iteration 50Q: 3 clusters Score -831180.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -831201.187500 Penalty: 4330.262207
	Iteration 51Q: 3 clusters Score -831201.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -831221.937500 Penalty: 4330.262207
	Iteration 52Q: 3 clusters Score -831221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -831244.062500 Penalty: 4330.262207
	Iteration 53Q: 3 clusters Score -831244.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -831263.437500 Penalty: 4330.262207
	Iteration 54Q: 3 clusters Score -831263.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -831279.687500 Penalty: 4330.262207
	Iteration 55Q: 3 clusters Score -831279.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -831287.187500 Penalty: 4330.262207
	Iteration 56Q: 3 clusters Score -831287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -831295.125000 Penalty: 4330.262207
	Iteration 57Q: 3 clusters Score -831295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -831308.437500 Penalty: 4330.262207
	Iteration 58Q: 3 clusters Score -831308.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -831317.312500 Penalty: 4330.262207
	Iteration 59Q: 3 clusters Score -831317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -831320.187500 Penalty: 4330.262207
	Iteration 60F: 3 clusters Score -831320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -831322.687500 Penalty: 4330.262207
	Iteration 61Q: 3 clusters Score -831322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -831323.125000 Penalty: 4330.262207
	Iteration 62Q: 3 clusters Score -831323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -831323.625000 Penalty: 4330.262207
	Iteration 63Q: 3 clusters Score -831323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -831324.187500 Penalty: 4330.262207
	Iteration 64Q: 3 clusters Score -831324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -831323.437500 Penalty: 4330.262207
	Iteration 65Q: 3 clusters Score -831323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -831324.875000 Penalty: 4330.262207
	Iteration 66Q: 3 clusters Score -831324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -831324.875000 Penalty: 4330.262207
	Iteration 67F: 3 clusters Score -831324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (76031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Entering Unmasked Estep 
Score: -10152889.000000 Penalty: 2787.246338
	Iteration 0F: 2 clusters Score -1.015289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -10101748.000000 Penalty: 5574.492676
	Iteration 0F: 3 clusters Score -1.010175e+07 nChanged 35741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -10121835.000000 Penalty: 5574.492676
	Iteration 1F: 3 clusters Score -1.012184e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -10122463.000000 Penalty: 5574.492676
	Iteration 2Q: 3 clusters Score -1.012246e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -10123191.000000 Penalty: 5574.492676
	Iteration 3Q: 3 clusters Score -1.012319e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -10123974.000000 Penalty: 5574.492676
	Iteration 4Q: 3 clusters Score -1.012397e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -10124998.000000 Penalty: 5574.492676
	Iteration 5Q: 3 clusters Score -1.0125e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -10126695.000000 Penalty: 5574.492676
	Iteration 6Q: 3 clusters Score -1.01267e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -10129214.000000 Penalty: 5574.492676
	Iteration 7F: 3 clusters Score -1.012921e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -10132940.000000 Penalty: 5574.492676
	Iteration 8F: 3 clusters Score -1.013294e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -10137664.000000 Penalty: 5574.492676
	Iteration 9F: 3 clusters Score -1.013766e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -10142152.000000 Penalty: 5574.492676
	Iteration 10F: 3 clusters Score -1.014215e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -10145618.000000 Penalty: 5574.492676
	Iteration 11F: 3 clusters Score -1.014562e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -10147831.000000 Penalty: 5574.492676
	Iteration 12Q: 3 clusters Score -1.014783e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10149025.000000 Penalty: 5574.492676
	Iteration 13Q: 3 clusters Score -1.014902e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10149621.000000 Penalty: 5574.492676
	Iteration 14Q: 3 clusters Score -1.014962e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10149927.000000 Penalty: 5574.492676
	Iteration 15Q: 3 clusters Score -1.014993e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10150088.000000 Penalty: 5574.492676
	Iteration 16Q: 3 clusters Score -1.015009e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10150217.000000 Penalty: 5574.492676
	Iteration 17Q: 3 clusters Score -1.015022e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10150267.000000 Penalty: 5574.492676
	Iteration 18Q: 3 clusters Score -1.015027e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10150313.000000 Penalty: 5574.492676
	Iteration 19Q: 3 clusters Score -1.015031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10150350.000000 Penalty: 5574.492676
	Iteration 20F: 3 clusters Score -1.015035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10150379.000000 Penalty: 5574.492676
	Iteration 21Q: 3 clusters Score -1.015038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10150396.000000 Penalty: 5574.492676
	Iteration 22Q: 3 clusters Score -1.01504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10150421.000000 Penalty: 5574.492676
	Iteration 23Q: 3 clusters Score -1.015042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10150438.000000 Penalty: 5574.492676
	Iteration 24Q: 3 clusters Score -1.015044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10150435.000000 Penalty: 5574.492676
	Iteration 25Q: 3 clusters Score -1.015044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10150444.000000 Penalty: 5574.492676
	Iteration 26Q: 3 clusters Score -1.015044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10150451.000000 Penalty: 5574.492676
	Iteration 27Q: 3 clusters Score -1.015045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10150447.000000 Penalty: 5574.492676
	Iteration 28Q: 3 clusters Score -1.015045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10150450.000000 Penalty: 5574.492676
	Iteration 29Q: 3 clusters Score -1.015045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10150450.000000 Penalty: 5574.492676
	Iteration 30F: 3 clusters Score -1.015045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (190484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190484 members 
Entering Unmasked Estep 
Score: -26089308.000000 Penalty: 3015.016357
	Iteration 0F: 2 clusters Score -2.608931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -25967280.000000 Penalty: 6030.032715
	Iteration 0F: 3 clusters Score -2.596728e+07 nChanged 91565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -26021132.000000 Penalty: 6030.032715
	Iteration 1F: 3 clusters Score -2.602113e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -26022064.000000 Penalty: 6030.032715
	Iteration 2Q: 3 clusters Score -2.602206e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -26023560.000000 Penalty: 6030.032715
	Iteration 3Q: 3 clusters Score -2.602356e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -26026366.000000 Penalty: 6030.032715
	Iteration 4Q: 3 clusters Score -2.602637e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -26031786.000000 Penalty: 6030.032715
	Iteration 5F: 3 clusters Score -2.603179e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -26041632.000000 Penalty: 6030.032715
	Iteration 6F: 3 clusters Score -2.604163e+07 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 156387 members 
Entering Unmasked Estep 
Score: -26056460.000000 Penalty: 6030.032715
	Iteration 7F: 3 clusters Score -2.605646e+07 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 173690 members 
Entering Unmasked Estep 
Score: -26072464.000000 Penalty: 6030.032715
	Iteration 8F: 3 clusters Score -2.607246e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 184725 members 
Entering Unmasked Estep 
Score: -26081660.000000 Penalty: 6030.032715
	Iteration 9F: 3 clusters Score -2.608166e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -26085076.000000 Penalty: 6030.032715
	Iteration 10Q: 3 clusters Score -2.608508e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 190085 members 
Entering Unmasked Estep 
Score: -26086106.000000 Penalty: 6030.032715
	Iteration 11Q: 3 clusters Score -2.608611e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -26086374.000000 Penalty: 6030.032715
	Iteration 12Q: 3 clusters Score -2.608637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -26086466.000000 Penalty: 6030.032715
	Iteration 13Q: 3 clusters Score -2.608647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -26086502.000000 Penalty: 6030.032715
	Iteration 14Q: 3 clusters Score -2.60865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190319 members 
Entering Unmasked Estep 
Score: -26086512.000000 Penalty: 6030.032715
	Iteration 15Q: 3 clusters Score -2.608651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190320 members 
Entering Unmasked Estep 
Score: -26086526.000000 Penalty: 6030.032715
	Iteration 16Q: 3 clusters Score -2.608653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -26086524.000000 Penalty: 6030.032715
	Iteration 17Q: 3 clusters Score -2.608652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -26086526.000000 Penalty: 6030.032715
	Iteration 18Q: 3 clusters Score -2.608653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -26086526.000000 Penalty: 6030.032715
	Iteration 19F: 3 clusters Score -2.608653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -149655.406250 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -149655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -147593.656250 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -147593.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148046.828125 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -148046.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148253.000000 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -148253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -148388.125000 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -148388.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148491.921875 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -148491.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148575.187500 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -148575.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -148628.875000 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -148628.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148667.921875 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -148667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148700.078125 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -148700.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148743.578125 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -148743.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148775.968750 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -148776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148802.109375 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -148802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148823.453125 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -148823.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148837.390625 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -148837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148845.734375 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -148845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148852.906250 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -148852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148858.859375 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -148858.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148866.421875 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -148866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -148881.421875 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -148881.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -148900.812500 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -148900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148916.265625 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -148916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148924.609375 Penalty: 3538.906006
	Iteration 21Q: 3 clusters Score -148924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148946.390625 Penalty: 3538.906006
	Iteration 22Q: 3 clusters Score -148946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148968.359375 Penalty: 3538.906006
	Iteration 23Q: 3 clusters Score -148968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148989.578125 Penalty: 3538.906006
	Iteration 24Q: 3 clusters Score -148989.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149007.078125 Penalty: 3538.906006
	Iteration 25Q: 3 clusters Score -149007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149015.687500 Penalty: 3538.906006
	Iteration 26Q: 3 clusters Score -149015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -149018.031250 Penalty: 3538.906006
	Iteration 27Q: 3 clusters Score -149018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149019.296875 Penalty: 3538.906006
	Iteration 28Q: 3 clusters Score -149019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149020.921875 Penalty: 3538.906006
	Iteration 29Q: 3 clusters Score -149020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149022.515625 Penalty: 3538.906006
	Iteration 30Q: 3 clusters Score -149022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149022.515625 Penalty: 3538.906006
	Iteration 31F: 3 clusters Score -149022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Entering Unmasked Estep 
Score: -4394459.000000 Penalty: 2571.164551
	Iteration 0F: 2 clusters Score -4394459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4372774.000000 Penalty: 5142.329102
	Iteration 0F: 3 clusters Score -4372774 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4380564.000000 Penalty: 5142.329102
	Iteration 1F: 3 clusters Score -4380564 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4381012.500000 Penalty: 5142.329102
	Iteration 2Q: 3 clusters Score -4381012 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4381427.500000 Penalty: 5142.329102
	Iteration 3Q: 3 clusters Score -4381428 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4381884.000000 Penalty: 5142.329102
	Iteration 4Q: 3 clusters Score -4381884 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4382394.500000 Penalty: 5142.329102
	Iteration 5Q: 3 clusters Score -4382394 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4383008.500000 Penalty: 5142.329102
	Iteration 6Q: 3 clusters Score -4383008 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4383790.000000 Penalty: 5142.329102
	Iteration 7Q: 3 clusters Score -4383790 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4384834.000000 Penalty: 5142.329102
	Iteration 8F: 3 clusters Score -4384834 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -4386117.500000 Penalty: 5142.329102
	Iteration 9F: 3 clusters Score -4386118 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4387582.000000 Penalty: 5142.329102
	Iteration 10F: 3 clusters Score -4387582 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4388974.500000 Penalty: 5142.329102
	Iteration 11Q: 3 clusters Score -4388974 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4390106.500000 Penalty: 5142.329102
	Iteration 12Q: 3 clusters Score -4390106 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4390930.000000 Penalty: 5142.329102
	Iteration 13Q: 3 clusters Score -4390930 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4391403.000000 Penalty: 5142.329102
	Iteration 14Q: 3 clusters Score -4391403 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4391681.500000 Penalty: 5142.329102
	Iteration 15Q: 3 clusters Score -4391682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4391854.500000 Penalty: 5142.329102
	Iteration 16Q: 3 clusters Score -4391854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4391975.500000 Penalty: 5142.329102
	Iteration 17Q: 3 clusters Score -4391976 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4392050.500000 Penalty: 5142.329102
	Iteration 18Q: 3 clusters Score -4392050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4392119.500000 Penalty: 5142.329102
	Iteration 19Q: 3 clusters Score -4392120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4392174.500000 Penalty: 5142.329102
	Iteration 20F: 3 clusters Score -4392174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4392226.500000 Penalty: 5142.329102
	Iteration 21Q: 3 clusters Score -4392226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4392274.000000 Penalty: 5142.329102
	Iteration 22Q: 3 clusters Score -4392274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4392313.500000 Penalty: 5142.329102
	Iteration 23Q: 3 clusters Score -4392314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4392338.000000 Penalty: 5142.329102
	Iteration 24Q: 3 clusters Score -4392338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4392365.000000 Penalty: 5142.329102
	Iteration 25Q: 3 clusters Score -4392365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4392374.000000 Penalty: 5142.329102
	Iteration 26Q: 3 clusters Score -4392374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4392387.500000 Penalty: 5142.329102
	Iteration 27Q: 3 clusters Score -4392388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4392389.000000 Penalty: 5142.329102
	Iteration 28Q: 3 clusters Score -4392389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4392402.500000 Penalty: 5142.329102
	Iteration 29Q: 3 clusters Score -4392402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4392409.500000 Penalty: 5142.329102
	Iteration 30Q: 3 clusters Score -4392410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4392422.000000 Penalty: 5142.329102
	Iteration 31Q: 3 clusters Score -4392422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4392426.500000 Penalty: 5142.329102
	Iteration 32Q: 3 clusters Score -4392426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4392426.000000 Penalty: 5142.329102
	Iteration 33Q: 3 clusters Score -4392426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4392433.500000 Penalty: 5142.329102
	Iteration 34Q: 3 clusters Score -4392434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4392436.000000 Penalty: 5142.329102
	Iteration 35Q: 3 clusters Score -4392436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4392432.000000 Penalty: 5142.329102
	Iteration 36Q: 3 clusters Score -4392432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4392437.500000 Penalty: 5142.329102
	Iteration 37Q: 3 clusters Score -4392438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4392437.000000 Penalty: 5142.329102
	Iteration 38Q: 3 clusters Score -4392437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4392442.000000 Penalty: 5142.329102
	Iteration 39Q: 3 clusters Score -4392442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4392444.000000 Penalty: 5142.329102
	Iteration 40F: 3 clusters Score -4392444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4392443.000000 Penalty: 5142.329102
	Iteration 41Q: 3 clusters Score -4392443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4392449.500000 Penalty: 5142.329102
	Iteration 42Q: 3 clusters Score -4392450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4392454.500000 Penalty: 5142.329102
	Iteration 43Q: 3 clusters Score -4392454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4392453.000000 Penalty: 5142.329102
	Iteration 44Q: 3 clusters Score -4392453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4392449.500000 Penalty: 5142.329102
	Iteration 45Q: 3 clusters Score -4392450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4392454.500000 Penalty: 5142.329102
	Iteration 46Q: 3 clusters Score -4392454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4392455.000000 Penalty: 5142.329102
	Iteration 47Q: 3 clusters Score -4392455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4392457.500000 Penalty: 5142.329102
	Iteration 48Q: 3 clusters Score -4392458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4392457.500000 Penalty: 5142.329102
	Iteration 49Q: 3 clusters Score -4392458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4392457.500000 Penalty: 5142.329102
	Iteration 50Q: 3 clusters Score -4392458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4392457.500000 Penalty: 5142.329102
	Iteration 51F: 3 clusters Score -4392458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -189338.062500 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -189338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187116.890625 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -187116.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187858.218750 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -187858.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188243.640625 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -188243.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188570.156250 Penalty: 3635.881104
	Iteration 3F: 3 clusters Score -188570.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188855.328125 Penalty: 3635.881104
	Iteration 4F: 3 clusters Score -188855.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -189212.156250 Penalty: 3635.881104
	Iteration 5F: 3 clusters Score -189212.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189616.296875 Penalty: 3635.881104
	Iteration 6F: 3 clusters Score -189616.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190231.531250 Penalty: 3635.881104
	Iteration 7F: 3 clusters Score -190231.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190617.859375 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -190617.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -190967.953125 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -190968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190991.453125 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -190991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191000.593750 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -191000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191005.625000 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -191005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191014.125000 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -191014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -191023.093750 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -191023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191024.156250 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -191024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191029.750000 Penalty: 3635.881104
	Iteration 16F: 3 clusters Score -191029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191040.937500 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -191040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191044.968750 Penalty: 3635.881104
	Iteration 18Q: 3 clusters Score -191045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191047.828125 Penalty: 3635.881104
	Iteration 19Q: 3 clusters Score -191047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191050.109375 Penalty: 3635.881104
	Iteration 20F: 3 clusters Score -191050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191054.046875 Penalty: 3635.881104
	Iteration 21Q: 3 clusters Score -191054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191059.218750 Penalty: 3635.881104
	Iteration 22Q: 3 clusters Score -191059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -191065.265625 Penalty: 3635.881104
	Iteration 23Q: 3 clusters Score -191065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191079.687500 Penalty: 3635.881104
	Iteration 24Q: 3 clusters Score -191079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191088.890625 Penalty: 3635.881104
	Iteration 25Q: 3 clusters Score -191088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191102.484375 Penalty: 3635.881104
	Iteration 26Q: 3 clusters Score -191102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -191141.140625 Penalty: 3635.881104
	Iteration 27Q: 3 clusters Score -191141.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191216.296875 Penalty: 3635.881104
	Iteration 28Q: 3 clusters Score -191216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191310.500000 Penalty: 3635.881104
	Iteration 29Q: 3 clusters Score -191310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191522.000000 Penalty: 3635.881104
	Iteration 30Q: 3 clusters Score -191522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191744.250000 Penalty: 3635.881104
	Iteration 31Q: 3 clusters Score -191744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191753.171875 Penalty: 3635.881104
	Iteration 32Q: 3 clusters Score -191753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191753.171875 Penalty: 3635.881104
	Iteration 33F: 3 clusters Score -191753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 673 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
Score: -134090760.000000 Penalty: 85720.000000
Splitting cluster 19 changes total score from -134089872.000000 to -134090760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41210.199219 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39829.445312 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39829.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39940.449219 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -39940.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40001.386719 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -40001.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40032.000000 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40046.753906 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40046.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40057.250000 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40057.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40057.250000 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -40057.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -711790.500000 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -711790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -706880.625000 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -706880.6 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -708143.937500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -708143.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -708469.687500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -708469.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -708730.500000 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -708730.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -708984.500000 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -708984.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -709341.500000 Penalty: 4286.024902
	Iteration 5F: 3 clusters Score -709341.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -709751.312500 Penalty: 4286.024902
	Iteration 6F: 3 clusters Score -709751.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -710052.812500 Penalty: 4286.024902
	Iteration 7F: 3 clusters Score -710052.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -710246.125000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -710246.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -710396.062500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -710396.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -710547.000000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -710547 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -710668.812500 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -710668.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -710747.562500 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -710747.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -710821.562500 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -710821.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -710890.875000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -710890.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -710938.000000 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -710938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -710967.187500 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -710967.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -710999.375000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -710999.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -711033.750000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -711033.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -711060.562500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -711060.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -711083.000000 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -711083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -711111.250000 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -711111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -711128.187500 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -711128.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -711140.625000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -711140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -711145.187500 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -711145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -711149.687500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -711149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -711154.000000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -711154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -711155.000000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -711155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -711156.187500 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -711156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -711154.625000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -711154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -711157.937500 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -711157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -711160.750000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -711160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -711161.812500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -711161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -711163.875000 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -711163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -711166.437500 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -711166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -711175.812500 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -711175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -711183.687500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -711183.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -711202.812500 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -711202.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -711220.687500 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -711220.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -711253.562500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -711253.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -711293.375000 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -711293.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -711322.562500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -711322.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -711336.562500 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -711336.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -711344.812500 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -711344.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -711355.000000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -711355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -711360.937500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -711360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -711361.625000 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -711361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -711365.687500 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -711365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -711367.187500 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -711367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -711368.062500 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -711368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -711368.000000 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -711368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -711369.562500 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -711369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -711369.562500 Penalty: 4286.024902
	Iteration 52F: 3 clusters Score -711369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (108485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Entering Unmasked Estep 
Score: -13993126.000000 Penalty: 2875.403076
	Iteration 0F: 2 clusters Score -1.399313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -13920476.000000 Penalty: 5750.806152
	Iteration 0F: 3 clusters Score -1.392048e+07 nChanged 51459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -13950070.000000 Penalty: 5750.806152
	Iteration 1F: 3 clusters Score -1.395007e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -13951050.000000 Penalty: 5750.806152
	Iteration 2Q: 3 clusters Score -1.395105e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -13952336.000000 Penalty: 5750.806152
	Iteration 3Q: 3 clusters Score -1.395234e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -13954004.000000 Penalty: 5750.806152
	Iteration 4Q: 3 clusters Score -1.3954e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -13956388.000000 Penalty: 5750.806152
	Iteration 5Q: 3 clusters Score -1.395639e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -13960139.000000 Penalty: 5750.806152
	Iteration 6F: 3 clusters Score -1.396014e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -13965056.000000 Penalty: 5750.806152
	Iteration 7F: 3 clusters Score -1.396506e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -13970915.000000 Penalty: 5750.806152
	Iteration 8F: 3 clusters Score -1.397092e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -13976268.000000 Penalty: 5750.806152
	Iteration 9F: 3 clusters Score -1.397627e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -13980228.000000 Penalty: 5750.806152
	Iteration 10Q: 3 clusters Score -1.398023e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -13982618.000000 Penalty: 5750.806152
	Iteration 11Q: 3 clusters Score -1.398262e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -13984213.000000 Penalty: 5750.806152
	Iteration 12Q: 3 clusters Score -1.398421e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -13985221.000000 Penalty: 5750.806152
	Iteration 13Q: 3 clusters Score -1.398522e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -13986116.000000 Penalty: 5750.806152
	Iteration 14Q: 3 clusters Score -1.398612e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -13986864.000000 Penalty: 5750.806152
	Iteration 15Q: 3 clusters Score -1.398686e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -13987525.000000 Penalty: 5750.806152
	Iteration 16Q: 3 clusters Score -1.398752e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -13988107.000000 Penalty: 5750.806152
	Iteration 17Q: 3 clusters Score -1.398811e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -13988685.000000 Penalty: 5750.806152
	Iteration 18Q: 3 clusters Score -1.398868e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 102770 members 
Entering Unmasked Estep 
Score: -13989215.000000 Penalty: 5750.806152
	Iteration 19Q: 3 clusters Score -1.398922e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -13989707.000000 Penalty: 5750.806152
	Iteration 20F: 3 clusters Score -1.398971e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -13990106.000000 Penalty: 5750.806152
	Iteration 21Q: 3 clusters Score -1.399011e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -13990510.000000 Penalty: 5750.806152
	Iteration 22Q: 3 clusters Score -1.399051e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -13990853.000000 Penalty: 5750.806152
	Iteration 23Q: 3 clusters Score -1.399085e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -13991084.000000 Penalty: 5750.806152
	Iteration 24Q: 3 clusters Score -1.399108e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -13991332.000000 Penalty: 5750.806152
	Iteration 25Q: 3 clusters Score -1.399133e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -13991535.000000 Penalty: 5750.806152
	Iteration 26Q: 3 clusters Score -1.399154e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -13991674.000000 Penalty: 5750.806152
	Iteration 27Q: 3 clusters Score -1.399167e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -13991754.000000 Penalty: 5750.806152
	Iteration 28Q: 3 clusters Score -1.399175e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -13991837.000000 Penalty: 5750.806152
	Iteration 29Q: 3 clusters Score -1.399184e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -13991907.000000 Penalty: 5750.806152
	Iteration 30Q: 3 clusters Score -1.399191e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -13991943.000000 Penalty: 5750.806152
	Iteration 31Q: 3 clusters Score -1.399194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -13991962.000000 Penalty: 5750.806152
	Iteration 32Q: 3 clusters Score -1.399196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -13991963.000000 Penalty: 5750.806152
	Iteration 33Q: 3 clusters Score -1.399196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -13991974.000000 Penalty: 5750.806152
	Iteration 34Q: 3 clusters Score -1.399197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -13991978.000000 Penalty: 5750.806152
	Iteration 35Q: 3 clusters Score -1.399198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -13991984.000000 Penalty: 5750.806152
	Iteration 36Q: 3 clusters Score -1.399198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -13992001.000000 Penalty: 5750.806152
	Iteration 37Q: 3 clusters Score -1.3992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -13991998.000000 Penalty: 5750.806152
	Iteration 38Q: 3 clusters Score -1.3992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -13992010.000000 Penalty: 5750.806152
	Iteration 39Q: 3 clusters Score -1.399201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -13992009.000000 Penalty: 5750.806152
	Iteration 40F: 3 clusters Score -1.399201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -13992014.000000 Penalty: 5750.806152
	Iteration 41Q: 3 clusters Score -1.399201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -13992022.000000 Penalty: 5750.806152
	Iteration 42Q: 3 clusters Score -1.399202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13992012.000000 Penalty: 5750.806152
	Iteration 43Q: 3 clusters Score -1.399201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -13992009.000000 Penalty: 5750.806152
	Iteration 44Q: 3 clusters Score -1.399201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -13992014.000000 Penalty: 5750.806152
	Iteration 45Q: 3 clusters Score -1.399201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -13992022.000000 Penalty: 5750.806152
	Iteration 46Q: 3 clusters Score -1.399202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -13992013.000000 Penalty: 5750.806152
	Iteration 47Q: 3 clusters Score -1.399201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -13992015.000000 Penalty: 5750.806152
	Iteration 48Q: 3 clusters Score -1.399202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -13992020.000000 Penalty: 5750.806152
	Iteration 49Q: 3 clusters Score -1.399202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -13992017.000000 Penalty: 5750.806152
	Iteration 50Q: 3 clusters Score -1.399202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -13992027.000000 Penalty: 5750.806152
	Iteration 51Q: 3 clusters Score -1.399203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -13992025.000000 Penalty: 5750.806152
	Iteration 52Q: 3 clusters Score -1.399202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -13992032.000000 Penalty: 5750.806152
	Iteration 53Q: 3 clusters Score -1.399203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -13992032.000000 Penalty: 5750.806152
	Iteration 54Q: 3 clusters Score -1.399203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -13992033.000000 Penalty: 5750.806152
	Iteration 55Q: 3 clusters Score -1.399203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -13992038.000000 Penalty: 5750.806152
	Iteration 56Q: 3 clusters Score -1.399204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -13992023.000000 Penalty: 5750.806152
	Iteration 57Q: 3 clusters Score -1.399202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -13992026.000000 Penalty: 5750.806152
	Iteration 58Q: 3 clusters Score -1.399203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -13992041.000000 Penalty: 5750.806152
	Iteration 59Q: 3 clusters Score -1.399204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -13992041.000000 Penalty: 5750.806152
	Iteration 60F: 3 clusters Score -1.399204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -118513.968750 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -118514 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 496 members 
Entering Unmasked Estep 
Score: -116644.976562 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -116645 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117034.085938 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -117034.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117254.320312 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -117254.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117472.773438 Penalty: 3405.999023
	Iteration 3F: 3 clusters Score -117472.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117692.937500 Penalty: 3405.999023
	Iteration 4F: 3 clusters Score -117692.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117951.734375 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -117951.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118268.460938 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -118268.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118321.812500 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -118321.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118349.445312 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -118349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118364.156250 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -118364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118372.554688 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -118372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118382.031250 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -118382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118388.398438 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -118388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118392.296875 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -118392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118395.046875 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -118395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118397.453125 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -118397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118397.453125 Penalty: 3405.999023
	Iteration 16F: 3 clusters Score -118397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130032 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 93899 members 
Mstep: Class 11 contains 87023 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190484 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 673 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108485 members 
Mstep: Class 23 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091160.000000 Penalty: 85720.000000
Iteration 119Q: 26 clusters Score -1.340912e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 30724 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 130124 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 93898 members 
Mstep: Class 11 contains 87024 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189844 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31810 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108497 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091336.000000 Penalty: 85720.000000
Iteration 120F: 26 clusters Score -1.340913e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31002 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 130064 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 93888 members 
Mstep: Class 11 contains 86993 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189626 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31798 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108486 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091752.000000 Penalty: 85720.000000
Iteration 121Q: 26 clusters Score -1.340918e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 129970 members 
Mstep: Class 7 contains 19682 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 93865 members 
Mstep: Class 11 contains 86959 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189547 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108460 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091848.000000 Penalty: 85720.000000
Iteration 122Q: 26 clusters Score -1.340918e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31294 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 129833 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 93853 members 
Mstep: Class 11 contains 86921 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189563 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31801 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108451 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091800.000000 Penalty: 85720.000000
Iteration 123Q: 26 clusters Score -1.340918e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31363 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129675 members 
Mstep: Class 7 contains 19685 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6953 members 
Mstep: Class 10 contains 93838 members 
Mstep: Class 11 contains 86881 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189651 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31797 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108433 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1904 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091944.000000 Penalty: 85720.000000
Iteration 124Q: 26 clusters Score -1.340919e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192085 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31424 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129530 members 
Mstep: Class 7 contains 19692 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6962 members 
Mstep: Class 10 contains 93833 members 
Mstep: Class 11 contains 86861 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189720 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31802 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108422 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1940 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092040.000000 Penalty: 85720.000000
Iteration 125Q: 26 clusters Score -1.34092e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192082 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31446 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129397 members 
Mstep: Class 7 contains 19696 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 93828 members 
Mstep: Class 11 contains 86843 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189799 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 31807 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108409 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092120.000000 Penalty: 85720.000000
Iteration 126Q: 26 clusters Score -1.340921e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31468 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129250 members 
Mstep: Class 7 contains 19703 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 93823 members 
Mstep: Class 11 contains 86831 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189882 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31811 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108388 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2038 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092224.000000 Penalty: 85720.000000
Iteration 127Q: 26 clusters Score -1.340922e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192102 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31491 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 129114 members 
Mstep: Class 7 contains 19710 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 93824 members 
Mstep: Class 11 contains 86809 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 189966 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108377 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092384.000000 Penalty: 85720.000000
Iteration 128Q: 26 clusters Score -1.340924e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31508 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128981 members 
Mstep: Class 7 contains 19713 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 93818 members 
Mstep: Class 11 contains 86806 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76031 members 
Mstep: Class 16 contains 190054 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31806 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108369 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2100 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092336.000000 Penalty: 85720.000000
Iteration 129Q: 26 clusters Score -1.340923e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192116 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31517 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128836 members 
Mstep: Class 7 contains 19715 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 93816 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190164 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31803 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108361 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092328.000000 Penalty: 85720.000000
Iteration 130Q: 26 clusters Score -1.340923e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31529 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128702 members 
Mstep: Class 7 contains 19717 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 93815 members 
Mstep: Class 11 contains 86807 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190268 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31801 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108345 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092360.000000 Penalty: 85720.000000
Iteration 131Q: 26 clusters Score -1.340924e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31540 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128589 members 
Mstep: Class 7 contains 19715 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 93811 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190368 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31802 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108340 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2172 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092264.000000 Penalty: 85720.000000
Iteration 132Q: 26 clusters Score -1.340923e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31552 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128468 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 93805 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190476 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31798 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108330 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092320.000000 Penalty: 85720.000000
Iteration 133Q: 26 clusters Score -1.340923e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31560 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128371 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7020 members 
Mstep: Class 10 contains 93801 members 
Mstep: Class 11 contains 86806 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190556 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31795 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108330 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092472.000000 Penalty: 85720.000000
Iteration 134Q: 26 clusters Score -1.340925e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31558 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128280 members 
Mstep: Class 7 contains 19719 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 93801 members 
Mstep: Class 11 contains 86802 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190629 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31790 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108333 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092392.000000 Penalty: 85720.000000
Iteration 135Q: 26 clusters Score -1.340924e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31570 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128202 members 
Mstep: Class 7 contains 19720 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 93801 members 
Mstep: Class 11 contains 86796 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190692 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31785 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108331 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092432.000000 Penalty: 85720.000000
Iteration 136Q: 26 clusters Score -1.340924e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192105 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31578 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128122 members 
Mstep: Class 7 contains 19722 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 93799 members 
Mstep: Class 11 contains 86790 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 190774 members 
Mstep: Class 17 contains 1258 members 
Mstep: Class 18 contains 31788 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108319 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092504.000000 Penalty: 85720.000000
Iteration 137Q: 26 clusters Score -1.340925e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192103 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31586 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 128035 members 
Mstep: Class 7 contains 19722 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 93797 members 
Mstep: Class 11 contains 86788 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 190847 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31788 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108323 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092592.000000 Penalty: 85720.000000
Iteration 138Q: 26 clusters Score -1.340926e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31590 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127950 members 
Mstep: Class 7 contains 19720 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 93794 members 
Mstep: Class 11 contains 86783 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 190924 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31785 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108324 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2256 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092424.000000 Penalty: 85720.000000
Iteration 139Q: 26 clusters Score -1.340924e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31597 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127878 members 
Mstep: Class 7 contains 19723 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 93794 members 
Mstep: Class 11 contains 86783 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 190988 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31780 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108323 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092504.000000 Penalty: 85720.000000
Iteration 140F: 26 clusters Score -1.340925e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31601 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127812 members 
Mstep: Class 7 contains 19723 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 93795 members 
Mstep: Class 11 contains 86789 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191046 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31777 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108317 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092576.000000 Penalty: 85720.000000
Iteration 141Q: 26 clusters Score -1.340926e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31606 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127747 members 
Mstep: Class 7 contains 19719 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 93794 members 
Mstep: Class 11 contains 86792 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191106 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31774 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108316 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092504.000000 Penalty: 85720.000000
Iteration 142Q: 26 clusters Score -1.340925e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31615 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127689 members 
Mstep: Class 7 contains 19722 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 93788 members 
Mstep: Class 11 contains 86790 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191156 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31775 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108311 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092528.000000 Penalty: 85720.000000
Iteration 143Q: 26 clusters Score -1.340925e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31619 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127621 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 93785 members 
Mstep: Class 11 contains 86794 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191216 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31776 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108308 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092592.000000 Penalty: 85720.000000
Iteration 144Q: 26 clusters Score -1.340926e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192112 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31622 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127536 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 93784 members 
Mstep: Class 11 contains 86796 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191299 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31778 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108303 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092488.000000 Penalty: 85720.000000
Iteration 145Q: 26 clusters Score -1.340925e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31629 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127448 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 93783 members 
Mstep: Class 11 contains 86794 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191379 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31779 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108307 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092544.000000 Penalty: 85720.000000
Iteration 146Q: 26 clusters Score -1.340925e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31632 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127384 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 93786 members 
Mstep: Class 11 contains 86794 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191428 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31781 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108315 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092432.000000 Penalty: 85720.000000
Iteration 147Q: 26 clusters Score -1.340924e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192107 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31637 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127333 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 93789 members 
Mstep: Class 11 contains 86793 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191475 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31782 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108313 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092440.000000 Penalty: 85720.000000
Iteration 148Q: 26 clusters Score -1.340924e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31644 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127268 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 93789 members 
Mstep: Class 11 contains 86794 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191530 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108311 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092408.000000 Penalty: 85720.000000
Iteration 149Q: 26 clusters Score -1.340924e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31654 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127202 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 93795 members 
Mstep: Class 11 contains 86793 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191577 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31788 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108307 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092376.000000 Penalty: 85720.000000
Iteration 150Q: 26 clusters Score -1.340924e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31659 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127142 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 93799 members 
Mstep: Class 11 contains 86790 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191638 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108301 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092336.000000 Penalty: 85720.000000
Iteration 151Q: 26 clusters Score -1.340923e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192123 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31661 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127079 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86792 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191686 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108299 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092320.000000 Penalty: 85720.000000
Iteration 152Q: 26 clusters Score -1.340923e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31664 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 127002 members 
Mstep: Class 7 contains 19731 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 93808 members 
Mstep: Class 11 contains 86798 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191739 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108298 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092264.000000 Penalty: 85720.000000
Iteration 153Q: 26 clusters Score -1.340923e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192142 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31665 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126937 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93807 members 
Mstep: Class 11 contains 86797 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191797 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31782 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108299 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092312.000000 Penalty: 85720.000000
Iteration 154Q: 26 clusters Score -1.340923e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31666 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126883 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86798 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191839 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108301 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092264.000000 Penalty: 85720.000000
Iteration 155Q: 26 clusters Score -1.340923e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192157 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31668 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126841 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93804 members 
Mstep: Class 11 contains 86796 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191877 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31791 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108297 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092224.000000 Penalty: 85720.000000
Iteration 156Q: 26 clusters Score -1.340922e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192161 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126797 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93803 members 
Mstep: Class 11 contains 86804 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191912 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31796 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108287 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092240.000000 Penalty: 85720.000000
Iteration 157Q: 26 clusters Score -1.340922e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126751 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93804 members 
Mstep: Class 11 contains 86804 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191948 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31801 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108286 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134092256.000000 Penalty: 85720.000000
Iteration 158Q: 26 clusters Score -1.340923e+08 nChanged 89
Entering ConstructFrom: 
Score: -134092256.000000 Penalty: 85720.000000
Entering ConstructFrom: 
Trying to split cluster 1 (192167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192167 members 
Entering Unmasked Estep 
Score: -26120334.000000 Penalty: 3017.197998
	Iteration 0F: 2 clusters Score -2.612033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -26019972.000000 Penalty: 6034.395996
	Iteration 0F: 3 clusters Score -2.601997e+07 nChanged 92582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 98569 members 
Entering Unmasked Estep 
Score: -26074574.000000 Penalty: 6034.395996
	Iteration 1F: 3 clusters Score -2.607457e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -26075966.000000 Penalty: 6034.395996
	Iteration 2Q: 3 clusters Score -2.607597e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -26078042.000000 Penalty: 6034.395996
	Iteration 3Q: 3 clusters Score -2.607804e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -26080792.000000 Penalty: 6034.395996
	Iteration 4Q: 3 clusters Score -2.608079e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -26084996.000000 Penalty: 6034.395996
	Iteration 5Q: 3 clusters Score -2.6085e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -26090720.000000 Penalty: 6034.395996
	Iteration 6F: 3 clusters Score -2.609072e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -26098620.000000 Penalty: 6034.395996
	Iteration 7F: 3 clusters Score -2.609862e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 116239 members 
Entering Unmasked Estep 
Score: -26107578.000000 Penalty: 6034.395996
	Iteration 8F: 3 clusters Score -2.610758e+07 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -26115052.000000 Penalty: 6034.395996
	Iteration 9F: 3 clusters Score -2.611505e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -26118930.000000 Penalty: 6034.395996
	Iteration 10Q: 3 clusters Score -2.611893e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -26121028.000000 Penalty: 6034.395996
	Iteration 11Q: 3 clusters Score -2.612103e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -26122572.000000 Penalty: 6034.395996
	Iteration 12Q: 3 clusters Score -2.612257e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -26124274.000000 Penalty: 6034.395996
	Iteration 13Q: 3 clusters Score -2.612427e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -26126012.000000 Penalty: 6034.395996
	Iteration 14Q: 3 clusters Score -2.612601e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -26127666.000000 Penalty: 6034.395996
	Iteration 15Q: 3 clusters Score -2.612767e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -26129282.000000 Penalty: 6034.395996
	Iteration 16Q: 3 clusters Score -2.612928e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -26131252.000000 Penalty: 6034.395996
	Iteration 17Q: 3 clusters Score -2.613125e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -26133026.000000 Penalty: 6034.395996
	Iteration 18Q: 3 clusters Score -2.613303e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -26135000.000000 Penalty: 6034.395996
	Iteration 19Q: 3 clusters Score -2.6135e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -26136776.000000 Penalty: 6034.395996
	Iteration 20F: 3 clusters Score -2.613678e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -26138368.000000 Penalty: 6034.395996
	Iteration 21Q: 3 clusters Score -2.613837e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -26140068.000000 Penalty: 6034.395996
	Iteration 22Q: 3 clusters Score -2.614007e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -26141572.000000 Penalty: 6034.395996
	Iteration 23Q: 3 clusters Score -2.614157e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -26142676.000000 Penalty: 6034.395996
	Iteration 24Q: 3 clusters Score -2.614268e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -26143698.000000 Penalty: 6034.395996
	Iteration 25Q: 3 clusters Score -2.61437e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -26144308.000000 Penalty: 6034.395996
	Iteration 26Q: 3 clusters Score -2.614431e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -26144768.000000 Penalty: 6034.395996
	Iteration 27Q: 3 clusters Score -2.614477e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -26144956.000000 Penalty: 6034.395996
	Iteration 28Q: 3 clusters Score -2.614496e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -26145220.000000 Penalty: 6034.395996
	Iteration 29Q: 3 clusters Score -2.614522e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -26145272.000000 Penalty: 6034.395996
	Iteration 30Q: 3 clusters Score -2.614527e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -26145400.000000 Penalty: 6034.395996
	Iteration 31Q: 3 clusters Score -2.61454e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -26145544.000000 Penalty: 6034.395996
	Iteration 32Q: 3 clusters Score -2.614554e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -26145564.000000 Penalty: 6034.395996
	Iteration 33Q: 3 clusters Score -2.614556e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105565 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -26145584.000000 Penalty: 6034.395996
	Iteration 34Q: 3 clusters Score -2.614558e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -26145614.000000 Penalty: 6034.395996
	Iteration 35Q: 3 clusters Score -2.614561e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -26145562.000000 Penalty: 6034.395996
	Iteration 36Q: 3 clusters Score -2.614556e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -26145552.000000 Penalty: 6034.395996
	Iteration 37Q: 3 clusters Score -2.614555e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -26145544.000000 Penalty: 6034.395996
	Iteration 38Q: 3 clusters Score -2.614554e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -26145534.000000 Penalty: 6034.395996
	Iteration 39Q: 3 clusters Score -2.614553e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -26145556.000000 Penalty: 6034.395996
	Iteration 40F: 3 clusters Score -2.614556e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -26145568.000000 Penalty: 6034.395996
	Iteration 41Q: 3 clusters Score -2.614557e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -26145572.000000 Penalty: 6034.395996
	Iteration 42Q: 3 clusters Score -2.614557e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -26145570.000000 Penalty: 6034.395996
	Iteration 43Q: 3 clusters Score -2.614557e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 44Q: 3 clusters Score -2.614559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -26145608.000000 Penalty: 6034.395996
	Iteration 45Q: 3 clusters Score -2.614561e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -26145600.000000 Penalty: 6034.395996
	Iteration 46Q: 3 clusters Score -2.61456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107681 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -26145612.000000 Penalty: 6034.395996
	Iteration 47Q: 3 clusters Score -2.614561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -26145600.000000 Penalty: 6034.395996
	Iteration 48Q: 3 clusters Score -2.61456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -26145616.000000 Penalty: 6034.395996
	Iteration 49Q: 3 clusters Score -2.614562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -26145596.000000 Penalty: 6034.395996
	Iteration 50Q: 3 clusters Score -2.61456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -26145586.000000 Penalty: 6034.395996
	Iteration 51Q: 3 clusters Score -2.614559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -26145610.000000 Penalty: 6034.395996
	Iteration 52Q: 3 clusters Score -2.614561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -26145612.000000 Penalty: 6034.395996
	Iteration 53Q: 3 clusters Score -2.614561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -26145606.000000 Penalty: 6034.395996
	Iteration 54Q: 3 clusters Score -2.614561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -26145586.000000 Penalty: 6034.395996
	Iteration 55Q: 3 clusters Score -2.614559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -26145582.000000 Penalty: 6034.395996
	Iteration 56Q: 3 clusters Score -2.614558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 57Q: 3 clusters Score -2.614559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 58Q: 3 clusters Score -2.614559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 59Q: 3 clusters Score -2.614559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -26145596.000000 Penalty: 6034.395996
	Iteration 60F: 3 clusters Score -2.61456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -26145596.000000 Penalty: 6034.395996
	Iteration 61Q: 3 clusters Score -2.61456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 62Q: 3 clusters Score -2.614559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 63Q: 3 clusters Score -2.614559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -26145580.000000 Penalty: 6034.395996
	Iteration 64Q: 3 clusters Score -2.614558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -26145598.000000 Penalty: 6034.395996
	Iteration 65Q: 3 clusters Score -2.61456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -26145598.000000 Penalty: 6034.395996
	Iteration 66Q: 3 clusters Score -2.61456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 67Q: 3 clusters Score -2.614559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 68Q: 3 clusters Score -2.614559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -26145594.000000 Penalty: 6034.395996
	Iteration 69Q: 3 clusters Score -2.614559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 70Q: 3 clusters Score -2.614559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 71Q: 3 clusters Score -2.614559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -26145594.000000 Penalty: 6034.395996
	Iteration 72Q: 3 clusters Score -2.614559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -26145576.000000 Penalty: 6034.395996
	Iteration 73Q: 3 clusters Score -2.614558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -26145592.000000 Penalty: 6034.395996
	Iteration 74Q: 3 clusters Score -2.614559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -26145578.000000 Penalty: 6034.395996
	Iteration 75Q: 3 clusters Score -2.614558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -26145586.000000 Penalty: 6034.395996
	Iteration 76Q: 3 clusters Score -2.614559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6034.395996
	Iteration 77Q: 3 clusters Score -2.614559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 78Q: 3 clusters Score -2.614559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -26145590.000000 Penalty: 6034.395996
	Iteration 79Q: 3 clusters Score -2.614559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108068 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -26145594.000000 Penalty: 6034.395996
	Iteration 80F: 3 clusters Score -2.614559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -26145594.000000 Penalty: 6034.395996
	Iteration 81Q: 3 clusters Score -2.614559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -26145592.000000 Penalty: 6034.395996
	Iteration 82Q: 3 clusters Score -2.614559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -26145592.000000 Penalty: 6034.395996
	Iteration 83Q: 3 clusters Score -2.614559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -26145592.000000 Penalty: 6034.395996
	Iteration 84F: 3 clusters Score -2.614559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126698 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191991 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108284 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 84095 members 
Entering Unmasked Estep 
Score: -134116552.000000 Penalty: 89148.804688
Splitting cluster 1 changes total score from -134092256.000000 to -134116552.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -266625.937500 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -266625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -263924.500000 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -263924.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -264727.687500 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -264727.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265343.187500 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -265343.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -265904.375000 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -265904.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -266301.031250 Penalty: 3800.350830
	Iteration 4F: 3 clusters Score -266301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266538.531250 Penalty: 3800.350830
	Iteration 5F: 3 clusters Score -266538.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -266707.625000 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -266707.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266820.187500 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -266820.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -266869.250000 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -266869.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -266896.625000 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -266896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -266906.937500 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -266906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -266917.468750 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -266917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266930.312500 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -266930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -266940.375000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -266940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266948.343750 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -266948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266955.312500 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -266955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -266965.343750 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -266965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266998.656250 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -266998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267046.500000 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -267046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -267149.406250 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -267149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267257.031250 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -267257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -267290.593750 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -267290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -267294.687500 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -267294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267295.375000 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -267295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -267296.593750 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -267296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267297.281250 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -267297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -267297.781250 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -267297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -267297.781250 Penalty: 3800.350830
	Iteration 27F: 3 clusters Score -267297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126698 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191991 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108284 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 84095 members 
Mstep: Class 27 contains 1229 members 
Entering Unmasked Estep 
Score: -134115272.000000 Penalty: 92577.601562
Splitting cluster 2 changes total score from -134092256.000000 to -134115272.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (31671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Entering Unmasked Estep 
Score: -4263868.000000 Penalty: 2570.062744
	Iteration 0F: 2 clusters Score -4263868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4242248.500000 Penalty: 5140.125488
	Iteration 0F: 3 clusters Score -4242248 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4249816.000000 Penalty: 5140.125488
	Iteration 1F: 3 clusters Score -4249816 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4250177.500000 Penalty: 5140.125488
	Iteration 2Q: 3 clusters Score -4250178 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4250470.500000 Penalty: 5140.125488
	Iteration 3Q: 3 clusters Score -4250470 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4250725.500000 Penalty: 5140.125488
	Iteration 4Q: 3 clusters Score -4250726 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4251014.500000 Penalty: 5140.125488
	Iteration 5Q: 3 clusters Score -4251014 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4251397.500000 Penalty: 5140.125488
	Iteration 6Q: 3 clusters Score -4251398 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4251894.500000 Penalty: 5140.125488
	Iteration 7Q: 3 clusters Score -4251894 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4252756.500000 Penalty: 5140.125488
	Iteration 8Q: 3 clusters Score -4252756 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -4254074.000000 Penalty: 5140.125488
	Iteration 9F: 3 clusters Score -4254074 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4255863.000000 Penalty: 5140.125488
	Iteration 10F: 3 clusters Score -4255863 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4257914.000000 Penalty: 5140.125488
	Iteration 11F: 3 clusters Score -4257914 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4259685.500000 Penalty: 5140.125488
	Iteration 12F: 3 clusters Score -4259686 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4260762.000000 Penalty: 5140.125488
	Iteration 13Q: 3 clusters Score -4260762 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4261240.000000 Penalty: 5140.125488
	Iteration 14Q: 3 clusters Score -4261240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4261450.000000 Penalty: 5140.125488
	Iteration 15Q: 3 clusters Score -4261450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4261524.000000 Penalty: 5140.125488
	Iteration 16Q: 3 clusters Score -4261524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4261567.000000 Penalty: 5140.125488
	Iteration 17Q: 3 clusters Score -4261567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4261585.000000 Penalty: 5140.125488
	Iteration 18Q: 3 clusters Score -4261585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4261599.000000 Penalty: 5140.125488
	Iteration 19Q: 3 clusters Score -4261599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4261604.000000 Penalty: 5140.125488
	Iteration 20F: 3 clusters Score -4261604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4261610.000000 Penalty: 5140.125488
	Iteration 21Q: 3 clusters Score -4261610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4261610.500000 Penalty: 5140.125488
	Iteration 22Q: 3 clusters Score -4261610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4261615.500000 Penalty: 5140.125488
	Iteration 23Q: 3 clusters Score -4261616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4261619.500000 Penalty: 5140.125488
	Iteration 24Q: 3 clusters Score -4261620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4261619.500000 Penalty: 5140.125488
	Iteration 25F: 3 clusters Score -4261620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -1328757.125000 Penalty: 2294.629395
	Iteration 0F: 2 clusters Score -1328757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1320748.875000 Penalty: 4589.258789
	Iteration 0F: 3 clusters Score -1320749 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1323126.875000 Penalty: 4589.258789
	Iteration 1F: 3 clusters Score -1323127 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1323484.625000 Penalty: 4589.258789
	Iteration 2F: 3 clusters Score -1323485 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1323769.375000 Penalty: 4589.258789
	Iteration 3F: 3 clusters Score -1323769 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1324053.250000 Penalty: 4589.258789
	Iteration 4Q: 3 clusters Score -1324053 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1324355.125000 Penalty: 4589.258789
	Iteration 5Q: 3 clusters Score -1324355 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1324707.250000 Penalty: 4589.258789
	Iteration 6Q: 3 clusters Score -1324707 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1325020.250000 Penalty: 4589.258789
	Iteration 7Q: 3 clusters Score -1325020 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1325324.500000 Penalty: 4589.258789
	Iteration 8Q: 3 clusters Score -1325324 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1325555.750000 Penalty: 4589.258789
	Iteration 9Q: 3 clusters Score -1325556 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1325752.000000 Penalty: 4589.258789
	Iteration 10Q: 3 clusters Score -1325752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1325917.375000 Penalty: 4589.258789
	Iteration 11Q: 3 clusters Score -1325917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1326070.500000 Penalty: 4589.258789
	Iteration 12Q: 3 clusters Score -1326070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1326229.625000 Penalty: 4589.258789
	Iteration 13Q: 3 clusters Score -1326230 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1326447.000000 Penalty: 4589.258789
	Iteration 14Q: 3 clusters Score -1326447 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1326642.250000 Penalty: 4589.258789
	Iteration 15Q: 3 clusters Score -1326642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1326774.375000 Penalty: 4589.258789
	Iteration 16Q: 3 clusters Score -1326774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1326834.625000 Penalty: 4589.258789
	Iteration 17Q: 3 clusters Score -1326835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1326875.625000 Penalty: 4589.258789
	Iteration 18Q: 3 clusters Score -1326876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1326910.500000 Penalty: 4589.258789
	Iteration 19Q: 3 clusters Score -1326910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1326940.625000 Penalty: 4589.258789
	Iteration 20F: 3 clusters Score -1326941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1326954.125000 Penalty: 4589.258789
	Iteration 21Q: 3 clusters Score -1326954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1326974.875000 Penalty: 4589.258789
	Iteration 22Q: 3 clusters Score -1326975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1326985.625000 Penalty: 4589.258789
	Iteration 23Q: 3 clusters Score -1326986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1326993.625000 Penalty: 4589.258789
	Iteration 24Q: 3 clusters Score -1326994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1327004.125000 Penalty: 4589.258789
	Iteration 25Q: 3 clusters Score -1327004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1327020.625000 Penalty: 4589.258789
	Iteration 26Q: 3 clusters Score -1327021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1327023.500000 Penalty: 4589.258789
	Iteration 27Q: 3 clusters Score -1327024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1327031.875000 Penalty: 4589.258789
	Iteration 28Q: 3 clusters Score -1327032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1327035.250000 Penalty: 4589.258789
	Iteration 29Q: 3 clusters Score -1327035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1327043.750000 Penalty: 4589.258789
	Iteration 30Q: 3 clusters Score -1327044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1327052.625000 Penalty: 4589.258789
	Iteration 31Q: 3 clusters Score -1327053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1327056.125000 Penalty: 4589.258789
	Iteration 32Q: 3 clusters Score -1327056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1327062.375000 Penalty: 4589.258789
	Iteration 33Q: 3 clusters Score -1327062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1327068.500000 Penalty: 4589.258789
	Iteration 34Q: 3 clusters Score -1327068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1327070.750000 Penalty: 4589.258789
	Iteration 35Q: 3 clusters Score -1327071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1327073.125000 Penalty: 4589.258789
	Iteration 36Q: 3 clusters Score -1327073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1327079.875000 Penalty: 4589.258789
	Iteration 37Q: 3 clusters Score -1327080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1327083.375000 Penalty: 4589.258789
	Iteration 38Q: 3 clusters Score -1327083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1327086.500000 Penalty: 4589.258789
	Iteration 39Q: 3 clusters Score -1327086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1327090.750000 Penalty: 4589.258789
	Iteration 40F: 3 clusters Score -1327091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1327092.750000 Penalty: 4589.258789
	Iteration 41Q: 3 clusters Score -1327093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1327092.625000 Penalty: 4589.258789
	Iteration 42Q: 3 clusters Score -1327093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1327093.375000 Penalty: 4589.258789
	Iteration 43Q: 3 clusters Score -1327093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1327094.125000 Penalty: 4589.258789
	Iteration 44Q: 3 clusters Score -1327094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1327097.375000 Penalty: 4589.258789
	Iteration 45Q: 3 clusters Score -1327097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1327097.500000 Penalty: 4589.258789
	Iteration 46Q: 3 clusters Score -1327098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1327102.000000 Penalty: 4589.258789
	Iteration 47Q: 3 clusters Score -1327102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1327105.250000 Penalty: 4589.258789
	Iteration 48Q: 3 clusters Score -1327105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1327104.000000 Penalty: 4589.258789
	Iteration 49Q: 3 clusters Score -1327104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1327112.000000 Penalty: 4589.258789
	Iteration 50Q: 3 clusters Score -1327112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1327116.250000 Penalty: 4589.258789
	Iteration 51Q: 3 clusters Score -1327116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1327126.750000 Penalty: 4589.258789
	Iteration 52Q: 3 clusters Score -1327127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1327131.875000 Penalty: 4589.258789
	Iteration 53Q: 3 clusters Score -1327132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1327136.250000 Penalty: 4589.258789
	Iteration 54Q: 3 clusters Score -1327136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1327142.125000 Penalty: 4589.258789
	Iteration 55Q: 3 clusters Score -1327142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1327148.625000 Penalty: 4589.258789
	Iteration 56Q: 3 clusters Score -1327149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1327145.500000 Penalty: 4589.258789
	Iteration 57Q: 3 clusters Score -1327146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1327151.250000 Penalty: 4589.258789
	Iteration 58Q: 3 clusters Score -1327151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1327156.500000 Penalty: 4589.258789
	Iteration 59Q: 3 clusters Score -1327156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1327157.750000 Penalty: 4589.258789
	Iteration 60F: 3 clusters Score -1327158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1327161.500000 Penalty: 4589.258789
	Iteration 61Q: 3 clusters Score -1327162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1327164.875000 Penalty: 4589.258789
	Iteration 62Q: 3 clusters Score -1327165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1327169.625000 Penalty: 4589.258789
	Iteration 63Q: 3 clusters Score -1327170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1327170.750000 Penalty: 4589.258789
	Iteration 64Q: 3 clusters Score -1327171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1327173.375000 Penalty: 4589.258789
	Iteration 65Q: 3 clusters Score -1327173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1327174.750000 Penalty: 4589.258789
	Iteration 66Q: 3 clusters Score -1327175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1327182.375000 Penalty: 4589.258789
	Iteration 67Q: 3 clusters Score -1327182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1327183.625000 Penalty: 4589.258789
	Iteration 68Q: 3 clusters Score -1327184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1327187.125000 Penalty: 4589.258789
	Iteration 69Q: 3 clusters Score -1327187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1327186.750000 Penalty: 4589.258789
	Iteration 70Q: 3 clusters Score -1327187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1327186.250000 Penalty: 4589.258789
	Iteration 71Q: 3 clusters Score -1327186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1327187.000000 Penalty: 4589.258789
	Iteration 72Q: 3 clusters Score -1327187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1327189.375000 Penalty: 4589.258789
	Iteration 73Q: 3 clusters Score -1327189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1327190.750000 Penalty: 4589.258789
	Iteration 74Q: 3 clusters Score -1327191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1327195.500000 Penalty: 4589.258789
	Iteration 75Q: 3 clusters Score -1327196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1327195.250000 Penalty: 4589.258789
	Iteration 76Q: 3 clusters Score -1327195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1327197.375000 Penalty: 4589.258789
	Iteration 77Q: 3 clusters Score -1327197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1327197.375000 Penalty: 4589.258789
	Iteration 78Q: 3 clusters Score -1327197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1327198.625000 Penalty: 4589.258789
	Iteration 79Q: 3 clusters Score -1327199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1327199.000000 Penalty: 4589.258789
	Iteration 80F: 3 clusters Score -1327199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1327200.750000 Penalty: 4589.258789
	Iteration 81Q: 3 clusters Score -1327201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1327202.250000 Penalty: 4589.258789
	Iteration 82Q: 3 clusters Score -1327202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1327203.250000 Penalty: 4589.258789
	Iteration 83Q: 3 clusters Score -1327203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1327204.750000 Penalty: 4589.258789
	Iteration 84Q: 3 clusters Score -1327205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1327209.250000 Penalty: 4589.258789
	Iteration 85Q: 3 clusters Score -1327209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1327209.875000 Penalty: 4589.258789
	Iteration 86Q: 3 clusters Score -1327210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1327209.250000 Penalty: 4589.258789
	Iteration 87Q: 3 clusters Score -1327209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1327210.750000 Penalty: 4589.258789
	Iteration 88Q: 3 clusters Score -1327211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1327210.750000 Penalty: 4589.258789
	Iteration 89Q: 3 clusters Score -1327211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1327211.625000 Penalty: 4589.258789
	Iteration 90Q: 3 clusters Score -1327212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1327211.000000 Penalty: 4589.258789
	Iteration 91Q: 3 clusters Score -1327211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1327213.125000 Penalty: 4589.258789
	Iteration 92Q: 3 clusters Score -1327213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1327213.000000 Penalty: 4589.258789
	Iteration 93Q: 3 clusters Score -1327213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1327214.500000 Penalty: 4589.258789
	Iteration 94Q: 3 clusters Score -1327214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1327214.750000 Penalty: 4589.258789
	Iteration 95Q: 3 clusters Score -1327215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1327217.250000 Penalty: 4589.258789
	Iteration 96Q: 3 clusters Score -1327217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1327219.250000 Penalty: 4589.258789
	Iteration 97Q: 3 clusters Score -1327219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1327222.875000 Penalty: 4589.258789
	Iteration 98Q: 3 clusters Score -1327223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1327227.750000 Penalty: 4589.258789
	Iteration 99Q: 3 clusters Score -1327228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1327230.125000 Penalty: 4589.258789
	Iteration 100F: 3 clusters Score -1327230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1327231.750000 Penalty: 4589.258789
	Iteration 101Q: 3 clusters Score -1327232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1327233.500000 Penalty: 4589.258789
	Iteration 102Q: 3 clusters Score -1327234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1327236.500000 Penalty: 4589.258789
	Iteration 103Q: 3 clusters Score -1327236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1327237.875000 Penalty: 4589.258789
	Iteration 104Q: 3 clusters Score -1327238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1327242.000000 Penalty: 4589.258789
	Iteration 105Q: 3 clusters Score -1327242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1327244.000000 Penalty: 4589.258789
	Iteration 106Q: 3 clusters Score -1327244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1327247.250000 Penalty: 4589.258789
	Iteration 107Q: 3 clusters Score -1327247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1327247.875000 Penalty: 4589.258789
	Iteration 108Q: 3 clusters Score -1327248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1327249.375000 Penalty: 4589.258789
	Iteration 109Q: 3 clusters Score -1327249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1327249.500000 Penalty: 4589.258789
	Iteration 110Q: 3 clusters Score -1327250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1327249.750000 Penalty: 4589.258789
	Iteration 111Q: 3 clusters Score -1327250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1327254.125000 Penalty: 4589.258789
	Iteration 112Q: 3 clusters Score -1327254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1327256.000000 Penalty: 4589.258789
	Iteration 113Q: 3 clusters Score -1327256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1327259.625000 Penalty: 4589.258789
	Iteration 114Q: 3 clusters Score -1327260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1327258.125000 Penalty: 4589.258789
	Iteration 115Q: 3 clusters Score -1327258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1327259.000000 Penalty: 4589.258789
	Iteration 116Q: 3 clusters Score -1327259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1327258.875000 Penalty: 4589.258789
	Iteration 117Q: 3 clusters Score -1327259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1327254.625000 Penalty: 4589.258789
	Iteration 118Q: 3 clusters Score -1327255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1327256.375000 Penalty: 4589.258789
	Iteration 119Q: 3 clusters Score -1327256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1327254.500000 Penalty: 4589.258789
	Iteration 120F: 3 clusters Score -1327254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1327254.500000 Penalty: 4589.258789
	Iteration 121Q: 3 clusters Score -1327254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1327254.500000 Penalty: 4589.258789
	Iteration 122F: 3 clusters Score -1327254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -323343.250000 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -323343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -320538.437500 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -320538.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321058.000000 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -321058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321206.906250 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -321206.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321311.218750 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -321311.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321368.562500 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -321368.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321395.437500 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -321395.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321415.000000 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -321415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321428.812500 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -321428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -321440.281250 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -321440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321451.468750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -321451.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321462.968750 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -321463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -321471.562500 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -321471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -321482.343750 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -321482.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -321494.968750 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -321495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321503.968750 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -321504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321512.812500 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -321512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -321520.156250 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -321520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321525.343750 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -321525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -321530.218750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -321530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321532.531250 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -321532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -321534.343750 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -321534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -321535.687500 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -321535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -321537.781250 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -321537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -321541.625000 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -321541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -321544.750000 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -321544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -321546.718750 Penalty: 3862.541504
	Iteration 25Q: 3 clusters Score -321546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -321547.750000 Penalty: 3862.541504
	Iteration 26Q: 3 clusters Score -321547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321550.468750 Penalty: 3862.541504
	Iteration 27Q: 3 clusters Score -321550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -321551.968750 Penalty: 3862.541504
	Iteration 28Q: 3 clusters Score -321552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321553.062500 Penalty: 3862.541504
	Iteration 29Q: 3 clusters Score -321553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -321554.031250 Penalty: 3862.541504
	Iteration 30Q: 3 clusters Score -321554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321555.875000 Penalty: 3862.541504
	Iteration 31Q: 3 clusters Score -321555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -321555.968750 Penalty: 3862.541504
	Iteration 32Q: 3 clusters Score -321556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -321557.406250 Penalty: 3862.541504
	Iteration 33Q: 3 clusters Score -321557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321557.687500 Penalty: 3862.541504
	Iteration 34Q: 3 clusters Score -321557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321557.687500 Penalty: 3862.541504
	Iteration 35F: 3 clusters Score -321557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Entering Unmasked Estep 
Score: -17325190.000000 Penalty: 2913.891113
	Iteration 0F: 2 clusters Score -1.732519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -17240912.000000 Penalty: 5827.782227
	Iteration 0F: 3 clusters Score -1.724091e+07 nChanged 60312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -17276332.000000 Penalty: 5827.782227
	Iteration 1F: 3 clusters Score -1.727633e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -17277968.000000 Penalty: 5827.782227
	Iteration 2Q: 3 clusters Score -1.727797e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -17280338.000000 Penalty: 5827.782227
	Iteration 3Q: 3 clusters Score -1.728034e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -17283888.000000 Penalty: 5827.782227
	Iteration 4F: 3 clusters Score -1.728389e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -17289066.000000 Penalty: 5827.782227
	Iteration 5F: 3 clusters Score -1.728907e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -17296116.000000 Penalty: 5827.782227
	Iteration 6F: 3 clusters Score -1.729612e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -17303700.000000 Penalty: 5827.782227
	Iteration 7F: 3 clusters Score -1.73037e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -17309640.000000 Penalty: 5827.782227
	Iteration 8F: 3 clusters Score -1.730964e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -17313574.000000 Penalty: 5827.782227
	Iteration 9Q: 3 clusters Score -1.731357e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -17315936.000000 Penalty: 5827.782227
	Iteration 10Q: 3 clusters Score -1.731594e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 111349 members 
Entering Unmasked Estep 
Score: -17317580.000000 Penalty: 5827.782227
	Iteration 11Q: 3 clusters Score -1.731758e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -17318946.000000 Penalty: 5827.782227
	Iteration 12Q: 3 clusters Score -1.731895e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -17320250.000000 Penalty: 5827.782227
	Iteration 13Q: 3 clusters Score -1.732025e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -17321220.000000 Penalty: 5827.782227
	Iteration 14Q: 3 clusters Score -1.732122e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 117619 members 
Entering Unmasked Estep 
Score: -17322206.000000 Penalty: 5827.782227
	Iteration 15Q: 3 clusters Score -1.732221e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -17322726.000000 Penalty: 5827.782227
	Iteration 16Q: 3 clusters Score -1.732273e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 119250 members 
Entering Unmasked Estep 
Score: -17323150.000000 Penalty: 5827.782227
	Iteration 17Q: 3 clusters Score -1.732315e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -17323438.000000 Penalty: 5827.782227
	Iteration 18Q: 3 clusters Score -1.732344e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -17323644.000000 Penalty: 5827.782227
	Iteration 19Q: 3 clusters Score -1.732364e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 120786 members 
Entering Unmasked Estep 
Score: -17323832.000000 Penalty: 5827.782227
	Iteration 20F: 3 clusters Score -1.732383e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 121211 members 
Entering Unmasked Estep 
Score: -17323908.000000 Penalty: 5827.782227
	Iteration 21Q: 3 clusters Score -1.732391e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -17323988.000000 Penalty: 5827.782227
	Iteration 22Q: 3 clusters Score -1.732399e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -17324058.000000 Penalty: 5827.782227
	Iteration 23Q: 3 clusters Score -1.732406e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -17324174.000000 Penalty: 5827.782227
	Iteration 24Q: 3 clusters Score -1.732417e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -17324268.000000 Penalty: 5827.782227
	Iteration 25Q: 3 clusters Score -1.732427e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -17324300.000000 Penalty: 5827.782227
	Iteration 26Q: 3 clusters Score -1.73243e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -17324352.000000 Penalty: 5827.782227
	Iteration 27Q: 3 clusters Score -1.732435e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -17324374.000000 Penalty: 5827.782227
	Iteration 28Q: 3 clusters Score -1.732437e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -17324354.000000 Penalty: 5827.782227
	Iteration 29Q: 3 clusters Score -1.732435e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -17324400.000000 Penalty: 5827.782227
	Iteration 30Q: 3 clusters Score -1.73244e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -17324372.000000 Penalty: 5827.782227
	Iteration 31Q: 3 clusters Score -1.732437e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 123607 members 
Entering Unmasked Estep 
Score: -17324406.000000 Penalty: 5827.782227
	Iteration 32Q: 3 clusters Score -1.732441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -17324388.000000 Penalty: 5827.782227
	Iteration 33Q: 3 clusters Score -1.732439e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 123790 members 
Entering Unmasked Estep 
Score: -17324430.000000 Penalty: 5827.782227
	Iteration 34Q: 3 clusters Score -1.732443e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -17324458.000000 Penalty: 5827.782227
	Iteration 35Q: 3 clusters Score -1.732446e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -17324464.000000 Penalty: 5827.782227
	Iteration 36Q: 3 clusters Score -1.732446e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -17324492.000000 Penalty: 5827.782227
	Iteration 37Q: 3 clusters Score -1.732449e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -17324484.000000 Penalty: 5827.782227
	Iteration 38Q: 3 clusters Score -1.732448e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -17324498.000000 Penalty: 5827.782227
	Iteration 39Q: 3 clusters Score -1.73245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -17324494.000000 Penalty: 5827.782227
	Iteration 40F: 3 clusters Score -1.732449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -17324518.000000 Penalty: 5827.782227
	Iteration 41Q: 3 clusters Score -1.732452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -17324544.000000 Penalty: 5827.782227
	Iteration 42Q: 3 clusters Score -1.732454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -17324546.000000 Penalty: 5827.782227
	Iteration 43Q: 3 clusters Score -1.732455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -17324542.000000 Penalty: 5827.782227
	Iteration 44Q: 3 clusters Score -1.732454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -17324548.000000 Penalty: 5827.782227
	Iteration 45Q: 3 clusters Score -1.732455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -17324558.000000 Penalty: 5827.782227
	Iteration 46Q: 3 clusters Score -1.732456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 124375 members 
Entering Unmasked Estep 
Score: -17324554.000000 Penalty: 5827.782227
	Iteration 47Q: 3 clusters Score -1.732455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 124384 members 
Entering Unmasked Estep 
Score: -17324574.000000 Penalty: 5827.782227
	Iteration 48Q: 3 clusters Score -1.732457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -17324564.000000 Penalty: 5827.782227
	Iteration 49Q: 3 clusters Score -1.732456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -17324552.000000 Penalty: 5827.782227
	Iteration 50Q: 3 clusters Score -1.732455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -17324554.000000 Penalty: 5827.782227
	Iteration 51Q: 3 clusters Score -1.732455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -17324544.000000 Penalty: 5827.782227
	Iteration 52Q: 3 clusters Score -1.732454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -17324552.000000 Penalty: 5827.782227
	Iteration 53Q: 3 clusters Score -1.732455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -17324564.000000 Penalty: 5827.782227
	Iteration 54Q: 3 clusters Score -1.732456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -17324558.000000 Penalty: 5827.782227
	Iteration 55Q: 3 clusters Score -1.732456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -17324540.000000 Penalty: 5827.782227
	Iteration 56Q: 3 clusters Score -1.732454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 124463 members 
Entering Unmasked Estep 
Score: -17324544.000000 Penalty: 5827.782227
	Iteration 57Q: 3 clusters Score -1.732454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 124470 members 
Entering Unmasked Estep 
Score: -17324542.000000 Penalty: 5827.782227
	Iteration 58Q: 3 clusters Score -1.732454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -17324544.000000 Penalty: 5827.782227
	Iteration 59Q: 3 clusters Score -1.732454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -17324540.000000 Penalty: 5827.782227
	Iteration 60F: 3 clusters Score -1.732454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -17324538.000000 Penalty: 5827.782227
	Iteration 61Q: 3 clusters Score -1.732454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -17324546.000000 Penalty: 5827.782227
	Iteration 62Q: 3 clusters Score -1.732455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 124478 members 
Entering Unmasked Estep 
Score: -17324554.000000 Penalty: 5827.782227
	Iteration 63Q: 3 clusters Score -1.732455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -17324548.000000 Penalty: 5827.782227
	Iteration 64Q: 3 clusters Score -1.732455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -17324548.000000 Penalty: 5827.782227
	Iteration 65Q: 3 clusters Score -1.732455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -17324548.000000 Penalty: 5827.782227
	Iteration 66F: 3 clusters Score -1.732455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -2684558.500000 Penalty: 2452.668945
	Iteration 0F: 2 clusters Score -2684558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2670689.500000 Penalty: 4905.337891
	Iteration 0F: 3 clusters Score -2670690 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2675396.750000 Penalty: 4905.337891
	Iteration 1F: 3 clusters Score -2675397 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2676065.250000 Penalty: 4905.337891
	Iteration 2F: 3 clusters Score -2676065 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2676869.500000 Penalty: 4905.337891
	Iteration 3F: 3 clusters Score -2676870 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2677848.000000 Penalty: 4905.337891
	Iteration 4F: 3 clusters Score -2677848 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2679092.000000 Penalty: 4905.337891
	Iteration 5F: 3 clusters Score -2679092 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2680488.500000 Penalty: 4905.337891
	Iteration 6F: 3 clusters Score -2680488 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2681870.250000 Penalty: 4905.337891
	Iteration 7F: 3 clusters Score -2681870 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2682969.250000 Penalty: 4905.337891
	Iteration 8F: 3 clusters Score -2682969 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2683767.250000 Penalty: 4905.337891
	Iteration 9Q: 3 clusters Score -2683767 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2684281.750000 Penalty: 4905.337891
	Iteration 10Q: 3 clusters Score -2684282 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2684570.250000 Penalty: 4905.337891
	Iteration 11Q: 3 clusters Score -2684570 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2684703.250000 Penalty: 4905.337891
	Iteration 12Q: 3 clusters Score -2684703 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2684773.500000 Penalty: 4905.337891
	Iteration 13Q: 3 clusters Score -2684774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2684800.500000 Penalty: 4905.337891
	Iteration 14Q: 3 clusters Score -2684800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2684820.000000 Penalty: 4905.337891
	Iteration 15Q: 3 clusters Score -2684820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2684829.000000 Penalty: 4905.337891
	Iteration 16Q: 3 clusters Score -2684829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2684831.750000 Penalty: 4905.337891
	Iteration 17Q: 3 clusters Score -2684832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2684831.250000 Penalty: 4905.337891
	Iteration 18Q: 3 clusters Score -2684831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2684830.750000 Penalty: 4905.337891
	Iteration 19Q: 3 clusters Score -2684831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2684825.250000 Penalty: 4905.337891
	Iteration 20F: 3 clusters Score -2684825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2684826.500000 Penalty: 4905.337891
	Iteration 21Q: 3 clusters Score -2684826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2684828.250000 Penalty: 4905.337891
	Iteration 22Q: 3 clusters Score -2684828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2684830.000000 Penalty: 4905.337891
	Iteration 23Q: 3 clusters Score -2684830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2684827.500000 Penalty: 4905.337891
	Iteration 24Q: 3 clusters Score -2684828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2684827.000000 Penalty: 4905.337891
	Iteration 25Q: 3 clusters Score -2684827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2684832.500000 Penalty: 4905.337891
	Iteration 26Q: 3 clusters Score -2684832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2684836.500000 Penalty: 4905.337891
	Iteration 27Q: 3 clusters Score -2684836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2684836.500000 Penalty: 4905.337891
	Iteration 28F: 3 clusters Score -2684836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126698 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191991 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108284 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 84095 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 12235 members 
Entering Unmasked Estep 
Score: -134114520.000000 Penalty: 96006.398438
Splitting cluster 7 changes total score from -134092256.000000 to -134114520.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -562501.562500 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -562501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -558415.562500 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -558415.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -559349.937500 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -559349.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -559530.062500 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -559530.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -559656.062500 Penalty: 4145.782227
	Iteration 3Q: 3 clusters Score -559656.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -559762.000000 Penalty: 4145.782227
	Iteration 4Q: 3 clusters Score -559762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -559855.750000 Penalty: 4145.782227
	Iteration 5Q: 3 clusters Score -559855.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -559964.625000 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -559964.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -560079.187500 Penalty: 4145.782227
	Iteration 7Q: 3 clusters Score -560079.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -560185.000000 Penalty: 4145.782227
	Iteration 8Q: 3 clusters Score -560185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -560270.312500 Penalty: 4145.782227
	Iteration 9Q: 3 clusters Score -560270.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -560353.062500 Penalty: 4145.782227
	Iteration 10Q: 3 clusters Score -560353.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -560435.312500 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -560435.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -560502.312500 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -560502.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -560561.000000 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -560561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -560601.312500 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -560601.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -560631.875000 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -560631.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -560655.937500 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -560655.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -560676.500000 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -560676.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -560698.500000 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -560698.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -560716.500000 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -560716.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -560735.562500 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -560735.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -560751.250000 Penalty: 4145.782227
	Iteration 21Q: 3 clusters Score -560751.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -560764.562500 Penalty: 4145.782227
	Iteration 22Q: 3 clusters Score -560764.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -560781.437500 Penalty: 4145.782227
	Iteration 23Q: 3 clusters Score -560781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -560795.250000 Penalty: 4145.782227
	Iteration 24Q: 3 clusters Score -560795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -560806.562500 Penalty: 4145.782227
	Iteration 25Q: 3 clusters Score -560806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -560815.625000 Penalty: 4145.782227
	Iteration 26Q: 3 clusters Score -560815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -560823.875000 Penalty: 4145.782227
	Iteration 27Q: 3 clusters Score -560823.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -560829.000000 Penalty: 4145.782227
	Iteration 28Q: 3 clusters Score -560829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -560832.812500 Penalty: 4145.782227
	Iteration 29Q: 3 clusters Score -560832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -560835.937500 Penalty: 4145.782227
	Iteration 30Q: 3 clusters Score -560835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -560835.750000 Penalty: 4145.782227
	Iteration 31Q: 3 clusters Score -560835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -560835.750000 Penalty: 4145.782227
	Iteration 32F: 3 clusters Score -560835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -898221.250000 Penalty: 2197.474121
	Iteration 0F: 2 clusters Score -898221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -892419.437500 Penalty: 4394.948242
	Iteration 0F: 3 clusters Score -892419.4 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -894133.875000 Penalty: 4394.948242
	Iteration 1F: 3 clusters Score -894133.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -894424.000000 Penalty: 4394.948242
	Iteration 2F: 3 clusters Score -894424 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -894650.312500 Penalty: 4394.948242
	Iteration 3F: 3 clusters Score -894650.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -894835.125000 Penalty: 4394.948242
	Iteration 4Q: 3 clusters Score -894835.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -894978.500000 Penalty: 4394.948242
	Iteration 5Q: 3 clusters Score -894978.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -895116.562500 Penalty: 4394.948242
	Iteration 6Q: 3 clusters Score -895116.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -895238.875000 Penalty: 4394.948242
	Iteration 7Q: 3 clusters Score -895238.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -895353.000000 Penalty: 4394.948242
	Iteration 8Q: 3 clusters Score -895353 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -895469.875000 Penalty: 4394.948242
	Iteration 9Q: 3 clusters Score -895469.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -895570.437500 Penalty: 4394.948242
	Iteration 10Q: 3 clusters Score -895570.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -895653.000000 Penalty: 4394.948242
	Iteration 11Q: 3 clusters Score -895653 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -895730.250000 Penalty: 4394.948242
	Iteration 12Q: 3 clusters Score -895730.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -895810.312500 Penalty: 4394.948242
	Iteration 13Q: 3 clusters Score -895810.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -895890.437500 Penalty: 4394.948242
	Iteration 14Q: 3 clusters Score -895890.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -895961.000000 Penalty: 4394.948242
	Iteration 15Q: 3 clusters Score -895961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -896031.437500 Penalty: 4394.948242
	Iteration 16Q: 3 clusters Score -896031.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -896111.875000 Penalty: 4394.948242
	Iteration 17Q: 3 clusters Score -896111.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -896192.062500 Penalty: 4394.948242
	Iteration 18Q: 3 clusters Score -896192.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -896277.812500 Penalty: 4394.948242
	Iteration 19Q: 3 clusters Score -896277.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -896347.750000 Penalty: 4394.948242
	Iteration 20F: 3 clusters Score -896347.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -896432.375000 Penalty: 4394.948242
	Iteration 21Q: 3 clusters Score -896432.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -896521.437500 Penalty: 4394.948242
	Iteration 22Q: 3 clusters Score -896521.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -896678.875000 Penalty: 4394.948242
	Iteration 23Q: 3 clusters Score -896678.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -896861.437500 Penalty: 4394.948242
	Iteration 24Q: 3 clusters Score -896861.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -897025.187500 Penalty: 4394.948242
	Iteration 25Q: 3 clusters Score -897025.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -897139.125000 Penalty: 4394.948242
	Iteration 26Q: 3 clusters Score -897139.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -897193.625000 Penalty: 4394.948242
	Iteration 27Q: 3 clusters Score -897193.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -897230.562500 Penalty: 4394.948242
	Iteration 28Q: 3 clusters Score -897230.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -897256.562500 Penalty: 4394.948242
	Iteration 29Q: 3 clusters Score -897256.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -897276.312500 Penalty: 4394.948242
	Iteration 30Q: 3 clusters Score -897276.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -897285.125000 Penalty: 4394.948242
	Iteration 31Q: 3 clusters Score -897285.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -897293.562500 Penalty: 4394.948242
	Iteration 32Q: 3 clusters Score -897293.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -897296.687500 Penalty: 4394.948242
	Iteration 33Q: 3 clusters Score -897296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -897298.750000 Penalty: 4394.948242
	Iteration 34Q: 3 clusters Score -897298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -897300.812500 Penalty: 4394.948242
	Iteration 35Q: 3 clusters Score -897300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -897302.750000 Penalty: 4394.948242
	Iteration 36Q: 3 clusters Score -897302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -897303.000000 Penalty: 4394.948242
	Iteration 37Q: 3 clusters Score -897303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -897305.062500 Penalty: 4394.948242
	Iteration 38Q: 3 clusters Score -897305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -897303.812500 Penalty: 4394.948242
	Iteration 39Q: 3 clusters Score -897303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -897304.125000 Penalty: 4394.948242
	Iteration 40F: 3 clusters Score -897304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Entering Unmasked Estep 
Score: -12810231.000000 Penalty: 2839.348145
	Iteration 0F: 2 clusters Score -1.281023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -12747509.000000 Penalty: 5678.696289
	Iteration 0F: 3 clusters Score -1.274751e+07 nChanged 44340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -12772784.000000 Penalty: 5678.696289
	Iteration 1F: 3 clusters Score -1.277278e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -12773523.000000 Penalty: 5678.696289
	Iteration 2Q: 3 clusters Score -1.277352e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -12774405.000000 Penalty: 5678.696289
	Iteration 3Q: 3 clusters Score -1.27744e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -12775553.000000 Penalty: 5678.696289
	Iteration 4Q: 3 clusters Score -1.277555e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -12777316.000000 Penalty: 5678.696289
	Iteration 5Q: 3 clusters Score -1.277732e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -12780231.000000 Penalty: 5678.696289
	Iteration 6F: 3 clusters Score -1.278023e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -12784881.000000 Penalty: 5678.696289
	Iteration 7F: 3 clusters Score -1.278488e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -12790639.000000 Penalty: 5678.696289
	Iteration 8F: 3 clusters Score -1.279064e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -12796159.000000 Penalty: 5678.696289
	Iteration 9F: 3 clusters Score -1.279616e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -12800471.000000 Penalty: 5678.696289
	Iteration 10F: 3 clusters Score -1.280047e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -12803391.000000 Penalty: 5678.696289
	Iteration 11Q: 3 clusters Score -1.280339e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -12805061.000000 Penalty: 5678.696289
	Iteration 12Q: 3 clusters Score -1.280506e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12806215.000000 Penalty: 5678.696289
	Iteration 13Q: 3 clusters Score -1.280622e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12806892.000000 Penalty: 5678.696289
	Iteration 14Q: 3 clusters Score -1.280689e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12807228.000000 Penalty: 5678.696289
	Iteration 15Q: 3 clusters Score -1.280723e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12807423.000000 Penalty: 5678.696289
	Iteration 16Q: 3 clusters Score -1.280742e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12807521.000000 Penalty: 5678.696289
	Iteration 17Q: 3 clusters Score -1.280752e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12807580.000000 Penalty: 5678.696289
	Iteration 18Q: 3 clusters Score -1.280758e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12807624.000000 Penalty: 5678.696289
	Iteration 19Q: 3 clusters Score -1.280762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12807657.000000 Penalty: 5678.696289
	Iteration 20F: 3 clusters Score -1.280766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12807668.000000 Penalty: 5678.696289
	Iteration 21Q: 3 clusters Score -1.280767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12807685.000000 Penalty: 5678.696289
	Iteration 22Q: 3 clusters Score -1.280768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12807685.000000 Penalty: 5678.696289
	Iteration 23Q: 3 clusters Score -1.280768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12807701.000000 Penalty: 5678.696289
	Iteration 24Q: 3 clusters Score -1.28077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12807724.000000 Penalty: 5678.696289
	Iteration 25Q: 3 clusters Score -1.280772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12807724.000000 Penalty: 5678.696289
	Iteration 26Q: 3 clusters Score -1.280772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12807719.000000 Penalty: 5678.696289
	Iteration 27Q: 3 clusters Score -1.280772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12807726.000000 Penalty: 5678.696289
	Iteration 28Q: 3 clusters Score -1.280773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12807734.000000 Penalty: 5678.696289
	Iteration 29Q: 3 clusters Score -1.280773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12807736.000000 Penalty: 5678.696289
	Iteration 30Q: 3 clusters Score -1.280774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12807736.000000 Penalty: 5678.696289
	Iteration 31F: 3 clusters Score -1.280774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Entering Unmasked Estep 
Score: -11831671.000000 Penalty: 2820.112061
	Iteration 0F: 2 clusters Score -1.183167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -11773347.000000 Penalty: 5640.224121
	Iteration 0F: 3 clusters Score -1.177335e+07 nChanged 41026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -11796889.000000 Penalty: 5640.224121
	Iteration 1F: 3 clusters Score -1.179689e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -11797645.000000 Penalty: 5640.224121
	Iteration 2Q: 3 clusters Score -1.179764e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -11798465.000000 Penalty: 5640.224121
	Iteration 3Q: 3 clusters Score -1.179846e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -11799587.000000 Penalty: 5640.224121
	Iteration 4Q: 3 clusters Score -1.179959e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -11800913.000000 Penalty: 5640.224121
	Iteration 5Q: 3 clusters Score -1.180091e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -11802768.000000 Penalty: 5640.224121
	Iteration 6Q: 3 clusters Score -1.180277e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -11805065.000000 Penalty: 5640.224121
	Iteration 7Q: 3 clusters Score -1.180506e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -11808122.000000 Penalty: 5640.224121
	Iteration 8F: 3 clusters Score -1.180812e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -11811662.000000 Penalty: 5640.224121
	Iteration 9F: 3 clusters Score -1.181166e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -11815558.000000 Penalty: 5640.224121
	Iteration 10F: 3 clusters Score -1.181556e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -11819554.000000 Penalty: 5640.224121
	Iteration 11F: 3 clusters Score -1.181955e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -11822876.000000 Penalty: 5640.224121
	Iteration 12Q: 3 clusters Score -1.182288e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -11825496.000000 Penalty: 5640.224121
	Iteration 13Q: 3 clusters Score -1.18255e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -11827162.000000 Penalty: 5640.224121
	Iteration 14Q: 3 clusters Score -1.182716e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11828069.000000 Penalty: 5640.224121
	Iteration 15Q: 3 clusters Score -1.182807e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11828550.000000 Penalty: 5640.224121
	Iteration 16Q: 3 clusters Score -1.182855e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11828787.000000 Penalty: 5640.224121
	Iteration 17Q: 3 clusters Score -1.182879e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11828960.000000 Penalty: 5640.224121
	Iteration 18Q: 3 clusters Score -1.182896e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11829049.000000 Penalty: 5640.224121
	Iteration 19Q: 3 clusters Score -1.182905e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11829106.000000 Penalty: 5640.224121
	Iteration 20F: 3 clusters Score -1.182911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11829155.000000 Penalty: 5640.224121
	Iteration 21Q: 3 clusters Score -1.182916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11829173.000000 Penalty: 5640.224121
	Iteration 22Q: 3 clusters Score -1.182917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11829179.000000 Penalty: 5640.224121
	Iteration 23Q: 3 clusters Score -1.182918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11829204.000000 Penalty: 5640.224121
	Iteration 24Q: 3 clusters Score -1.18292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11829228.000000 Penalty: 5640.224121
	Iteration 25Q: 3 clusters Score -1.182923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11829238.000000 Penalty: 5640.224121
	Iteration 26Q: 3 clusters Score -1.182924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11829258.000000 Penalty: 5640.224121
	Iteration 27Q: 3 clusters Score -1.182926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11829264.000000 Penalty: 5640.224121
	Iteration 28Q: 3 clusters Score -1.182926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11829267.000000 Penalty: 5640.224121
	Iteration 29Q: 3 clusters Score -1.182927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11829269.000000 Penalty: 5640.224121
	Iteration 30Q: 3 clusters Score -1.182927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11829276.000000 Penalty: 5640.224121
	Iteration 31Q: 3 clusters Score -1.182928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11829287.000000 Penalty: 5640.224121
	Iteration 32Q: 3 clusters Score -1.182929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11829289.000000 Penalty: 5640.224121
	Iteration 33Q: 3 clusters Score -1.182929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11829286.000000 Penalty: 5640.224121
	Iteration 34Q: 3 clusters Score -1.182929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11829281.000000 Penalty: 5640.224121
	Iteration 35Q: 3 clusters Score -1.182928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11829284.000000 Penalty: 5640.224121
	Iteration 36Q: 3 clusters Score -1.182928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11829289.000000 Penalty: 5640.224121
	Iteration 37Q: 3 clusters Score -1.182929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11829301.000000 Penalty: 5640.224121
	Iteration 38Q: 3 clusters Score -1.18293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11829302.000000 Penalty: 5640.224121
	Iteration 39Q: 3 clusters Score -1.18293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11829297.000000 Penalty: 5640.224121
	Iteration 40F: 3 clusters Score -1.18293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11829301.000000 Penalty: 5640.224121
	Iteration 41Q: 3 clusters Score -1.18293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11829301.000000 Penalty: 5640.224121
	Iteration 42F: 3 clusters Score -1.18293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -44007.660156 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -44007.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42750.089844 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -42750.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43005.968750 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -43005.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43047.804688 Penalty: 2959.208984
	Iteration 2Q: 3 clusters Score -43047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43062.695312 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -43062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43075.730469 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -43075.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43083.472656 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -43083.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43091.269531 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -43091.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43100.980469 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -43100.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43112.937500 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -43112.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43123.914062 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -43123.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43146.855469 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -43146.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43170.183594 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -43170.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43181.507812 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -43181.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43199.429688 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -43199.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43205.195312 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -43205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43218.601562 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -43218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43223.761719 Penalty: 2959.208984
	Iteration 16Q: 3 clusters Score -43223.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43227.910156 Penalty: 2959.208984
	Iteration 17Q: 3 clusters Score -43227.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43227.910156 Penalty: 2959.208984
	Iteration 18F: 3 clusters Score -43227.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -868234.562500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -868234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -862823.812500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -862823.8 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -864301.187500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -864301.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -864574.875000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -864574.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -864759.000000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -864759 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -864892.062500 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -864892.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -864981.875000 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -864981.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -865051.812500 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -865051.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -865100.812500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -865100.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -865142.250000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -865142.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -865178.687500 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -865178.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -865215.000000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -865215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -865255.250000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -865255.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -865303.000000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -865303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -865341.562500 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -865341.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -865377.000000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -865377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -865418.625000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -865418.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -865462.687500 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -865462.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -865506.000000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -865506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -865567.187500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -865567.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -865620.375000 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -865620.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -865673.062500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -865673.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -865721.375000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -865721.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -865764.000000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -865764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -865808.000000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -865808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -865857.750000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -865857.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -865914.312500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -865914.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -865969.000000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -865969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -866018.625000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -866018.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -866057.187500 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -866057.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -866097.812500 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -866097.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -866133.437500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -866133.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -866158.812500 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -866158.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -866186.875000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -866186.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -866206.312500 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -866206.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -866225.687500 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -866225.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -866248.875000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -866248.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -866266.250000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -866266.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -866288.937500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -866288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -866309.250000 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -866309.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -866331.687500 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -866331.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -866359.125000 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -866359.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -866385.750000 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -866385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -866409.750000 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -866409.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -866426.937500 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -866426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -866439.062500 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -866439.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -866446.750000 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -866446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -866451.937500 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -866451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -866459.875000 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -866459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -866471.250000 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -866471.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -866485.750000 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -866485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -866502.562500 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -866502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -866519.125000 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -866519.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -866536.125000 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -866536.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -866548.187500 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -866548.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -866557.000000 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -866557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -866568.375000 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -866568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -866576.312500 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -866576.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -866584.812500 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -866584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -866591.562500 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -866591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -866598.750000 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -866598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -866601.750000 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -866601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -866611.625000 Penalty: 4353.437988
	Iteration 61Q: 3 clusters Score -866611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -866622.125000 Penalty: 4353.437988
	Iteration 62Q: 3 clusters Score -866622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -866629.187500 Penalty: 4353.437988
	Iteration 63Q: 3 clusters Score -866629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -866638.625000 Penalty: 4353.437988
	Iteration 64Q: 3 clusters Score -866638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -866647.000000 Penalty: 4353.437988
	Iteration 65Q: 3 clusters Score -866647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -866653.562500 Penalty: 4353.437988
	Iteration 66Q: 3 clusters Score -866653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -866654.812500 Penalty: 4353.437988
	Iteration 67Q: 3 clusters Score -866654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -866656.500000 Penalty: 4353.437988
	Iteration 68Q: 3 clusters Score -866656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -866656.500000 Penalty: 4353.437988
	Iteration 69F: 3 clusters Score -866656.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -832059.750000 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -832059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -826836.437500 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -826836.4 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -828270.375000 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -828270.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -828559.125000 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -828559.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -828801.437500 Penalty: 4329.861328
	Iteration 3F: 3 clusters Score -828801.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -828969.500000 Penalty: 4329.861328
	Iteration 4Q: 3 clusters Score -828969.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -829127.187500 Penalty: 4329.861328
	Iteration 5Q: 3 clusters Score -829127.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -829283.500000 Penalty: 4329.861328
	Iteration 6Q: 3 clusters Score -829283.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -829408.250000 Penalty: 4329.861328
	Iteration 7Q: 3 clusters Score -829408.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -829530.500000 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -829530.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -829636.562500 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -829636.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -829723.375000 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -829723.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -829786.625000 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -829786.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -829839.187500 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -829839.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -829878.812500 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -829878.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -829911.500000 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -829911.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -829941.937500 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -829941.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -829963.562500 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -829963.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -829980.750000 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -829980.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -829996.000000 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -829996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -830009.375000 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -830009.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -830024.062500 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -830024.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -830035.875000 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -830035.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -830047.000000 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -830047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -830058.625000 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -830058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -830070.562500 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -830070.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -830080.437500 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -830080.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -830091.875000 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -830091.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -830103.125000 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -830103.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -830116.312500 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -830116.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -830128.312500 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -830128.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -830143.687500 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -830143.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -830154.250000 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -830154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -830163.187500 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -830163.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -830171.562500 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -830171.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -830183.562500 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -830183.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -830192.375000 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -830192.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -830195.812500 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -830195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -830205.500000 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -830205.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -830214.187500 Penalty: 4329.861328
	Iteration 38Q: 3 clusters Score -830214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -830219.000000 Penalty: 4329.861328
	Iteration 39Q: 3 clusters Score -830219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -830229.062500 Penalty: 4329.861328
	Iteration 40F: 3 clusters Score -830229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -830236.000000 Penalty: 4329.861328
	Iteration 41Q: 3 clusters Score -830236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -830248.500000 Penalty: 4329.861328
	Iteration 42Q: 3 clusters Score -830248.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -830250.437500 Penalty: 4329.861328
	Iteration 43Q: 3 clusters Score -830250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -830254.625000 Penalty: 4329.861328
	Iteration 44Q: 3 clusters Score -830254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -830261.125000 Penalty: 4329.861328
	Iteration 45Q: 3 clusters Score -830261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -830269.062500 Penalty: 4329.861328
	Iteration 46Q: 3 clusters Score -830269.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -830277.500000 Penalty: 4329.861328
	Iteration 47Q: 3 clusters Score -830277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -830284.250000 Penalty: 4329.861328
	Iteration 48Q: 3 clusters Score -830284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -830291.062500 Penalty: 4329.861328
	Iteration 49Q: 3 clusters Score -830291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -830295.625000 Penalty: 4329.861328
	Iteration 50Q: 3 clusters Score -830295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -830301.750000 Penalty: 4329.861328
	Iteration 51Q: 3 clusters Score -830301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -830308.125000 Penalty: 4329.861328
	Iteration 52Q: 3 clusters Score -830308.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -830314.687500 Penalty: 4329.861328
	Iteration 53Q: 3 clusters Score -830314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -830324.437500 Penalty: 4329.861328
	Iteration 54Q: 3 clusters Score -830324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -830340.687500 Penalty: 4329.861328
	Iteration 55Q: 3 clusters Score -830340.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -830349.125000 Penalty: 4329.861328
	Iteration 56Q: 3 clusters Score -830349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -830355.375000 Penalty: 4329.861328
	Iteration 57Q: 3 clusters Score -830355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -830362.500000 Penalty: 4329.861328
	Iteration 58Q: 3 clusters Score -830362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -830365.250000 Penalty: 4329.861328
	Iteration 59Q: 3 clusters Score -830365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -830368.937500 Penalty: 4329.861328
	Iteration 60F: 3 clusters Score -830368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -830371.562500 Penalty: 4329.861328
	Iteration 61Q: 3 clusters Score -830371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -830374.812500 Penalty: 4329.861328
	Iteration 62Q: 3 clusters Score -830374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -830377.375000 Penalty: 4329.861328
	Iteration 63Q: 3 clusters Score -830377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -830379.750000 Penalty: 4329.861328
	Iteration 64Q: 3 clusters Score -830379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -830381.937500 Penalty: 4329.861328
	Iteration 65Q: 3 clusters Score -830381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -830383.937500 Penalty: 4329.861328
	Iteration 66Q: 3 clusters Score -830383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -830383.937500 Penalty: 4329.861328
	Iteration 67F: 3 clusters Score -830383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (76033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Entering Unmasked Estep 
Score: -10153135.000000 Penalty: 2787.252930
	Iteration 0F: 2 clusters Score -1.015314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -10102292.000000 Penalty: 5574.505859
	Iteration 0F: 3 clusters Score -1.010229e+07 nChanged 35497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -10122181.000000 Penalty: 5574.505859
	Iteration 1F: 3 clusters Score -1.012218e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -10122901.000000 Penalty: 5574.505859
	Iteration 2Q: 3 clusters Score -1.01229e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -10123725.000000 Penalty: 5574.505859
	Iteration 3Q: 3 clusters Score -1.012372e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -10124921.000000 Penalty: 5574.505859
	Iteration 4Q: 3 clusters Score -1.012492e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -10126389.000000 Penalty: 5574.505859
	Iteration 5Q: 3 clusters Score -1.012639e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -10128347.000000 Penalty: 5574.505859
	Iteration 6Q: 3 clusters Score -1.012835e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -10130622.000000 Penalty: 5574.505859
	Iteration 7F: 3 clusters Score -1.013062e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -10133191.000000 Penalty: 5574.505859
	Iteration 8F: 3 clusters Score -1.013319e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -10135982.000000 Penalty: 5574.505859
	Iteration 9F: 3 clusters Score -1.013598e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -10138776.000000 Penalty: 5574.505859
	Iteration 10F: 3 clusters Score -1.013878e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -10140903.000000 Penalty: 5574.505859
	Iteration 11Q: 3 clusters Score -1.01409e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -10142215.000000 Penalty: 5574.505859
	Iteration 12Q: 3 clusters Score -1.014222e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -10143104.000000 Penalty: 5574.505859
	Iteration 13Q: 3 clusters Score -1.01431e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -10143863.000000 Penalty: 5574.505859
	Iteration 14Q: 3 clusters Score -1.014386e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -10144652.000000 Penalty: 5574.505859
	Iteration 15Q: 3 clusters Score -1.014465e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -10145469.000000 Penalty: 5574.505859
	Iteration 16Q: 3 clusters Score -1.014547e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -10146266.000000 Penalty: 5574.505859
	Iteration 17Q: 3 clusters Score -1.014627e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -10146851.000000 Penalty: 5574.505859
	Iteration 18Q: 3 clusters Score -1.014685e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -10147438.000000 Penalty: 5574.505859
	Iteration 19Q: 3 clusters Score -1.014744e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -10147892.000000 Penalty: 5574.505859
	Iteration 20F: 3 clusters Score -1.014789e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -10148270.000000 Penalty: 5574.505859
	Iteration 21Q: 3 clusters Score -1.014827e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -10148608.000000 Penalty: 5574.505859
	Iteration 22Q: 3 clusters Score -1.014861e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -10148930.000000 Penalty: 5574.505859
	Iteration 23Q: 3 clusters Score -1.014893e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -10149136.000000 Penalty: 5574.505859
	Iteration 24Q: 3 clusters Score -1.014914e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -10149366.000000 Penalty: 5574.505859
	Iteration 25Q: 3 clusters Score -1.014937e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -10149554.000000 Penalty: 5574.505859
	Iteration 26Q: 3 clusters Score -1.014955e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -10149741.000000 Penalty: 5574.505859
	Iteration 27Q: 3 clusters Score -1.014974e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -10149880.000000 Penalty: 5574.505859
	Iteration 28Q: 3 clusters Score -1.014988e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -10149937.000000 Penalty: 5574.505859
	Iteration 29Q: 3 clusters Score -1.014994e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -10149989.000000 Penalty: 5574.505859
	Iteration 30Q: 3 clusters Score -1.014999e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -10150080.000000 Penalty: 5574.505859
	Iteration 31Q: 3 clusters Score -1.015008e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -10150139.000000 Penalty: 5574.505859
	Iteration 32Q: 3 clusters Score -1.015014e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -10150221.000000 Penalty: 5574.505859
	Iteration 33Q: 3 clusters Score -1.015022e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -10150262.000000 Penalty: 5574.505859
	Iteration 34Q: 3 clusters Score -1.015026e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -10150342.000000 Penalty: 5574.505859
	Iteration 35Q: 3 clusters Score -1.015034e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -10150442.000000 Penalty: 5574.505859
	Iteration 36Q: 3 clusters Score -1.015044e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -10150511.000000 Penalty: 5574.505859
	Iteration 37Q: 3 clusters Score -1.015051e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -10150597.000000 Penalty: 5574.505859
	Iteration 38Q: 3 clusters Score -1.01506e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -10150635.000000 Penalty: 5574.505859
	Iteration 39Q: 3 clusters Score -1.015064e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10150697.000000 Penalty: 5574.505859
	Iteration 40F: 3 clusters Score -1.01507e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -10150733.000000 Penalty: 5574.505859
	Iteration 41Q: 3 clusters Score -1.015073e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -10150736.000000 Penalty: 5574.505859
	Iteration 42Q: 3 clusters Score -1.015074e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -10150728.000000 Penalty: 5574.505859
	Iteration 43Q: 3 clusters Score -1.015073e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -10150739.000000 Penalty: 5574.505859
	Iteration 44Q: 3 clusters Score -1.015074e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -10150753.000000 Penalty: 5574.505859
	Iteration 45Q: 3 clusters Score -1.015075e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -10150778.000000 Penalty: 5574.505859
	Iteration 46Q: 3 clusters Score -1.015078e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10150807.000000 Penalty: 5574.505859
	Iteration 47Q: 3 clusters Score -1.015081e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -10150828.000000 Penalty: 5574.505859
	Iteration 48Q: 3 clusters Score -1.015083e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -10150841.000000 Penalty: 5574.505859
	Iteration 49Q: 3 clusters Score -1.015084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -10150886.000000 Penalty: 5574.505859
	Iteration 50Q: 3 clusters Score -1.015089e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -10150898.000000 Penalty: 5574.505859
	Iteration 51Q: 3 clusters Score -1.01509e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -10150912.000000 Penalty: 5574.505859
	Iteration 52Q: 3 clusters Score -1.015091e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -10150923.000000 Penalty: 5574.505859
	Iteration 53Q: 3 clusters Score -1.015092e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -10150930.000000 Penalty: 5574.505859
	Iteration 54Q: 3 clusters Score -1.015093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -10150926.000000 Penalty: 5574.505859
	Iteration 55Q: 3 clusters Score -1.015093e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -10150945.000000 Penalty: 5574.505859
	Iteration 56Q: 3 clusters Score -1.015094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -10150963.000000 Penalty: 5574.505859
	Iteration 57Q: 3 clusters Score -1.015096e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -10150997.000000 Penalty: 5574.505859
	Iteration 58Q: 3 clusters Score -1.0151e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -10151004.000000 Penalty: 5574.505859
	Iteration 59Q: 3 clusters Score -1.0151e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -10151016.000000 Penalty: 5574.505859
	Iteration 60F: 3 clusters Score -1.015102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -10151005.000000 Penalty: 5574.505859
	Iteration 61Q: 3 clusters Score -1.0151e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -10151010.000000 Penalty: 5574.505859
	Iteration 62Q: 3 clusters Score -1.015101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -10151000.000000 Penalty: 5574.505859
	Iteration 63Q: 3 clusters Score -1.0151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10151009.000000 Penalty: 5574.505859
	Iteration 64Q: 3 clusters Score -1.015101e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -10151023.000000 Penalty: 5574.505859
	Iteration 65Q: 3 clusters Score -1.015102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -10151024.000000 Penalty: 5574.505859
	Iteration 66Q: 3 clusters Score -1.015102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -10151045.000000 Penalty: 5574.505859
	Iteration 67Q: 3 clusters Score -1.015104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -10151044.000000 Penalty: 5574.505859
	Iteration 68Q: 3 clusters Score -1.015104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10151045.000000 Penalty: 5574.505859
	Iteration 69Q: 3 clusters Score -1.015104e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10151063.000000 Penalty: 5574.505859
	Iteration 70Q: 3 clusters Score -1.015106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -10151084.000000 Penalty: 5574.505859
	Iteration 71Q: 3 clusters Score -1.015108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -10151088.000000 Penalty: 5574.505859
	Iteration 72Q: 3 clusters Score -1.015109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -10151090.000000 Penalty: 5574.505859
	Iteration 73Q: 3 clusters Score -1.015109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -10151086.000000 Penalty: 5574.505859
	Iteration 74Q: 3 clusters Score -1.015109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -10151088.000000 Penalty: 5574.505859
	Iteration 75Q: 3 clusters Score -1.015109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -10151087.000000 Penalty: 5574.505859
	Iteration 76Q: 3 clusters Score -1.015109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10151096.000000 Penalty: 5574.505859
	Iteration 77Q: 3 clusters Score -1.01511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -10151104.000000 Penalty: 5574.505859
	Iteration 78Q: 3 clusters Score -1.01511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -10151109.000000 Penalty: 5574.505859
	Iteration 79Q: 3 clusters Score -1.015111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -10151110.000000 Penalty: 5574.505859
	Iteration 80F: 3 clusters Score -1.015111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -10151097.000000 Penalty: 5574.505859
	Iteration 81Q: 3 clusters Score -1.01511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -10151105.000000 Penalty: 5574.505859
	Iteration 82Q: 3 clusters Score -1.01511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10151110.000000 Penalty: 5574.505859
	Iteration 83Q: 3 clusters Score -1.015111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10151108.000000 Penalty: 5574.505859
	Iteration 84Q: 3 clusters Score -1.015111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -10151109.000000 Penalty: 5574.505859
	Iteration 85Q: 3 clusters Score -1.015111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10151116.000000 Penalty: 5574.505859
	Iteration 86Q: 3 clusters Score -1.015112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -10151110.000000 Penalty: 5574.505859
	Iteration 87Q: 3 clusters Score -1.015111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10151112.000000 Penalty: 5574.505859
	Iteration 88Q: 3 clusters Score -1.015111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -10151114.000000 Penalty: 5574.505859
	Iteration 89Q: 3 clusters Score -1.015111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10151115.000000 Penalty: 5574.505859
	Iteration 90Q: 3 clusters Score -1.015112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10151113.000000 Penalty: 5574.505859
	Iteration 91Q: 3 clusters Score -1.015111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10151134.000000 Penalty: 5574.505859
	Iteration 92Q: 3 clusters Score -1.015113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -10151130.000000 Penalty: 5574.505859
	Iteration 93Q: 3 clusters Score -1.015113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10151129.000000 Penalty: 5574.505859
	Iteration 94Q: 3 clusters Score -1.015113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -10151127.000000 Penalty: 5574.505859
	Iteration 95Q: 3 clusters Score -1.015113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10151125.000000 Penalty: 5574.505859
	Iteration 96Q: 3 clusters Score -1.015112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10151125.000000 Penalty: 5574.505859
	Iteration 97Q: 3 clusters Score -1.015112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -10151124.000000 Penalty: 5574.505859
	Iteration 98Q: 3 clusters Score -1.015112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10151126.000000 Penalty: 5574.505859
	Iteration 99Q: 3 clusters Score -1.015113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10151126.000000 Penalty: 5574.505859
	Iteration 100F: 3 clusters Score -1.015113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191991 members 
Entering Unmasked Estep 
Score: -26297700.000000 Penalty: 3016.970703
	Iteration 0F: 2 clusters Score -2.62977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -26175674.000000 Penalty: 6033.941406
	Iteration 0F: 3 clusters Score -2.617567e+07 nChanged 91861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -26228964.000000 Penalty: 6033.941406
	Iteration 1F: 3 clusters Score -2.622896e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -26229802.000000 Penalty: 6033.941406
	Iteration 2Q: 3 clusters Score -2.62298e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -26230900.000000 Penalty: 6033.941406
	Iteration 3Q: 3 clusters Score -2.62309e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -26232168.000000 Penalty: 6033.941406
	Iteration 4Q: 3 clusters Score -2.623217e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -26234150.000000 Penalty: 6033.941406
	Iteration 5Q: 3 clusters Score -2.623415e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -26237862.000000 Penalty: 6033.941406
	Iteration 6Q: 3 clusters Score -2.623786e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129808 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -26244662.000000 Penalty: 6033.941406
	Iteration 7F: 3 clusters Score -2.624466e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144676 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -26255750.000000 Penalty: 6033.941406
	Iteration 8F: 3 clusters Score -2.625575e+07 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -26270150.000000 Penalty: 6033.941406
	Iteration 9F: 3 clusters Score -2.627015e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175835 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -26282314.000000 Penalty: 6033.941406
	Iteration 10F: 3 clusters Score -2.628231e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -26289120.000000 Penalty: 6033.941406
	Iteration 11Q: 3 clusters Score -2.628912e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -26292316.000000 Penalty: 6033.941406
	Iteration 12Q: 3 clusters Score -2.629232e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190408 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26293806.000000 Penalty: 6033.941406
	Iteration 13Q: 3 clusters Score -2.629381e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -26294282.000000 Penalty: 6033.941406
	Iteration 14Q: 3 clusters Score -2.629428e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191292 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -26294632.000000 Penalty: 6033.941406
	Iteration 15Q: 3 clusters Score -2.629463e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -26294756.000000 Penalty: 6033.941406
	Iteration 16Q: 3 clusters Score -2.629476e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -26294808.000000 Penalty: 6033.941406
	Iteration 17Q: 3 clusters Score -2.629481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191481 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -26294870.000000 Penalty: 6033.941406
	Iteration 18Q: 3 clusters Score -2.629487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -26294950.000000 Penalty: 6033.941406
	Iteration 19Q: 3 clusters Score -2.629495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -26294984.000000 Penalty: 6033.941406
	Iteration 20F: 3 clusters Score -2.629498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -26295010.000000 Penalty: 6033.941406
	Iteration 21Q: 3 clusters Score -2.629501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26295038.000000 Penalty: 6033.941406
	Iteration 22Q: 3 clusters Score -2.629504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26295044.000000 Penalty: 6033.941406
	Iteration 23Q: 3 clusters Score -2.629504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -26295072.000000 Penalty: 6033.941406
	Iteration 24Q: 3 clusters Score -2.629507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191588 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26295066.000000 Penalty: 6033.941406
	Iteration 25Q: 3 clusters Score -2.629507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26295084.000000 Penalty: 6033.941406
	Iteration 26Q: 3 clusters Score -2.629508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191590 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26295078.000000 Penalty: 6033.941406
	Iteration 27Q: 3 clusters Score -2.629508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191592 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26295082.000000 Penalty: 6033.941406
	Iteration 28Q: 3 clusters Score -2.629508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191592 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26295100.000000 Penalty: 6033.941406
	Iteration 29Q: 3 clusters Score -2.62951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191595 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26295104.000000 Penalty: 6033.941406
	Iteration 30Q: 3 clusters Score -2.62951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26295092.000000 Penalty: 6033.941406
	Iteration 31Q: 3 clusters Score -2.629509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26295092.000000 Penalty: 6033.941406
	Iteration 32F: 3 clusters Score -2.629509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -149885.718750 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -149885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -147747.828125 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -147747.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -148186.562500 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -148186.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148385.125000 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -148385.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148494.359375 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -148494.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148564.703125 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -148564.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148616.828125 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -148616.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -148662.312500 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -148662.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -148716.015625 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -148716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -148759.437500 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -148759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -148798.046875 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -148798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148829.406250 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -148829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -148849.578125 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -148849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -148861.640625 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -148861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -148879.015625 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -148879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -148905.281250 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -148905.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -148935.953125 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -148936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -148951.546875 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -148951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -148960.453125 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -148960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148969.234375 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -148969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148974.421875 Penalty: 3539.695557
	Iteration 19Q: 3 clusters Score -148974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -148975.734375 Penalty: 3539.695557
	Iteration 20F: 3 clusters Score -148975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Entering Unmasked Estep 
Score: -4393470.500000 Penalty: 2571.110107
	Iteration 0F: 2 clusters Score -4393470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4371834.500000 Penalty: 5142.220215
	Iteration 0F: 3 clusters Score -4371834 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4379581.500000 Penalty: 5142.220215
	Iteration 1F: 3 clusters Score -4379582 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4379947.500000 Penalty: 5142.220215
	Iteration 2Q: 3 clusters Score -4379948 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4380281.500000 Penalty: 5142.220215
	Iteration 3Q: 3 clusters Score -4380282 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4380645.000000 Penalty: 5142.220215
	Iteration 4Q: 3 clusters Score -4380645 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4381028.000000 Penalty: 5142.220215
	Iteration 5Q: 3 clusters Score -4381028 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4381485.000000 Penalty: 5142.220215
	Iteration 6Q: 3 clusters Score -4381485 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4382059.500000 Penalty: 5142.220215
	Iteration 7Q: 3 clusters Score -4382060 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4382893.000000 Penalty: 5142.220215
	Iteration 8Q: 3 clusters Score -4382893 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4383988.000000 Penalty: 5142.220215
	Iteration 9F: 3 clusters Score -4383988 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4385413.000000 Penalty: 5142.220215
	Iteration 10F: 3 clusters Score -4385413 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4386940.500000 Penalty: 5142.220215
	Iteration 11F: 3 clusters Score -4386940 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4388387.000000 Penalty: 5142.220215
	Iteration 12F: 3 clusters Score -4388387 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4389456.000000 Penalty: 5142.220215
	Iteration 13Q: 3 clusters Score -4389456 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4390182.500000 Penalty: 5142.220215
	Iteration 14Q: 3 clusters Score -4390182 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4390637.000000 Penalty: 5142.220215
	Iteration 15Q: 3 clusters Score -4390637 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4390858.000000 Penalty: 5142.220215
	Iteration 16Q: 3 clusters Score -4390858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4390963.000000 Penalty: 5142.220215
	Iteration 17Q: 3 clusters Score -4390963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4391054.000000 Penalty: 5142.220215
	Iteration 18Q: 3 clusters Score -4391054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4391116.000000 Penalty: 5142.220215
	Iteration 19Q: 3 clusters Score -4391116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4391172.000000 Penalty: 5142.220215
	Iteration 20F: 3 clusters Score -4391172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4391208.500000 Penalty: 5142.220215
	Iteration 21Q: 3 clusters Score -4391208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4391234.500000 Penalty: 5142.220215
	Iteration 22Q: 3 clusters Score -4391234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4391250.000000 Penalty: 5142.220215
	Iteration 23Q: 3 clusters Score -4391250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4391268.000000 Penalty: 5142.220215
	Iteration 24Q: 3 clusters Score -4391268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4391276.500000 Penalty: 5142.220215
	Iteration 25Q: 3 clusters Score -4391276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4391280.000000 Penalty: 5142.220215
	Iteration 26Q: 3 clusters Score -4391280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4391291.000000 Penalty: 5142.220215
	Iteration 27Q: 3 clusters Score -4391291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4391303.500000 Penalty: 5142.220215
	Iteration 28Q: 3 clusters Score -4391304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4391306.000000 Penalty: 5142.220215
	Iteration 29Q: 3 clusters Score -4391306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4391307.500000 Penalty: 5142.220215
	Iteration 30Q: 3 clusters Score -4391308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4391308.500000 Penalty: 5142.220215
	Iteration 31Q: 3 clusters Score -4391308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4391309.000000 Penalty: 5142.220215
	Iteration 32Q: 3 clusters Score -4391309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4391313.000000 Penalty: 5142.220215
	Iteration 33Q: 3 clusters Score -4391313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4391317.500000 Penalty: 5142.220215
	Iteration 34Q: 3 clusters Score -4391318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4391318.500000 Penalty: 5142.220215
	Iteration 35Q: 3 clusters Score -4391318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4391320.500000 Penalty: 5142.220215
	Iteration 36Q: 3 clusters Score -4391320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4391321.500000 Penalty: 5142.220215
	Iteration 37Q: 3 clusters Score -4391322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4391321.000000 Penalty: 5142.220215
	Iteration 38Q: 3 clusters Score -4391321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4391321.500000 Penalty: 5142.220215
	Iteration 39Q: 3 clusters Score -4391322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4391321.500000 Penalty: 5142.220215
	Iteration 40F: 3 clusters Score -4391322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -86258.531250 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -86258.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84598.929688 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -84598.93 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84821.523438 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -84821.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84886.250000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -84886.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84910.703125 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -84910.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84924.914062 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -84924.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84938.070312 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -84938.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84949.382812 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -84949.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84959.148438 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -84959.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84973.828125 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -84973.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84980.460938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -84980.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84989.445312 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -84989.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85001.742188 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -85001.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85005.343750 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -85005.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85007.156250 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -85007.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85009.054688 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -85009.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85009.773438 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -85009.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85009.773438 Penalty: 3227.609619
	Iteration 16F: 3 clusters Score -85009.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -41325.554688 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -41325.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39943.363281 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -39943.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40085.078125 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -40085.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40164.105469 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -40164.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40196.937500 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -40196.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40213.957031 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -40213.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40225.226562 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -40225.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40240.320312 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -40240.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40247.640625 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -40247.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40248.957031 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -40248.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40248.957031 Penalty: 2901.265137
	Iteration 9F: 3 clusters Score -40248.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -711790.500000 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -711790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -706885.312500 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -706885.3 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -708331.500000 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -708331.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -708881.687500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -708881.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -709355.000000 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -709355 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -709790.750000 Penalty: 4286.024902
	Iteration 4F: 3 clusters Score -709790.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -710138.000000 Penalty: 4286.024902
	Iteration 5F: 3 clusters Score -710138 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -710356.687500 Penalty: 4286.024902
	Iteration 6F: 3 clusters Score -710356.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -710502.687500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -710502.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -710602.062500 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -710602.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -710673.875000 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -710673.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -710726.062500 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -710726.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -710768.125000 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -710768.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -710794.625000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -710794.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -710824.375000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -710824.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -710854.000000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -710854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -710883.812500 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -710883.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -710910.187500 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -710910.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -710934.750000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -710934.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -710961.250000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -710961.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -710985.062500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -710985.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -711003.937500 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -711003.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -711019.625000 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -711019.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -711032.750000 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -711032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711043.875000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -711043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -711050.937500 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -711050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -711060.687500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -711060.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -711066.687500 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -711066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -711074.125000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -711074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -711080.875000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -711080.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -711087.687500 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -711087.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -711095.937500 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -711095.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -711104.375000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -711104.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -711112.250000 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -711112.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -711118.750000 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -711118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -711128.125000 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -711128.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -711147.437500 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -711147.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -711169.312500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -711169.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -711198.875000 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -711198.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -711233.937500 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -711233.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -711270.437500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -711270.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -711300.437500 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -711300.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -711320.187500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -711320.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -711329.750000 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -711329.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -711338.000000 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -711338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -711342.187500 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -711342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -711345.812500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -711345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -711346.937500 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -711346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -711347.500000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -711347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -711349.625000 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -711349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -711349.625000 Penalty: 4286.024902
	Iteration 49F: 3 clusters Score -711349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (108284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Entering Unmasked Estep 
Score: -13967076.000000 Penalty: 2874.943359
	Iteration 0F: 2 clusters Score -1.396708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -13894891.000000 Penalty: 5749.886719
	Iteration 0F: 3 clusters Score -1.389489e+07 nChanged 51213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -13924906.000000 Penalty: 5749.886719
	Iteration 1F: 3 clusters Score -1.392491e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -13926578.000000 Penalty: 5749.886719
	Iteration 2Q: 3 clusters Score -1.392658e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -13929048.000000 Penalty: 5749.886719
	Iteration 3F: 3 clusters Score -1.392905e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -13932550.000000 Penalty: 5749.886719
	Iteration 4F: 3 clusters Score -1.393255e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -13937124.000000 Penalty: 5749.886719
	Iteration 5F: 3 clusters Score -1.393712e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -13943203.000000 Penalty: 5749.886719
	Iteration 6F: 3 clusters Score -1.39432e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -13949605.000000 Penalty: 5749.886719
	Iteration 7F: 3 clusters Score -1.39496e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -13955468.000000 Penalty: 5749.886719
	Iteration 8F: 3 clusters Score -1.395547e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -13959845.000000 Penalty: 5749.886719
	Iteration 9Q: 3 clusters Score -1.395984e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -13962422.000000 Penalty: 5749.886719
	Iteration 10Q: 3 clusters Score -1.396242e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -13963694.000000 Penalty: 5749.886719
	Iteration 11Q: 3 clusters Score -1.396369e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -13964397.000000 Penalty: 5749.886719
	Iteration 12Q: 3 clusters Score -1.39644e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -13964780.000000 Penalty: 5749.886719
	Iteration 13Q: 3 clusters Score -1.396478e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -13964979.000000 Penalty: 5749.886719
	Iteration 14Q: 3 clusters Score -1.396498e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -13965107.000000 Penalty: 5749.886719
	Iteration 15Q: 3 clusters Score -1.396511e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -13965201.000000 Penalty: 5749.886719
	Iteration 16Q: 3 clusters Score -1.39652e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -13965264.000000 Penalty: 5749.886719
	Iteration 17Q: 3 clusters Score -1.396526e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -13965313.000000 Penalty: 5749.886719
	Iteration 18Q: 3 clusters Score -1.396531e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -13965361.000000 Penalty: 5749.886719
	Iteration 19Q: 3 clusters Score -1.396536e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -13965412.000000 Penalty: 5749.886719
	Iteration 20F: 3 clusters Score -1.396541e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -13965420.000000 Penalty: 5749.886719
	Iteration 21Q: 3 clusters Score -1.396542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -13965446.000000 Penalty: 5749.886719
	Iteration 22Q: 3 clusters Score -1.396545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -13965470.000000 Penalty: 5749.886719
	Iteration 23Q: 3 clusters Score -1.396547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -13965489.000000 Penalty: 5749.886719
	Iteration 24Q: 3 clusters Score -1.396549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -13965492.000000 Penalty: 5749.886719
	Iteration 25Q: 3 clusters Score -1.396549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -13965492.000000 Penalty: 5749.886719
	Iteration 26Q: 3 clusters Score -1.396549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -13965505.000000 Penalty: 5749.886719
	Iteration 27Q: 3 clusters Score -1.39655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -13965500.000000 Penalty: 5749.886719
	Iteration 28Q: 3 clusters Score -1.39655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -13965509.000000 Penalty: 5749.886719
	Iteration 29Q: 3 clusters Score -1.396551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 106247 members 
Entering Unmasked Estep 
Score: -13965523.000000 Penalty: 5749.886719
	Iteration 30Q: 3 clusters Score -1.396552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -13965520.000000 Penalty: 5749.886719
	Iteration 31Q: 3 clusters Score -1.396552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -13965539.000000 Penalty: 5749.886719
	Iteration 32Q: 3 clusters Score -1.396554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -13965550.000000 Penalty: 5749.886719
	Iteration 33Q: 3 clusters Score -1.396555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -13965551.000000 Penalty: 5749.886719
	Iteration 34Q: 3 clusters Score -1.396555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 106337 members 
Entering Unmasked Estep 
Score: -13965553.000000 Penalty: 5749.886719
	Iteration 35Q: 3 clusters Score -1.396555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -13965564.000000 Penalty: 5749.886719
	Iteration 36Q: 3 clusters Score -1.396556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -13965561.000000 Penalty: 5749.886719
	Iteration 37Q: 3 clusters Score -1.396556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -13965542.000000 Penalty: 5749.886719
	Iteration 38Q: 3 clusters Score -1.396554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -13965540.000000 Penalty: 5749.886719
	Iteration 39Q: 3 clusters Score -1.396554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -13965527.000000 Penalty: 5749.886719
	Iteration 40F: 3 clusters Score -1.396553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -13965531.000000 Penalty: 5749.886719
	Iteration 41Q: 3 clusters Score -1.396553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -13965534.000000 Penalty: 5749.886719
	Iteration 42Q: 3 clusters Score -1.396553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -13965543.000000 Penalty: 5749.886719
	Iteration 43Q: 3 clusters Score -1.396554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -13965541.000000 Penalty: 5749.886719
	Iteration 44Q: 3 clusters Score -1.396554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -13965543.000000 Penalty: 5749.886719
	Iteration 45Q: 3 clusters Score -1.396554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -13965539.000000 Penalty: 5749.886719
	Iteration 46Q: 3 clusters Score -1.396554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -13965540.000000 Penalty: 5749.886719
	Iteration 47Q: 3 clusters Score -1.396554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -13965550.000000 Penalty: 5749.886719
	Iteration 48Q: 3 clusters Score -1.396555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -13965547.000000 Penalty: 5749.886719
	Iteration 49Q: 3 clusters Score -1.396555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13965556.000000 Penalty: 5749.886719
	Iteration 50Q: 3 clusters Score -1.396556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -13965560.000000 Penalty: 5749.886719
	Iteration 51Q: 3 clusters Score -1.396556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -13965563.000000 Penalty: 5749.886719
	Iteration 52Q: 3 clusters Score -1.396556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -13965559.000000 Penalty: 5749.886719
	Iteration 53Q: 3 clusters Score -1.396556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -13965568.000000 Penalty: 5749.886719
	Iteration 54Q: 3 clusters Score -1.396557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -13965565.000000 Penalty: 5749.886719
	Iteration 55Q: 3 clusters Score -1.396556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -13965578.000000 Penalty: 5749.886719
	Iteration 56Q: 3 clusters Score -1.396558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -13965579.000000 Penalty: 5749.886719
	Iteration 57Q: 3 clusters Score -1.396558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -13965581.000000 Penalty: 5749.886719
	Iteration 58Q: 3 clusters Score -1.396558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -13965589.000000 Penalty: 5749.886719
	Iteration 59Q: 3 clusters Score -1.396559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -13965591.000000 Penalty: 5749.886719
	Iteration 60F: 3 clusters Score -1.396559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -13965587.000000 Penalty: 5749.886719
	Iteration 61Q: 3 clusters Score -1.396559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -13965587.000000 Penalty: 5749.886719
	Iteration 62F: 3 clusters Score -1.396559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -118513.968750 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -118514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116647.375000 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -116647.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117038.578125 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -117038.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117373.265625 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -117373.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117903.507812 Penalty: 3405.999023
	Iteration 3F: 3 clusters Score -117903.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118336.648438 Penalty: 3405.999023
	Iteration 4F: 3 clusters Score -118336.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118471.429688 Penalty: 3405.999023
	Iteration 5F: 3 clusters Score -118471.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118597.437500 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -118597.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -118754.484375 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -118754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118807.570312 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -118807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -118824.781250 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -118824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -118853.164062 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -118853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118873.648438 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -118873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -118894.867188 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -118894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118920.375000 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -118920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118936.171875 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -118936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -118954.718750 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -118954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118969.187500 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -118969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118976.414062 Penalty: 3405.999023
	Iteration 17Q: 3 clusters Score -118976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118980.625000 Penalty: 3405.999023
	Iteration 18Q: 3 clusters Score -118980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118980.625000 Penalty: 3405.999023
	Iteration 19F: 3 clusters Score -118980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126698 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191991 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108284 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 84095 members 
Mstep: Class 27 contains 1229 members 
Mstep: Class 28 contains 12235 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
Score: -134113256.000000 Penalty: 99435.203125
Splitting cluster 23 changes total score from -134092256.000000 to -134113256.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -296969.656250 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -296969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -294183.593750 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -294183.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294685.437500 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -294685.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -294799.500000 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -294799.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -294871.000000 Penalty: 3832.420166
	Iteration 3Q: 3 clusters Score -294871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -294908.000000 Penalty: 3832.420166
	Iteration 4Q: 3 clusters Score -294908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -294939.468750 Penalty: 3832.420166
	Iteration 5Q: 3 clusters Score -294939.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -294977.781250 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -294977.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295010.156250 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -295010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295026.625000 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -295026.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -295042.093750 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -295042.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295052.906250 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -295052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295057.843750 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -295057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -295065.843750 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -295065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295072.375000 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -295072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295076.500000 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -295076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295079.593750 Penalty: 3832.420166
	Iteration 15Q: 3 clusters Score -295079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295083.093750 Penalty: 3832.420166
	Iteration 16Q: 3 clusters Score -295083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -295087.687500 Penalty: 3832.420166
	Iteration 17Q: 3 clusters Score -295087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295090.781250 Penalty: 3832.420166
	Iteration 18Q: 3 clusters Score -295090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295095.531250 Penalty: 3832.420166
	Iteration 19Q: 3 clusters Score -295095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -295097.718750 Penalty: 3832.420166
	Iteration 20F: 3 clusters Score -295097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -295099.062500 Penalty: 3832.420166
	Iteration 21Q: 3 clusters Score -295099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -295100.281250 Penalty: 3832.420166
	Iteration 22Q: 3 clusters Score -295100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -295101.718750 Penalty: 3832.420166
	Iteration 23Q: 3 clusters Score -295101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295104.593750 Penalty: 3832.420166
	Iteration 24Q: 3 clusters Score -295104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295106.156250 Penalty: 3832.420166
	Iteration 25Q: 3 clusters Score -295106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295108.437500 Penalty: 3832.420166
	Iteration 26Q: 3 clusters Score -295108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295111.218750 Penalty: 3832.420166
	Iteration 27Q: 3 clusters Score -295111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295112.093750 Penalty: 3832.420166
	Iteration 28Q: 3 clusters Score -295112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -295114.968750 Penalty: 3832.420166
	Iteration 29Q: 3 clusters Score -295115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -295117.031250 Penalty: 3832.420166
	Iteration 30Q: 3 clusters Score -295117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -295120.562500 Penalty: 3832.420166
	Iteration 31Q: 3 clusters Score -295120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295123.468750 Penalty: 3832.420166
	Iteration 32Q: 3 clusters Score -295123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -295125.531250 Penalty: 3832.420166
	Iteration 33Q: 3 clusters Score -295125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -295127.437500 Penalty: 3832.420166
	Iteration 34Q: 3 clusters Score -295127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -295128.312500 Penalty: 3832.420166
	Iteration 35Q: 3 clusters Score -295128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -295128.843750 Penalty: 3832.420166
	Iteration 36Q: 3 clusters Score -295128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -295128.843750 Penalty: 3832.420166
	Iteration 37F: 3 clusters Score -295128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104836.148438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104836.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105114.250000 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105114.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105205.523438 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -105205.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105274.554688 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -105274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105339.804688 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105339.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105404.203125 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105404.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105484.507812 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105560.125000 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105560.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105635.492188 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105635.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105713.312500 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105713.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105830.390625 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -105830.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105906.273438 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -105906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105945.062500 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105985.546875 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105985.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106024.468750 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -106024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106042.742188 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -106042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106044.304688 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -106044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106046.195312 Penalty: 3347.384766
	Iteration 17F: 3 clusters Score -106046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106051.593750 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -106051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106054.570312 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -106054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106054.570312 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -106054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 126698 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 93806 members 
Mstep: Class 11 contains 86805 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 76033 members 
Mstep: Class 16 contains 191991 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31805 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 108284 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134123928.000000 Penalty: 99435.203125
Iteration 159Q: 30 clusters Score -1.341239e+08 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 112986 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 31672 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 125699 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 94028 members 
Mstep: Class 11 contains 86534 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 76032 members 
Mstep: Class 16 contains 191369 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 31523 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 109900 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 80864 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 11195 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131080.000000 Penalty: 99435.203125
Iteration 160F: 30 clusters Score -1.341311e+08 nChanged 16211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 31662 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 124293 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 94101 members 
Mstep: Class 11 contains 86054 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 76026 members 
Mstep: Class 16 contains 190643 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 106181 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 84327 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 11552 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135256.000000 Penalty: 99435.203125
Iteration 161Q: 30 clusters Score -1.341353e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 118677 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 31635 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 123120 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 94199 members 
Mstep: Class 11 contains 85695 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 76028 members 
Mstep: Class 16 contains 190296 members 
Mstep: Class 17 contains 1258 members 
Mstep: Class 18 contains 31049 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 102802 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2269 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 86730 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 11764 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137208.000000 Penalty: 99435.203125
Iteration 162Q: 30 clusters Score -1.341372e+08 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 31603 members 
Mstep: Class 4 contains 10435 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 122039 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 94267 members 
Mstep: Class 11 contains 85452 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 76024 members 
Mstep: Class 16 contains 190169 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 30897 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 99613 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2272 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 88761 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 11976 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138504.000000 Penalty: 99435.203125
Iteration 163Q: 30 clusters Score -1.341385e+08 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 31568 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 121031 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 94293 members 
Mstep: Class 11 contains 85296 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6563 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 76022 members 
Mstep: Class 16 contains 190121 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5651 members 
Mstep: Class 22 contains 96612 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 90592 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 12144 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139424.000000 Penalty: 99435.203125
Iteration 164Q: 30 clusters Score -1.341394e+08 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 31536 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 120061 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 94319 members 
Mstep: Class 11 contains 85229 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 76021 members 
Mstep: Class 16 contains 190197 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 30729 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5650 members 
Mstep: Class 22 contains 93772 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 92236 members 
Mstep: Class 27 contains 1160 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140104.000000 Penalty: 99435.203125
Iteration 165Q: 30 clusters Score -1.341401e+08 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31496 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 119111 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 94369 members 
Mstep: Class 11 contains 85185 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 76021 members 
Mstep: Class 16 contains 190436 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 30682 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 91174 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2288 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 93686 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 12383 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140792.000000 Penalty: 99435.203125
Iteration 166Q: 30 clusters Score -1.341408e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 129032 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31456 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 118253 members 
Mstep: Class 7 contains 7051 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 94416 members 
Mstep: Class 11 contains 85188 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 76018 members 
Mstep: Class 16 contains 190731 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 30630 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 88724 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 95031 members 
Mstep: Class 27 contains 1156 members 
Mstep: Class 28 contains 12467 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141312.000000 Penalty: 99435.203125
Iteration 167Q: 30 clusters Score -1.341413e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31407 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 117394 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 7017 members 
Mstep: Class 10 contains 94440 members 
Mstep: Class 11 contains 85242 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 76016 members 
Mstep: Class 16 contains 191114 members 
Mstep: Class 17 contains 1225 members 
Mstep: Class 18 contains 30586 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 86492 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 96222 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 12545 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141584.000000 Penalty: 99435.203125
Iteration 168Q: 30 clusters Score -1.341416e+08 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 131706 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31374 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 116563 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 94495 members 
Mstep: Class 11 contains 85338 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 76009 members 
Mstep: Class 16 contains 191489 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 84390 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 97326 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 12613 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142296.000000 Penalty: 99435.203125
Iteration 169Q: 30 clusters Score -1.341423e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31343 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 115750 members 
Mstep: Class 7 contains 7073 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 94540 members 
Mstep: Class 11 contains 85455 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 76000 members 
Mstep: Class 16 contains 191938 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 30553 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 82451 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 98287 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 12663 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142408.000000 Penalty: 99435.203125
Iteration 170Q: 30 clusters Score -1.341424e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31322 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 114959 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 94564 members 
Mstep: Class 11 contains 85583 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 75992 members 
Mstep: Class 16 contains 192322 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5638 members 
Mstep: Class 22 contains 80730 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 99179 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 12718 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 171Q: 30 clusters Score -1.34143e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31301 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 114197 members 
Mstep: Class 7 contains 7092 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 7008 members 
Mstep: Class 10 contains 94586 members 
Mstep: Class 11 contains 85714 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 75988 members 
Mstep: Class 16 contains 192745 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 30492 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 79206 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 99955 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 12757 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 172Q: 30 clusters Score -1.341431e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31266 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 113492 members 
Mstep: Class 7 contains 7111 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 94583 members 
Mstep: Class 11 contains 85850 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 75988 members 
Mstep: Class 16 contains 193216 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 30477 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5632 members 
Mstep: Class 22 contains 77779 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 100662 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 12808 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 173Q: 30 clusters Score -1.341432e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 136308 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31249 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 112881 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 94590 members 
Mstep: Class 11 contains 86007 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 75991 members 
Mstep: Class 16 contains 193626 members 
Mstep: Class 17 contains 1205 members 
Mstep: Class 18 contains 30453 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5626 members 
Mstep: Class 22 contains 76445 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 101301 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 174Q: 30 clusters Score -1.341432e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 136917 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 112310 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 94605 members 
Mstep: Class 11 contains 86166 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 75988 members 
Mstep: Class 16 contains 194006 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 30435 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 75218 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 101904 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 175Q: 30 clusters Score -1.341433e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31220 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 111769 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 94617 members 
Mstep: Class 11 contains 86336 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 75986 members 
Mstep: Class 16 contains 194386 members 
Mstep: Class 17 contains 1201 members 
Mstep: Class 18 contains 30426 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 74145 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 102426 members 
Mstep: Class 27 contains 1152 members 
Mstep: Class 28 contains 12906 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 176Q: 30 clusters Score -1.341433e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 31210 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 111249 members 
Mstep: Class 7 contains 7169 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 94629 members 
Mstep: Class 11 contains 86486 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 75985 members 
Mstep: Class 16 contains 194794 members 
Mstep: Class 17 contains 1201 members 
Mstep: Class 18 contains 30411 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5626 members 
Mstep: Class 22 contains 73184 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 102899 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 12936 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 177Q: 30 clusters Score -1.341434e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 31198 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 110739 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 94643 members 
Mstep: Class 11 contains 86630 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 75985 members 
Mstep: Class 16 contains 195208 members 
Mstep: Class 17 contains 1197 members 
Mstep: Class 18 contains 30397 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 72320 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 103327 members 
Mstep: Class 27 contains 1155 members 
Mstep: Class 28 contains 12969 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 178Q: 30 clusters Score -1.341432e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 110211 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 94643 members 
Mstep: Class 11 contains 86756 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6576 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 75986 members 
Mstep: Class 16 contains 195631 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 18 contains 30401 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 71566 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 103714 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 12998 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 179Q: 30 clusters Score -1.341431e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138685 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31184 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 109778 members 
Mstep: Class 7 contains 7181 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 94655 members 
Mstep: Class 11 contains 86888 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 75987 members 
Mstep: Class 16 contains 195991 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 30408 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 70899 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 104053 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13014 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 180F: 30 clusters Score -1.341432e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31178 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 109327 members 
Mstep: Class 7 contains 7183 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 94678 members 
Mstep: Class 11 contains 86996 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 75985 members 
Mstep: Class 16 contains 196378 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 30399 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 70325 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 104358 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13033 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 181Q: 30 clusters Score -1.341432e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31169 members 
Mstep: Class 4 contains 10538 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 108912 members 
Mstep: Class 7 contains 7186 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 7036 members 
Mstep: Class 10 contains 94685 members 
Mstep: Class 11 contains 87089 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 75984 members 
Mstep: Class 16 contains 196720 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 30394 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 69834 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 104636 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13044 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 182Q: 30 clusters Score -1.34143e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31170 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 108506 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 94685 members 
Mstep: Class 11 contains 87189 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 75984 members 
Mstep: Class 16 contains 197009 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 30393 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 69383 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 104894 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13061 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 183Q: 30 clusters Score -1.341426e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139419 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31165 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 108104 members 
Mstep: Class 7 contains 7201 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 94693 members 
Mstep: Class 11 contains 87272 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 75984 members 
Mstep: Class 16 contains 197310 members 
Mstep: Class 17 contains 1190 members 
Mstep: Class 18 contains 30386 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 68934 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2429 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105126 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13079 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 184Q: 30 clusters Score -1.341427e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31169 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 107776 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 94697 members 
Mstep: Class 11 contains 87359 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 75984 members 
Mstep: Class 16 contains 197579 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 30376 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 68529 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105331 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13096 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 185Q: 30 clusters Score -1.341428e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139680 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 107447 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 94715 members 
Mstep: Class 11 contains 87444 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 75983 members 
Mstep: Class 16 contains 197843 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 18 contains 30385 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 68154 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105523 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13107 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 186Q: 30 clusters Score -1.341428e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31155 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 107104 members 
Mstep: Class 7 contains 7228 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 94721 members 
Mstep: Class 11 contains 87512 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75982 members 
Mstep: Class 16 contains 198117 members 
Mstep: Class 17 contains 1187 members 
Mstep: Class 18 contains 30395 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 67851 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105681 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 187Q: 30 clusters Score -1.341427e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31149 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 106802 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 94726 members 
Mstep: Class 11 contains 87568 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 75982 members 
Mstep: Class 16 contains 198366 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 30399 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 67591 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105826 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 188Q: 30 clusters Score -1.341426e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31144 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 106535 members 
Mstep: Class 7 contains 7238 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 94732 members 
Mstep: Class 11 contains 87609 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 75982 members 
Mstep: Class 16 contains 198598 members 
Mstep: Class 17 contains 1184 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 105933 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13144 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 189Q: 30 clusters Score -1.341424e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140050 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31141 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 106288 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 94744 members 
Mstep: Class 11 contains 87645 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 198779 members 
Mstep: Class 17 contains 1183 members 
Mstep: Class 18 contains 30401 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 67160 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106053 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13149 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 190Q: 30 clusters Score -1.341423e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31132 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 106048 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 94747 members 
Mstep: Class 11 contains 87690 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 198968 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 30404 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66992 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2433 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106145 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13155 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
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Iteration 191Q: 30 clusters Score -1.341423e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140194 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31120 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 105837 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 94746 members 
Mstep: Class 11 contains 87732 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 75983 members 
Mstep: Class 16 contains 199160 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 30401 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66836 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106219 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13160 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142144.000000 Penalty: 99435.203125
Iteration 192Q: 30 clusters Score -1.341421e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31113 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 105625 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 94752 members 
Mstep: Class 11 contains 87786 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 199354 members 
Mstep: Class 17 contains 1180 members 
Mstep: Class 18 contains 30391 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66694 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2447 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106287 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13155 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142328.000000 Penalty: 99435.203125
Iteration 193Q: 30 clusters Score -1.341423e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31105 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 105413 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94762 members 
Mstep: Class 11 contains 87838 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 199536 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30389 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66574 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106347 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13153 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142144.000000 Penalty: 99435.203125
Iteration 194Q: 30 clusters Score -1.341421e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31098 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 105238 members 
Mstep: Class 7 contains 7255 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94756 members 
Mstep: Class 11 contains 87885 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 199710 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30381 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66477 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2453 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106390 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13158 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142120.000000 Penalty: 99435.203125
Iteration 195Q: 30 clusters Score -1.341421e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31094 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 105071 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94757 members 
Mstep: Class 11 contains 87935 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 199854 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30372 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66386 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2455 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106427 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13166 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142160.000000 Penalty: 99435.203125
Iteration 196Q: 30 clusters Score -1.341422e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104913 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 87969 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 75982 members 
Mstep: Class 16 contains 199991 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30374 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66302 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2456 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13167 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142128.000000 Penalty: 99435.203125
Iteration 197Q: 30 clusters Score -1.341421e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31090 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 104787 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 94769 members 
Mstep: Class 11 contains 87998 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 75981 members 
Mstep: Class 16 contains 200103 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66244 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2457 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106494 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13170 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142112.000000 Penalty: 99435.203125
Iteration 198Q: 30 clusters Score -1.341421e+08 nChanged 230
Entering ConstructFrom: 
Score: -134142112.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (140361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Entering Unmasked Estep 
Score: -19142484.000000 Penalty: 2939.289307
	Iteration 0F: 2 clusters Score -1.914248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -19050620.000000 Penalty: 5878.578613
	Iteration 0F: 3 clusters Score -1.905062e+07 nChanged 67006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -19089276.000000 Penalty: 5878.578613
	Iteration 1F: 3 clusters Score -1.908928e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -19089934.000000 Penalty: 5878.578613
	Iteration 2Q: 3 clusters Score -1.908993e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -19090872.000000 Penalty: 5878.578613
	Iteration 3Q: 3 clusters Score -1.909087e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -19092098.000000 Penalty: 5878.578613
	Iteration 4Q: 3 clusters Score -1.90921e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -19094056.000000 Penalty: 5878.578613
	Iteration 5Q: 3 clusters Score -1.909406e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -19097400.000000 Penalty: 5878.578613
	Iteration 6Q: 3 clusters Score -1.90974e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -19102912.000000 Penalty: 5878.578613
	Iteration 7F: 3 clusters Score -1.910291e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -19111806.000000 Penalty: 5878.578613
	Iteration 8F: 3 clusters Score -1.911181e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118966 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -19121982.000000 Penalty: 5878.578613
	Iteration 9F: 3 clusters Score -1.912198e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -19130600.000000 Penalty: 5878.578613
	Iteration 10F: 3 clusters Score -1.91306e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133603 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -19135536.000000 Penalty: 5878.578613
	Iteration 11Q: 3 clusters Score -1.913554e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -19137896.000000 Penalty: 5878.578613
	Iteration 12Q: 3 clusters Score -1.91379e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19138768.000000 Penalty: 5878.578613
	Iteration 13Q: 3 clusters Score -1.913877e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19139316.000000 Penalty: 5878.578613
	Iteration 14Q: 3 clusters Score -1.913932e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19139526.000000 Penalty: 5878.578613
	Iteration 15Q: 3 clusters Score -1.913953e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19139694.000000 Penalty: 5878.578613
	Iteration 16Q: 3 clusters Score -1.913969e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19139762.000000 Penalty: 5878.578613
	Iteration 17Q: 3 clusters Score -1.913976e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139594 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19139846.000000 Penalty: 5878.578613
	Iteration 18Q: 3 clusters Score -1.913985e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19139884.000000 Penalty: 5878.578613
	Iteration 19Q: 3 clusters Score -1.913988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139689 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19139900.000000 Penalty: 5878.578613
	Iteration 20F: 3 clusters Score -1.91399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19139920.000000 Penalty: 5878.578613
	Iteration 21Q: 3 clusters Score -1.913992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19139934.000000 Penalty: 5878.578613
	Iteration 22Q: 3 clusters Score -1.913993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19139954.000000 Penalty: 5878.578613
	Iteration 23Q: 3 clusters Score -1.913995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139755 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -19139954.000000 Penalty: 5878.578613
	Iteration 24Q: 3 clusters Score -1.913995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139764 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -19139964.000000 Penalty: 5878.578613
	Iteration 25Q: 3 clusters Score -1.913996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -19139960.000000 Penalty: 5878.578613
	Iteration 26Q: 3 clusters Score -1.913996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139780 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19139964.000000 Penalty: 5878.578613
	Iteration 27Q: 3 clusters Score -1.913996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19139970.000000 Penalty: 5878.578613
	Iteration 28Q: 3 clusters Score -1.913997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19139982.000000 Penalty: 5878.578613
	Iteration 29Q: 3 clusters Score -1.913998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19139982.000000 Penalty: 5878.578613
	Iteration 30Q: 3 clusters Score -1.913998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -19139984.000000 Penalty: 5878.578613
	Iteration 31Q: 3 clusters Score -1.913998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19139978.000000 Penalty: 5878.578613
	Iteration 32Q: 3 clusters Score -1.913998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -19139984.000000 Penalty: 5878.578613
	Iteration 33Q: 3 clusters Score -1.913998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139816 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19139988.000000 Penalty: 5878.578613
	Iteration 34Q: 3 clusters Score -1.913999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139819 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19139990.000000 Penalty: 5878.578613
	Iteration 35Q: 3 clusters Score -1.913999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139819 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19139986.000000 Penalty: 5878.578613
	Iteration 36Q: 3 clusters Score -1.913999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139820 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19139992.000000 Penalty: 5878.578613
	Iteration 37Q: 3 clusters Score -1.913999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139820 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19139992.000000 Penalty: 5878.578613
	Iteration 38F: 3 clusters Score -1.913999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116608.109375 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114740.007812 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115019.757812 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -115019.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115089.523438 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -115089.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115131.781250 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -115131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115150.656250 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115174.125000 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115177.804688 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115179.375000 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -115179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115182.664062 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -115182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115185.468750 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -115185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115188.218750 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -115188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115191.492188 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -115191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115198.226562 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -115198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115200.921875 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -115200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115202.335938 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -115202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115202.335938 Penalty: 3366.771240
	Iteration 15F: 3 clusters Score -115202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Entering Unmasked Estep 
Score: -4187744.500000 Penalty: 2565.463135
	Iteration 0F: 2 clusters Score -4187744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4166502.000000 Penalty: 5130.926270
	Iteration 0F: 3 clusters Score -4166502 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4174098.000000 Penalty: 5130.926270
	Iteration 1F: 3 clusters Score -4174098 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4174543.250000 Penalty: 5130.926270
	Iteration 2Q: 3 clusters Score -4174543 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4175006.250000 Penalty: 5130.926270
	Iteration 3Q: 3 clusters Score -4175006 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4175572.000000 Penalty: 5130.926270
	Iteration 4Q: 3 clusters Score -4175572 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4176275.750000 Penalty: 5130.926270
	Iteration 5Q: 3 clusters Score -4176276 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4177304.500000 Penalty: 5130.926270
	Iteration 6F: 3 clusters Score -4177304 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4178786.500000 Penalty: 5130.926270
	Iteration 7F: 3 clusters Score -4178786 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4180724.500000 Penalty: 5130.926270
	Iteration 8F: 3 clusters Score -4180724 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4182678.750000 Penalty: 5130.926270
	Iteration 9F: 3 clusters Score -4182679 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4184126.000000 Penalty: 5130.926270
	Iteration 10Q: 3 clusters Score -4184126 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4184802.250000 Penalty: 5130.926270
	Iteration 11Q: 3 clusters Score -4184802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4185125.500000 Penalty: 5130.926270
	Iteration 12Q: 3 clusters Score -4185126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4185269.250000 Penalty: 5130.926270
	Iteration 13Q: 3 clusters Score -4185269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4185350.250000 Penalty: 5130.926270
	Iteration 14Q: 3 clusters Score -4185350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4185400.000000 Penalty: 5130.926270
	Iteration 15Q: 3 clusters Score -4185400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4185420.500000 Penalty: 5130.926270
	Iteration 16Q: 3 clusters Score -4185420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4185438.250000 Penalty: 5130.926270
	Iteration 17Q: 3 clusters Score -4185438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4185453.250000 Penalty: 5130.926270
	Iteration 18Q: 3 clusters Score -4185453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4185471.250000 Penalty: 5130.926270
	Iteration 19Q: 3 clusters Score -4185471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -4185481.500000 Penalty: 5130.926270
	Iteration 20F: 3 clusters Score -4185482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4185489.000000 Penalty: 5130.926270
	Iteration 21Q: 3 clusters Score -4185489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4185493.250000 Penalty: 5130.926270
	Iteration 22Q: 3 clusters Score -4185493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4185491.750000 Penalty: 5130.926270
	Iteration 23Q: 3 clusters Score -4185492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4185491.750000 Penalty: 5130.926270
	Iteration 24F: 3 clusters Score -4185492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Entering Unmasked Estep 
Score: -1342996.625000 Penalty: 2297.254395
	Iteration 0F: 2 clusters Score -1342997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1334991.250000 Penalty: 4594.508789
	Iteration 0F: 3 clusters Score -1334991 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1337240.625000 Penalty: 4594.508789
	Iteration 1F: 3 clusters Score -1337241 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1337620.625000 Penalty: 4594.508789
	Iteration 2F: 3 clusters Score -1337621 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1337931.375000 Penalty: 4594.508789
	Iteration 3F: 3 clusters Score -1337931 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1338222.250000 Penalty: 4594.508789
	Iteration 4F: 3 clusters Score -1338222 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1338535.000000 Penalty: 4594.508789
	Iteration 5Q: 3 clusters Score -1338535 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1338858.125000 Penalty: 4594.508789
	Iteration 6Q: 3 clusters Score -1338858 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1339186.125000 Penalty: 4594.508789
	Iteration 7Q: 3 clusters Score -1339186 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1339456.250000 Penalty: 4594.508789
	Iteration 8Q: 3 clusters Score -1339456 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1339679.125000 Penalty: 4594.508789
	Iteration 9Q: 3 clusters Score -1339679 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1339888.375000 Penalty: 4594.508789
	Iteration 10Q: 3 clusters Score -1339888 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1340109.250000 Penalty: 4594.508789
	Iteration 11Q: 3 clusters Score -1340109 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1340270.500000 Penalty: 4594.508789
	Iteration 12Q: 3 clusters Score -1340270 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1340407.875000 Penalty: 4594.508789
	Iteration 13Q: 3 clusters Score -1340408 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1340510.625000 Penalty: 4594.508789
	Iteration 14Q: 3 clusters Score -1340511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1340608.750000 Penalty: 4594.508789
	Iteration 15Q: 3 clusters Score -1340609 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1340710.000000 Penalty: 4594.508789
	Iteration 16Q: 3 clusters Score -1340710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1340788.750000 Penalty: 4594.508789
	Iteration 17Q: 3 clusters Score -1340789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1340853.250000 Penalty: 4594.508789
	Iteration 18Q: 3 clusters Score -1340853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1340889.375000 Penalty: 4594.508789
	Iteration 19Q: 3 clusters Score -1340889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1340925.500000 Penalty: 4594.508789
	Iteration 20F: 3 clusters Score -1340926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1340964.250000 Penalty: 4594.508789
	Iteration 21Q: 3 clusters Score -1340964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1340993.875000 Penalty: 4594.508789
	Iteration 22Q: 3 clusters Score -1340994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1341018.500000 Penalty: 4594.508789
	Iteration 23Q: 3 clusters Score -1341018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1341038.250000 Penalty: 4594.508789
	Iteration 24Q: 3 clusters Score -1341038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1341058.875000 Penalty: 4594.508789
	Iteration 25Q: 3 clusters Score -1341059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1341071.000000 Penalty: 4594.508789
	Iteration 26Q: 3 clusters Score -1341071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1341075.875000 Penalty: 4594.508789
	Iteration 27Q: 3 clusters Score -1341076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1341082.500000 Penalty: 4594.508789
	Iteration 28Q: 3 clusters Score -1341082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1341092.875000 Penalty: 4594.508789
	Iteration 29Q: 3 clusters Score -1341093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1341101.625000 Penalty: 4594.508789
	Iteration 30Q: 3 clusters Score -1341102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1341109.625000 Penalty: 4594.508789
	Iteration 31Q: 3 clusters Score -1341110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1341118.250000 Penalty: 4594.508789
	Iteration 32Q: 3 clusters Score -1341118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1341127.500000 Penalty: 4594.508789
	Iteration 33Q: 3 clusters Score -1341128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1341131.000000 Penalty: 4594.508789
	Iteration 34Q: 3 clusters Score -1341131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1341142.250000 Penalty: 4594.508789
	Iteration 35Q: 3 clusters Score -1341142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1341149.375000 Penalty: 4594.508789
	Iteration 36Q: 3 clusters Score -1341149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1341161.250000 Penalty: 4594.508789
	Iteration 37Q: 3 clusters Score -1341161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1341165.625000 Penalty: 4594.508789
	Iteration 38Q: 3 clusters Score -1341166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1341172.250000 Penalty: 4594.508789
	Iteration 39Q: 3 clusters Score -1341172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1341181.625000 Penalty: 4594.508789
	Iteration 40F: 3 clusters Score -1341182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1341190.500000 Penalty: 4594.508789
	Iteration 41Q: 3 clusters Score -1341190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1341195.375000 Penalty: 4594.508789
	Iteration 42Q: 3 clusters Score -1341195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1341200.625000 Penalty: 4594.508789
	Iteration 43Q: 3 clusters Score -1341201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1341206.625000 Penalty: 4594.508789
	Iteration 44Q: 3 clusters Score -1341207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1341216.875000 Penalty: 4594.508789
	Iteration 45Q: 3 clusters Score -1341217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1341220.250000 Penalty: 4594.508789
	Iteration 46Q: 3 clusters Score -1341220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1341225.500000 Penalty: 4594.508789
	Iteration 47Q: 3 clusters Score -1341226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1341234.250000 Penalty: 4594.508789
	Iteration 48Q: 3 clusters Score -1341234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1341243.625000 Penalty: 4594.508789
	Iteration 49Q: 3 clusters Score -1341244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1341251.625000 Penalty: 4594.508789
	Iteration 50Q: 3 clusters Score -1341252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1341259.125000 Penalty: 4594.508789
	Iteration 51Q: 3 clusters Score -1341259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1341266.000000 Penalty: 4594.508789
	Iteration 52Q: 3 clusters Score -1341266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1341279.875000 Penalty: 4594.508789
	Iteration 53Q: 3 clusters Score -1341280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1341289.125000 Penalty: 4594.508789
	Iteration 54Q: 3 clusters Score -1341289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1341295.625000 Penalty: 4594.508789
	Iteration 55Q: 3 clusters Score -1341296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1341303.750000 Penalty: 4594.508789
	Iteration 56Q: 3 clusters Score -1341304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1341311.125000 Penalty: 4594.508789
	Iteration 57Q: 3 clusters Score -1341311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1341316.750000 Penalty: 4594.508789
	Iteration 58Q: 3 clusters Score -1341317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1341320.625000 Penalty: 4594.508789
	Iteration 59Q: 3 clusters Score -1341321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1341321.375000 Penalty: 4594.508789
	Iteration 60F: 3 clusters Score -1341321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1341328.000000 Penalty: 4594.508789
	Iteration 61Q: 3 clusters Score -1341328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1341327.750000 Penalty: 4594.508789
	Iteration 62Q: 3 clusters Score -1341328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1341328.000000 Penalty: 4594.508789
	Iteration 63Q: 3 clusters Score -1341328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1341333.625000 Penalty: 4594.508789
	Iteration 64Q: 3 clusters Score -1341334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1341333.000000 Penalty: 4594.508789
	Iteration 65Q: 3 clusters Score -1341333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1341337.875000 Penalty: 4594.508789
	Iteration 66Q: 3 clusters Score -1341338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1341337.375000 Penalty: 4594.508789
	Iteration 67Q: 3 clusters Score -1341337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1341341.375000 Penalty: 4594.508789
	Iteration 68Q: 3 clusters Score -1341341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1341341.000000 Penalty: 4594.508789
	Iteration 69Q: 3 clusters Score -1341341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1341345.750000 Penalty: 4594.508789
	Iteration 70Q: 3 clusters Score -1341346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1341345.500000 Penalty: 4594.508789
	Iteration 71Q: 3 clusters Score -1341346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1341345.125000 Penalty: 4594.508789
	Iteration 72Q: 3 clusters Score -1341345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1341346.375000 Penalty: 4594.508789
	Iteration 73Q: 3 clusters Score -1341346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1341348.250000 Penalty: 4594.508789
	Iteration 74Q: 3 clusters Score -1341348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1341347.375000 Penalty: 4594.508789
	Iteration 75Q: 3 clusters Score -1341347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1341351.375000 Penalty: 4594.508789
	Iteration 76Q: 3 clusters Score -1341351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1341352.000000 Penalty: 4594.508789
	Iteration 77Q: 3 clusters Score -1341352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1341354.375000 Penalty: 4594.508789
	Iteration 78Q: 3 clusters Score -1341354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1341356.000000 Penalty: 4594.508789
	Iteration 79Q: 3 clusters Score -1341356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1341357.000000 Penalty: 4594.508789
	Iteration 80F: 3 clusters Score -1341357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1341358.250000 Penalty: 4594.508789
	Iteration 81Q: 3 clusters Score -1341358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1341361.500000 Penalty: 4594.508789
	Iteration 82Q: 3 clusters Score -1341362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1341362.875000 Penalty: 4594.508789
	Iteration 83Q: 3 clusters Score -1341363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1341366.125000 Penalty: 4594.508789
	Iteration 84Q: 3 clusters Score -1341366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1341368.375000 Penalty: 4594.508789
	Iteration 85Q: 3 clusters Score -1341368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1341370.500000 Penalty: 4594.508789
	Iteration 86Q: 3 clusters Score -1341370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1341370.250000 Penalty: 4594.508789
	Iteration 87Q: 3 clusters Score -1341370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1341374.750000 Penalty: 4594.508789
	Iteration 88Q: 3 clusters Score -1341375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1341376.750000 Penalty: 4594.508789
	Iteration 89Q: 3 clusters Score -1341377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1341377.250000 Penalty: 4594.508789
	Iteration 90Q: 3 clusters Score -1341377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1341385.625000 Penalty: 4594.508789
	Iteration 91Q: 3 clusters Score -1341386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1341387.625000 Penalty: 4594.508789
	Iteration 92Q: 3 clusters Score -1341388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1341391.250000 Penalty: 4594.508789
	Iteration 93Q: 3 clusters Score -1341391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1341395.125000 Penalty: 4594.508789
	Iteration 94Q: 3 clusters Score -1341395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1341394.750000 Penalty: 4594.508789
	Iteration 95Q: 3 clusters Score -1341395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1341394.625000 Penalty: 4594.508789
	Iteration 96Q: 3 clusters Score -1341395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1341397.625000 Penalty: 4594.508789
	Iteration 97Q: 3 clusters Score -1341398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1341396.750000 Penalty: 4594.508789
	Iteration 98Q: 3 clusters Score -1341397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1341397.875000 Penalty: 4594.508789
	Iteration 99Q: 3 clusters Score -1341398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1341397.125000 Penalty: 4594.508789
	Iteration 100F: 3 clusters Score -1341397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1341402.250000 Penalty: 4594.508789
	Iteration 101Q: 3 clusters Score -1341402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1341402.125000 Penalty: 4594.508789
	Iteration 102Q: 3 clusters Score -1341402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1341405.125000 Penalty: 4594.508789
	Iteration 103Q: 3 clusters Score -1341405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1341406.500000 Penalty: 4594.508789
	Iteration 104Q: 3 clusters Score -1341406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1341407.125000 Penalty: 4594.508789
	Iteration 105Q: 3 clusters Score -1341407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1341406.250000 Penalty: 4594.508789
	Iteration 106Q: 3 clusters Score -1341406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1341408.125000 Penalty: 4594.508789
	Iteration 107Q: 3 clusters Score -1341408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1341407.750000 Penalty: 4594.508789
	Iteration 108Q: 3 clusters Score -1341408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1341409.000000 Penalty: 4594.508789
	Iteration 109Q: 3 clusters Score -1341409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1341409.000000 Penalty: 4594.508789
	Iteration 110F: 3 clusters Score -1341409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -320984.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -320984 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 1200 members 
Entering Unmasked Estep 
Score: -318082.187500 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -318082.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -318572.250000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -318572.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -318688.093750 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -318688.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -318765.031250 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -318765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -318819.062500 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -318819.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -318869.937500 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -318869.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -318916.968750 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -318917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -318946.375000 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -318946.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -318981.968750 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -318982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -319011.937500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -319011.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -319051.562500 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -319051.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319093.093750 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -319093.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -319149.312500 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -319149.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -319255.906250 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -319255.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -319400.531250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -319400.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -319592.218750 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -319592.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -319744.343750 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -319744.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -319828.843750 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -319828.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -319887.937500 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -319887.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -319938.156250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -319938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -319968.906250 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -319968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -319993.437500 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -319993.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -320015.968750 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -320016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -320032.468750 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -320032.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -320046.500000 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -320046.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -320053.593750 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -320053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -320059.968750 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -320060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -320062.781250 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -320062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -320066.250000 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -320066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -320068.031250 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -320068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -320068.343750 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -320068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -320068.343750 Penalty: 3859.030273
	Iteration 31F: 3 clusters Score -320068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Entering Unmasked Estep 
Score: -14313056.000000 Penalty: 2866.555664
	Iteration 0F: 2 clusters Score -1.431306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -14243330.000000 Penalty: 5733.111328
	Iteration 0F: 3 clusters Score -1.424333e+07 nChanged 49299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -14271262.000000 Penalty: 5733.111328
	Iteration 1F: 3 clusters Score -1.427126e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -14272245.000000 Penalty: 5733.111328
	Iteration 2Q: 3 clusters Score -1.427224e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -14273456.000000 Penalty: 5733.111328
	Iteration 3Q: 3 clusters Score -1.427346e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -14275071.000000 Penalty: 5733.111328
	Iteration 4Q: 3 clusters Score -1.427507e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -14277571.000000 Penalty: 5733.111328
	Iteration 5Q: 3 clusters Score -1.427757e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -14281476.000000 Penalty: 5733.111328
	Iteration 6F: 3 clusters Score -1.428148e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -14286845.000000 Penalty: 5733.111328
	Iteration 7F: 3 clusters Score -1.428684e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -14292932.000000 Penalty: 5733.111328
	Iteration 8F: 3 clusters Score -1.429293e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -14298168.000000 Penalty: 5733.111328
	Iteration 9F: 3 clusters Score -1.429817e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -14301898.000000 Penalty: 5733.111328
	Iteration 10Q: 3 clusters Score -1.43019e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -14304124.000000 Penalty: 5733.111328
	Iteration 11Q: 3 clusters Score -1.430412e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -14305677.000000 Penalty: 5733.111328
	Iteration 12Q: 3 clusters Score -1.430568e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -14306840.000000 Penalty: 5733.111328
	Iteration 13Q: 3 clusters Score -1.430684e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -14307772.000000 Penalty: 5733.111328
	Iteration 14Q: 3 clusters Score -1.430777e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -14308527.000000 Penalty: 5733.111328
	Iteration 15Q: 3 clusters Score -1.430853e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -14309285.000000 Penalty: 5733.111328
	Iteration 16Q: 3 clusters Score -1.430928e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -14309903.000000 Penalty: 5733.111328
	Iteration 17Q: 3 clusters Score -1.43099e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -14310440.000000 Penalty: 5733.111328
	Iteration 18Q: 3 clusters Score -1.431044e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -14310774.000000 Penalty: 5733.111328
	Iteration 19Q: 3 clusters Score -1.431077e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -14311058.000000 Penalty: 5733.111328
	Iteration 20F: 3 clusters Score -1.431106e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -14311246.000000 Penalty: 5733.111328
	Iteration 21Q: 3 clusters Score -1.431125e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -14311397.000000 Penalty: 5733.111328
	Iteration 22Q: 3 clusters Score -1.43114e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -14311541.000000 Penalty: 5733.111328
	Iteration 23Q: 3 clusters Score -1.431154e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -14311627.000000 Penalty: 5733.111328
	Iteration 24Q: 3 clusters Score -1.431163e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -14311627.000000 Penalty: 5733.111328
	Iteration 25Q: 3 clusters Score -1.431163e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -14311686.000000 Penalty: 5733.111328
	Iteration 26Q: 3 clusters Score -1.431169e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -14311747.000000 Penalty: 5733.111328
	Iteration 27Q: 3 clusters Score -1.431175e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -14311865.000000 Penalty: 5733.111328
	Iteration 28Q: 3 clusters Score -1.431186e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -14311954.000000 Penalty: 5733.111328
	Iteration 29Q: 3 clusters Score -1.431195e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -14312041.000000 Penalty: 5733.111328
	Iteration 30Q: 3 clusters Score -1.431204e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -14312131.000000 Penalty: 5733.111328
	Iteration 31Q: 3 clusters Score -1.431213e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -14312139.000000 Penalty: 5733.111328
	Iteration 32Q: 3 clusters Score -1.431214e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -14312158.000000 Penalty: 5733.111328
	Iteration 33Q: 3 clusters Score -1.431216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -14312150.000000 Penalty: 5733.111328
	Iteration 34Q: 3 clusters Score -1.431215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -14312173.000000 Penalty: 5733.111328
	Iteration 35Q: 3 clusters Score -1.431217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -14312184.000000 Penalty: 5733.111328
	Iteration 36Q: 3 clusters Score -1.431218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -14312200.000000 Penalty: 5733.111328
	Iteration 37Q: 3 clusters Score -1.43122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -14312206.000000 Penalty: 5733.111328
	Iteration 38Q: 3 clusters Score -1.431221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -14312210.000000 Penalty: 5733.111328
	Iteration 39Q: 3 clusters Score -1.431221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -14312227.000000 Penalty: 5733.111328
	Iteration 40F: 3 clusters Score -1.431223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -14312233.000000 Penalty: 5733.111328
	Iteration 41Q: 3 clusters Score -1.431223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -14312265.000000 Penalty: 5733.111328
	Iteration 42Q: 3 clusters Score -1.431226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -14312269.000000 Penalty: 5733.111328
	Iteration 43Q: 3 clusters Score -1.431227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -14312276.000000 Penalty: 5733.111328
	Iteration 44Q: 3 clusters Score -1.431228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -14312272.000000 Penalty: 5733.111328
	Iteration 45Q: 3 clusters Score -1.431227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -14312274.000000 Penalty: 5733.111328
	Iteration 46Q: 3 clusters Score -1.431227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -14312274.000000 Penalty: 5733.111328
	Iteration 47Q: 3 clusters Score -1.431227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -14312272.000000 Penalty: 5733.111328
	Iteration 48Q: 3 clusters Score -1.431227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -14312278.000000 Penalty: 5733.111328
	Iteration 49Q: 3 clusters Score -1.431228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -14312273.000000 Penalty: 5733.111328
	Iteration 50Q: 3 clusters Score -1.431227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -14312265.000000 Penalty: 5733.111328
	Iteration 51Q: 3 clusters Score -1.431226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -14312261.000000 Penalty: 5733.111328
	Iteration 52Q: 3 clusters Score -1.431226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -14312262.000000 Penalty: 5733.111328
	Iteration 53Q: 3 clusters Score -1.431226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -14312268.000000 Penalty: 5733.111328
	Iteration 54Q: 3 clusters Score -1.431227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -14312270.000000 Penalty: 5733.111328
	Iteration 55Q: 3 clusters Score -1.431227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -14312265.000000 Penalty: 5733.111328
	Iteration 56Q: 3 clusters Score -1.431226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -14312265.000000 Penalty: 5733.111328
	Iteration 57F: 3 clusters Score -1.431226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -989191.625000 Penalty: 2204.890137
	Iteration 0F: 2 clusters Score -989191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -983305.250000 Penalty: 4409.780273
	Iteration 0F: 3 clusters Score -983305.2 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -984915.312500 Penalty: 4409.780273
	Iteration 1F: 3 clusters Score -984915.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -985174.500000 Penalty: 4409.780273
	Iteration 2F: 3 clusters Score -985174.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -985314.875000 Penalty: 4409.780273
	Iteration 3Q: 3 clusters Score -985314.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -985405.875000 Penalty: 4409.780273
	Iteration 4Q: 3 clusters Score -985405.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -985464.062500 Penalty: 4409.780273
	Iteration 5Q: 3 clusters Score -985464.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -985522.250000 Penalty: 4409.780273
	Iteration 6Q: 3 clusters Score -985522.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -985572.687500 Penalty: 4409.780273
	Iteration 7Q: 3 clusters Score -985572.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -985608.125000 Penalty: 4409.780273
	Iteration 8Q: 3 clusters Score -985608.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -985634.812500 Penalty: 4409.780273
	Iteration 9Q: 3 clusters Score -985634.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -985655.562500 Penalty: 4409.780273
	Iteration 10Q: 3 clusters Score -985655.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -985683.187500 Penalty: 4409.780273
	Iteration 11Q: 3 clusters Score -985683.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -985701.687500 Penalty: 4409.780273
	Iteration 12Q: 3 clusters Score -985701.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -985721.687500 Penalty: 4409.780273
	Iteration 13Q: 3 clusters Score -985721.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -985739.625000 Penalty: 4409.780273
	Iteration 14Q: 3 clusters Score -985739.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -985749.000000 Penalty: 4409.780273
	Iteration 15Q: 3 clusters Score -985749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -985762.875000 Penalty: 4409.780273
	Iteration 16Q: 3 clusters Score -985762.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -985777.687500 Penalty: 4409.780273
	Iteration 17Q: 3 clusters Score -985777.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -985790.625000 Penalty: 4409.780273
	Iteration 18Q: 3 clusters Score -985790.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -985799.187500 Penalty: 4409.780273
	Iteration 19Q: 3 clusters Score -985799.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -985812.500000 Penalty: 4409.780273
	Iteration 20F: 3 clusters Score -985812.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -985829.000000 Penalty: 4409.780273
	Iteration 21Q: 3 clusters Score -985829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -985840.562500 Penalty: 4409.780273
	Iteration 22Q: 3 clusters Score -985840.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -985853.437500 Penalty: 4409.780273
	Iteration 23Q: 3 clusters Score -985853.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -985867.687500 Penalty: 4409.780273
	Iteration 24Q: 3 clusters Score -985867.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -985878.062500 Penalty: 4409.780273
	Iteration 25Q: 3 clusters Score -985878.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -985885.312500 Penalty: 4409.780273
	Iteration 26Q: 3 clusters Score -985885.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -985898.375000 Penalty: 4409.780273
	Iteration 27Q: 3 clusters Score -985898.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -985907.750000 Penalty: 4409.780273
	Iteration 28Q: 3 clusters Score -985907.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -985917.187500 Penalty: 4409.780273
	Iteration 29Q: 3 clusters Score -985917.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -985928.250000 Penalty: 4409.780273
	Iteration 30Q: 3 clusters Score -985928.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -985939.187500 Penalty: 4409.780273
	Iteration 31Q: 3 clusters Score -985939.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -985946.250000 Penalty: 4409.780273
	Iteration 32Q: 3 clusters Score -985946.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -985962.250000 Penalty: 4409.780273
	Iteration 33Q: 3 clusters Score -985962.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -985973.187500 Penalty: 4409.780273
	Iteration 34Q: 3 clusters Score -985973.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -985983.250000 Penalty: 4409.780273
	Iteration 35Q: 3 clusters Score -985983.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -985995.750000 Penalty: 4409.780273
	Iteration 36Q: 3 clusters Score -985995.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -986004.125000 Penalty: 4409.780273
	Iteration 37Q: 3 clusters Score -986004.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -986014.687500 Penalty: 4409.780273
	Iteration 38Q: 3 clusters Score -986014.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -986026.812500 Penalty: 4409.780273
	Iteration 39Q: 3 clusters Score -986026.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -986036.000000 Penalty: 4409.780273
	Iteration 40F: 3 clusters Score -986036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -986054.750000 Penalty: 4409.780273
	Iteration 41Q: 3 clusters Score -986054.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -986073.562500 Penalty: 4409.780273
	Iteration 42Q: 3 clusters Score -986073.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -986092.187500 Penalty: 4409.780273
	Iteration 43Q: 3 clusters Score -986092.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -986113.250000 Penalty: 4409.780273
	Iteration 44Q: 3 clusters Score -986113.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -986145.687500 Penalty: 4409.780273
	Iteration 45Q: 3 clusters Score -986145.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -986178.812500 Penalty: 4409.780273
	Iteration 46Q: 3 clusters Score -986178.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -986219.812500 Penalty: 4409.780273
	Iteration 47Q: 3 clusters Score -986219.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -986261.125000 Penalty: 4409.780273
	Iteration 48Q: 3 clusters Score -986261.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -986309.562500 Penalty: 4409.780273
	Iteration 49Q: 3 clusters Score -986309.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -986360.125000 Penalty: 4409.780273
	Iteration 50Q: 3 clusters Score -986360.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -986411.500000 Penalty: 4409.780273
	Iteration 51Q: 3 clusters Score -986411.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -986455.687500 Penalty: 4409.780273
	Iteration 52Q: 3 clusters Score -986455.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -986500.375000 Penalty: 4409.780273
	Iteration 53Q: 3 clusters Score -986500.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -986548.625000 Penalty: 4409.780273
	Iteration 54Q: 3 clusters Score -986548.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -986600.875000 Penalty: 4409.780273
	Iteration 55Q: 3 clusters Score -986600.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -986650.437500 Penalty: 4409.780273
	Iteration 56Q: 3 clusters Score -986650.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -986695.125000 Penalty: 4409.780273
	Iteration 57Q: 3 clusters Score -986695.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -986739.750000 Penalty: 4409.780273
	Iteration 58Q: 3 clusters Score -986739.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -986788.062500 Penalty: 4409.780273
	Iteration 59Q: 3 clusters Score -986788.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -986829.437500 Penalty: 4409.780273
	Iteration 60F: 3 clusters Score -986829.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -986876.625000 Penalty: 4409.780273
	Iteration 61Q: 3 clusters Score -986876.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -986924.062500 Penalty: 4409.780273
	Iteration 62Q: 3 clusters Score -986924.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -986960.312500 Penalty: 4409.780273
	Iteration 63Q: 3 clusters Score -986960.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -986995.812500 Penalty: 4409.780273
	Iteration 64Q: 3 clusters Score -986995.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -987025.250000 Penalty: 4409.780273
	Iteration 65Q: 3 clusters Score -987025.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -987052.375000 Penalty: 4409.780273
	Iteration 66Q: 3 clusters Score -987052.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -987064.312500 Penalty: 4409.780273
	Iteration 67Q: 3 clusters Score -987064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -987077.250000 Penalty: 4409.780273
	Iteration 68Q: 3 clusters Score -987077.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -987087.375000 Penalty: 4409.780273
	Iteration 69Q: 3 clusters Score -987087.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -987101.375000 Penalty: 4409.780273
	Iteration 70Q: 3 clusters Score -987101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -987117.000000 Penalty: 4409.780273
	Iteration 71Q: 3 clusters Score -987117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -987136.875000 Penalty: 4409.780273
	Iteration 72Q: 3 clusters Score -987136.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -987153.687500 Penalty: 4409.780273
	Iteration 73Q: 3 clusters Score -987153.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -987172.500000 Penalty: 4409.780273
	Iteration 74Q: 3 clusters Score -987172.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -987187.875000 Penalty: 4409.780273
	Iteration 75Q: 3 clusters Score -987187.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -987203.312500 Penalty: 4409.780273
	Iteration 76Q: 3 clusters Score -987203.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -987213.437500 Penalty: 4409.780273
	Iteration 77Q: 3 clusters Score -987213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -987223.062500 Penalty: 4409.780273
	Iteration 78Q: 3 clusters Score -987223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -987231.250000 Penalty: 4409.780273
	Iteration 79Q: 3 clusters Score -987231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -987239.187500 Penalty: 4409.780273
	Iteration 80F: 3 clusters Score -987239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -987247.312500 Penalty: 4409.780273
	Iteration 81Q: 3 clusters Score -987247.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -987258.000000 Penalty: 4409.780273
	Iteration 82Q: 3 clusters Score -987258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -987266.375000 Penalty: 4409.780273
	Iteration 83Q: 3 clusters Score -987266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -987273.312500 Penalty: 4409.780273
	Iteration 84Q: 3 clusters Score -987273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -987280.562500 Penalty: 4409.780273
	Iteration 85Q: 3 clusters Score -987280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -987285.312500 Penalty: 4409.780273
	Iteration 86Q: 3 clusters Score -987285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -987291.437500 Penalty: 4409.780273
	Iteration 87Q: 3 clusters Score -987291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -987295.437500 Penalty: 4409.780273
	Iteration 88Q: 3 clusters Score -987295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -987299.625000 Penalty: 4409.780273
	Iteration 89Q: 3 clusters Score -987299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -987306.125000 Penalty: 4409.780273
	Iteration 90Q: 3 clusters Score -987306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -987308.187500 Penalty: 4409.780273
	Iteration 91Q: 3 clusters Score -987308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -987309.062500 Penalty: 4409.780273
	Iteration 92Q: 3 clusters Score -987309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -987309.062500 Penalty: 4409.780273
	Iteration 93F: 3 clusters Score -987309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -587510.250000 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -587510.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -583280.625000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -583280.6 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -584289.750000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -584289.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -584525.500000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -584525.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -584708.625000 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -584708.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -584884.375000 Penalty: 4166.949707
	Iteration 4Q: 3 clusters Score -584884.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -585041.500000 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -585041.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -585162.625000 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -585162.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -585241.812500 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -585241.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -585313.312500 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -585313.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -585362.562500 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -585362.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -585402.750000 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -585402.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -585438.812500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -585438.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -585471.250000 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -585471.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -585498.687500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -585498.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -585524.187500 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -585524.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -585543.125000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -585543.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -585565.750000 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -585565.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -585580.750000 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -585580.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -585593.437500 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -585593.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -585601.687500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -585601.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -585606.437500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -585606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -585611.562500 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -585611.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -585619.625000 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -585619.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -585630.875000 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -585630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -585645.562500 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -585645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -585653.062500 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -585653.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -585666.187500 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -585666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -585674.750000 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -585674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -585686.875000 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -585686.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -585697.000000 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -585697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -585701.500000 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -585701.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -585707.187500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -585707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -585710.062500 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -585710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -585713.062500 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -585713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -585717.000000 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -585717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -585719.937500 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -585719.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -585725.875000 Penalty: 4166.949707
	Iteration 36Q: 3 clusters Score -585725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -585729.437500 Penalty: 4166.949707
	Iteration 37Q: 3 clusters Score -585729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -585732.562500 Penalty: 4166.949707
	Iteration 38Q: 3 clusters Score -585732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -585737.937500 Penalty: 4166.949707
	Iteration 39Q: 3 clusters Score -585737.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -585744.250000 Penalty: 4166.949707
	Iteration 40F: 3 clusters Score -585744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -585746.562500 Penalty: 4166.949707
	Iteration 41Q: 3 clusters Score -585746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -585752.437500 Penalty: 4166.949707
	Iteration 42Q: 3 clusters Score -585752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -585754.937500 Penalty: 4166.949707
	Iteration 43Q: 3 clusters Score -585754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -585758.625000 Penalty: 4166.949707
	Iteration 44Q: 3 clusters Score -585758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -585763.437500 Penalty: 4166.949707
	Iteration 45Q: 3 clusters Score -585763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -585767.750000 Penalty: 4166.949707
	Iteration 46Q: 3 clusters Score -585767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -585771.375000 Penalty: 4166.949707
	Iteration 47Q: 3 clusters Score -585771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -585773.937500 Penalty: 4166.949707
	Iteration 48Q: 3 clusters Score -585773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -585774.937500 Penalty: 4166.949707
	Iteration 49Q: 3 clusters Score -585774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -585777.187500 Penalty: 4166.949707
	Iteration 50Q: 3 clusters Score -585777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -585779.062500 Penalty: 4166.949707
	Iteration 51Q: 3 clusters Score -585779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -585779.062500 Penalty: 4166.949707
	Iteration 52F: 3 clusters Score -585779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -901631.500000 Penalty: 2197.966064
	Iteration 0F: 2 clusters Score -901631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -895821.625000 Penalty: 4395.932129
	Iteration 0F: 3 clusters Score -895821.6 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -897293.562500 Penalty: 4395.932129
	Iteration 1F: 3 clusters Score -897293.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -897530.437500 Penalty: 4395.932129
	Iteration 2F: 3 clusters Score -897530.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -897708.750000 Penalty: 4395.932129
	Iteration 3F: 3 clusters Score -897708.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -897884.125000 Penalty: 4395.932129
	Iteration 4Q: 3 clusters Score -897884.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -898044.312500 Penalty: 4395.932129
	Iteration 5Q: 3 clusters Score -898044.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -898164.812500 Penalty: 4395.932129
	Iteration 6Q: 3 clusters Score -898164.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -898262.375000 Penalty: 4395.932129
	Iteration 7Q: 3 clusters Score -898262.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -898350.125000 Penalty: 4395.932129
	Iteration 8Q: 3 clusters Score -898350.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -898452.687500 Penalty: 4395.932129
	Iteration 9Q: 3 clusters Score -898452.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -898555.937500 Penalty: 4395.932129
	Iteration 10Q: 3 clusters Score -898555.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -898659.250000 Penalty: 4395.932129
	Iteration 11Q: 3 clusters Score -898659.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -898766.312500 Penalty: 4395.932129
	Iteration 12Q: 3 clusters Score -898766.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -898861.062500 Penalty: 4395.932129
	Iteration 13Q: 3 clusters Score -898861.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -898950.625000 Penalty: 4395.932129
	Iteration 14Q: 3 clusters Score -898950.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -899028.937500 Penalty: 4395.932129
	Iteration 15Q: 3 clusters Score -899028.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -899118.750000 Penalty: 4395.932129
	Iteration 16Q: 3 clusters Score -899118.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -899200.750000 Penalty: 4395.932129
	Iteration 17Q: 3 clusters Score -899200.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -899290.312500 Penalty: 4395.932129
	Iteration 18Q: 3 clusters Score -899290.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -899429.687500 Penalty: 4395.932129
	Iteration 19Q: 3 clusters Score -899429.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -899569.312500 Penalty: 4395.932129
	Iteration 20F: 3 clusters Score -899569.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -899707.375000 Penalty: 4395.932129
	Iteration 21Q: 3 clusters Score -899707.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -899867.000000 Penalty: 4395.932129
	Iteration 22Q: 3 clusters Score -899867 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -899995.000000 Penalty: 4395.932129
	Iteration 23Q: 3 clusters Score -899995 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -900146.437500 Penalty: 4395.932129
	Iteration 24Q: 3 clusters Score -900146.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -900313.625000 Penalty: 4395.932129
	Iteration 25Q: 3 clusters Score -900313.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -900414.187500 Penalty: 4395.932129
	Iteration 26Q: 3 clusters Score -900414.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -900474.562500 Penalty: 4395.932129
	Iteration 27Q: 3 clusters Score -900474.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -900521.625000 Penalty: 4395.932129
	Iteration 28Q: 3 clusters Score -900521.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -900560.437500 Penalty: 4395.932129
	Iteration 29Q: 3 clusters Score -900560.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -900609.687500 Penalty: 4395.932129
	Iteration 30Q: 3 clusters Score -900609.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -900631.937500 Penalty: 4395.932129
	Iteration 31Q: 3 clusters Score -900631.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -900640.562500 Penalty: 4395.932129
	Iteration 32Q: 3 clusters Score -900640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -900652.625000 Penalty: 4395.932129
	Iteration 33Q: 3 clusters Score -900652.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -900659.187500 Penalty: 4395.932129
	Iteration 34Q: 3 clusters Score -900659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -900660.437500 Penalty: 4395.932129
	Iteration 35Q: 3 clusters Score -900660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -900662.250000 Penalty: 4395.932129
	Iteration 36Q: 3 clusters Score -900662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -900665.687500 Penalty: 4395.932129
	Iteration 37Q: 3 clusters Score -900665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -900668.937500 Penalty: 4395.932129
	Iteration 38Q: 3 clusters Score -900668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -900669.875000 Penalty: 4395.932129
	Iteration 39Q: 3 clusters Score -900669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -900670.437500 Penalty: 4395.932129
	Iteration 40F: 3 clusters Score -900670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -900670.187500 Penalty: 4395.932129
	Iteration 41Q: 3 clusters Score -900670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -900669.750000 Penalty: 4395.932129
	Iteration 42Q: 3 clusters Score -900669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -900670.562500 Penalty: 4395.932129
	Iteration 43Q: 3 clusters Score -900670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -900670.562500 Penalty: 4395.932129
	Iteration 44F: 3 clusters Score -900670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Entering Unmasked Estep 
Score: -12940781.000000 Penalty: 2841.873047
	Iteration 0F: 2 clusters Score -1.294078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -12877626.000000 Penalty: 5683.746094
	Iteration 0F: 3 clusters Score -1.287763e+07 nChanged 44691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -12902946.000000 Penalty: 5683.746094
	Iteration 1F: 3 clusters Score -1.290295e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -12903858.000000 Penalty: 5683.746094
	Iteration 2Q: 3 clusters Score -1.290386e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -12905215.000000 Penalty: 5683.746094
	Iteration 3Q: 3 clusters Score -1.290522e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -12907522.000000 Penalty: 5683.746094
	Iteration 4F: 3 clusters Score -1.290752e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -12911363.000000 Penalty: 5683.746094
	Iteration 5F: 3 clusters Score -1.291136e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -12916981.000000 Penalty: 5683.746094
	Iteration 6F: 3 clusters Score -1.291698e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -12922787.000000 Penalty: 5683.746094
	Iteration 7F: 3 clusters Score -1.292279e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -12927734.000000 Penalty: 5683.746094
	Iteration 8F: 3 clusters Score -1.292773e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -12931431.000000 Penalty: 5683.746094
	Iteration 9Q: 3 clusters Score -1.293143e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -12934057.000000 Penalty: 5683.746094
	Iteration 10Q: 3 clusters Score -1.293406e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -12935829.000000 Penalty: 5683.746094
	Iteration 11Q: 3 clusters Score -1.293583e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -12936983.000000 Penalty: 5683.746094
	Iteration 12Q: 3 clusters Score -1.293698e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -12937619.000000 Penalty: 5683.746094
	Iteration 13Q: 3 clusters Score -1.293762e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -12937873.000000 Penalty: 5683.746094
	Iteration 14Q: 3 clusters Score -1.293787e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -12938043.000000 Penalty: 5683.746094
	Iteration 15Q: 3 clusters Score -1.293804e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -12938131.000000 Penalty: 5683.746094
	Iteration 16Q: 3 clusters Score -1.293813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -12938168.000000 Penalty: 5683.746094
	Iteration 17Q: 3 clusters Score -1.293817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -12938199.000000 Penalty: 5683.746094
	Iteration 18Q: 3 clusters Score -1.29382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -12938227.000000 Penalty: 5683.746094
	Iteration 19Q: 3 clusters Score -1.293823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -12938251.000000 Penalty: 5683.746094
	Iteration 20F: 3 clusters Score -1.293825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -12938263.000000 Penalty: 5683.746094
	Iteration 21Q: 3 clusters Score -1.293826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -12938270.000000 Penalty: 5683.746094
	Iteration 22Q: 3 clusters Score -1.293827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -12938275.000000 Penalty: 5683.746094
	Iteration 23Q: 3 clusters Score -1.293828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -12938281.000000 Penalty: 5683.746094
	Iteration 24Q: 3 clusters Score -1.293828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -12938291.000000 Penalty: 5683.746094
	Iteration 25Q: 3 clusters Score -1.293829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -12938303.000000 Penalty: 5683.746094
	Iteration 26Q: 3 clusters Score -1.29383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -12938310.000000 Penalty: 5683.746094
	Iteration 27Q: 3 clusters Score -1.293831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -12938318.000000 Penalty: 5683.746094
	Iteration 28Q: 3 clusters Score -1.293832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -12938328.000000 Penalty: 5683.746094
	Iteration 29Q: 3 clusters Score -1.293833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -12938319.000000 Penalty: 5683.746094
	Iteration 30Q: 3 clusters Score -1.293832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -12938308.000000 Penalty: 5683.746094
	Iteration 31Q: 3 clusters Score -1.293831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -12938320.000000 Penalty: 5683.746094
	Iteration 32Q: 3 clusters Score -1.293832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -12938326.000000 Penalty: 5683.746094
	Iteration 33Q: 3 clusters Score -1.293833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -12938336.000000 Penalty: 5683.746094
	Iteration 34Q: 3 clusters Score -1.293834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -12938336.000000 Penalty: 5683.746094
	Iteration 35Q: 3 clusters Score -1.293834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -12938325.000000 Penalty: 5683.746094
	Iteration 36Q: 3 clusters Score -1.293832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -12938327.000000 Penalty: 5683.746094
	Iteration 37Q: 3 clusters Score -1.293833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -12938327.000000 Penalty: 5683.746094
	Iteration 38F: 3 clusters Score -1.293833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Entering Unmasked Estep 
Score: -11970604.000000 Penalty: 2823.550781
	Iteration 0F: 2 clusters Score -1.19706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -11911618.000000 Penalty: 5647.101562
	Iteration 0F: 3 clusters Score -1.191162e+07 nChanged 41576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -11935532.000000 Penalty: 5647.101562
	Iteration 1F: 3 clusters Score -1.193553e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -11936489.000000 Penalty: 5647.101562
	Iteration 2Q: 3 clusters Score -1.193649e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -11937474.000000 Penalty: 5647.101562
	Iteration 3Q: 3 clusters Score -1.193747e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -11938450.000000 Penalty: 5647.101562
	Iteration 4Q: 3 clusters Score -1.193845e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -11939540.000000 Penalty: 5647.101562
	Iteration 5Q: 3 clusters Score -1.193954e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -11940761.000000 Penalty: 5647.101562
	Iteration 6Q: 3 clusters Score -1.194076e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -11942220.000000 Penalty: 5647.101562
	Iteration 7Q: 3 clusters Score -1.194222e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -11944219.000000 Penalty: 5647.101562
	Iteration 8Q: 3 clusters Score -1.194422e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -11946763.000000 Penalty: 5647.101562
	Iteration 9F: 3 clusters Score -1.194676e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -11950091.000000 Penalty: 5647.101562
	Iteration 10F: 3 clusters Score -1.195009e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -11953740.000000 Penalty: 5647.101562
	Iteration 11F: 3 clusters Score -1.195374e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -11956405.000000 Penalty: 5647.101562
	Iteration 12F: 3 clusters Score -1.19564e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -11958169.000000 Penalty: 5647.101562
	Iteration 13Q: 3 clusters Score -1.195817e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -11959225.000000 Penalty: 5647.101562
	Iteration 14Q: 3 clusters Score -1.195922e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -11960075.000000 Penalty: 5647.101562
	Iteration 15Q: 3 clusters Score -1.196008e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -11960910.000000 Penalty: 5647.101562
	Iteration 16Q: 3 clusters Score -1.196091e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -11961641.000000 Penalty: 5647.101562
	Iteration 17Q: 3 clusters Score -1.196164e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -11962315.000000 Penalty: 5647.101562
	Iteration 18Q: 3 clusters Score -1.196232e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -11962904.000000 Penalty: 5647.101562
	Iteration 19Q: 3 clusters Score -1.19629e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -11963410.000000 Penalty: 5647.101562
	Iteration 20F: 3 clusters Score -1.196341e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -11963965.000000 Penalty: 5647.101562
	Iteration 21Q: 3 clusters Score -1.196396e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -11964452.000000 Penalty: 5647.101562
	Iteration 22Q: 3 clusters Score -1.196445e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -11964936.000000 Penalty: 5647.101562
	Iteration 23Q: 3 clusters Score -1.196494e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -11965319.000000 Penalty: 5647.101562
	Iteration 24Q: 3 clusters Score -1.196532e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -11965702.000000 Penalty: 5647.101562
	Iteration 25Q: 3 clusters Score -1.19657e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -11966004.000000 Penalty: 5647.101562
	Iteration 26Q: 3 clusters Score -1.1966e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -11966277.000000 Penalty: 5647.101562
	Iteration 27Q: 3 clusters Score -1.196628e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -11966524.000000 Penalty: 5647.101562
	Iteration 28Q: 3 clusters Score -1.196652e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -11966759.000000 Penalty: 5647.101562
	Iteration 29Q: 3 clusters Score -1.196676e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -11967023.000000 Penalty: 5647.101562
	Iteration 30Q: 3 clusters Score -1.196702e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -11967236.000000 Penalty: 5647.101562
	Iteration 31Q: 3 clusters Score -1.196724e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -11967467.000000 Penalty: 5647.101562
	Iteration 32Q: 3 clusters Score -1.196747e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -11967592.000000 Penalty: 5647.101562
	Iteration 33Q: 3 clusters Score -1.196759e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -11967729.000000 Penalty: 5647.101562
	Iteration 34Q: 3 clusters Score -1.196773e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -11967849.000000 Penalty: 5647.101562
	Iteration 35Q: 3 clusters Score -1.196785e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -11967991.000000 Penalty: 5647.101562
	Iteration 36Q: 3 clusters Score -1.196799e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -11968008.000000 Penalty: 5647.101562
	Iteration 37Q: 3 clusters Score -1.196801e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -11968079.000000 Penalty: 5647.101562
	Iteration 38Q: 3 clusters Score -1.196808e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -11968136.000000 Penalty: 5647.101562
	Iteration 39Q: 3 clusters Score -1.196814e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -11968206.000000 Penalty: 5647.101562
	Iteration 40F: 3 clusters Score -1.196821e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -11968240.000000 Penalty: 5647.101562
	Iteration 41Q: 3 clusters Score -1.196824e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11968274.000000 Penalty: 5647.101562
	Iteration 42Q: 3 clusters Score -1.196827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5647.101562
	Iteration 43Q: 3 clusters Score -1.19683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -11968295.000000 Penalty: 5647.101562
	Iteration 44Q: 3 clusters Score -1.19683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -11968322.000000 Penalty: 5647.101562
	Iteration 45Q: 3 clusters Score -1.196832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -11968312.000000 Penalty: 5647.101562
	Iteration 46Q: 3 clusters Score -1.196831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -11968328.000000 Penalty: 5647.101562
	Iteration 47Q: 3 clusters Score -1.196833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -11968348.000000 Penalty: 5647.101562
	Iteration 48Q: 3 clusters Score -1.196835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -11968367.000000 Penalty: 5647.101562
	Iteration 49Q: 3 clusters Score -1.196837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -11968381.000000 Penalty: 5647.101562
	Iteration 50Q: 3 clusters Score -1.196838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -11968385.000000 Penalty: 5647.101562
	Iteration 51Q: 3 clusters Score -1.196838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -11968388.000000 Penalty: 5647.101562
	Iteration 52Q: 3 clusters Score -1.196839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -11968387.000000 Penalty: 5647.101562
	Iteration 53Q: 3 clusters Score -1.196839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -11968378.000000 Penalty: 5647.101562
	Iteration 54Q: 3 clusters Score -1.196838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -11968391.000000 Penalty: 5647.101562
	Iteration 55Q: 3 clusters Score -1.196839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -11968394.000000 Penalty: 5647.101562
	Iteration 56Q: 3 clusters Score -1.196839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -11968396.000000 Penalty: 5647.101562
	Iteration 57Q: 3 clusters Score -1.19684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -11968419.000000 Penalty: 5647.101562
	Iteration 58Q: 3 clusters Score -1.196842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -11968421.000000 Penalty: 5647.101562
	Iteration 59Q: 3 clusters Score -1.196842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -11968414.000000 Penalty: 5647.101562
	Iteration 60F: 3 clusters Score -1.196841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -11968417.000000 Penalty: 5647.101562
	Iteration 61Q: 3 clusters Score -1.196842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -11968431.000000 Penalty: 5647.101562
	Iteration 62Q: 3 clusters Score -1.196843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -11968419.000000 Penalty: 5647.101562
	Iteration 63Q: 3 clusters Score -1.196842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -11968410.000000 Penalty: 5647.101562
	Iteration 64Q: 3 clusters Score -1.196841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -11968406.000000 Penalty: 5647.101562
	Iteration 65Q: 3 clusters Score -1.196841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -11968407.000000 Penalty: 5647.101562
	Iteration 66Q: 3 clusters Score -1.196841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -11968417.000000 Penalty: 5647.101562
	Iteration 67Q: 3 clusters Score -1.196842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -11968414.000000 Penalty: 5647.101562
	Iteration 68Q: 3 clusters Score -1.196841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -11968413.000000 Penalty: 5647.101562
	Iteration 69Q: 3 clusters Score -1.196841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -11968413.000000 Penalty: 5647.101562
	Iteration 70F: 3 clusters Score -1.196841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43895.187500 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -43895.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42622.335938 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -42622.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42969.277344 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -42969.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43193.722656 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43193.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43289.980469 Penalty: 2957.935303
	Iteration 3F: 3 clusters Score -43289.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43389.007812 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43389.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43439.871094 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43439.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -43466.820312 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43466.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -43474.468750 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43474.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -43484.468750 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -43484.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -43492.136719 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -43492.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -43495.640625 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -43495.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -43495.640625 Penalty: 2957.935303
	Iteration 11F: 3 clusters Score -43495.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -880070 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 3319 members 
Entering Unmasked Estep 
Score: -874577.812500 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -874577.8 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -876087.562500 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -876087.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -876348.437500 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -876348.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -876503.812500 Penalty: 4360.351074
	Iteration 3Q: 3 clusters Score -876503.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -876612.562500 Penalty: 4360.351074
	Iteration 4Q: 3 clusters Score -876612.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -876711.125000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -876711.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -876801.187500 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -876801.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -876871.500000 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -876871.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -876931.625000 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -876931.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -876992.500000 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -876992.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -877038.062500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -877038.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -877097.187500 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -877097.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -877160.562500 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -877160.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -877221.750000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -877221.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -877272.875000 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -877272.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -877323.562500 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -877323.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -877360.562500 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -877360.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -877398.750000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -877398.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -877426.125000 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -877426.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -877457.000000 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -877457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -877492.687500 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -877492.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -877530.312500 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -877530.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -877561.437500 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -877561.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -877583.625000 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -877583.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -877613.937500 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -877613.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -877648.625000 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -877648.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -877685.875000 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -877685.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -877731.312500 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -877731.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -877778.062500 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -877778.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -877815.750000 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -877815.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -877844.875000 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -877844.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -877885.312500 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -877885.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -877925.312500 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -877925.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -877963.687500 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -877963.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -878004.687500 Penalty: 4360.351074
	Iteration 34Q: 3 clusters Score -878004.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -878034.687500 Penalty: 4360.351074
	Iteration 35Q: 3 clusters Score -878034.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -878053.625000 Penalty: 4360.351074
	Iteration 36Q: 3 clusters Score -878053.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -878073.187500 Penalty: 4360.351074
	Iteration 37Q: 3 clusters Score -878073.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -878092.187500 Penalty: 4360.351074
	Iteration 38Q: 3 clusters Score -878092.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -878113.750000 Penalty: 4360.351074
	Iteration 39Q: 3 clusters Score -878113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -878135.625000 Penalty: 4360.351074
	Iteration 40F: 3 clusters Score -878135.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -878154.687500 Penalty: 4360.351074
	Iteration 41Q: 3 clusters Score -878154.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -878170.062500 Penalty: 4360.351074
	Iteration 42Q: 3 clusters Score -878170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -878180.250000 Penalty: 4360.351074
	Iteration 43Q: 3 clusters Score -878180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -878191.625000 Penalty: 4360.351074
	Iteration 44Q: 3 clusters Score -878191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -878194.562500 Penalty: 4360.351074
	Iteration 45Q: 3 clusters Score -878194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -878197.812500 Penalty: 4360.351074
	Iteration 46Q: 3 clusters Score -878197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -878204.375000 Penalty: 4360.351074
	Iteration 47Q: 3 clusters Score -878204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -878202.937500 Penalty: 4360.351074
	Iteration 48Q: 3 clusters Score -878202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -878205.437500 Penalty: 4360.351074
	Iteration 49Q: 3 clusters Score -878205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -878204.125000 Penalty: 4360.351074
	Iteration 50Q: 3 clusters Score -878204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -878205.375000 Penalty: 4360.351074
	Iteration 51Q: 3 clusters Score -878205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -878205.375000 Penalty: 4360.351074
	Iteration 52F: 3 clusters Score -878205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -832181.500000 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -832181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -826931.062500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -826931.1 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -828288.375000 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -828288.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -828495.687500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -828495.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -828635.625000 Penalty: 4330.102051
	Iteration 3Q: 3 clusters Score -828635.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -828742.687500 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -828742.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -828843.187500 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -828843.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -828935.750000 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -828935.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -829009.562500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -829009.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -829072.500000 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -829072.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -829134.375000 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -829134.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -829184.875000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -829184.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -829228.812500 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -829228.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -829264.062500 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -829264.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -829296.062500 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -829296.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -829326.875000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -829326.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -829360.125000 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -829360.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -829395.812500 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -829395.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -829436.687500 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -829436.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -829472.125000 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -829472.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -829511.000000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -829511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -829553.687500 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -829553.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -829586.437500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -829586.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -829620.625000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -829620.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -829649.500000 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -829649.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -829684.812500 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -829684.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -829716.750000 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -829716.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -829749.187500 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -829749.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -829777.437500 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -829777.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -829800.750000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -829800.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -829825.750000 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -829825.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -829857.000000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -829857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -829883.312500 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -829883.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -829907.125000 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -829907.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -829937.187500 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -829937.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -829965.687500 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -829965.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -830005.250000 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -830005.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -830042.187500 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -830042.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -830087.500000 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -830087.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -830127.250000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -830127.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -830167.312500 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -830167.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -830196.000000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -830196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -830216.750000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -830216.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -830227.937500 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -830227.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -830242.375000 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -830242.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -830253.375000 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -830253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -830263.000000 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -830263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -830272.437500 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -830272.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -830281.062500 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -830281.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -830293.875000 Penalty: 4330.102051
	Iteration 48Q: 3 clusters Score -830293.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -830307.812500 Penalty: 4330.102051
	Iteration 49Q: 3 clusters Score -830307.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -830323.187500 Penalty: 4330.102051
	Iteration 50Q: 3 clusters Score -830323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -830336.437500 Penalty: 4330.102051
	Iteration 51Q: 3 clusters Score -830336.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -830350.500000 Penalty: 4330.102051
	Iteration 52Q: 3 clusters Score -830350.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -830363.562500 Penalty: 4330.102051
	Iteration 53Q: 3 clusters Score -830363.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -830370.875000 Penalty: 4330.102051
	Iteration 54Q: 3 clusters Score -830370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -830380.500000 Penalty: 4330.102051
	Iteration 55Q: 3 clusters Score -830380.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -830393.687500 Penalty: 4330.102051
	Iteration 56Q: 3 clusters Score -830393.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -830415.812500 Penalty: 4330.102051
	Iteration 57Q: 3 clusters Score -830415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -830432.937500 Penalty: 4330.102051
	Iteration 58Q: 3 clusters Score -830432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -830441.375000 Penalty: 4330.102051
	Iteration 59Q: 3 clusters Score -830441.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -830456.625000 Penalty: 4330.102051
	Iteration 60F: 3 clusters Score -830456.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -830465.500000 Penalty: 4330.102051
	Iteration 61Q: 3 clusters Score -830465.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -830478.000000 Penalty: 4330.102051
	Iteration 62Q: 3 clusters Score -830478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -830485.562500 Penalty: 4330.102051
	Iteration 63Q: 3 clusters Score -830485.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -830492.937500 Penalty: 4330.102051
	Iteration 64Q: 3 clusters Score -830492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -830494.625000 Penalty: 4330.102051
	Iteration 65Q: 3 clusters Score -830494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -830497.312500 Penalty: 4330.102051
	Iteration 66Q: 3 clusters Score -830497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -830500.625000 Penalty: 4330.102051
	Iteration 67Q: 3 clusters Score -830500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -830502.312500 Penalty: 4330.102051
	Iteration 68Q: 3 clusters Score -830502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -830504.687500 Penalty: 4330.102051
	Iteration 69Q: 3 clusters Score -830504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -830506.625000 Penalty: 4330.102051
	Iteration 70Q: 3 clusters Score -830506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -830506.500000 Penalty: 4330.102051
	Iteration 71Q: 3 clusters Score -830506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -830506.500000 Penalty: 4330.102051
	Iteration 72F: 3 clusters Score -830506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Entering Unmasked Estep 
Score: -10146219.000000 Penalty: 2787.079834
	Iteration 0F: 2 clusters Score -1.014622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -10095173.000000 Penalty: 5574.159668
	Iteration 0F: 3 clusters Score -1.009517e+07 nChanged 35567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -10114982.000000 Penalty: 5574.159668
	Iteration 1F: 3 clusters Score -1.011498e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -10115677.000000 Penalty: 5574.159668
	Iteration 2Q: 3 clusters Score -1.011568e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -10116339.000000 Penalty: 5574.159668
	Iteration 3Q: 3 clusters Score -1.011634e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -10117145.000000 Penalty: 5574.159668
	Iteration 4Q: 3 clusters Score -1.011714e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -10118389.000000 Penalty: 5574.159668
	Iteration 5Q: 3 clusters Score -1.011839e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -10120125.000000 Penalty: 5574.159668
	Iteration 6Q: 3 clusters Score -1.012012e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -10122859.000000 Penalty: 5574.159668
	Iteration 7F: 3 clusters Score -1.012286e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -10126456.000000 Penalty: 5574.159668
	Iteration 8F: 3 clusters Score -1.012646e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -10130539.000000 Penalty: 5574.159668
	Iteration 9F: 3 clusters Score -1.013054e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -10134745.000000 Penalty: 5574.159668
	Iteration 10F: 3 clusters Score -1.013474e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -10138373.000000 Penalty: 5574.159668
	Iteration 11F: 3 clusters Score -1.013837e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -10140853.000000 Penalty: 5574.159668
	Iteration 12Q: 3 clusters Score -1.014085e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -10142197.000000 Penalty: 5574.159668
	Iteration 13Q: 3 clusters Score -1.01422e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -10142920.000000 Penalty: 5574.159668
	Iteration 14Q: 3 clusters Score -1.014292e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -10143307.000000 Penalty: 5574.159668
	Iteration 15Q: 3 clusters Score -1.014331e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -10143531.000000 Penalty: 5574.159668
	Iteration 16Q: 3 clusters Score -1.014353e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -10143712.000000 Penalty: 5574.159668
	Iteration 17Q: 3 clusters Score -1.014371e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -10143822.000000 Penalty: 5574.159668
	Iteration 18Q: 3 clusters Score -1.014382e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -10143911.000000 Penalty: 5574.159668
	Iteration 19Q: 3 clusters Score -1.014391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -10143961.000000 Penalty: 5574.159668
	Iteration 20F: 3 clusters Score -1.014396e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -10143988.000000 Penalty: 5574.159668
	Iteration 21Q: 3 clusters Score -1.014399e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -10144031.000000 Penalty: 5574.159668
	Iteration 22Q: 3 clusters Score -1.014403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -10144061.000000 Penalty: 5574.159668
	Iteration 23Q: 3 clusters Score -1.014406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -10144056.000000 Penalty: 5574.159668
	Iteration 24Q: 3 clusters Score -1.014406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -10144084.000000 Penalty: 5574.159668
	Iteration 25Q: 3 clusters Score -1.014408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -10144092.000000 Penalty: 5574.159668
	Iteration 26Q: 3 clusters Score -1.014409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -10144086.000000 Penalty: 5574.159668
	Iteration 27Q: 3 clusters Score -1.014409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -10144091.000000 Penalty: 5574.159668
	Iteration 28Q: 3 clusters Score -1.014409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -10144096.000000 Penalty: 5574.159668
	Iteration 29Q: 3 clusters Score -1.01441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -10144106.000000 Penalty: 5574.159668
	Iteration 30Q: 3 clusters Score -1.014411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -10144115.000000 Penalty: 5574.159668
	Iteration 31Q: 3 clusters Score -1.014412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -10144118.000000 Penalty: 5574.159668
	Iteration 32Q: 3 clusters Score -1.014412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -10144120.000000 Penalty: 5574.159668
	Iteration 33Q: 3 clusters Score -1.014412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -10144113.000000 Penalty: 5574.159668
	Iteration 34Q: 3 clusters Score -1.014411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -10144120.000000 Penalty: 5574.159668
	Iteration 35Q: 3 clusters Score -1.014412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -10144125.000000 Penalty: 5574.159668
	Iteration 36Q: 3 clusters Score -1.014412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -10144122.000000 Penalty: 5574.159668
	Iteration 37Q: 3 clusters Score -1.014412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -10144133.000000 Penalty: 5574.159668
	Iteration 38Q: 3 clusters Score -1.014413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -10144131.000000 Penalty: 5574.159668
	Iteration 39Q: 3 clusters Score -1.014413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -10144130.000000 Penalty: 5574.159668
	Iteration 40F: 3 clusters Score -1.014413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -10144137.000000 Penalty: 5574.159668
	Iteration 41Q: 3 clusters Score -1.014414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -10144138.000000 Penalty: 5574.159668
	Iteration 42Q: 3 clusters Score -1.014414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10144142.000000 Penalty: 5574.159668
	Iteration 43Q: 3 clusters Score -1.014414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10144140.000000 Penalty: 5574.159668
	Iteration 44Q: 3 clusters Score -1.014414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10144140.000000 Penalty: 5574.159668
	Iteration 45F: 3 clusters Score -1.014414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200206 members 
Entering Unmasked Estep 
Score: -27408178.000000 Penalty: 3027.361328
	Iteration 0F: 2 clusters Score -2.740818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -27282672.000000 Penalty: 6054.722656
	Iteration 0F: 3 clusters Score -2.728267e+07 nChanged 96279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -27339370.000000 Penalty: 6054.722656
	Iteration 1F: 3 clusters Score -2.733937e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -27340234.000000 Penalty: 6054.722656
	Iteration 2Q: 3 clusters Score -2.734023e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -27341344.000000 Penalty: 6054.722656
	Iteration 3Q: 3 clusters Score -2.734134e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109567 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -27342620.000000 Penalty: 6054.722656
	Iteration 4Q: 3 clusters Score -2.734262e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -27344866.000000 Penalty: 6054.722656
	Iteration 5Q: 3 clusters Score -2.734487e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -27348542.000000 Penalty: 6054.722656
	Iteration 6Q: 3 clusters Score -2.734854e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -27355012.000000 Penalty: 6054.722656
	Iteration 7F: 3 clusters Score -2.735501e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -27364958.000000 Penalty: 6054.722656
	Iteration 8F: 3 clusters Score -2.736496e+07 nChanged 15991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -27377790.000000 Penalty: 6054.722656
	Iteration 9F: 3 clusters Score -2.737779e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -27390708.000000 Penalty: 6054.722656
	Iteration 10F: 3 clusters Score -2.739071e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -27399636.000000 Penalty: 6054.722656
	Iteration 11F: 3 clusters Score -2.739964e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197162 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -27403390.000000 Penalty: 6054.722656
	Iteration 12Q: 3 clusters Score -2.740339e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27404696.000000 Penalty: 6054.722656
	Iteration 13Q: 3 clusters Score -2.74047e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199787 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27405134.000000 Penalty: 6054.722656
	Iteration 14Q: 3 clusters Score -2.740513e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199927 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27405346.000000 Penalty: 6054.722656
	Iteration 15Q: 3 clusters Score -2.740535e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199969 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27405382.000000 Penalty: 6054.722656
	Iteration 16Q: 3 clusters Score -2.740538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199982 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27405450.000000 Penalty: 6054.722656
	Iteration 17Q: 3 clusters Score -2.740545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199983 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27405472.000000 Penalty: 6054.722656
	Iteration 18Q: 3 clusters Score -2.740547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199984 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27405474.000000 Penalty: 6054.722656
	Iteration 19Q: 3 clusters Score -2.740547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27405480.000000 Penalty: 6054.722656
	Iteration 20F: 3 clusters Score -2.740548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199987 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27405480.000000 Penalty: 6054.722656
	Iteration 21Q: 3 clusters Score -2.740548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199987 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27405484.000000 Penalty: 6054.722656
	Iteration 22Q: 3 clusters Score -2.740548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27405482.000000 Penalty: 6054.722656
	Iteration 23Q: 3 clusters Score -2.740548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199987 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27405490.000000 Penalty: 6054.722656
	Iteration 24Q: 3 clusters Score -2.740549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199989 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27405478.000000 Penalty: 6054.722656
	Iteration 25Q: 3 clusters Score -2.740548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199990 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27405470.000000 Penalty: 6054.722656
	Iteration 26Q: 3 clusters Score -2.740547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199991 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27405480.000000 Penalty: 6054.722656
	Iteration 27Q: 3 clusters Score -2.740548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199995 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27405492.000000 Penalty: 6054.722656
	Iteration 28Q: 3 clusters Score -2.740549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199997 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27405510.000000 Penalty: 6054.722656
	Iteration 29Q: 3 clusters Score -2.740551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200002 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27405516.000000 Penalty: 6054.722656
	Iteration 30Q: 3 clusters Score -2.740552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27405530.000000 Penalty: 6054.722656
	Iteration 31Q: 3 clusters Score -2.740553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27405530.000000 Penalty: 6054.722656
	Iteration 32Q: 3 clusters Score -2.740553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27405538.000000 Penalty: 6054.722656
	Iteration 33Q: 3 clusters Score -2.740554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27405546.000000 Penalty: 6054.722656
	Iteration 34Q: 3 clusters Score -2.740555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200013 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27405564.000000 Penalty: 6054.722656
	Iteration 35Q: 3 clusters Score -2.740556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27405562.000000 Penalty: 6054.722656
	Iteration 36Q: 3 clusters Score -2.740556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27405562.000000 Penalty: 6054.722656
	Iteration 37Q: 3 clusters Score -2.740556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27405562.000000 Penalty: 6054.722656
	Iteration 38F: 3 clusters Score -2.740556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -140611.453125 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -140611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138570.328125 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -138570.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138956.421875 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -138956.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139109.453125 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -139109.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139212.140625 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -139212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139275.265625 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -139275.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139338.843750 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -139338.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139411.437500 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -139411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139465.593750 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -139465.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139524.828125 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -139524.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -139566.734375 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -139566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139618.375000 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -139618.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139666.484375 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -139666.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139702.171875 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -139702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -139724.515625 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -139724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139735.359375 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -139735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139741.250000 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -139741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139743.671875 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -139743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139744.546875 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -139744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139746.343750 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -139746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139749.765625 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -139749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139753.875000 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -139753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139758.671875 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -139758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139760.937500 Penalty: 3507.500244
	Iteration 22Q: 3 clusters Score -139760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139762.375000 Penalty: 3507.500244
	Iteration 23Q: 3 clusters Score -139762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139763.093750 Penalty: 3507.500244
	Iteration 24Q: 3 clusters Score -139763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139763.093750 Penalty: 3507.500244
	Iteration 25F: 3 clusters Score -139763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Entering Unmasked Estep 
Score: -4194292.000000 Penalty: 2559.545898
	Iteration 0F: 2 clusters Score -4194292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4173546.750000 Penalty: 5119.091797
	Iteration 0F: 3 clusters Score -4173547 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4180832.250000 Penalty: 5119.091797
	Iteration 1F: 3 clusters Score -4180832 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4181280.000000 Penalty: 5119.091797
	Iteration 2Q: 3 clusters Score -4181280 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4181610.750000 Penalty: 5119.091797
	Iteration 3Q: 3 clusters Score -4181611 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4181927.500000 Penalty: 5119.091797
	Iteration 4Q: 3 clusters Score -4181928 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4182241.000000 Penalty: 5119.091797
	Iteration 5Q: 3 clusters Score -4182241 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4182552.000000 Penalty: 5119.091797
	Iteration 6Q: 3 clusters Score -4182552 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -4182917.500000 Penalty: 5119.091797
	Iteration 7Q: 3 clusters Score -4182918 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -4183310.000000 Penalty: 5119.091797
	Iteration 8Q: 3 clusters Score -4183310 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4183853.250000 Penalty: 5119.091797
	Iteration 9Q: 3 clusters Score -4183853 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4184542.750000 Penalty: 5119.091797
	Iteration 10Q: 3 clusters Score -4184543 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4185362.750000 Penalty: 5119.091797
	Iteration 11Q: 3 clusters Score -4185363 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4186253.750000 Penalty: 5119.091797
	Iteration 12Q: 3 clusters Score -4186254 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4187043.500000 Penalty: 5119.091797
	Iteration 13Q: 3 clusters Score -4187044 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4187556.250000 Penalty: 5119.091797
	Iteration 14Q: 3 clusters Score -4187556 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -4187844.750000 Penalty: 5119.091797
	Iteration 15Q: 3 clusters Score -4187845 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4188019.000000 Penalty: 5119.091797
	Iteration 16Q: 3 clusters Score -4188019 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4188126.250000 Penalty: 5119.091797
	Iteration 17Q: 3 clusters Score -4188126 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4188258.250000 Penalty: 5119.091797
	Iteration 18Q: 3 clusters Score -4188258 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4188369.500000 Penalty: 5119.091797
	Iteration 19Q: 3 clusters Score -4188370 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4188500.000000 Penalty: 5119.091797
	Iteration 20F: 3 clusters Score -4188500 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4188654.750000 Penalty: 5119.091797
	Iteration 21Q: 3 clusters Score -4188655 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4188796.250000 Penalty: 5119.091797
	Iteration 22Q: 3 clusters Score -4188796 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4188939.500000 Penalty: 5119.091797
	Iteration 23Q: 3 clusters Score -4188940 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4189067.750000 Penalty: 5119.091797
	Iteration 24Q: 3 clusters Score -4189068 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -4189177.000000 Penalty: 5119.091797
	Iteration 25Q: 3 clusters Score -4189177 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4189315.250000 Penalty: 5119.091797
	Iteration 26Q: 3 clusters Score -4189315 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4189442.000000 Penalty: 5119.091797
	Iteration 27Q: 3 clusters Score -4189442 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4189528.000000 Penalty: 5119.091797
	Iteration 28Q: 3 clusters Score -4189528 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4189623.250000 Penalty: 5119.091797
	Iteration 29Q: 3 clusters Score -4189623 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4189731.000000 Penalty: 5119.091797
	Iteration 30Q: 3 clusters Score -4189731 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4189861.250000 Penalty: 5119.091797
	Iteration 31Q: 3 clusters Score -4189861 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4190007.250000 Penalty: 5119.091797
	Iteration 32Q: 3 clusters Score -4190007 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4190181.750000 Penalty: 5119.091797
	Iteration 33Q: 3 clusters Score -4190182 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4190318.750000 Penalty: 5119.091797
	Iteration 34Q: 3 clusters Score -4190319 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4190483.750000 Penalty: 5119.091797
	Iteration 35Q: 3 clusters Score -4190484 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4190598.250000 Penalty: 5119.091797
	Iteration 36Q: 3 clusters Score -4190598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4190710.250000 Penalty: 5119.091797
	Iteration 37Q: 3 clusters Score -4190710 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4190822.250000 Penalty: 5119.091797
	Iteration 38Q: 3 clusters Score -4190822 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4190909.250000 Penalty: 5119.091797
	Iteration 39Q: 3 clusters Score -4190909 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4191006.500000 Penalty: 5119.091797
	Iteration 40F: 3 clusters Score -4191006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4191086.250000 Penalty: 5119.091797
	Iteration 41Q: 3 clusters Score -4191086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4191167.500000 Penalty: 5119.091797
	Iteration 42Q: 3 clusters Score -4191168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4191224.250000 Penalty: 5119.091797
	Iteration 43Q: 3 clusters Score -4191224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4191292.750000 Penalty: 5119.091797
	Iteration 44Q: 3 clusters Score -4191293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4191346.750000 Penalty: 5119.091797
	Iteration 45Q: 3 clusters Score -4191347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4191415.000000 Penalty: 5119.091797
	Iteration 46Q: 3 clusters Score -4191415 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4191486.000000 Penalty: 5119.091797
	Iteration 47Q: 3 clusters Score -4191486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4191525.250000 Penalty: 5119.091797
	Iteration 48Q: 3 clusters Score -4191525 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4191566.500000 Penalty: 5119.091797
	Iteration 49Q: 3 clusters Score -4191566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4191610.250000 Penalty: 5119.091797
	Iteration 50Q: 3 clusters Score -4191610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4191653.250000 Penalty: 5119.091797
	Iteration 51Q: 3 clusters Score -4191653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4191691.500000 Penalty: 5119.091797
	Iteration 52Q: 3 clusters Score -4191692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4191717.250000 Penalty: 5119.091797
	Iteration 53Q: 3 clusters Score -4191717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4191739.000000 Penalty: 5119.091797
	Iteration 54Q: 3 clusters Score -4191739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4191765.750000 Penalty: 5119.091797
	Iteration 55Q: 3 clusters Score -4191766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4191788.500000 Penalty: 5119.091797
	Iteration 56Q: 3 clusters Score -4191788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4191805.250000 Penalty: 5119.091797
	Iteration 57Q: 3 clusters Score -4191805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4191821.750000 Penalty: 5119.091797
	Iteration 58Q: 3 clusters Score -4191822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4191826.250000 Penalty: 5119.091797
	Iteration 59Q: 3 clusters Score -4191826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4191839.250000 Penalty: 5119.091797
	Iteration 60F: 3 clusters Score -4191839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4191855.500000 Penalty: 5119.091797
	Iteration 61Q: 3 clusters Score -4191856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4191889.500000 Penalty: 5119.091797
	Iteration 62Q: 3 clusters Score -4191890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4191910.250000 Penalty: 5119.091797
	Iteration 63Q: 3 clusters Score -4191910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4191924.250000 Penalty: 5119.091797
	Iteration 64Q: 3 clusters Score -4191924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4191940.500000 Penalty: 5119.091797
	Iteration 65Q: 3 clusters Score -4191940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4191944.250000 Penalty: 5119.091797
	Iteration 66Q: 3 clusters Score -4191944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4191945.000000 Penalty: 5119.091797
	Iteration 67Q: 3 clusters Score -4191945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4191947.250000 Penalty: 5119.091797
	Iteration 68Q: 3 clusters Score -4191947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4191946.750000 Penalty: 5119.091797
	Iteration 69Q: 3 clusters Score -4191947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4191951.250000 Penalty: 5119.091797
	Iteration 70Q: 3 clusters Score -4191951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4191949.250000 Penalty: 5119.091797
	Iteration 71Q: 3 clusters Score -4191949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4191951.500000 Penalty: 5119.091797
	Iteration 72Q: 3 clusters Score -4191952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4191950.500000 Penalty: 5119.091797
	Iteration 73Q: 3 clusters Score -4191950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4191949.250000 Penalty: 5119.091797
	Iteration 74Q: 3 clusters Score -4191949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4191953.250000 Penalty: 5119.091797
	Iteration 75Q: 3 clusters Score -4191953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4191951.750000 Penalty: 5119.091797
	Iteration 76Q: 3 clusters Score -4191952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4191951.750000 Penalty: 5119.091797
	Iteration 77F: 3 clusters Score -4191952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86390.789062 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86390.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84714.101562 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84714.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84893.765625 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84893.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84956.140625 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -84956.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84985.234375 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -84985.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84998.210938 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -84998.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85015.117188 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -85015.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85023.031250 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -85023.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85026.476562 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -85026.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85029.882812 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -85029.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85036.507812 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -85036.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85040.000000 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -85040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85040.000000 Penalty: 3228.349365
	Iteration 11F: 3 clusters Score -85040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41209.125000 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41209.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39847.609375 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39847.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39979.675781 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -39979.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40055.203125 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -40055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40143.019531 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40143.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40224.636719 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40224.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40324.816406 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40324.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40382.378906 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -40382.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40413.050781 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -40413.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40432.851562 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -40432.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40447.675781 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -40447.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40456.746094 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -40456.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40512.632812 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -40512.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40522.789062 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -40522.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40531.230469 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -40531.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40531.230469 Penalty: 2899.833740
	Iteration 14F: 3 clusters Score -40531.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -706654.875000 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -706654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -701778.937500 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -701778.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -703105.625000 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -703105.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -703402.187500 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -703402.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -703644.750000 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -703644.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -703826.625000 Penalty: 4282.330566
	Iteration 4Q: 3 clusters Score -703826.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -703965.687500 Penalty: 4282.330566
	Iteration 5Q: 3 clusters Score -703965.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -704076.062500 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -704076.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -704157.500000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -704157.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -704219.937500 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -704219.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -704291.937500 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -704291.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -704367.500000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -704367.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -704445.750000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -704445.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -704544.937500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -704544.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -704661.250000 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -704661.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -704776.062500 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -704776.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -704909.687500 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -704909.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -705073.687500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -705073.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -705247.812500 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -705247.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -705374.062500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -705374.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -705453.625000 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -705453.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -705493.437500 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -705493.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -705518.750000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -705518.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -705541.750000 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -705541.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -705561.500000 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -705561.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -705582.500000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -705582.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -705591.250000 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -705591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -705599.625000 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -705599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -705608.062500 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -705608.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -705609.312500 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -705609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -705617.312500 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -705617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -705619.312500 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -705619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -705621.687500 Penalty: 4282.330566
	Iteration 31Q: 3 clusters Score -705621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -705622.562500 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -705622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -705624.187500 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -705624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -705624.000000 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -705624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -705622.937500 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -705622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -705628.000000 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -705628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -705631.437500 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -705631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -705634.687500 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -705634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -705637.875000 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -705637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -705640.937500 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -705640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -705642.937500 Penalty: 4282.330566
	Iteration 41Q: 3 clusters Score -705642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -705645.500000 Penalty: 4282.330566
	Iteration 42Q: 3 clusters Score -705645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -705648.375000 Penalty: 4282.330566
	Iteration 43Q: 3 clusters Score -705648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -705648.187500 Penalty: 4282.330566
	Iteration 44Q: 3 clusters Score -705648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -705649.687500 Penalty: 4282.330566
	Iteration 45Q: 3 clusters Score -705649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -705649.625000 Penalty: 4282.330566
	Iteration 46Q: 3 clusters Score -705649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -705649.625000 Penalty: 4282.330566
	Iteration 47F: 3 clusters Score -705649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Entering Unmasked Estep 
Score: -8459809.000000 Penalty: 2752.885498
	Iteration 0F: 2 clusters Score -8459809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8415652.000000 Penalty: 5505.770996
	Iteration 0F: 3 clusters Score -8415652 nChanged 30727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -8433571.000000 Penalty: 5505.770996
	Iteration 1F: 3 clusters Score -8433571 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8435028.000000 Penalty: 5505.770996
	Iteration 2F: 3 clusters Score -8435028 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -8437155.000000 Penalty: 5505.770996
	Iteration 3F: 3 clusters Score -8437155 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -8440103.000000 Penalty: 5505.770996
	Iteration 4F: 3 clusters Score -8440103 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8444123.000000 Penalty: 5505.770996
	Iteration 5F: 3 clusters Score -8444123 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -8448882.000000 Penalty: 5505.770996
	Iteration 6F: 3 clusters Score -8448882 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8452927.000000 Penalty: 5505.770996
	Iteration 7F: 3 clusters Score -8452927 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8455482.000000 Penalty: 5505.770996
	Iteration 8Q: 3 clusters Score -8455482 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8456783.000000 Penalty: 5505.770996
	Iteration 9Q: 3 clusters Score -8456783 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8457463.000000 Penalty: 5505.770996
	Iteration 10Q: 3 clusters Score -8457463 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8457792.000000 Penalty: 5505.770996
	Iteration 11Q: 3 clusters Score -8457792 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8457982.000000 Penalty: 5505.770996
	Iteration 12Q: 3 clusters Score -8457982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8458100.000000 Penalty: 5505.770996
	Iteration 13Q: 3 clusters Score -8458100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8458169.000000 Penalty: 5505.770996
	Iteration 14Q: 3 clusters Score -8458169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8458167.000000 Penalty: 5505.770996
	Iteration 15Q: 3 clusters Score -8458167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8458213.000000 Penalty: 5505.770996
	Iteration 16Q: 3 clusters Score -8458213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8458250.000000 Penalty: 5505.770996
	Iteration 17Q: 3 clusters Score -8458250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8458268.000000 Penalty: 5505.770996
	Iteration 18Q: 3 clusters Score -8458268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8458280.000000 Penalty: 5505.770996
	Iteration 19Q: 3 clusters Score -8458280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8458271.000000 Penalty: 5505.770996
	Iteration 20F: 3 clusters Score -8458271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8458282.000000 Penalty: 5505.770996
	Iteration 21Q: 3 clusters Score -8458282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8458274.000000 Penalty: 5505.770996
	Iteration 22Q: 3 clusters Score -8458274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8458264.000000 Penalty: 5505.770996
	Iteration 23Q: 3 clusters Score -8458264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8458271.000000 Penalty: 5505.770996
	Iteration 24Q: 3 clusters Score -8458271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8458283.000000 Penalty: 5505.770996
	Iteration 25Q: 3 clusters Score -8458283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8458289.000000 Penalty: 5505.770996
	Iteration 26Q: 3 clusters Score -8458289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8458282.000000 Penalty: 5505.770996
	Iteration 27Q: 3 clusters Score -8458282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8458278.000000 Penalty: 5505.770996
	Iteration 28Q: 3 clusters Score -8458278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8458290.000000 Penalty: 5505.770996
	Iteration 29Q: 3 clusters Score -8458290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8458293.000000 Penalty: 5505.770996
	Iteration 30Q: 3 clusters Score -8458293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8458290.000000 Penalty: 5505.770996
	Iteration 31Q: 3 clusters Score -8458290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8458289.000000 Penalty: 5505.770996
	Iteration 32Q: 3 clusters Score -8458289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8458294.000000 Penalty: 5505.770996
	Iteration 33Q: 3 clusters Score -8458294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8458298.000000 Penalty: 5505.770996
	Iteration 34Q: 3 clusters Score -8458298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8458298.000000 Penalty: 5505.770996
	Iteration 35Q: 3 clusters Score -8458298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8458303.000000 Penalty: 5505.770996
	Iteration 36Q: 3 clusters Score -8458303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8458302.000000 Penalty: 5505.770996
	Iteration 37Q: 3 clusters Score -8458302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8458302.000000 Penalty: 5505.770996
	Iteration 38Q: 3 clusters Score -8458302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8458295.000000 Penalty: 5505.770996
	Iteration 39Q: 3 clusters Score -8458295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8458298.000000 Penalty: 5505.770996
	Iteration 40F: 3 clusters Score -8458298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8458293.000000 Penalty: 5505.770996
	Iteration 41Q: 3 clusters Score -8458293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8458293.000000 Penalty: 5505.770996
	Iteration 42F: 3 clusters Score -8458293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -32503.152344 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -32503.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31227.960938 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -31227.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31300.548828 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31300.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31321.828125 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -31321.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31332.843750 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31332.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31342.587891 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31342.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31353.355469 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -31353.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31364.650391 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -31364.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31364.650391 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -31364.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -322092.156250 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -322092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -319204.531250 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -319204.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -319795.281250 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -319795.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -319966.375000 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -319966.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -320094.968750 Penalty: 3872.323242
	Iteration 3F: 3 clusters Score -320095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -320168.500000 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -320168.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -320218.625000 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -320218.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -320272.781250 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -320272.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -320316.062500 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -320316.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -320350.906250 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -320350.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320381.375000 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -320381.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -320397.437500 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -320397.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -320406.437500 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -320406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -320416.750000 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -320416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -320425.687500 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -320425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -320435.312500 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -320435.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -320442.281250 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -320442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -320448.656250 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -320448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -320453.843750 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -320453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -320459.000000 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -320459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -320464.781250 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -320464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -320471.250000 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -320471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -320475.343750 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -320475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -320481.625000 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -320481.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -320489.812500 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -320489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -320499.875000 Penalty: 3872.323242
	Iteration 24Q: 3 clusters Score -320499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -320508.187500 Penalty: 3872.323242
	Iteration 25Q: 3 clusters Score -320508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -320513.437500 Penalty: 3872.323242
	Iteration 26Q: 3 clusters Score -320513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -320518.468750 Penalty: 3872.323242
	Iteration 27Q: 3 clusters Score -320518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -320523.843750 Penalty: 3872.323242
	Iteration 28Q: 3 clusters Score -320523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -320528.937500 Penalty: 3872.323242
	Iteration 29Q: 3 clusters Score -320528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -320531.250000 Penalty: 3872.323242
	Iteration 30Q: 3 clusters Score -320531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -320532.593750 Penalty: 3872.323242
	Iteration 31Q: 3 clusters Score -320532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -320533.781250 Penalty: 3872.323242
	Iteration 32Q: 3 clusters Score -320533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -320536.906250 Penalty: 3872.323242
	Iteration 33Q: 3 clusters Score -320536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -320537.406250 Penalty: 3872.323242
	Iteration 34Q: 3 clusters Score -320537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -320538.500000 Penalty: 3872.323242
	Iteration 35Q: 3 clusters Score -320538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -320542.062500 Penalty: 3872.323242
	Iteration 36Q: 3 clusters Score -320542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -320543.906250 Penalty: 3872.323242
	Iteration 37Q: 3 clusters Score -320543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -320547.187500 Penalty: 3872.323242
	Iteration 38Q: 3 clusters Score -320547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -320547.687500 Penalty: 3872.323242
	Iteration 39Q: 3 clusters Score -320547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -320548.781250 Penalty: 3872.323242
	Iteration 40F: 3 clusters Score -320548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104840.257812 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104840.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105115.804688 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105115.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105225.343750 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -105225.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105313.031250 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -105313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105361.398438 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105417.039062 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105520.851562 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105583.820312 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105621.921875 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105654.351562 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105654.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105686.906250 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -105686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105696.484375 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -105696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105725.414062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105725.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105740.390625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105760.953125 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -105761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105780.664062 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105790.992188 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -105791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -105817.718750 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -105817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105845.054688 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -105845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -105855.562500 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -105855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105866.164062 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -105866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -105875.898438 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -105875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105887.609375 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -105887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105898.687500 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -105898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105916.312500 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -105916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105944.210938 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -105944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -105955.125000 Penalty: 3347.384766
	Iteration 26Q: 3 clusters Score -105955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -105966.882812 Penalty: 3347.384766
	Iteration 27Q: 3 clusters Score -105966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105985.453125 Penalty: 3347.384766
	Iteration 28Q: 3 clusters Score -105985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105998.234375 Penalty: 3347.384766
	Iteration 29Q: 3 clusters Score -105998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106011.468750 Penalty: 3347.384766
	Iteration 30Q: 3 clusters Score -106011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106011.468750 Penalty: 3347.384766
	Iteration 31F: 3 clusters Score -106011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Entering Unmasked Estep 
Score: -14419556.000000 Penalty: 2870.874512
	Iteration 0F: 2 clusters Score -1.441956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -14348306.000000 Penalty: 5741.749023
	Iteration 0F: 3 clusters Score -1.434831e+07 nChanged 50493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -14377243.000000 Penalty: 5741.749023
	Iteration 1F: 3 clusters Score -1.437724e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -14377965.000000 Penalty: 5741.749023
	Iteration 2Q: 3 clusters Score -1.437796e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -14378591.000000 Penalty: 5741.749023
	Iteration 3Q: 3 clusters Score -1.437859e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -14379468.000000 Penalty: 5741.749023
	Iteration 4Q: 3 clusters Score -1.437947e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -14380701.000000 Penalty: 5741.749023
	Iteration 5Q: 3 clusters Score -1.43807e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -14382989.000000 Penalty: 5741.749023
	Iteration 6Q: 3 clusters Score -1.438299e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -14386695.000000 Penalty: 5741.749023
	Iteration 7F: 3 clusters Score -1.43867e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -14392456.000000 Penalty: 5741.749023
	Iteration 8F: 3 clusters Score -1.439246e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -14400478.000000 Penalty: 5741.749023
	Iteration 9F: 3 clusters Score -1.440048e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -14408280.000000 Penalty: 5741.749023
	Iteration 10F: 3 clusters Score -1.440828e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -14413346.000000 Penalty: 5741.749023
	Iteration 11Q: 3 clusters Score -1.441335e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14415623.000000 Penalty: 5741.749023
	Iteration 12Q: 3 clusters Score -1.441562e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14416521.000000 Penalty: 5741.749023
	Iteration 13Q: 3 clusters Score -1.441652e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14416771.000000 Penalty: 5741.749023
	Iteration 14Q: 3 clusters Score -1.441677e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14416866.000000 Penalty: 5741.749023
	Iteration 15Q: 3 clusters Score -1.441687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14416915.000000 Penalty: 5741.749023
	Iteration 16Q: 3 clusters Score -1.441692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14416945.000000 Penalty: 5741.749023
	Iteration 17Q: 3 clusters Score -1.441694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14416966.000000 Penalty: 5741.749023
	Iteration 18Q: 3 clusters Score -1.441697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14416974.000000 Penalty: 5741.749023
	Iteration 19Q: 3 clusters Score -1.441697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14416987.000000 Penalty: 5741.749023
	Iteration 20F: 3 clusters Score -1.441699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14417010.000000 Penalty: 5741.749023
	Iteration 21Q: 3 clusters Score -1.441701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14417020.000000 Penalty: 5741.749023
	Iteration 22Q: 3 clusters Score -1.441702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14417020.000000 Penalty: 5741.749023
	Iteration 23F: 3 clusters Score -1.441702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141744.828125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141744.8 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 601 members 
Entering Unmasked Estep 
Score: -139688.875000 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139688.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140021.218750 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -140021.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140161.937500 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -140161.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140282.328125 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -140282.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140379.296875 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -140379.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -140443.953125 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -140444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140490.875000 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -140490.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140545.156250 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -140545.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140590.937500 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -140590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140618.156250 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -140618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140645.390625 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -140645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140668.015625 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -140668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140682.515625 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -140682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140690.718750 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -140690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140696.484375 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -140696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140701.015625 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -140701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140709.156250 Penalty: 3499.007080
	Iteration 16F: 3 clusters Score -140709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140715.640625 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -140715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140718.093750 Penalty: 3499.007080
	Iteration 18Q: 3 clusters Score -140718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140718.406250 Penalty: 3499.007080
	Iteration 19Q: 3 clusters Score -140718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140720.546875 Penalty: 3499.007080
	Iteration 20F: 3 clusters Score -140720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Entering Unmasked Estep 
Score: -1804573.750000 Penalty: 2352.528076
	Iteration 0F: 2 clusters Score -1804574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1794924.250000 Penalty: 4705.056152
	Iteration 0F: 3 clusters Score -1794924 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1797838.375000 Penalty: 4705.056152
	Iteration 1F: 3 clusters Score -1797838 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1798189.625000 Penalty: 4705.056152
	Iteration 2F: 3 clusters Score -1798190 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1798509.875000 Penalty: 4705.056152
	Iteration 3F: 3 clusters Score -1798510 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1798806.750000 Penalty: 4705.056152
	Iteration 4Q: 3 clusters Score -1798807 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1799084.625000 Penalty: 4705.056152
	Iteration 5Q: 3 clusters Score -1799085 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1799344.750000 Penalty: 4705.056152
	Iteration 6Q: 3 clusters Score -1799345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1799578.625000 Penalty: 4705.056152
	Iteration 7Q: 3 clusters Score -1799579 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1799816.000000 Penalty: 4705.056152
	Iteration 8Q: 3 clusters Score -1799816 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1800026.750000 Penalty: 4705.056152
	Iteration 9Q: 3 clusters Score -1800027 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1800218.000000 Penalty: 4705.056152
	Iteration 10Q: 3 clusters Score -1800218 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1800375.625000 Penalty: 4705.056152
	Iteration 11Q: 3 clusters Score -1800376 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1800491.000000 Penalty: 4705.056152
	Iteration 12Q: 3 clusters Score -1800491 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1800588.500000 Penalty: 4705.056152
	Iteration 13Q: 3 clusters Score -1800588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1800688.875000 Penalty: 4705.056152
	Iteration 14Q: 3 clusters Score -1800689 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1800780.500000 Penalty: 4705.056152
	Iteration 15Q: 3 clusters Score -1800780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1800868.250000 Penalty: 4705.056152
	Iteration 16Q: 3 clusters Score -1800868 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1800964.750000 Penalty: 4705.056152
	Iteration 17Q: 3 clusters Score -1800965 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1801074.625000 Penalty: 4705.056152
	Iteration 18Q: 3 clusters Score -1801075 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1801175.375000 Penalty: 4705.056152
	Iteration 19Q: 3 clusters Score -1801175 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1801274.375000 Penalty: 4705.056152
	Iteration 20F: 3 clusters Score -1801274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1801369.125000 Penalty: 4705.056152
	Iteration 21Q: 3 clusters Score -1801369 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1801484.875000 Penalty: 4705.056152
	Iteration 22Q: 3 clusters Score -1801485 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1801659.875000 Penalty: 4705.056152
	Iteration 23Q: 3 clusters Score -1801660 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1801885.875000 Penalty: 4705.056152
	Iteration 24Q: 3 clusters Score -1801886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1802180.375000 Penalty: 4705.056152
	Iteration 25Q: 3 clusters Score -1802180 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1802549.125000 Penalty: 4705.056152
	Iteration 26Q: 3 clusters Score -1802549 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1802960.875000 Penalty: 4705.056152
	Iteration 27Q: 3 clusters Score -1802961 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1803325.375000 Penalty: 4705.056152
	Iteration 28Q: 3 clusters Score -1803325 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1803560.750000 Penalty: 4705.056152
	Iteration 29Q: 3 clusters Score -1803561 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1803692.875000 Penalty: 4705.056152
	Iteration 30Q: 3 clusters Score -1803693 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1803758.625000 Penalty: 4705.056152
	Iteration 31Q: 3 clusters Score -1803759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1803791.875000 Penalty: 4705.056152
	Iteration 32Q: 3 clusters Score -1803792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1803806.750000 Penalty: 4705.056152
	Iteration 33Q: 3 clusters Score -1803807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1803817.625000 Penalty: 4705.056152
	Iteration 34Q: 3 clusters Score -1803818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1803829.500000 Penalty: 4705.056152
	Iteration 35Q: 3 clusters Score -1803830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1803830.750000 Penalty: 4705.056152
	Iteration 36Q: 3 clusters Score -1803831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1803835.625000 Penalty: 4705.056152
	Iteration 37Q: 3 clusters Score -1803836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1803840.250000 Penalty: 4705.056152
	Iteration 38Q: 3 clusters Score -1803840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1803840.500000 Penalty: 4705.056152
	Iteration 39Q: 3 clusters Score -1803840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1803856.125000 Penalty: 4705.056152
	Iteration 40F: 3 clusters Score -1803856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1803857.750000 Penalty: 4705.056152
	Iteration 41Q: 3 clusters Score -1803858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1803862.375000 Penalty: 4705.056152
	Iteration 42Q: 3 clusters Score -1803862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1803863.125000 Penalty: 4705.056152
	Iteration 43Q: 3 clusters Score -1803863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1803867.125000 Penalty: 4705.056152
	Iteration 44Q: 3 clusters Score -1803867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1803864.000000 Penalty: 4705.056152
	Iteration 45Q: 3 clusters Score -1803864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1803868.500000 Penalty: 4705.056152
	Iteration 46Q: 3 clusters Score -1803868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1803868.375000 Penalty: 4705.056152
	Iteration 47Q: 3 clusters Score -1803868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1803868.000000 Penalty: 4705.056152
	Iteration 48Q: 3 clusters Score -1803868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1803865.625000 Penalty: 4705.056152
	Iteration 49Q: 3 clusters Score -1803866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1803865.625000 Penalty: 4705.056152
	Iteration 50F: 3 clusters Score -1803866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -87561.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -87561.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85864.820312 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -85864.82 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86125.734375 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -86125.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86232.304688 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -86232.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86286.265625 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -86286.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86346.320312 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -86346.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86406.203125 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -86406.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86455.859375 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -86455.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86497.179688 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -86497.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86536.898438 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86566.281250 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86566.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86582.234375 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -86582.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86589.773438 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -86589.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86597.406250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -86597.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86609.523438 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -86609.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86615.109375 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -86615.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86619.531250 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -86619.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86619.531250 Penalty: 3245.780273
	Iteration 16F: 3 clusters Score -86619.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31089 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104683 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88017 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200206 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30356 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66194 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106522 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13174 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142112.000000 Penalty: 99435.203125
Iteration 199Q: 30 clusters Score -1.341421e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104584 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94763 members 
Mstep: Class 11 contains 88036 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200313 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30353 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66148 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2461 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106538 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13172 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142200.000000 Penalty: 99435.203125
Iteration 200F: 30 clusters Score -1.341422e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31080 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104492 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 94761 members 
Mstep: Class 11 contains 88047 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200413 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30352 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66117 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106547 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13172 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142112.000000 Penalty: 99435.203125
Iteration 201Q: 30 clusters Score -1.341421e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104399 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94765 members 
Mstep: Class 11 contains 88063 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200503 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66091 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106557 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13174 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142080.000000 Penalty: 99435.203125
Iteration 202Q: 30 clusters Score -1.341421e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104329 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 88073 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200572 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66064 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106567 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13176 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141968.000000 Penalty: 99435.203125
Iteration 203Q: 30 clusters Score -1.34142e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104267 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94763 members 
Mstep: Class 11 contains 88085 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200640 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30344 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66036 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106579 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142016.000000 Penalty: 99435.203125
Iteration 204Q: 30 clusters Score -1.34142e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104199 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94761 members 
Mstep: Class 11 contains 88102 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200702 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30346 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 66005 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106593 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 205Q: 30 clusters Score -1.341419e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140398 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104149 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94763 members 
Mstep: Class 11 contains 88121 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200741 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30352 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65971 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106608 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 206Q: 30 clusters Score -1.341419e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31075 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104093 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 88136 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200780 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30360 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65949 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106620 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 207Q: 30 clusters Score -1.341419e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140411 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 104033 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88145 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200821 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65931 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106632 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 208Q: 30 clusters Score -1.341418e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103970 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88152 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200873 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30368 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65913 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106644 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141848.000000 Penalty: 99435.203125
Iteration 209Q: 30 clusters Score -1.341418e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31075 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103919 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 88165 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75980 members 
Mstep: Class 16 contains 200921 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30373 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65889 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106657 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141864.000000 Penalty: 99435.203125
Iteration 210Q: 30 clusters Score -1.341419e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140414 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31075 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103868 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 88179 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75979 members 
Mstep: Class 16 contains 200962 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30374 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106672 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 211Q: 30 clusters Score -1.341419e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140414 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103816 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94765 members 
Mstep: Class 11 contains 88195 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201003 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30375 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106684 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 212Q: 30 clusters Score -1.341418e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140413 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103774 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94767 members 
Mstep: Class 11 contains 88211 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201040 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30375 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65818 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106694 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141952.000000 Penalty: 99435.203125
Iteration 213Q: 30 clusters Score -1.34142e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103735 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94769 members 
Mstep: Class 11 contains 88224 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201083 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30371 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65795 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106701 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13176 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 214Q: 30 clusters Score -1.341419e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103707 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88230 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201117 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30368 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65769 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106710 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13179 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141936.000000 Penalty: 99435.203125
Iteration 215Q: 30 clusters Score -1.341419e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103664 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88239 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201159 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65748 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106724 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13180 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 216Q: 30 clusters Score -1.341419e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103622 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88248 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201199 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65727 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106736 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13183 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 217Q: 30 clusters Score -1.341419e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103589 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94767 members 
Mstep: Class 11 contains 88257 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201227 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30355 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65711 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106747 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13186 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 218Q: 30 clusters Score -1.341419e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103564 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94767 members 
Mstep: Class 11 contains 88265 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201246 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30354 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65698 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106755 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13189 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141968.000000 Penalty: 99435.203125
Iteration 219Q: 30 clusters Score -1.34142e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103540 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94769 members 
Mstep: Class 11 contains 88269 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201259 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30355 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65684 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106762 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13194 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 220F: 30 clusters Score -1.341419e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103517 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94768 members 
Mstep: Class 11 contains 88273 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201276 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30351 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65676 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106765 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13199 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 221Q: 30 clusters Score -1.341419e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140445 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31080 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103500 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 94769 members 
Mstep: Class 11 contains 88280 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201280 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30354 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65667 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106770 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13203 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141768.000000 Penalty: 99435.203125
Iteration 222Q: 30 clusters Score -1.341418e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103477 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88285 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201296 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65652 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106777 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 223Q: 30 clusters Score -1.341418e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103460 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7066 members 
Mstep: Class 10 contains 94765 members 
Mstep: Class 11 contains 88288 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201315 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65647 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106779 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141784.000000 Penalty: 99435.203125
Iteration 224Q: 30 clusters Score -1.341418e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140456 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103447 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88289 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201328 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106781 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141760.000000 Penalty: 99435.203125
Iteration 225Q: 30 clusters Score -1.341418e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103440 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88292 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201329 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65627 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106785 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141816.000000 Penalty: 99435.203125
Iteration 226Q: 30 clusters Score -1.341418e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103433 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94766 members 
Mstep: Class 11 contains 88298 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201329 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65614 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106793 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 227Q: 30 clusters Score -1.341419e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140473 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103424 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94767 members 
Mstep: Class 11 contains 88301 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201338 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65601 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106798 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141744.000000 Penalty: 99435.203125
Iteration 228Q: 30 clusters Score -1.341417e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140473 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103414 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94769 members 
Mstep: Class 11 contains 88304 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201347 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65593 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106800 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141824.000000 Penalty: 99435.203125
Iteration 229Q: 30 clusters Score -1.341418e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103405 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94771 members 
Mstep: Class 11 contains 88308 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201348 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30361 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65586 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106802 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 230Q: 30 clusters Score -1.341418e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103393 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94771 members 
Mstep: Class 11 contains 88313 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201357 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65581 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106805 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 231Q: 30 clusters Score -1.341419e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103383 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94771 members 
Mstep: Class 11 contains 88317 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201365 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65573 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106809 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 232Q: 30 clusters Score -1.341419e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103370 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94771 members 
Mstep: Class 11 contains 88317 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201375 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30362 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65562 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106815 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 233Q: 30 clusters Score -1.341419e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140484 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103358 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94771 members 
Mstep: Class 11 contains 88317 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201386 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30361 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65559 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106820 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 234Q: 30 clusters Score -1.341419e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103347 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94772 members 
Mstep: Class 11 contains 88320 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201395 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30360 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65553 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106826 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 235Q: 30 clusters Score -1.341419e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140484 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103338 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94772 members 
Mstep: Class 11 contains 88324 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201401 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65547 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106834 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 236Q: 30 clusters Score -1.341419e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103329 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94772 members 
Mstep: Class 11 contains 88326 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201408 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30356 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65543 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106836 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 237Q: 30 clusters Score -1.341418e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103323 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94773 members 
Mstep: Class 11 contains 88325 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201410 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65538 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141864.000000 Penalty: 99435.203125
Iteration 238Q: 30 clusters Score -1.341419e+08 nChanged 12
Entering ConstructFrom: 
Score: -134141864.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (140488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140488 members 
Entering Unmasked Estep 
Score: -19158666.000000 Penalty: 2939.513672
	Iteration 0F: 2 clusters Score -1.915867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -19066590.000000 Penalty: 5879.027344
	Iteration 0F: 3 clusters Score -1.906659e+07 nChanged 67081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -19105406.000000 Penalty: 5879.027344
	Iteration 1F: 3 clusters Score -1.910541e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -19106064.000000 Penalty: 5879.027344
	Iteration 2Q: 3 clusters Score -1.910606e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -19106910.000000 Penalty: 5879.027344
	Iteration 3Q: 3 clusters Score -1.910691e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -19107818.000000 Penalty: 5879.027344
	Iteration 4Q: 3 clusters Score -1.910782e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -19108760.000000 Penalty: 5879.027344
	Iteration 5Q: 3 clusters Score -1.910876e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -19110050.000000 Penalty: 5879.027344
	Iteration 6Q: 3 clusters Score -1.911005e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -19111788.000000 Penalty: 5879.027344
	Iteration 7Q: 3 clusters Score -1.911179e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -19113682.000000 Penalty: 5879.027344
	Iteration 8Q: 3 clusters Score -1.911368e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -19116058.000000 Penalty: 5879.027344
	Iteration 9Q: 3 clusters Score -1.911606e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -19119010.000000 Penalty: 5879.027344
	Iteration 10Q: 3 clusters Score -1.911901e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -19122270.000000 Penalty: 5879.027344
	Iteration 11Q: 3 clusters Score -1.912227e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -19125784.000000 Penalty: 5879.027344
	Iteration 12Q: 3 clusters Score -1.912578e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -19129258.000000 Penalty: 5879.027344
	Iteration 13Q: 3 clusters Score -1.912926e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -19132526.000000 Penalty: 5879.027344
	Iteration 14Q: 3 clusters Score -1.913253e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -19135216.000000 Penalty: 5879.027344
	Iteration 15Q: 3 clusters Score -1.913522e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -19137634.000000 Penalty: 5879.027344
	Iteration 16Q: 3 clusters Score -1.913763e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -19140106.000000 Penalty: 5879.027344
	Iteration 17Q: 3 clusters Score -1.914011e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -19142708.000000 Penalty: 5879.027344
	Iteration 18Q: 3 clusters Score -1.914271e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -19145138.000000 Penalty: 5879.027344
	Iteration 19Q: 3 clusters Score -1.914514e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -19147394.000000 Penalty: 5879.027344
	Iteration 20F: 3 clusters Score -1.914739e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -19149416.000000 Penalty: 5879.027344
	Iteration 21Q: 3 clusters Score -1.914942e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 131498 members 
Entering Unmasked Estep 
Score: -19151132.000000 Penalty: 5879.027344
	Iteration 22Q: 3 clusters Score -1.915113e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 134070 members 
Entering Unmasked Estep 
Score: -19152756.000000 Penalty: 5879.027344
	Iteration 23Q: 3 clusters Score -1.915276e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -19153916.000000 Penalty: 5879.027344
	Iteration 24Q: 3 clusters Score -1.915392e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -19154686.000000 Penalty: 5879.027344
	Iteration 25Q: 3 clusters Score -1.915469e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 138228 members 
Entering Unmasked Estep 
Score: -19155254.000000 Penalty: 5879.027344
	Iteration 26Q: 3 clusters Score -1.915525e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -19155578.000000 Penalty: 5879.027344
	Iteration 27Q: 3 clusters Score -1.915558e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -19155780.000000 Penalty: 5879.027344
	Iteration 28Q: 3 clusters Score -1.915578e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -19155930.000000 Penalty: 5879.027344
	Iteration 29Q: 3 clusters Score -1.915593e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 139423 members 
Entering Unmasked Estep 
Score: -19156000.000000 Penalty: 5879.027344
	Iteration 30Q: 3 clusters Score -1.9156e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -19156076.000000 Penalty: 5879.027344
	Iteration 31Q: 3 clusters Score -1.915608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -19156096.000000 Penalty: 5879.027344
	Iteration 32Q: 3 clusters Score -1.91561e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -19156114.000000 Penalty: 5879.027344
	Iteration 33Q: 3 clusters Score -1.915611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -19156146.000000 Penalty: 5879.027344
	Iteration 34Q: 3 clusters Score -1.915615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 139692 members 
Entering Unmasked Estep 
Score: -19156178.000000 Penalty: 5879.027344
	Iteration 35Q: 3 clusters Score -1.915618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 139705 members 
Entering Unmasked Estep 
Score: -19156172.000000 Penalty: 5879.027344
	Iteration 36Q: 3 clusters Score -1.915617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -19156184.000000 Penalty: 5879.027344
	Iteration 37Q: 3 clusters Score -1.915618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -19156190.000000 Penalty: 5879.027344
	Iteration 38Q: 3 clusters Score -1.915619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 139752 members 
Entering Unmasked Estep 
Score: -19156192.000000 Penalty: 5879.027344
	Iteration 39Q: 3 clusters Score -1.915619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -19156204.000000 Penalty: 5879.027344
	Iteration 40F: 3 clusters Score -1.91562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -19156190.000000 Penalty: 5879.027344
	Iteration 41Q: 3 clusters Score -1.915619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -19156194.000000 Penalty: 5879.027344
	Iteration 42Q: 3 clusters Score -1.915619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -19156224.000000 Penalty: 5879.027344
	Iteration 43Q: 3 clusters Score -1.915622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -19156214.000000 Penalty: 5879.027344
	Iteration 44Q: 3 clusters Score -1.915621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -19156216.000000 Penalty: 5879.027344
	Iteration 45Q: 3 clusters Score -1.915622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 139802 members 
Entering Unmasked Estep 
Score: -19156212.000000 Penalty: 5879.027344
	Iteration 46Q: 3 clusters Score -1.915621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -19156212.000000 Penalty: 5879.027344
	Iteration 47Q: 3 clusters Score -1.915621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 139810 members 
Entering Unmasked Estep 
Score: -19156210.000000 Penalty: 5879.027344
	Iteration 48Q: 3 clusters Score -1.915621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 139812 members 
Entering Unmasked Estep 
Score: -19156208.000000 Penalty: 5879.027344
	Iteration 49Q: 3 clusters Score -1.915621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -19156208.000000 Penalty: 5879.027344
	Iteration 50Q: 3 clusters Score -1.915621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -19156220.000000 Penalty: 5879.027344
	Iteration 51Q: 3 clusters Score -1.915622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 139818 members 
Entering Unmasked Estep 
Score: -19156222.000000 Penalty: 5879.027344
	Iteration 52Q: 3 clusters Score -1.915622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -19156214.000000 Penalty: 5879.027344
	Iteration 53Q: 3 clusters Score -1.915621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 139820 members 
Entering Unmasked Estep 
Score: -19156220.000000 Penalty: 5879.027344
	Iteration 54Q: 3 clusters Score -1.915622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -19156220.000000 Penalty: 5879.027344
	Iteration 55Q: 3 clusters Score -1.915622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -19156220.000000 Penalty: 5879.027344
	Iteration 56F: 3 clusters Score -1.915622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116608.109375 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114753.726562 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114753.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115008.101562 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -115008.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115068.179688 Penalty: 3366.771240
	Iteration 2Q: 3 clusters Score -115068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115095.570312 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -115095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115108.546875 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115117.843750 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115123.976562 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115131.109375 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -115131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115135.601562 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -115135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115137.210938 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -115137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115138.726562 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -115138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115139.234375 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -115139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115139.234375 Penalty: 3366.771240
	Iteration 12F: 3 clusters Score -115139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Entering Unmasked Estep 
Score: -4187096.000000 Penalty: 2565.423096
	Iteration 0F: 2 clusters Score -4187096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4165841.500000 Penalty: 5130.846191
	Iteration 0F: 3 clusters Score -4165842 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4173374.500000 Penalty: 5130.846191
	Iteration 1F: 3 clusters Score -4173374 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4173837.500000 Penalty: 5130.846191
	Iteration 2Q: 3 clusters Score -4173838 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4174293.000000 Penalty: 5130.846191
	Iteration 3Q: 3 clusters Score -4174293 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4174680.000000 Penalty: 5130.846191
	Iteration 4Q: 3 clusters Score -4174680 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -4175153.500000 Penalty: 5130.846191
	Iteration 5Q: 3 clusters Score -4175154 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4175791.250000 Penalty: 5130.846191
	Iteration 6Q: 3 clusters Score -4175791 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4176781.750000 Penalty: 5130.846191
	Iteration 7F: 3 clusters Score -4176782 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4178216.250000 Penalty: 5130.846191
	Iteration 8F: 3 clusters Score -4178216 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4179978.500000 Penalty: 5130.846191
	Iteration 9F: 3 clusters Score -4179978 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4181800.750000 Penalty: 5130.846191
	Iteration 10F: 3 clusters Score -4181801 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4183205.250000 Penalty: 5130.846191
	Iteration 11Q: 3 clusters Score -4183205 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4184066.000000 Penalty: 5130.846191
	Iteration 12Q: 3 clusters Score -4184066 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4184474.500000 Penalty: 5130.846191
	Iteration 13Q: 3 clusters Score -4184474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4184658.250000 Penalty: 5130.846191
	Iteration 14Q: 3 clusters Score -4184658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4184739.000000 Penalty: 5130.846191
	Iteration 15Q: 3 clusters Score -4184739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4184790.750000 Penalty: 5130.846191
	Iteration 16Q: 3 clusters Score -4184791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4184812.750000 Penalty: 5130.846191
	Iteration 17Q: 3 clusters Score -4184813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4184838.250000 Penalty: 5130.846191
	Iteration 18Q: 3 clusters Score -4184838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4184848.500000 Penalty: 5130.846191
	Iteration 19Q: 3 clusters Score -4184848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4184851.750000 Penalty: 5130.846191
	Iteration 20F: 3 clusters Score -4184852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4184856.750000 Penalty: 5130.846191
	Iteration 21Q: 3 clusters Score -4184857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4184856.750000 Penalty: 5130.846191
	Iteration 22F: 3 clusters Score -4184857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -1343249.875000 Penalty: 2297.301514
	Iteration 0F: 2 clusters Score -1343250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1335358.375000 Penalty: 4594.603027
	Iteration 0F: 3 clusters Score -1335358 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1337845.375000 Penalty: 4594.603027
	Iteration 1F: 3 clusters Score -1337845 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1338327.750000 Penalty: 4594.603027
	Iteration 2F: 3 clusters Score -1338328 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1338734.250000 Penalty: 4594.603027
	Iteration 3F: 3 clusters Score -1338734 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1339135.750000 Penalty: 4594.603027
	Iteration 4F: 3 clusters Score -1339136 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1339476.750000 Penalty: 4594.603027
	Iteration 5F: 3 clusters Score -1339477 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1339814.625000 Penalty: 4594.603027
	Iteration 6Q: 3 clusters Score -1339815 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1340143.125000 Penalty: 4594.603027
	Iteration 7Q: 3 clusters Score -1340143 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1340509.500000 Penalty: 4594.603027
	Iteration 8Q: 3 clusters Score -1340510 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1340942.125000 Penalty: 4594.603027
	Iteration 9Q: 3 clusters Score -1340942 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1341298.375000 Penalty: 4594.603027
	Iteration 10Q: 3 clusters Score -1341298 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1341505.000000 Penalty: 4594.603027
	Iteration 11Q: 3 clusters Score -1341505 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1341641.625000 Penalty: 4594.603027
	Iteration 12Q: 3 clusters Score -1341642 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1341738.875000 Penalty: 4594.603027
	Iteration 13Q: 3 clusters Score -1341739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1341809.875000 Penalty: 4594.603027
	Iteration 14Q: 3 clusters Score -1341810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1341853.625000 Penalty: 4594.603027
	Iteration 15Q: 3 clusters Score -1341854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1341885.000000 Penalty: 4594.603027
	Iteration 16Q: 3 clusters Score -1341885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1341911.000000 Penalty: 4594.603027
	Iteration 17Q: 3 clusters Score -1341911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1341945.500000 Penalty: 4594.603027
	Iteration 18Q: 3 clusters Score -1341946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1341962.125000 Penalty: 4594.603027
	Iteration 19Q: 3 clusters Score -1341962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1341977.625000 Penalty: 4594.603027
	Iteration 20F: 3 clusters Score -1341978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1341986.375000 Penalty: 4594.603027
	Iteration 21Q: 3 clusters Score -1341986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1341994.250000 Penalty: 4594.603027
	Iteration 22Q: 3 clusters Score -1341994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1341998.625000 Penalty: 4594.603027
	Iteration 23Q: 3 clusters Score -1341999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1342009.875000 Penalty: 4594.603027
	Iteration 24Q: 3 clusters Score -1342010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1342014.875000 Penalty: 4594.603027
	Iteration 25Q: 3 clusters Score -1342015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1342020.250000 Penalty: 4594.603027
	Iteration 26Q: 3 clusters Score -1342020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1342024.250000 Penalty: 4594.603027
	Iteration 27Q: 3 clusters Score -1342024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1342025.750000 Penalty: 4594.603027
	Iteration 28Q: 3 clusters Score -1342026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1342028.500000 Penalty: 4594.603027
	Iteration 29Q: 3 clusters Score -1342028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1342026.250000 Penalty: 4594.603027
	Iteration 30Q: 3 clusters Score -1342026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1342028.875000 Penalty: 4594.603027
	Iteration 31Q: 3 clusters Score -1342029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1342031.875000 Penalty: 4594.603027
	Iteration 32Q: 3 clusters Score -1342032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1342032.625000 Penalty: 4594.603027
	Iteration 33Q: 3 clusters Score -1342033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1342033.750000 Penalty: 4594.603027
	Iteration 34Q: 3 clusters Score -1342034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1342032.000000 Penalty: 4594.603027
	Iteration 35Q: 3 clusters Score -1342032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1342032.000000 Penalty: 4594.603027
	Iteration 36F: 3 clusters Score -1342032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -320984.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -320984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -318092.312500 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -318092.3 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318627.593750 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -318627.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -318781.281250 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -318781.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -318865.093750 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -318865.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -318920.343750 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -318920.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -318959.812500 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -318959.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -318988.562500 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -318988.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -319006.625000 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -319006.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -319024.687500 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -319024.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -319044.437500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -319044.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319066.656250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -319066.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -319086.062500 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -319086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -319100.375000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -319100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -319118.156250 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -319118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -319127.718750 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -319127.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -319135.281250 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -319135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -319147.281250 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -319147.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -319164.062500 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -319164.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -319177.750000 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -319177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -319192.031250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -319192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -319201.750000 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -319201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -319212.031250 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -319212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -319233.375000 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -319233.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -319250.750000 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -319250.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -319268.406250 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -319268.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -319284.375000 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -319284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -319294.906250 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -319294.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -319305.437500 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -319305.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -319317.500000 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -319317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -319327.656250 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -319327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -319336.125000 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -319336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -319340.937500 Penalty: 3859.030273
	Iteration 31Q: 3 clusters Score -319340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319345.562500 Penalty: 3859.030273
	Iteration 32Q: 3 clusters Score -319345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -319349.062500 Penalty: 3859.030273
	Iteration 33Q: 3 clusters Score -319349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -319355.500000 Penalty: 3859.030273
	Iteration 34Q: 3 clusters Score -319355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -319357.437500 Penalty: 3859.030273
	Iteration 35Q: 3 clusters Score -319357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -319362.500000 Penalty: 3859.030273
	Iteration 36Q: 3 clusters Score -319362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -319368.468750 Penalty: 3859.030273
	Iteration 37Q: 3 clusters Score -319368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -319370.281250 Penalty: 3859.030273
	Iteration 38Q: 3 clusters Score -319370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -319376.937500 Penalty: 3859.030273
	Iteration 39Q: 3 clusters Score -319376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -319379.593750 Penalty: 3859.030273
	Iteration 40F: 3 clusters Score -319379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -319380.437500 Penalty: 3859.030273
	Iteration 41Q: 3 clusters Score -319380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -319381.437500 Penalty: 3859.030273
	Iteration 42Q: 3 clusters Score -319381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -319382.062500 Penalty: 3859.030273
	Iteration 43Q: 3 clusters Score -319382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -319384.531250 Penalty: 3859.030273
	Iteration 44Q: 3 clusters Score -319384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -319388.687500 Penalty: 3859.030273
	Iteration 45Q: 3 clusters Score -319388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -319391.312500 Penalty: 3859.030273
	Iteration 46Q: 3 clusters Score -319391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -319392.437500 Penalty: 3859.030273
	Iteration 47Q: 3 clusters Score -319392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -319393.031250 Penalty: 3859.030273
	Iteration 48Q: 3 clusters Score -319393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -319393.031250 Penalty: 3859.030273
	Iteration 49F: 3 clusters Score -319393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (103315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Entering Unmasked Estep 
Score: -14126477.000000 Penalty: 2863.293457
	Iteration 0F: 2 clusters Score -1.412648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -14057663.000000 Penalty: 5726.586914
	Iteration 0F: 3 clusters Score -1.405766e+07 nChanged 48866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -14085494.000000 Penalty: 5726.586914
	Iteration 1F: 3 clusters Score -1.408549e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -14086685.000000 Penalty: 5726.586914
	Iteration 2Q: 3 clusters Score -1.408668e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -14088191.000000 Penalty: 5726.586914
	Iteration 3Q: 3 clusters Score -1.408819e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -14090157.000000 Penalty: 5726.586914
	Iteration 4Q: 3 clusters Score -1.409016e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -14092868.000000 Penalty: 5726.586914
	Iteration 5F: 3 clusters Score -1.409287e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -14096592.000000 Penalty: 5726.586914
	Iteration 6F: 3 clusters Score -1.409659e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -14101226.000000 Penalty: 5726.586914
	Iteration 7F: 3 clusters Score -1.410123e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -14106321.000000 Penalty: 5726.586914
	Iteration 8F: 3 clusters Score -1.410632e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -14110465.000000 Penalty: 5726.586914
	Iteration 9F: 3 clusters Score -1.411046e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -14112882.000000 Penalty: 5726.586914
	Iteration 10Q: 3 clusters Score -1.411288e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -14114154.000000 Penalty: 5726.586914
	Iteration 11Q: 3 clusters Score -1.411415e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -14115097.000000 Penalty: 5726.586914
	Iteration 12Q: 3 clusters Score -1.41151e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -14115846.000000 Penalty: 5726.586914
	Iteration 13Q: 3 clusters Score -1.411585e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -14116611.000000 Penalty: 5726.586914
	Iteration 14Q: 3 clusters Score -1.411661e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -14117350.000000 Penalty: 5726.586914
	Iteration 15Q: 3 clusters Score -1.411735e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -14118254.000000 Penalty: 5726.586914
	Iteration 16Q: 3 clusters Score -1.411825e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -14119284.000000 Penalty: 5726.586914
	Iteration 17Q: 3 clusters Score -1.411928e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -14120445.000000 Penalty: 5726.586914
	Iteration 18Q: 3 clusters Score -1.412044e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -14121590.000000 Penalty: 5726.586914
	Iteration 19Q: 3 clusters Score -1.412159e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -14122637.000000 Penalty: 5726.586914
	Iteration 20F: 3 clusters Score -1.412264e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -14123422.000000 Penalty: 5726.586914
	Iteration 21Q: 3 clusters Score -1.412342e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -14123941.000000 Penalty: 5726.586914
	Iteration 22Q: 3 clusters Score -1.412394e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -14124232.000000 Penalty: 5726.586914
	Iteration 23Q: 3 clusters Score -1.412423e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -14124367.000000 Penalty: 5726.586914
	Iteration 24Q: 3 clusters Score -1.412437e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -14124512.000000 Penalty: 5726.586914
	Iteration 25Q: 3 clusters Score -1.412451e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -14124586.000000 Penalty: 5726.586914
	Iteration 26Q: 3 clusters Score -1.412459e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -14124629.000000 Penalty: 5726.586914
	Iteration 27Q: 3 clusters Score -1.412463e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -14124715.000000 Penalty: 5726.586914
	Iteration 28Q: 3 clusters Score -1.412472e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -14124749.000000 Penalty: 5726.586914
	Iteration 29Q: 3 clusters Score -1.412475e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -14124767.000000 Penalty: 5726.586914
	Iteration 30Q: 3 clusters Score -1.412477e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -14124809.000000 Penalty: 5726.586914
	Iteration 31Q: 3 clusters Score -1.412481e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -14124857.000000 Penalty: 5726.586914
	Iteration 32Q: 3 clusters Score -1.412486e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -14124883.000000 Penalty: 5726.586914
	Iteration 33Q: 3 clusters Score -1.412488e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -14124858.000000 Penalty: 5726.586914
	Iteration 34Q: 3 clusters Score -1.412486e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -14124890.000000 Penalty: 5726.586914
	Iteration 35Q: 3 clusters Score -1.412489e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -14124937.000000 Penalty: 5726.586914
	Iteration 36Q: 3 clusters Score -1.412494e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -14124950.000000 Penalty: 5726.586914
	Iteration 37Q: 3 clusters Score -1.412495e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -14124936.000000 Penalty: 5726.586914
	Iteration 38Q: 3 clusters Score -1.412494e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -14124985.000000 Penalty: 5726.586914
	Iteration 39Q: 3 clusters Score -1.412498e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -14124981.000000 Penalty: 5726.586914
	Iteration 40F: 3 clusters Score -1.412498e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -14124982.000000 Penalty: 5726.586914
	Iteration 41Q: 3 clusters Score -1.412498e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -14124991.000000 Penalty: 5726.586914
	Iteration 42Q: 3 clusters Score -1.412499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -14125003.000000 Penalty: 5726.586914
	Iteration 43Q: 3 clusters Score -1.4125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -14125000.000000 Penalty: 5726.586914
	Iteration 44Q: 3 clusters Score -1.4125e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -14124992.000000 Penalty: 5726.586914
	Iteration 45Q: 3 clusters Score -1.412499e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -14125014.000000 Penalty: 5726.586914
	Iteration 46Q: 3 clusters Score -1.412501e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -14125021.000000 Penalty: 5726.586914
	Iteration 47Q: 3 clusters Score -1.412502e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -14125030.000000 Penalty: 5726.586914
	Iteration 48Q: 3 clusters Score -1.412503e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -14125043.000000 Penalty: 5726.586914
	Iteration 49Q: 3 clusters Score -1.412504e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -14125094.000000 Penalty: 5726.586914
	Iteration 50Q: 3 clusters Score -1.412509e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -14125103.000000 Penalty: 5726.586914
	Iteration 51Q: 3 clusters Score -1.41251e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -14125135.000000 Penalty: 5726.586914
	Iteration 52Q: 3 clusters Score -1.412514e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -14125179.000000 Penalty: 5726.586914
	Iteration 53Q: 3 clusters Score -1.412518e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -14125188.000000 Penalty: 5726.586914
	Iteration 54Q: 3 clusters Score -1.412519e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -14125193.000000 Penalty: 5726.586914
	Iteration 55Q: 3 clusters Score -1.412519e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -14125197.000000 Penalty: 5726.586914
	Iteration 56Q: 3 clusters Score -1.41252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -14125201.000000 Penalty: 5726.586914
	Iteration 57Q: 3 clusters Score -1.41252e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -14125214.000000 Penalty: 5726.586914
	Iteration 58Q: 3 clusters Score -1.412521e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -14125234.000000 Penalty: 5726.586914
	Iteration 59Q: 3 clusters Score -1.412523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -14125217.000000 Penalty: 5726.586914
	Iteration 60F: 3 clusters Score -1.412522e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -14125243.000000 Penalty: 5726.586914
	Iteration 61Q: 3 clusters Score -1.412524e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -14125238.000000 Penalty: 5726.586914
	Iteration 62Q: 3 clusters Score -1.412524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -14125245.000000 Penalty: 5726.586914
	Iteration 63Q: 3 clusters Score -1.412524e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -14125267.000000 Penalty: 5726.586914
	Iteration 64Q: 3 clusters Score -1.412527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -14125279.000000 Penalty: 5726.586914
	Iteration 65Q: 3 clusters Score -1.412528e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -14125259.000000 Penalty: 5726.586914
	Iteration 66Q: 3 clusters Score -1.412526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -14125272.000000 Penalty: 5726.586914
	Iteration 67Q: 3 clusters Score -1.412527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -14125267.000000 Penalty: 5726.586914
	Iteration 68Q: 3 clusters Score -1.412527e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -14125270.000000 Penalty: 5726.586914
	Iteration 69Q: 3 clusters Score -1.412527e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -14125262.000000 Penalty: 5726.586914
	Iteration 70Q: 3 clusters Score -1.412526e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -14125270.000000 Penalty: 5726.586914
	Iteration 71Q: 3 clusters Score -1.412527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -14125273.000000 Penalty: 5726.586914
	Iteration 72Q: 3 clusters Score -1.412527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -14125262.000000 Penalty: 5726.586914
	Iteration 73Q: 3 clusters Score -1.412526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -14125258.000000 Penalty: 5726.586914
	Iteration 74Q: 3 clusters Score -1.412526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -14125270.000000 Penalty: 5726.586914
	Iteration 75Q: 3 clusters Score -1.412527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -14125276.000000 Penalty: 5726.586914
	Iteration 76Q: 3 clusters Score -1.412528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -14125274.000000 Penalty: 5726.586914
	Iteration 77Q: 3 clusters Score -1.412527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -14125294.000000 Penalty: 5726.586914
	Iteration 78Q: 3 clusters Score -1.412529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -14125296.000000 Penalty: 5726.586914
	Iteration 79Q: 3 clusters Score -1.41253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -14125305.000000 Penalty: 5726.586914
	Iteration 80F: 3 clusters Score -1.41253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -14125319.000000 Penalty: 5726.586914
	Iteration 81Q: 3 clusters Score -1.412532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -14125289.000000 Penalty: 5726.586914
	Iteration 82Q: 3 clusters Score -1.412529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -14125299.000000 Penalty: 5726.586914
	Iteration 83Q: 3 clusters Score -1.41253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -14125299.000000 Penalty: 5726.586914
	Iteration 84Q: 3 clusters Score -1.41253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -14125296.000000 Penalty: 5726.586914
	Iteration 85Q: 3 clusters Score -1.41253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -14125307.000000 Penalty: 5726.586914
	Iteration 86Q: 3 clusters Score -1.412531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -14125283.000000 Penalty: 5726.586914
	Iteration 87Q: 3 clusters Score -1.412528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 96624 members 
Entering Unmasked Estep 
Score: -14125299.000000 Penalty: 5726.586914
	Iteration 88Q: 3 clusters Score -1.41253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -14125291.000000 Penalty: 5726.586914
	Iteration 89Q: 3 clusters Score -1.412529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -14125296.000000 Penalty: 5726.586914
	Iteration 90Q: 3 clusters Score -1.41253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -14125298.000000 Penalty: 5726.586914
	Iteration 91Q: 3 clusters Score -1.41253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -14125298.000000 Penalty: 5726.586914
	Iteration 92Q: 3 clusters Score -1.41253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -14125294.000000 Penalty: 5726.586914
	Iteration 93Q: 3 clusters Score -1.412529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -14125295.000000 Penalty: 5726.586914
	Iteration 94Q: 3 clusters Score -1.41253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
Score: -14125296.000000 Penalty: 5726.586914
	Iteration 95Q: 3 clusters Score -1.41253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -14125292.000000 Penalty: 5726.586914
	Iteration 96Q: 3 clusters Score -1.412529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -14125295.000000 Penalty: 5726.586914
	Iteration 97Q: 3 clusters Score -1.41253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -14125295.000000 Penalty: 5726.586914
	Iteration 98F: 3 clusters Score -1.41253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -990920.437500 Penalty: 2205.333496
	Iteration 0F: 2 clusters Score -990920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -985040.250000 Penalty: 4410.666992
	Iteration 0F: 3 clusters Score -985040.2 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -986547.250000 Penalty: 4410.666992
	Iteration 1F: 3 clusters Score -986547.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -986800.812500 Penalty: 4410.666992
	Iteration 2F: 3 clusters Score -986800.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -986975.687500 Penalty: 4410.666992
	Iteration 3Q: 3 clusters Score -986975.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -987112.812500 Penalty: 4410.666992
	Iteration 4Q: 3 clusters Score -987112.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -987207.250000 Penalty: 4410.666992
	Iteration 5Q: 3 clusters Score -987207.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -987295.687500 Penalty: 4410.666992
	Iteration 6Q: 3 clusters Score -987295.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -987383.875000 Penalty: 4410.666992
	Iteration 7Q: 3 clusters Score -987383.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -987463.937500 Penalty: 4410.666992
	Iteration 8Q: 3 clusters Score -987463.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -987535.625000 Penalty: 4410.666992
	Iteration 9Q: 3 clusters Score -987535.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -987612.625000 Penalty: 4410.666992
	Iteration 10Q: 3 clusters Score -987612.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -987698.250000 Penalty: 4410.666992
	Iteration 11Q: 3 clusters Score -987698.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -987788.500000 Penalty: 4410.666992
	Iteration 12Q: 3 clusters Score -987788.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -987878.312500 Penalty: 4410.666992
	Iteration 13Q: 3 clusters Score -987878.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -987986.187500 Penalty: 4410.666992
	Iteration 14Q: 3 clusters Score -987986.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -988096.562500 Penalty: 4410.666992
	Iteration 15Q: 3 clusters Score -988096.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -988210.937500 Penalty: 4410.666992
	Iteration 16Q: 3 clusters Score -988210.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -988331.500000 Penalty: 4410.666992
	Iteration 17Q: 3 clusters Score -988331.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -988446.312500 Penalty: 4410.666992
	Iteration 18Q: 3 clusters Score -988446.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -988533.437500 Penalty: 4410.666992
	Iteration 19Q: 3 clusters Score -988533.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -988599.062500 Penalty: 4410.666992
	Iteration 20F: 3 clusters Score -988599.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -988649.187500 Penalty: 4410.666992
	Iteration 21Q: 3 clusters Score -988649.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -988697.937500 Penalty: 4410.666992
	Iteration 22Q: 3 clusters Score -988697.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -988744.437500 Penalty: 4410.666992
	Iteration 23Q: 3 clusters Score -988744.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -988779.812500 Penalty: 4410.666992
	Iteration 24Q: 3 clusters Score -988779.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -988812.187500 Penalty: 4410.666992
	Iteration 25Q: 3 clusters Score -988812.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -988848.625000 Penalty: 4410.666992
	Iteration 26Q: 3 clusters Score -988848.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -988879.312500 Penalty: 4410.666992
	Iteration 27Q: 3 clusters Score -988879.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -988904.125000 Penalty: 4410.666992
	Iteration 28Q: 3 clusters Score -988904.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -988930.375000 Penalty: 4410.666992
	Iteration 29Q: 3 clusters Score -988930.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -988947.500000 Penalty: 4410.666992
	Iteration 30Q: 3 clusters Score -988947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -988956.562500 Penalty: 4410.666992
	Iteration 31Q: 3 clusters Score -988956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -988964.500000 Penalty: 4410.666992
	Iteration 32Q: 3 clusters Score -988964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -988969.687500 Penalty: 4410.666992
	Iteration 33Q: 3 clusters Score -988969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -988974.187500 Penalty: 4410.666992
	Iteration 34Q: 3 clusters Score -988974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -988976.687500 Penalty: 4410.666992
	Iteration 35Q: 3 clusters Score -988976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -988979.562500 Penalty: 4410.666992
	Iteration 36Q: 3 clusters Score -988979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -988981.562500 Penalty: 4410.666992
	Iteration 37Q: 3 clusters Score -988981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -988981.562500 Penalty: 4410.666992
	Iteration 38F: 3 clusters Score -988981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -588038.250000 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -588038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -583885.812500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -583885.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -584818.875000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -584818.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -585009.250000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -585009.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -585115.937500 Penalty: 4167.395508
	Iteration 3Q: 3 clusters Score -585115.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -585189.187500 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -585189.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -585238.375000 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -585238.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -585268.687500 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -585268.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -585297.437500 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -585297.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -585331.937500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -585331.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -585366.250000 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -585366.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -585406.937500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -585406.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -585449.125000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -585449.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -585488.250000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -585488.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -585523.437500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -585523.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -585561.062500 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -585561.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -585600.437500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -585600.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -585645.062500 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -585645.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -585695.812500 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -585695.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -585747.187500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -585747.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -585812.750000 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -585812.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -585903.937500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -585903.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -585999.187500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -585999.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -586110.062500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -586110.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -586241.250000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -586241.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -586400.000000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -586400 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -586598.375000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -586598.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -586847.000000 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -586847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -587105.937500 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -587105.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -587343.437500 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -587343.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -587449.187500 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -587449.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -587496.000000 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -587496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -587513.687500 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -587513.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -587519.437500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -587519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -587525.750000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -587525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -587528.437500 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -587528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -587530.875000 Penalty: 4167.395508
	Iteration 35Q: 3 clusters Score -587530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -587531.437500 Penalty: 4167.395508
	Iteration 36Q: 3 clusters Score -587531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -587531.437500 Penalty: 4167.395508
	Iteration 37F: 3 clusters Score -587531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -902143.062500 Penalty: 2198.106445
	Iteration 0F: 2 clusters Score -902143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -896236.375000 Penalty: 4396.212891
	Iteration 0F: 3 clusters Score -896236.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -897929.312500 Penalty: 4396.212891
	Iteration 1F: 3 clusters Score -897929.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -898186.250000 Penalty: 4396.212891
	Iteration 2F: 3 clusters Score -898186.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -898366.250000 Penalty: 4396.212891
	Iteration 3F: 3 clusters Score -898366.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -898505.250000 Penalty: 4396.212891
	Iteration 4Q: 3 clusters Score -898505.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -898611.125000 Penalty: 4396.212891
	Iteration 5Q: 3 clusters Score -898611.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -898701.000000 Penalty: 4396.212891
	Iteration 6Q: 3 clusters Score -898701 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -898770.875000 Penalty: 4396.212891
	Iteration 7Q: 3 clusters Score -898770.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -898839.750000 Penalty: 4396.212891
	Iteration 8Q: 3 clusters Score -898839.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -898898.750000 Penalty: 4396.212891
	Iteration 9Q: 3 clusters Score -898898.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -898934.562500 Penalty: 4396.212891
	Iteration 10Q: 3 clusters Score -898934.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -898969.375000 Penalty: 4396.212891
	Iteration 11Q: 3 clusters Score -898969.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -899004.250000 Penalty: 4396.212891
	Iteration 12Q: 3 clusters Score -899004.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -899040.250000 Penalty: 4396.212891
	Iteration 13Q: 3 clusters Score -899040.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -899080.750000 Penalty: 4396.212891
	Iteration 14Q: 3 clusters Score -899080.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -899121.875000 Penalty: 4396.212891
	Iteration 15Q: 3 clusters Score -899121.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -899166.187500 Penalty: 4396.212891
	Iteration 16Q: 3 clusters Score -899166.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -899218.312500 Penalty: 4396.212891
	Iteration 17Q: 3 clusters Score -899218.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -899276.562500 Penalty: 4396.212891
	Iteration 18Q: 3 clusters Score -899276.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -899335.250000 Penalty: 4396.212891
	Iteration 19Q: 3 clusters Score -899335.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -899407.937500 Penalty: 4396.212891
	Iteration 20F: 3 clusters Score -899407.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -899475.187500 Penalty: 4396.212891
	Iteration 21Q: 3 clusters Score -899475.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -899536.750000 Penalty: 4396.212891
	Iteration 22Q: 3 clusters Score -899536.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -899600.125000 Penalty: 4396.212891
	Iteration 23Q: 3 clusters Score -899600.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -899662.875000 Penalty: 4396.212891
	Iteration 24Q: 3 clusters Score -899662.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -899727.687500 Penalty: 4396.212891
	Iteration 25Q: 3 clusters Score -899727.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -899810.562500 Penalty: 4396.212891
	Iteration 26Q: 3 clusters Score -899810.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -899897.375000 Penalty: 4396.212891
	Iteration 27Q: 3 clusters Score -899897.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -899981.812500 Penalty: 4396.212891
	Iteration 28Q: 3 clusters Score -899981.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -900065.625000 Penalty: 4396.212891
	Iteration 29Q: 3 clusters Score -900065.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -900164.750000 Penalty: 4396.212891
	Iteration 30Q: 3 clusters Score -900164.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -900282.812500 Penalty: 4396.212891
	Iteration 31Q: 3 clusters Score -900282.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -900432.625000 Penalty: 4396.212891
	Iteration 32Q: 3 clusters Score -900432.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -900560.312500 Penalty: 4396.212891
	Iteration 33Q: 3 clusters Score -900560.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -900707.875000 Penalty: 4396.212891
	Iteration 34Q: 3 clusters Score -900707.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -900845.125000 Penalty: 4396.212891
	Iteration 35Q: 3 clusters Score -900845.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -900968.437500 Penalty: 4396.212891
	Iteration 36Q: 3 clusters Score -900968.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -901048.625000 Penalty: 4396.212891
	Iteration 37Q: 3 clusters Score -901048.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -901101.500000 Penalty: 4396.212891
	Iteration 38Q: 3 clusters Score -901101.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -901123.750000 Penalty: 4396.212891
	Iteration 39Q: 3 clusters Score -901123.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -901141.062500 Penalty: 4396.212891
	Iteration 40F: 3 clusters Score -901141.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -901154.062500 Penalty: 4396.212891
	Iteration 41Q: 3 clusters Score -901154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -901161.625000 Penalty: 4396.212891
	Iteration 42Q: 3 clusters Score -901161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -901162.312500 Penalty: 4396.212891
	Iteration 43Q: 3 clusters Score -901162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -901163.125000 Penalty: 4396.212891
	Iteration 44Q: 3 clusters Score -901163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -901165.000000 Penalty: 4396.212891
	Iteration 45Q: 3 clusters Score -901165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -901167.062500 Penalty: 4396.212891
	Iteration 46Q: 3 clusters Score -901167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -901167.875000 Penalty: 4396.212891
	Iteration 47Q: 3 clusters Score -901167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -901168.250000 Penalty: 4396.212891
	Iteration 48Q: 3 clusters Score -901168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -901167.250000 Penalty: 4396.212891
	Iteration 49Q: 3 clusters Score -901167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -901168.187500 Penalty: 4396.212891
	Iteration 50Q: 3 clusters Score -901168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -901168.187500 Penalty: 4396.212891
	Iteration 51F: 3 clusters Score -901168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Entering Unmasked Estep 
Score: -12941885.000000 Penalty: 2841.896729
	Iteration 0F: 2 clusters Score -1.294188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -12878549.000000 Penalty: 5683.793457
	Iteration 0F: 3 clusters Score -1.287855e+07 nChanged 44893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -12905339.000000 Penalty: 5683.793457
	Iteration 1F: 3 clusters Score -1.290534e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -12908078.000000 Penalty: 5683.793457
	Iteration 2F: 3 clusters Score -1.290808e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -12912217.000000 Penalty: 5683.793457
	Iteration 3F: 3 clusters Score -1.291222e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -12917210.000000 Penalty: 5683.793457
	Iteration 4F: 3 clusters Score -1.291721e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -12921582.000000 Penalty: 5683.793457
	Iteration 5F: 3 clusters Score -1.292158e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -12924653.000000 Penalty: 5683.793457
	Iteration 6F: 3 clusters Score -1.292465e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -12926765.000000 Penalty: 5683.793457
	Iteration 7Q: 3 clusters Score -1.292676e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -12928439.000000 Penalty: 5683.793457
	Iteration 8Q: 3 clusters Score -1.292844e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -12930184.000000 Penalty: 5683.793457
	Iteration 9Q: 3 clusters Score -1.293018e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -12931786.000000 Penalty: 5683.793457
	Iteration 10Q: 3 clusters Score -1.293179e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -12933510.000000 Penalty: 5683.793457
	Iteration 11Q: 3 clusters Score -1.293351e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -12935205.000000 Penalty: 5683.793457
	Iteration 12Q: 3 clusters Score -1.29352e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -12936571.000000 Penalty: 5683.793457
	Iteration 13Q: 3 clusters Score -1.293657e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -12937694.000000 Penalty: 5683.793457
	Iteration 14Q: 3 clusters Score -1.293769e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12938383.000000 Penalty: 5683.793457
	Iteration 15Q: 3 clusters Score -1.293838e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12938738.000000 Penalty: 5683.793457
	Iteration 16Q: 3 clusters Score -1.293874e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12938974.000000 Penalty: 5683.793457
	Iteration 17Q: 3 clusters Score -1.293897e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12939117.000000 Penalty: 5683.793457
	Iteration 18Q: 3 clusters Score -1.293912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12939203.000000 Penalty: 5683.793457
	Iteration 19Q: 3 clusters Score -1.29392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12939262.000000 Penalty: 5683.793457
	Iteration 20F: 3 clusters Score -1.293926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -12939303.000000 Penalty: 5683.793457
	Iteration 21Q: 3 clusters Score -1.29393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12939319.000000 Penalty: 5683.793457
	Iteration 22Q: 3 clusters Score -1.293932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12939340.000000 Penalty: 5683.793457
	Iteration 23Q: 3 clusters Score -1.293934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12939353.000000 Penalty: 5683.793457
	Iteration 24Q: 3 clusters Score -1.293935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12939381.000000 Penalty: 5683.793457
	Iteration 25Q: 3 clusters Score -1.293938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12939385.000000 Penalty: 5683.793457
	Iteration 26Q: 3 clusters Score -1.293938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12939389.000000 Penalty: 5683.793457
	Iteration 27Q: 3 clusters Score -1.293939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12939393.000000 Penalty: 5683.793457
	Iteration 28Q: 3 clusters Score -1.293939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12939386.000000 Penalty: 5683.793457
	Iteration 29Q: 3 clusters Score -1.293939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12939405.000000 Penalty: 5683.793457
	Iteration 30Q: 3 clusters Score -1.29394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12939410.000000 Penalty: 5683.793457
	Iteration 31Q: 3 clusters Score -1.293941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12939413.000000 Penalty: 5683.793457
	Iteration 32Q: 3 clusters Score -1.293941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12939417.000000 Penalty: 5683.793457
	Iteration 33Q: 3 clusters Score -1.293942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12939410.000000 Penalty: 5683.793457
	Iteration 34Q: 3 clusters Score -1.293941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12939417.000000 Penalty: 5683.793457
	Iteration 35Q: 3 clusters Score -1.293942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12939425.000000 Penalty: 5683.793457
	Iteration 36Q: 3 clusters Score -1.293942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12939435.000000 Penalty: 5683.793457
	Iteration 37Q: 3 clusters Score -1.293944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12939429.000000 Penalty: 5683.793457
	Iteration 38Q: 3 clusters Score -1.293943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12939447.000000 Penalty: 5683.793457
	Iteration 39Q: 3 clusters Score -1.293945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12939456.000000 Penalty: 5683.793457
	Iteration 40F: 3 clusters Score -1.293946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12939449.000000 Penalty: 5683.793457
	Iteration 41Q: 3 clusters Score -1.293945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12939454.000000 Penalty: 5683.793457
	Iteration 42Q: 3 clusters Score -1.293945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12939457.000000 Penalty: 5683.793457
	Iteration 43Q: 3 clusters Score -1.293946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12939452.000000 Penalty: 5683.793457
	Iteration 44Q: 3 clusters Score -1.293945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12939463.000000 Penalty: 5683.793457
	Iteration 45Q: 3 clusters Score -1.293946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12939471.000000 Penalty: 5683.793457
	Iteration 46Q: 3 clusters Score -1.293947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12939468.000000 Penalty: 5683.793457
	Iteration 47Q: 3 clusters Score -1.293947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12939465.000000 Penalty: 5683.793457
	Iteration 48Q: 3 clusters Score -1.293946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12939465.000000 Penalty: 5683.793457
	Iteration 49F: 3 clusters Score -1.293946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Entering Unmasked Estep 
Score: -12011769.000000 Penalty: 2824.422852
	Iteration 0F: 2 clusters Score -1.201177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -11952519.000000 Penalty: 5648.845703
	Iteration 0F: 3 clusters Score -1.195252e+07 nChanged 41600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -11975935.000000 Penalty: 5648.845703
	Iteration 1F: 3 clusters Score -1.197594e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -11976948.000000 Penalty: 5648.845703
	Iteration 2Q: 3 clusters Score -1.197695e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -11978211.000000 Penalty: 5648.845703
	Iteration 3Q: 3 clusters Score -1.197821e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -11980173.000000 Penalty: 5648.845703
	Iteration 4Q: 3 clusters Score -1.198017e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -11982962.000000 Penalty: 5648.845703
	Iteration 5F: 3 clusters Score -1.198296e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -11986669.000000 Penalty: 5648.845703
	Iteration 6F: 3 clusters Score -1.198667e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -11991292.000000 Penalty: 5648.845703
	Iteration 7F: 3 clusters Score -1.199129e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -11996188.000000 Penalty: 5648.845703
	Iteration 8F: 3 clusters Score -1.199619e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -12000610.000000 Penalty: 5648.845703
	Iteration 9F: 3 clusters Score -1.200061e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -12004084.000000 Penalty: 5648.845703
	Iteration 10Q: 3 clusters Score -1.200408e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -12006232.000000 Penalty: 5648.845703
	Iteration 11Q: 3 clusters Score -1.200623e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -12007536.000000 Penalty: 5648.845703
	Iteration 12Q: 3 clusters Score -1.200754e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -12008268.000000 Penalty: 5648.845703
	Iteration 13Q: 3 clusters Score -1.200827e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -12008691.000000 Penalty: 5648.845703
	Iteration 14Q: 3 clusters Score -1.200869e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -12008921.000000 Penalty: 5648.845703
	Iteration 15Q: 3 clusters Score -1.200892e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -12009054.000000 Penalty: 5648.845703
	Iteration 16Q: 3 clusters Score -1.200905e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -12009130.000000 Penalty: 5648.845703
	Iteration 17Q: 3 clusters Score -1.200913e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -12009176.000000 Penalty: 5648.845703
	Iteration 18Q: 3 clusters Score -1.200918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -12009183.000000 Penalty: 5648.845703
	Iteration 19Q: 3 clusters Score -1.200918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -12009218.000000 Penalty: 5648.845703
	Iteration 20F: 3 clusters Score -1.200922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -12009238.000000 Penalty: 5648.845703
	Iteration 21Q: 3 clusters Score -1.200924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -12009276.000000 Penalty: 5648.845703
	Iteration 22Q: 3 clusters Score -1.200928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -12009295.000000 Penalty: 5648.845703
	Iteration 23Q: 3 clusters Score -1.20093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -12009324.000000 Penalty: 5648.845703
	Iteration 24Q: 3 clusters Score -1.200932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -12009331.000000 Penalty: 5648.845703
	Iteration 25Q: 3 clusters Score -1.200933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -12009353.000000 Penalty: 5648.845703
	Iteration 26Q: 3 clusters Score -1.200935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -12009357.000000 Penalty: 5648.845703
	Iteration 27Q: 3 clusters Score -1.200936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -12009371.000000 Penalty: 5648.845703
	Iteration 28Q: 3 clusters Score -1.200937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12009371.000000 Penalty: 5648.845703
	Iteration 29Q: 3 clusters Score -1.200937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -12009378.000000 Penalty: 5648.845703
	Iteration 30Q: 3 clusters Score -1.200938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -12009385.000000 Penalty: 5648.845703
	Iteration 31Q: 3 clusters Score -1.200938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -12009376.000000 Penalty: 5648.845703
	Iteration 32Q: 3 clusters Score -1.200938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -12009376.000000 Penalty: 5648.845703
	Iteration 33Q: 3 clusters Score -1.200938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -12009376.000000 Penalty: 5648.845703
	Iteration 34Q: 3 clusters Score -1.200938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -12009371.000000 Penalty: 5648.845703
	Iteration 35Q: 3 clusters Score -1.200937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -12009380.000000 Penalty: 5648.845703
	Iteration 36Q: 3 clusters Score -1.200938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -12009384.000000 Penalty: 5648.845703
	Iteration 37Q: 3 clusters Score -1.200938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12009387.000000 Penalty: 5648.845703
	Iteration 38Q: 3 clusters Score -1.200939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -12009384.000000 Penalty: 5648.845703
	Iteration 39Q: 3 clusters Score -1.200938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -12009390.000000 Penalty: 5648.845703
	Iteration 40F: 3 clusters Score -1.200939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -12009386.000000 Penalty: 5648.845703
	Iteration 41Q: 3 clusters Score -1.200939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -12009390.000000 Penalty: 5648.845703
	Iteration 42Q: 3 clusters Score -1.200939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -12009390.000000 Penalty: 5648.845703
	Iteration 43F: 3 clusters Score -1.200939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -43650.203125 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -43650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42371.250000 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -42371.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42604.332031 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -42604.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42752.105469 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -42752.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42834.433594 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -42834.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42894.222656 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -42894.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -42986.597656 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -42986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43112.222656 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -43112.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -43294.812500 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -43294.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43357.492188 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -43357.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -43404.937500 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -43404.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43413.558594 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -43413.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43417.968750 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -43417.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43419.171875 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -43419.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43440.359375 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -43440.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43443.238281 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -43443.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -43443.238281 Penalty: 2955.378662
	Iteration 15F: 3 clusters Score -43443.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -880070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -874537.625000 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -874537.6 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -875951.375000 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -875951.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -876173.437500 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -876173.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -876357.250000 Penalty: 4360.351074
	Iteration 3F: 3 clusters Score -876357.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -876494.625000 Penalty: 4360.351074
	Iteration 4Q: 3 clusters Score -876494.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -876624.375000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -876624.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -876724.375000 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -876724.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -876801.437500 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -876801.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -876860.750000 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -876860.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -876904.000000 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -876904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -876938.312500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -876938.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -876986.125000 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -876986.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -877041.125000 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -877041.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -877088.875000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -877088.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -877131.437500 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -877131.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -877171.812500 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -877171.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -877201.000000 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -877201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -877225.687500 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -877225.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -877253.000000 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -877253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -877278.250000 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -877278.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -877307.812500 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -877307.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -877335.500000 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -877335.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -877361.312500 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -877361.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -877383.750000 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -877383.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -877405.562500 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -877405.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -877440.562500 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -877440.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -877482.062500 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -877482.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -877513.312500 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -877513.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -877542.187500 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -877542.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -877579.312500 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -877579.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -877628.687500 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -877628.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -877691.562500 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -877691.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -877763.875000 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -877763.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -877832.062500 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -877832.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -877899.250000 Penalty: 4360.351074
	Iteration 34Q: 3 clusters Score -877899.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -877950.687500 Penalty: 4360.351074
	Iteration 35Q: 3 clusters Score -877950.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -877999.062500 Penalty: 4360.351074
	Iteration 36Q: 3 clusters Score -877999.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -878043.187500 Penalty: 4360.351074
	Iteration 37Q: 3 clusters Score -878043.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -878100.687500 Penalty: 4360.351074
	Iteration 38Q: 3 clusters Score -878100.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -878152.625000 Penalty: 4360.351074
	Iteration 39Q: 3 clusters Score -878152.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -878194.062500 Penalty: 4360.351074
	Iteration 40F: 3 clusters Score -878194.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -878226.000000 Penalty: 4360.351074
	Iteration 41Q: 3 clusters Score -878226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -878255.500000 Penalty: 4360.351074
	Iteration 42Q: 3 clusters Score -878255.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -878269.750000 Penalty: 4360.351074
	Iteration 43Q: 3 clusters Score -878269.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -878283.375000 Penalty: 4360.351074
	Iteration 44Q: 3 clusters Score -878283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -878294.500000 Penalty: 4360.351074
	Iteration 45Q: 3 clusters Score -878294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -878303.875000 Penalty: 4360.351074
	Iteration 46Q: 3 clusters Score -878303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -878310.500000 Penalty: 4360.351074
	Iteration 47Q: 3 clusters Score -878310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -878315.312500 Penalty: 4360.351074
	Iteration 48Q: 3 clusters Score -878315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -878324.812500 Penalty: 4360.351074
	Iteration 49Q: 3 clusters Score -878324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -878334.437500 Penalty: 4360.351074
	Iteration 50Q: 3 clusters Score -878334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -878338.312500 Penalty: 4360.351074
	Iteration 51Q: 3 clusters Score -878338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -878347.437500 Penalty: 4360.351074
	Iteration 52Q: 3 clusters Score -878347.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -878357.187500 Penalty: 4360.351074
	Iteration 53Q: 3 clusters Score -878357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -878359.687500 Penalty: 4360.351074
	Iteration 54Q: 3 clusters Score -878359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -878362.375000 Penalty: 4360.351074
	Iteration 55Q: 3 clusters Score -878362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -878368.812500 Penalty: 4360.351074
	Iteration 56Q: 3 clusters Score -878368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -878378.437500 Penalty: 4360.351074
	Iteration 57Q: 3 clusters Score -878378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -878386.437500 Penalty: 4360.351074
	Iteration 58Q: 3 clusters Score -878386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -878397.062500 Penalty: 4360.351074
	Iteration 59Q: 3 clusters Score -878397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -878406.312500 Penalty: 4360.351074
	Iteration 60F: 3 clusters Score -878406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -878416.062500 Penalty: 4360.351074
	Iteration 61Q: 3 clusters Score -878416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -878430.687500 Penalty: 4360.351074
	Iteration 62Q: 3 clusters Score -878430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -878444.750000 Penalty: 4360.351074
	Iteration 63Q: 3 clusters Score -878444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -878448.937500 Penalty: 4360.351074
	Iteration 64Q: 3 clusters Score -878448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -878454.000000 Penalty: 4360.351074
	Iteration 65Q: 3 clusters Score -878454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -878457.312500 Penalty: 4360.351074
	Iteration 66Q: 3 clusters Score -878457.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -878465.437500 Penalty: 4360.351074
	Iteration 67Q: 3 clusters Score -878465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -878468.312500 Penalty: 4360.351074
	Iteration 68Q: 3 clusters Score -878468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -878475.812500 Penalty: 4360.351074
	Iteration 69Q: 3 clusters Score -878475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -878489.312500 Penalty: 4360.351074
	Iteration 70Q: 3 clusters Score -878489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -878491.437500 Penalty: 4360.351074
	Iteration 71Q: 3 clusters Score -878491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -878495.187500 Penalty: 4360.351074
	Iteration 72Q: 3 clusters Score -878495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -878496.500000 Penalty: 4360.351074
	Iteration 73Q: 3 clusters Score -878496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -878496.562500 Penalty: 4360.351074
	Iteration 74Q: 3 clusters Score -878496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -878496.562500 Penalty: 4360.351074
	Iteration 75F: 3 clusters Score -878496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Entering Unmasked Estep 
Score: -831646.812500 Penalty: 2164.890381
	Iteration 0F: 2 clusters Score -831646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -826388.062500 Penalty: 4329.780762
	Iteration 0F: 3 clusters Score -826388.1 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -827712.062500 Penalty: 4329.780762
	Iteration 1F: 3 clusters Score -827712.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -827984.875000 Penalty: 4329.780762
	Iteration 2F: 3 clusters Score -827984.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -828170.250000 Penalty: 4329.780762
	Iteration 3F: 3 clusters Score -828170.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -828313.750000 Penalty: 4329.780762
	Iteration 4Q: 3 clusters Score -828313.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -828441.062500 Penalty: 4329.780762
	Iteration 5Q: 3 clusters Score -828441.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -828555.125000 Penalty: 4329.780762
	Iteration 6Q: 3 clusters Score -828555.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -828670.875000 Penalty: 4329.780762
	Iteration 7Q: 3 clusters Score -828670.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -828778.000000 Penalty: 4329.780762
	Iteration 8Q: 3 clusters Score -828778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -828861.000000 Penalty: 4329.780762
	Iteration 9Q: 3 clusters Score -828861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -828922.312500 Penalty: 4329.780762
	Iteration 10Q: 3 clusters Score -828922.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -828964.437500 Penalty: 4329.780762
	Iteration 11Q: 3 clusters Score -828964.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -829002.312500 Penalty: 4329.780762
	Iteration 12Q: 3 clusters Score -829002.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -829025.812500 Penalty: 4329.780762
	Iteration 13Q: 3 clusters Score -829025.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -829046.750000 Penalty: 4329.780762
	Iteration 14Q: 3 clusters Score -829046.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -829066.625000 Penalty: 4329.780762
	Iteration 15Q: 3 clusters Score -829066.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -829085.125000 Penalty: 4329.780762
	Iteration 16Q: 3 clusters Score -829085.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -829107.187500 Penalty: 4329.780762
	Iteration 17Q: 3 clusters Score -829107.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -829124.437500 Penalty: 4329.780762
	Iteration 18Q: 3 clusters Score -829124.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -829140.125000 Penalty: 4329.780762
	Iteration 19Q: 3 clusters Score -829140.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -829157.562500 Penalty: 4329.780762
	Iteration 20F: 3 clusters Score -829157.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -829178.375000 Penalty: 4329.780762
	Iteration 21Q: 3 clusters Score -829178.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -829194.312500 Penalty: 4329.780762
	Iteration 22Q: 3 clusters Score -829194.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -829208.875000 Penalty: 4329.780762
	Iteration 23Q: 3 clusters Score -829208.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -829224.062500 Penalty: 4329.780762
	Iteration 24Q: 3 clusters Score -829224.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -829246.125000 Penalty: 4329.780762
	Iteration 25Q: 3 clusters Score -829246.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -829265.937500 Penalty: 4329.780762
	Iteration 26Q: 3 clusters Score -829265.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -829291.125000 Penalty: 4329.780762
	Iteration 27Q: 3 clusters Score -829291.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -829318.062500 Penalty: 4329.780762
	Iteration 28Q: 3 clusters Score -829318.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -829352.125000 Penalty: 4329.780762
	Iteration 29Q: 3 clusters Score -829352.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -829385.437500 Penalty: 4329.780762
	Iteration 30Q: 3 clusters Score -829385.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -829418.000000 Penalty: 4329.780762
	Iteration 31Q: 3 clusters Score -829418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -829451.062500 Penalty: 4329.780762
	Iteration 32Q: 3 clusters Score -829451.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -829479.437500 Penalty: 4329.780762
	Iteration 33Q: 3 clusters Score -829479.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -829516.937500 Penalty: 4329.780762
	Iteration 34Q: 3 clusters Score -829516.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -829551.625000 Penalty: 4329.780762
	Iteration 35Q: 3 clusters Score -829551.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -829588.562500 Penalty: 4329.780762
	Iteration 36Q: 3 clusters Score -829588.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -829627.812500 Penalty: 4329.780762
	Iteration 37Q: 3 clusters Score -829627.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -829666.250000 Penalty: 4329.780762
	Iteration 38Q: 3 clusters Score -829666.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -829694.937500 Penalty: 4329.780762
	Iteration 39Q: 3 clusters Score -829694.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -829706.875000 Penalty: 4329.780762
	Iteration 40F: 3 clusters Score -829706.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -829715.062500 Penalty: 4329.780762
	Iteration 41Q: 3 clusters Score -829715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -829723.687500 Penalty: 4329.780762
	Iteration 42Q: 3 clusters Score -829723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -829733.875000 Penalty: 4329.780762
	Iteration 43Q: 3 clusters Score -829733.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -829749.687500 Penalty: 4329.780762
	Iteration 44Q: 3 clusters Score -829749.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -829759.875000 Penalty: 4329.780762
	Iteration 45Q: 3 clusters Score -829759.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -829773.937500 Penalty: 4329.780762
	Iteration 46Q: 3 clusters Score -829773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -829787.375000 Penalty: 4329.780762
	Iteration 47Q: 3 clusters Score -829787.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -829809.250000 Penalty: 4329.780762
	Iteration 48Q: 3 clusters Score -829809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -829825.562500 Penalty: 4329.780762
	Iteration 49Q: 3 clusters Score -829825.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -829836.312500 Penalty: 4329.780762
	Iteration 50Q: 3 clusters Score -829836.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -829847.250000 Penalty: 4329.780762
	Iteration 51Q: 3 clusters Score -829847.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -829859.125000 Penalty: 4329.780762
	Iteration 52Q: 3 clusters Score -829859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -829869.812500 Penalty: 4329.780762
	Iteration 53Q: 3 clusters Score -829869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -829885.562500 Penalty: 4329.780762
	Iteration 54Q: 3 clusters Score -829885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -829897.312500 Penalty: 4329.780762
	Iteration 55Q: 3 clusters Score -829897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -829904.000000 Penalty: 4329.780762
	Iteration 56Q: 3 clusters Score -829904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -829915.500000 Penalty: 4329.780762
	Iteration 57Q: 3 clusters Score -829915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -829922.312500 Penalty: 4329.780762
	Iteration 58Q: 3 clusters Score -829922.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -829929.875000 Penalty: 4329.780762
	Iteration 59Q: 3 clusters Score -829929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -829936.062500 Penalty: 4329.780762
	Iteration 60F: 3 clusters Score -829936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -829938.000000 Penalty: 4329.780762
	Iteration 61Q: 3 clusters Score -829938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -829941.937500 Penalty: 4329.780762
	Iteration 62Q: 3 clusters Score -829941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -829946.250000 Penalty: 4329.780762
	Iteration 63Q: 3 clusters Score -829946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -829946.250000 Penalty: 4329.780762
	Iteration 64F: 3 clusters Score -829946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Entering Unmasked Estep 
Score: -10145967.000000 Penalty: 2787.073486
	Iteration 0F: 2 clusters Score -1.014597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -10094999.000000 Penalty: 5574.146973
	Iteration 0F: 3 clusters Score -1.0095e+07 nChanged 35626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -10115065.000000 Penalty: 5574.146973
	Iteration 1F: 3 clusters Score -1.011506e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -10115863.000000 Penalty: 5574.146973
	Iteration 2Q: 3 clusters Score -1.011586e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -10116717.000000 Penalty: 5574.146973
	Iteration 3Q: 3 clusters Score -1.011672e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -10117648.000000 Penalty: 5574.146973
	Iteration 4Q: 3 clusters Score -1.011765e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -10118806.000000 Penalty: 5574.146973
	Iteration 5Q: 3 clusters Score -1.011881e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -10120342.000000 Penalty: 5574.146973
	Iteration 6Q: 3 clusters Score -1.012034e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -10122136.000000 Penalty: 5574.146973
	Iteration 7F: 3 clusters Score -1.012214e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -10124153.000000 Penalty: 5574.146973
	Iteration 8F: 3 clusters Score -1.012415e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -10126317.000000 Penalty: 5574.146973
	Iteration 9F: 3 clusters Score -1.012632e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -10128650.000000 Penalty: 5574.146973
	Iteration 10F: 3 clusters Score -1.012865e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -10131067.000000 Penalty: 5574.146973
	Iteration 11Q: 3 clusters Score -1.013107e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -10133470.000000 Penalty: 5574.146973
	Iteration 12Q: 3 clusters Score -1.013347e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -10135671.000000 Penalty: 5574.146973
	Iteration 13Q: 3 clusters Score -1.013567e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -10137669.000000 Penalty: 5574.146973
	Iteration 14Q: 3 clusters Score -1.013767e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -10139242.000000 Penalty: 5574.146973
	Iteration 15Q: 3 clusters Score -1.013924e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -10140422.000000 Penalty: 5574.146973
	Iteration 16Q: 3 clusters Score -1.014042e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -10141387.000000 Penalty: 5574.146973
	Iteration 17Q: 3 clusters Score -1.014139e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -10142118.000000 Penalty: 5574.146973
	Iteration 18Q: 3 clusters Score -1.014212e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -10142653.000000 Penalty: 5574.146973
	Iteration 19Q: 3 clusters Score -1.014265e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -10142962.000000 Penalty: 5574.146973
	Iteration 20F: 3 clusters Score -1.014296e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -10143171.000000 Penalty: 5574.146973
	Iteration 21Q: 3 clusters Score -1.014317e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -10143293.000000 Penalty: 5574.146973
	Iteration 22Q: 3 clusters Score -1.014329e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -10143387.000000 Penalty: 5574.146973
	Iteration 23Q: 3 clusters Score -1.014339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -10143422.000000 Penalty: 5574.146973
	Iteration 24Q: 3 clusters Score -1.014342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -10143434.000000 Penalty: 5574.146973
	Iteration 25Q: 3 clusters Score -1.014343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -10143462.000000 Penalty: 5574.146973
	Iteration 26Q: 3 clusters Score -1.014346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -10143469.000000 Penalty: 5574.146973
	Iteration 27Q: 3 clusters Score -1.014347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -10143476.000000 Penalty: 5574.146973
	Iteration 28Q: 3 clusters Score -1.014348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -10143476.000000 Penalty: 5574.146973
	Iteration 29Q: 3 clusters Score -1.014348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -10143484.000000 Penalty: 5574.146973
	Iteration 30Q: 3 clusters Score -1.014348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -10143496.000000 Penalty: 5574.146973
	Iteration 31Q: 3 clusters Score -1.01435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -10143491.000000 Penalty: 5574.146973
	Iteration 32Q: 3 clusters Score -1.014349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -10143492.000000 Penalty: 5574.146973
	Iteration 33Q: 3 clusters Score -1.014349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -10143503.000000 Penalty: 5574.146973
	Iteration 34Q: 3 clusters Score -1.01435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -10143498.000000 Penalty: 5574.146973
	Iteration 35Q: 3 clusters Score -1.01435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -10143498.000000 Penalty: 5574.146973
	Iteration 36F: 3 clusters Score -1.01435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201414 members 
Entering Unmasked Estep 
Score: -27571954.000000 Penalty: 3028.853271
	Iteration 0F: 2 clusters Score -2.757195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -27445520.000000 Penalty: 6057.706543
	Iteration 0F: 3 clusters Score -2.744552e+07 nChanged 97098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -27502536.000000 Penalty: 6057.706543
	Iteration 1F: 3 clusters Score -2.750254e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -27503460.000000 Penalty: 6057.706543
	Iteration 2Q: 3 clusters Score -2.750346e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -27504444.000000 Penalty: 6057.706543
	Iteration 3Q: 3 clusters Score -2.750444e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -27505566.000000 Penalty: 6057.706543
	Iteration 4Q: 3 clusters Score -2.750557e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -27507312.000000 Penalty: 6057.706543
	Iteration 5Q: 3 clusters Score -2.750731e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -27509840.000000 Penalty: 6057.706543
	Iteration 6Q: 3 clusters Score -2.750984e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -27514308.000000 Penalty: 6057.706543
	Iteration 7Q: 3 clusters Score -2.751431e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -27521786.000000 Penalty: 6057.706543
	Iteration 8F: 3 clusters Score -2.752179e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -27532128.000000 Penalty: 6057.706543
	Iteration 9F: 3 clusters Score -2.753213e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -27543826.000000 Penalty: 6057.706543
	Iteration 10F: 3 clusters Score -2.754383e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -27553552.000000 Penalty: 6057.706543
	Iteration 11F: 3 clusters Score -2.755355e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -27560478.000000 Penalty: 6057.706543
	Iteration 12Q: 3 clusters Score -2.756048e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 193393 members 
Entering Unmasked Estep 
Score: -27564600.000000 Penalty: 6057.706543
	Iteration 13Q: 3 clusters Score -2.75646e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 197700 members 
Entering Unmasked Estep 
Score: -27567026.000000 Penalty: 6057.706543
	Iteration 14Q: 3 clusters Score -2.756703e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 199882 members 
Entering Unmasked Estep 
Score: -27568240.000000 Penalty: 6057.706543
	Iteration 15Q: 3 clusters Score -2.756824e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 200737 members 
Entering Unmasked Estep 
Score: -27568792.000000 Penalty: 6057.706543
	Iteration 16Q: 3 clusters Score -2.756879e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 201007 members 
Entering Unmasked Estep 
Score: -27568998.000000 Penalty: 6057.706543
	Iteration 17Q: 3 clusters Score -2.7569e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 201096 members 
Entering Unmasked Estep 
Score: -27569104.000000 Penalty: 6057.706543
	Iteration 18Q: 3 clusters Score -2.75691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 201140 members 
Entering Unmasked Estep 
Score: -27569184.000000 Penalty: 6057.706543
	Iteration 19Q: 3 clusters Score -2.756918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 201159 members 
Entering Unmasked Estep 
Score: -27569222.000000 Penalty: 6057.706543
	Iteration 20F: 3 clusters Score -2.756922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201169 members 
Entering Unmasked Estep 
Score: -27569248.000000 Penalty: 6057.706543
	Iteration 21Q: 3 clusters Score -2.756925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201181 members 
Entering Unmasked Estep 
Score: -27569274.000000 Penalty: 6057.706543
	Iteration 22Q: 3 clusters Score -2.756927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -27569292.000000 Penalty: 6057.706543
	Iteration 23Q: 3 clusters Score -2.756929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201188 members 
Entering Unmasked Estep 
Score: -27569308.000000 Penalty: 6057.706543
	Iteration 24Q: 3 clusters Score -2.756931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201191 members 
Entering Unmasked Estep 
Score: -27569312.000000 Penalty: 6057.706543
	Iteration 25Q: 3 clusters Score -2.756931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201190 members 
Entering Unmasked Estep 
Score: -27569316.000000 Penalty: 6057.706543
	Iteration 26Q: 3 clusters Score -2.756932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201191 members 
Entering Unmasked Estep 
Score: -27569330.000000 Penalty: 6057.706543
	Iteration 27Q: 3 clusters Score -2.756933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -27569324.000000 Penalty: 6057.706543
	Iteration 28Q: 3 clusters Score -2.756932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 201195 members 
Entering Unmasked Estep 
Score: -27569334.000000 Penalty: 6057.706543
	Iteration 29Q: 3 clusters Score -2.756933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -27569332.000000 Penalty: 6057.706543
	Iteration 30Q: 3 clusters Score -2.756933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201197 members 
Entering Unmasked Estep 
Score: -27569332.000000 Penalty: 6057.706543
	Iteration 31Q: 3 clusters Score -2.756933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -27569328.000000 Penalty: 6057.706543
	Iteration 32Q: 3 clusters Score -2.756933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -27569330.000000 Penalty: 6057.706543
	Iteration 33Q: 3 clusters Score -2.756933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201199 members 
Entering Unmasked Estep 
Score: -27569336.000000 Penalty: 6057.706543
	Iteration 34Q: 3 clusters Score -2.756934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201201 members 
Entering Unmasked Estep 
Score: -27569346.000000 Penalty: 6057.706543
	Iteration 35Q: 3 clusters Score -2.756935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201201 members 
Entering Unmasked Estep 
Score: -27569346.000000 Penalty: 6057.706543
	Iteration 36F: 3 clusters Score -2.756935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -140611.453125 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -140611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138593.687500 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -138593.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138987.812500 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -138987.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139142.109375 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -139142.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139281.671875 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -139281.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139394.281250 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -139394.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139481.546875 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -139481.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139525.671875 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -139525.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139561.343750 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -139561.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139591.171875 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -139591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139615.843750 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -139615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -139659.859375 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -139659.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139684.984375 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -139685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -139699.125000 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -139699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -139707.562500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -139707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139711.265625 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -139711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139713.125000 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -139713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139717.906250 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -139717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139719.062500 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -139719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139720.125000 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -139720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139720.718750 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -139720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139722.093750 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -139722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139723.078125 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -139723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139724.609375 Penalty: 3507.500244
	Iteration 22Q: 3 clusters Score -139724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139725.453125 Penalty: 3507.500244
	Iteration 23Q: 3 clusters Score -139725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139725.453125 Penalty: 3507.500244
	Iteration 24F: 3 clusters Score -139725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Entering Unmasked Estep 
Score: -4194538.500000 Penalty: 2559.570312
	Iteration 0F: 2 clusters Score -4194538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4173838.750000 Penalty: 5119.140625
	Iteration 0F: 3 clusters Score -4173839 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4181234.500000 Penalty: 5119.140625
	Iteration 1F: 3 clusters Score -4181234 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4181688.500000 Penalty: 5119.140625
	Iteration 2Q: 3 clusters Score -4181688 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4182115.750000 Penalty: 5119.140625
	Iteration 3Q: 3 clusters Score -4182116 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -4182470.750000 Penalty: 5119.140625
	Iteration 4Q: 3 clusters Score -4182471 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4182881.750000 Penalty: 5119.140625
	Iteration 5Q: 3 clusters Score -4182882 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4183279.500000 Penalty: 5119.140625
	Iteration 6Q: 3 clusters Score -4183280 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4183888.000000 Penalty: 5119.140625
	Iteration 7Q: 3 clusters Score -4183888 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4184714.500000 Penalty: 5119.140625
	Iteration 8Q: 3 clusters Score -4184714 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4185757.750000 Penalty: 5119.140625
	Iteration 9F: 3 clusters Score -4185758 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4187143.250000 Penalty: 5119.140625
	Iteration 10F: 3 clusters Score -4187143 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4188685.750000 Penalty: 5119.140625
	Iteration 11F: 3 clusters Score -4188686 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4190039.500000 Penalty: 5119.140625
	Iteration 12F: 3 clusters Score -4190040 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4191047.500000 Penalty: 5119.140625
	Iteration 13Q: 3 clusters Score -4191048 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4191641.500000 Penalty: 5119.140625
	Iteration 14Q: 3 clusters Score -4191642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4191944.500000 Penalty: 5119.140625
	Iteration 15Q: 3 clusters Score -4191944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4192092.250000 Penalty: 5119.140625
	Iteration 16Q: 3 clusters Score -4192092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4192172.500000 Penalty: 5119.140625
	Iteration 17Q: 3 clusters Score -4192172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4192210.500000 Penalty: 5119.140625
	Iteration 18Q: 3 clusters Score -4192210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4192240.500000 Penalty: 5119.140625
	Iteration 19Q: 3 clusters Score -4192240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4192255.750000 Penalty: 5119.140625
	Iteration 20F: 3 clusters Score -4192256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4192269.750000 Penalty: 5119.140625
	Iteration 21Q: 3 clusters Score -4192270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4192276.750000 Penalty: 5119.140625
	Iteration 22Q: 3 clusters Score -4192277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4192278.750000 Penalty: 5119.140625
	Iteration 23Q: 3 clusters Score -4192279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4192277.500000 Penalty: 5119.140625
	Iteration 24Q: 3 clusters Score -4192278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4192277.500000 Penalty: 5119.140625
	Iteration 25Q: 3 clusters Score -4192278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4192280.500000 Penalty: 5119.140625
	Iteration 26Q: 3 clusters Score -4192280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4192284.250000 Penalty: 5119.140625
	Iteration 27Q: 3 clusters Score -4192284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4192289.000000 Penalty: 5119.140625
	Iteration 28Q: 3 clusters Score -4192289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4192296.750000 Penalty: 5119.140625
	Iteration 29Q: 3 clusters Score -4192297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4192298.500000 Penalty: 5119.140625
	Iteration 30Q: 3 clusters Score -4192298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4192301.000000 Penalty: 5119.140625
	Iteration 31Q: 3 clusters Score -4192301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4192301.000000 Penalty: 5119.140625
	Iteration 32F: 3 clusters Score -4192301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86390.789062 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86390.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84706.398438 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84706.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84941.328125 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84941.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85000.562500 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -85000.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85022.031250 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -85022.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85022.500000 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -85022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85024.960938 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -85024.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85027.726562 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -85027.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85039.148438 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -85039.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85048.039062 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -85048.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85064.687500 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -85064.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85085.421875 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -85085.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85091.164062 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -85091.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85093.039062 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -85093.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85094.523438 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -85094.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85094.523438 Penalty: 3228.349365
	Iteration 14F: 3 clusters Score -85094.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41209.125000 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41209.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39854.867188 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39854.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39998.761719 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -39998.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40066.246094 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -40066.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40126.218750 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40126.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40164.742188 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40164.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40197.343750 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40197.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40227.445312 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -40227.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40248.949219 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -40248.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40269.054688 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -40269.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40282.187500 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -40282.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40305.285156 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -40305.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40317.277344 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -40317.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40318.281250 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -40318.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40318.281250 Penalty: 2899.833740
	Iteration 13F: 3 clusters Score -40318.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -706528.875000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -706528.9 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 2846 members 
Entering Unmasked Estep 
Score: -701648.312500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -701648.3 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -703023.687500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -703023.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -703401.937500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -703401.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -703698.687500 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -703698.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -704018.125000 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -704018.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -704373.375000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -704373.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -704798.125000 Penalty: 4282.242188
	Iteration 6F: 3 clusters Score -704798.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -705108.625000 Penalty: 4282.242188
	Iteration 7F: 3 clusters Score -705108.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -705313.250000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -705313.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -705422.437500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -705422.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -705485.687500 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -705485.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -705528.125000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -705528.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -705566.562500 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -705566.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -705628.187500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -705628.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -705690.687500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -705690.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -705742.187500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -705742.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -705774.312500 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -705774.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -705803.062500 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -705803.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -705822.437500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -705822.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -705829.875000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -705829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -705833.562500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -705833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -705838.187500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -705838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -705841.062500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -705841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -705843.437500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -705843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -705844.500000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -705844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -705846.125000 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -705846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -705847.500000 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -705847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -705848.812500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -705848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -705849.250000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -705849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -705849.562500 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -705849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -705849.500000 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -705849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -705849.812500 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -705849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -705849.812500 Penalty: 4282.242188
	Iteration 32F: 3 clusters Score -705849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Entering Unmasked Estep 
Score: -8374818.000000 Penalty: 2750.415527
	Iteration 0F: 2 clusters Score -8374818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -8330711.500000 Penalty: 5500.831055
	Iteration 0F: 3 clusters Score -8330712 nChanged 30690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -8348265.000000 Penalty: 5500.831055
	Iteration 1F: 3 clusters Score -8348265 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -8349242.000000 Penalty: 5500.831055
	Iteration 2Q: 3 clusters Score -8349242 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -8350460.500000 Penalty: 5500.831055
	Iteration 3Q: 3 clusters Score -8350460 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8352384.000000 Penalty: 5500.831055
	Iteration 4F: 3 clusters Score -8352384 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -8355045.000000 Penalty: 5500.831055
	Iteration 5F: 3 clusters Score -8355045 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8358689.500000 Penalty: 5500.831055
	Iteration 6F: 3 clusters Score -8358690 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -8362969.000000 Penalty: 5500.831055
	Iteration 7F: 3 clusters Score -8362969 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -8366560.000000 Penalty: 5500.831055
	Iteration 8F: 3 clusters Score -8366560 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8369436.000000 Penalty: 5500.831055
	Iteration 9Q: 3 clusters Score -8369436 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8371194.000000 Penalty: 5500.831055
	Iteration 10Q: 3 clusters Score -8371194 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8372254.000000 Penalty: 5500.831055
	Iteration 11Q: 3 clusters Score -8372254 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8372775.000000 Penalty: 5500.831055
	Iteration 12Q: 3 clusters Score -8372775 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8373014.500000 Penalty: 5500.831055
	Iteration 13Q: 3 clusters Score -8373014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8373108.000000 Penalty: 5500.831055
	Iteration 14Q: 3 clusters Score -8373108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8373184.500000 Penalty: 5500.831055
	Iteration 15Q: 3 clusters Score -8373184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8373204.000000 Penalty: 5500.831055
	Iteration 16Q: 3 clusters Score -8373204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8373238.500000 Penalty: 5500.831055
	Iteration 17Q: 3 clusters Score -8373238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8373279.000000 Penalty: 5500.831055
	Iteration 18Q: 3 clusters Score -8373279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8373295.500000 Penalty: 5500.831055
	Iteration 19Q: 3 clusters Score -8373296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8373299.000000 Penalty: 5500.831055
	Iteration 20F: 3 clusters Score -8373299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8373305.000000 Penalty: 5500.831055
	Iteration 21Q: 3 clusters Score -8373305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8373313.000000 Penalty: 5500.831055
	Iteration 22Q: 3 clusters Score -8373313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8373324.000000 Penalty: 5500.831055
	Iteration 23Q: 3 clusters Score -8373324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8373325.000000 Penalty: 5500.831055
	Iteration 24Q: 3 clusters Score -8373325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8373324.000000 Penalty: 5500.831055
	Iteration 25Q: 3 clusters Score -8373324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8373330.000000 Penalty: 5500.831055
	Iteration 26Q: 3 clusters Score -8373330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8373328.500000 Penalty: 5500.831055
	Iteration 27Q: 3 clusters Score -8373328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8373328.500000 Penalty: 5500.831055
	Iteration 28Q: 3 clusters Score -8373328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8373325.500000 Penalty: 5500.831055
	Iteration 29Q: 3 clusters Score -8373326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8373323.000000 Penalty: 5500.831055
	Iteration 30Q: 3 clusters Score -8373323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8373333.500000 Penalty: 5500.831055
	Iteration 31Q: 3 clusters Score -8373334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8373334.500000 Penalty: 5500.831055
	Iteration 32Q: 3 clusters Score -8373334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8373338.000000 Penalty: 5500.831055
	Iteration 33Q: 3 clusters Score -8373338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8373331.500000 Penalty: 5500.831055
	Iteration 34Q: 3 clusters Score -8373332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8373328.000000 Penalty: 5500.831055
	Iteration 35Q: 3 clusters Score -8373328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8373330.000000 Penalty: 5500.831055
	Iteration 36Q: 3 clusters Score -8373330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8373331.000000 Penalty: 5500.831055
	Iteration 37Q: 3 clusters Score -8373331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8373333.000000 Penalty: 5500.831055
	Iteration 38Q: 3 clusters Score -8373333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8373333.000000 Penalty: 5500.831055
	Iteration 39F: 3 clusters Score -8373333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -32503.152344 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -32503.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31246.408203 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -31246.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31353.330078 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31353.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31374.597656 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -31374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31394.839844 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31394.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31399.593750 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31399.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31399.593750 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -31399.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -323139.843750 Penalty: 1936.967529
	Iteration 0F: 2 clusters Score -323139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -320199.593750 Penalty: 3873.935059
	Iteration 0F: 3 clusters Score -320199.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320750.343750 Penalty: 3873.935059
	Iteration 1F: 3 clusters Score -320750.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -320889.187500 Penalty: 3873.935059
	Iteration 2F: 3 clusters Score -320889.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -320982.906250 Penalty: 3873.935059
	Iteration 3Q: 3 clusters Score -320982.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321048.750000 Penalty: 3873.935059
	Iteration 4Q: 3 clusters Score -321048.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -321102.781250 Penalty: 3873.935059
	Iteration 5Q: 3 clusters Score -321102.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -321133.250000 Penalty: 3873.935059
	Iteration 6Q: 3 clusters Score -321133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -321163.062500 Penalty: 3873.935059
	Iteration 7Q: 3 clusters Score -321163.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -321196.062500 Penalty: 3873.935059
	Iteration 8Q: 3 clusters Score -321196.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321228.812500 Penalty: 3873.935059
	Iteration 9Q: 3 clusters Score -321228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -321250.156250 Penalty: 3873.935059
	Iteration 10Q: 3 clusters Score -321250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321275.875000 Penalty: 3873.935059
	Iteration 11Q: 3 clusters Score -321275.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -321300.093750 Penalty: 3873.935059
	Iteration 12Q: 3 clusters Score -321300.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321326.656250 Penalty: 3873.935059
	Iteration 13Q: 3 clusters Score -321326.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321359.375000 Penalty: 3873.935059
	Iteration 14Q: 3 clusters Score -321359.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321399.156250 Penalty: 3873.935059
	Iteration 15Q: 3 clusters Score -321399.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -321434.312500 Penalty: 3873.935059
	Iteration 16Q: 3 clusters Score -321434.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -321461.750000 Penalty: 3873.935059
	Iteration 17Q: 3 clusters Score -321461.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -321488.812500 Penalty: 3873.935059
	Iteration 18Q: 3 clusters Score -321488.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -321515.093750 Penalty: 3873.935059
	Iteration 19Q: 3 clusters Score -321515.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321548.250000 Penalty: 3873.935059
	Iteration 20F: 3 clusters Score -321548.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -321568.437500 Penalty: 3873.935059
	Iteration 21Q: 3 clusters Score -321568.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -321582.281250 Penalty: 3873.935059
	Iteration 22Q: 3 clusters Score -321582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -321595.500000 Penalty: 3873.935059
	Iteration 23Q: 3 clusters Score -321595.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -321605.312500 Penalty: 3873.935059
	Iteration 24Q: 3 clusters Score -321605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -321615.093750 Penalty: 3873.935059
	Iteration 25Q: 3 clusters Score -321615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -321620.375000 Penalty: 3873.935059
	Iteration 26Q: 3 clusters Score -321620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -321625.156250 Penalty: 3873.935059
	Iteration 27Q: 3 clusters Score -321625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -321627.875000 Penalty: 3873.935059
	Iteration 28Q: 3 clusters Score -321627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -321629.156250 Penalty: 3873.935059
	Iteration 29Q: 3 clusters Score -321629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -321629.156250 Penalty: 3873.935059
	Iteration 30F: 3 clusters Score -321629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 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 424 members 
Entering Unmasked Estep 
Score: -104857.656250 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104857.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105130.445312 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105130.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105189.390625 Penalty: 3347.384766
	Iteration 2Q: 3 clusters Score -105189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105212.429688 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -105212.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105229.101562 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105233.609375 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105241.984375 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105263.914062 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105282.671875 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105282.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105296.234375 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105304.867188 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -105304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105306.648438 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -105306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105310.804688 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105319.125000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105324.500000 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -105324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105328.726562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105328.726562 Penalty: 3347.384766
	Iteration 16F: 3 clusters Score -105328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Entering Unmasked Estep 
Score: -14460981.000000 Penalty: 2871.613525
	Iteration 0F: 2 clusters Score -1.446098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -14389940.000000 Penalty: 5743.227051
	Iteration 0F: 3 clusters Score -1.438994e+07 nChanged 50393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -14419342.000000 Penalty: 5743.227051
	Iteration 1F: 3 clusters Score -1.441934e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -14420625.000000 Penalty: 5743.227051
	Iteration 2Q: 3 clusters Score -1.442062e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -14422689.000000 Penalty: 5743.227051
	Iteration 3Q: 3 clusters Score -1.442269e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -14425533.000000 Penalty: 5743.227051
	Iteration 4F: 3 clusters Score -1.442553e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -14429945.000000 Penalty: 5743.227051
	Iteration 5F: 3 clusters Score -1.442994e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -14436407.000000 Penalty: 5743.227051
	Iteration 6F: 3 clusters Score -1.443641e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -14443824.000000 Penalty: 5743.227051
	Iteration 7F: 3 clusters Score -1.444382e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -14450392.000000 Penalty: 5743.227051
	Iteration 8F: 3 clusters Score -1.445039e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -14454289.000000 Penalty: 5743.227051
	Iteration 9Q: 3 clusters Score -1.445429e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -14456286.000000 Penalty: 5743.227051
	Iteration 10Q: 3 clusters Score -1.445629e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -14457179.000000 Penalty: 5743.227051
	Iteration 11Q: 3 clusters Score -1.445718e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -14457617.000000 Penalty: 5743.227051
	Iteration 12Q: 3 clusters Score -1.445762e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -14457885.000000 Penalty: 5743.227051
	Iteration 13Q: 3 clusters Score -1.445788e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -14458080.000000 Penalty: 5743.227051
	Iteration 14Q: 3 clusters Score -1.445808e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -14458194.000000 Penalty: 5743.227051
	Iteration 15Q: 3 clusters Score -1.445819e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -14458300.000000 Penalty: 5743.227051
	Iteration 16Q: 3 clusters Score -1.44583e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -14458339.000000 Penalty: 5743.227051
	Iteration 17Q: 3 clusters Score -1.445834e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -14458400.000000 Penalty: 5743.227051
	Iteration 18Q: 3 clusters Score -1.44584e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -14458442.000000 Penalty: 5743.227051
	Iteration 19Q: 3 clusters Score -1.445844e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -14458469.000000 Penalty: 5743.227051
	Iteration 20F: 3 clusters Score -1.445847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -14458479.000000 Penalty: 5743.227051
	Iteration 21Q: 3 clusters Score -1.445848e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -14458491.000000 Penalty: 5743.227051
	Iteration 22Q: 3 clusters Score -1.445849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -14458522.000000 Penalty: 5743.227051
	Iteration 23Q: 3 clusters Score -1.445852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -14458513.000000 Penalty: 5743.227051
	Iteration 24Q: 3 clusters Score -1.445851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -14458515.000000 Penalty: 5743.227051
	Iteration 25Q: 3 clusters Score -1.445852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -14458514.000000 Penalty: 5743.227051
	Iteration 26Q: 3 clusters Score -1.445851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -14458518.000000 Penalty: 5743.227051
	Iteration 27Q: 3 clusters Score -1.445852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -14458531.000000 Penalty: 5743.227051
	Iteration 28Q: 3 clusters Score -1.445853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -14458524.000000 Penalty: 5743.227051
	Iteration 29Q: 3 clusters Score -1.445852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -14458527.000000 Penalty: 5743.227051
	Iteration 30Q: 3 clusters Score -1.445853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -14458532.000000 Penalty: 5743.227051
	Iteration 31Q: 3 clusters Score -1.445853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -14458533.000000 Penalty: 5743.227051
	Iteration 32Q: 3 clusters Score -1.445853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -14458535.000000 Penalty: 5743.227051
	Iteration 33Q: 3 clusters Score -1.445854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -14458529.000000 Penalty: 5743.227051
	Iteration 34Q: 3 clusters Score -1.445853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -14458539.000000 Penalty: 5743.227051
	Iteration 35Q: 3 clusters Score -1.445854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -14458552.000000 Penalty: 5743.227051
	Iteration 36Q: 3 clusters Score -1.445855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -14458549.000000 Penalty: 5743.227051
	Iteration 37Q: 3 clusters Score -1.445855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -14458553.000000 Penalty: 5743.227051
	Iteration 38Q: 3 clusters Score -1.445855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -14458560.000000 Penalty: 5743.227051
	Iteration 39Q: 3 clusters Score -1.445856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -14458568.000000 Penalty: 5743.227051
	Iteration 40F: 3 clusters Score -1.445857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -14458569.000000 Penalty: 5743.227051
	Iteration 41Q: 3 clusters Score -1.445857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -14458576.000000 Penalty: 5743.227051
	Iteration 42Q: 3 clusters Score -1.445858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -14458575.000000 Penalty: 5743.227051
	Iteration 43Q: 3 clusters Score -1.445858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14458571.000000 Penalty: 5743.227051
	Iteration 44Q: 3 clusters Score -1.445857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -14458571.000000 Penalty: 5743.227051
	Iteration 45Q: 3 clusters Score -1.445857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -14458573.000000 Penalty: 5743.227051
	Iteration 46Q: 3 clusters Score -1.445857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -14458572.000000 Penalty: 5743.227051
	Iteration 47Q: 3 clusters Score -1.445857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -14458587.000000 Penalty: 5743.227051
	Iteration 48Q: 3 clusters Score -1.445859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -14458580.000000 Penalty: 5743.227051
	Iteration 49Q: 3 clusters Score -1.445858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -14458580.000000 Penalty: 5743.227051
	Iteration 50Q: 3 clusters Score -1.445858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14458579.000000 Penalty: 5743.227051
	Iteration 51Q: 3 clusters Score -1.445858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -14458581.000000 Penalty: 5743.227051
	Iteration 52Q: 3 clusters Score -1.445858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -14458588.000000 Penalty: 5743.227051
	Iteration 53Q: 3 clusters Score -1.445859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -14458588.000000 Penalty: 5743.227051
	Iteration 54F: 3 clusters Score -1.445859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141744.828125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139695.593750 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139695.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140108.140625 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -140108.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140281.281250 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -140281.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140420.484375 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -140420.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140509.484375 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -140509.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -140565.968750 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -140566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140603.828125 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -140603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140630.421875 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -140630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140648.468750 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -140648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140651.750000 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -140651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140651.750000 Penalty: 3499.007080
	Iteration 10F: 3 clusters Score -140651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Entering Unmasked Estep 
Score: -1808820.375000 Penalty: 2353.129639
	Iteration 0F: 2 clusters Score -1808820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1799054.125000 Penalty: 4706.259277
	Iteration 0F: 3 clusters Score -1799054 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1802164.250000 Penalty: 4706.259277
	Iteration 1F: 3 clusters Score -1802164 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1802577.000000 Penalty: 4706.259277
	Iteration 2F: 3 clusters Score -1802577 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1802918.500000 Penalty: 4706.259277
	Iteration 3F: 3 clusters Score -1802918 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1803225.625000 Penalty: 4706.259277
	Iteration 4Q: 3 clusters Score -1803226 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1803507.000000 Penalty: 4706.259277
	Iteration 5Q: 3 clusters Score -1803507 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1803769.625000 Penalty: 4706.259277
	Iteration 6Q: 3 clusters Score -1803770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1804010.625000 Penalty: 4706.259277
	Iteration 7Q: 3 clusters Score -1804011 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1804261.125000 Penalty: 4706.259277
	Iteration 8Q: 3 clusters Score -1804261 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1804488.750000 Penalty: 4706.259277
	Iteration 9Q: 3 clusters Score -1804489 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1804685.750000 Penalty: 4706.259277
	Iteration 10Q: 3 clusters Score -1804686 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1804875.000000 Penalty: 4706.259277
	Iteration 11Q: 3 clusters Score -1804875 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1805014.375000 Penalty: 4706.259277
	Iteration 12Q: 3 clusters Score -1805014 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1805126.500000 Penalty: 4706.259277
	Iteration 13Q: 3 clusters Score -1805126 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1805225.750000 Penalty: 4706.259277
	Iteration 14Q: 3 clusters Score -1805226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1805297.125000 Penalty: 4706.259277
	Iteration 15Q: 3 clusters Score -1805297 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1805346.625000 Penalty: 4706.259277
	Iteration 16Q: 3 clusters Score -1805347 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1805384.625000 Penalty: 4706.259277
	Iteration 17Q: 3 clusters Score -1805385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1805423.750000 Penalty: 4706.259277
	Iteration 18Q: 3 clusters Score -1805424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1805454.625000 Penalty: 4706.259277
	Iteration 19Q: 3 clusters Score -1805455 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1805490.500000 Penalty: 4706.259277
	Iteration 20F: 3 clusters Score -1805490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1805518.000000 Penalty: 4706.259277
	Iteration 21Q: 3 clusters Score -1805518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1805540.125000 Penalty: 4706.259277
	Iteration 22Q: 3 clusters Score -1805540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1805554.750000 Penalty: 4706.259277
	Iteration 23Q: 3 clusters Score -1805555 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1805584.750000 Penalty: 4706.259277
	Iteration 24Q: 3 clusters Score -1805585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1805610.000000 Penalty: 4706.259277
	Iteration 25Q: 3 clusters Score -1805610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1805642.750000 Penalty: 4706.259277
	Iteration 26Q: 3 clusters Score -1805643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1805683.750000 Penalty: 4706.259277
	Iteration 27Q: 3 clusters Score -1805684 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1805730.250000 Penalty: 4706.259277
	Iteration 28Q: 3 clusters Score -1805730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1805775.750000 Penalty: 4706.259277
	Iteration 29Q: 3 clusters Score -1805776 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1805826.000000 Penalty: 4706.259277
	Iteration 30Q: 3 clusters Score -1805826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1805876.375000 Penalty: 4706.259277
	Iteration 31Q: 3 clusters Score -1805876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1805943.500000 Penalty: 4706.259277
	Iteration 32Q: 3 clusters Score -1805944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1806007.250000 Penalty: 4706.259277
	Iteration 33Q: 3 clusters Score -1806007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1806066.500000 Penalty: 4706.259277
	Iteration 34Q: 3 clusters Score -1806066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1806109.250000 Penalty: 4706.259277
	Iteration 35Q: 3 clusters Score -1806109 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1806158.250000 Penalty: 4706.259277
	Iteration 36Q: 3 clusters Score -1806158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1806201.000000 Penalty: 4706.259277
	Iteration 37Q: 3 clusters Score -1806201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1806262.000000 Penalty: 4706.259277
	Iteration 38Q: 3 clusters Score -1806262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1806316.000000 Penalty: 4706.259277
	Iteration 39Q: 3 clusters Score -1806316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1806363.250000 Penalty: 4706.259277
	Iteration 40F: 3 clusters Score -1806363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1806399.000000 Penalty: 4706.259277
	Iteration 41Q: 3 clusters Score -1806399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1806442.250000 Penalty: 4706.259277
	Iteration 42Q: 3 clusters Score -1806442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1806480.500000 Penalty: 4706.259277
	Iteration 43Q: 3 clusters Score -1806480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1806520.750000 Penalty: 4706.259277
	Iteration 44Q: 3 clusters Score -1806521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1806566.250000 Penalty: 4706.259277
	Iteration 45Q: 3 clusters Score -1806566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1806604.000000 Penalty: 4706.259277
	Iteration 46Q: 3 clusters Score -1806604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1806636.000000 Penalty: 4706.259277
	Iteration 47Q: 3 clusters Score -1806636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1806654.500000 Penalty: 4706.259277
	Iteration 48Q: 3 clusters Score -1806654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1806677.625000 Penalty: 4706.259277
	Iteration 49Q: 3 clusters Score -1806678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1806710.250000 Penalty: 4706.259277
	Iteration 50Q: 3 clusters Score -1806710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1806732.875000 Penalty: 4706.259277
	Iteration 51Q: 3 clusters Score -1806733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1806755.250000 Penalty: 4706.259277
	Iteration 52Q: 3 clusters Score -1806755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1806770.250000 Penalty: 4706.259277
	Iteration 53Q: 3 clusters Score -1806770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1806784.250000 Penalty: 4706.259277
	Iteration 54Q: 3 clusters Score -1806784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1806800.875000 Penalty: 4706.259277
	Iteration 55Q: 3 clusters Score -1806801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1806818.250000 Penalty: 4706.259277
	Iteration 56Q: 3 clusters Score -1806818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1806835.250000 Penalty: 4706.259277
	Iteration 57Q: 3 clusters Score -1806835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1806836.125000 Penalty: 4706.259277
	Iteration 58Q: 3 clusters Score -1806836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1806844.875000 Penalty: 4706.259277
	Iteration 59Q: 3 clusters Score -1806845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1806852.375000 Penalty: 4706.259277
	Iteration 60F: 3 clusters Score -1806852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1806862.000000 Penalty: 4706.259277
	Iteration 61Q: 3 clusters Score -1806862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1806872.875000 Penalty: 4706.259277
	Iteration 62Q: 3 clusters Score -1806873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1806882.625000 Penalty: 4706.259277
	Iteration 63Q: 3 clusters Score -1806883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1806882.875000 Penalty: 4706.259277
	Iteration 64Q: 3 clusters Score -1806883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1806890.125000 Penalty: 4706.259277
	Iteration 65Q: 3 clusters Score -1806890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1806901.875000 Penalty: 4706.259277
	Iteration 66Q: 3 clusters Score -1806902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1806920.375000 Penalty: 4706.259277
	Iteration 67Q: 3 clusters Score -1806920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1806929.250000 Penalty: 4706.259277
	Iteration 68Q: 3 clusters Score -1806929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1806947.875000 Penalty: 4706.259277
	Iteration 69Q: 3 clusters Score -1806948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1806955.500000 Penalty: 4706.259277
	Iteration 70Q: 3 clusters Score -1806956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1806956.625000 Penalty: 4706.259277
	Iteration 71Q: 3 clusters Score -1806957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1806971.875000 Penalty: 4706.259277
	Iteration 72Q: 3 clusters Score -1806972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1806973.500000 Penalty: 4706.259277
	Iteration 73Q: 3 clusters Score -1806974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1806979.750000 Penalty: 4706.259277
	Iteration 74Q: 3 clusters Score -1806980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1806989.000000 Penalty: 4706.259277
	Iteration 75Q: 3 clusters Score -1806989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1806990.625000 Penalty: 4706.259277
	Iteration 76Q: 3 clusters Score -1806991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1806997.750000 Penalty: 4706.259277
	Iteration 77Q: 3 clusters Score -1806998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1807001.000000 Penalty: 4706.259277
	Iteration 78Q: 3 clusters Score -1807001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1807008.250000 Penalty: 4706.259277
	Iteration 79Q: 3 clusters Score -1807008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1807017.250000 Penalty: 4706.259277
	Iteration 80F: 3 clusters Score -1807017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1807022.000000 Penalty: 4706.259277
	Iteration 81Q: 3 clusters Score -1807022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1807025.000000 Penalty: 4706.259277
	Iteration 82Q: 3 clusters Score -1807025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1807026.000000 Penalty: 4706.259277
	Iteration 83Q: 3 clusters Score -1807026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1807028.875000 Penalty: 4706.259277
	Iteration 84Q: 3 clusters Score -1807029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1807029.750000 Penalty: 4706.259277
	Iteration 85Q: 3 clusters Score -1807030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1807027.875000 Penalty: 4706.259277
	Iteration 86Q: 3 clusters Score -1807028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1807027.875000 Penalty: 4706.259277
	Iteration 87F: 3 clusters Score -1807028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -87561.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -87561.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85879.515625 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -85879.52 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86160.203125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -86160.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86274.335938 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -86274.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86329.328125 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -86329.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86369.812500 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -86369.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86406.085938 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -86406.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86436.421875 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -86436.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86459.281250 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -86459.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86476.703125 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86489.312500 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86489.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86495.929688 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -86495.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86497.406250 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -86497.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86498.398438 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -86498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86498.398438 Penalty: 3245.780273
	Iteration 13F: 3 clusters Score -86498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103315 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88327 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201414 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65538 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141792.000000 Penalty: 99435.203125
Iteration 239Q: 30 clusters Score -1.341418e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103311 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88331 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201411 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30362 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65538 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141784.000000 Penalty: 99435.203125
Iteration 240F: 30 clusters Score -1.341418e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103307 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88333 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201413 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30361 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65538 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141776.000000 Penalty: 99435.203125
Iteration 241Q: 30 clusters Score -1.341418e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103299 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88336 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201416 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65537 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106840 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 242Q: 30 clusters Score -1.341418e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103292 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88335 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201422 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65537 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106841 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141816.000000 Penalty: 99435.203125
Iteration 243Q: 30 clusters Score -1.341418e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103287 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88333 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201427 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65536 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106842 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 244Q: 30 clusters Score -1.341418e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103283 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88332 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201432 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65535 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106843 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141824.000000 Penalty: 99435.203125
Iteration 245Q: 30 clusters Score -1.341418e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140494 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103280 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88332 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201434 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65534 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106843 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 246Q: 30 clusters Score -1.341418e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103272 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 88333 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201438 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65534 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106845 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141808.000000 Penalty: 99435.203125
Iteration 247Q: 30 clusters Score -1.341418e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103261 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94776 members 
Mstep: Class 11 contains 88334 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201445 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65536 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106845 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141856.000000 Penalty: 99435.203125
Iteration 248Q: 30 clusters Score -1.341419e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103252 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94776 members 
Mstep: Class 11 contains 88335 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201453 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30362 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65536 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141880.000000 Penalty: 99435.203125
Iteration 249Q: 30 clusters Score -1.341419e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103243 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94777 members 
Mstep: Class 11 contains 88334 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201460 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65536 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 250Q: 30 clusters Score -1.341419e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103231 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88338 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201466 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65535 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 251Q: 30 clusters Score -1.341419e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103221 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88340 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201471 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65534 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141936.000000 Penalty: 99435.203125
Iteration 252Q: 30 clusters Score -1.341419e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103208 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88344 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201483 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65531 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141880.000000 Penalty: 99435.203125
Iteration 253Q: 30 clusters Score -1.341419e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103201 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94776 members 
Mstep: Class 11 contains 88349 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201491 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65529 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13204 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141856.000000 Penalty: 99435.203125
Iteration 254Q: 30 clusters Score -1.341419e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103182 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94776 members 
Mstep: Class 11 contains 88350 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201509 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65529 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106846 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13203 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 255Q: 30 clusters Score -1.341419e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103176 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94776 members 
Mstep: Class 11 contains 88354 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201520 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65525 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106847 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 256Q: 30 clusters Score -1.341419e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103161 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88357 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201528 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65520 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106854 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141960.000000 Penalty: 99435.203125
Iteration 257Q: 30 clusters Score -1.34142e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103150 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88358 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201537 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65512 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106863 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 258Q: 30 clusters Score -1.341419e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103139 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94779 members 
Mstep: Class 11 contains 88360 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201550 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65497 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106873 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13203 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 259Q: 30 clusters Score -1.341418e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103129 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88360 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201559 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65486 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2467 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106881 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 260F: 30 clusters Score -1.341419e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103120 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94779 members 
Mstep: Class 11 contains 88361 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201574 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65477 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106887 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13201 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141944.000000 Penalty: 99435.203125
Iteration 261Q: 30 clusters Score -1.341419e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103111 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94777 members 
Mstep: Class 11 contains 88364 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201584 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30368 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65472 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106891 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13201 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141952.000000 Penalty: 99435.203125
Iteration 262Q: 30 clusters Score -1.34142e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103093 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88367 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201597 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30368 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65464 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106898 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13201 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 263Q: 30 clusters Score -1.341419e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103077 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 88367 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201610 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30370 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65457 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106906 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13201 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141864.000000 Penalty: 99435.203125
Iteration 264Q: 30 clusters Score -1.341419e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31071 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103061 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94780 members 
Mstep: Class 11 contains 88367 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201623 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30370 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65453 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106909 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13201 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141936.000000 Penalty: 99435.203125
Iteration 265Q: 30 clusters Score -1.341419e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31071 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103052 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88368 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201627 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30369 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65447 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106916 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13202 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 266Q: 30 clusters Score -1.341419e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31074 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103046 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88369 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201630 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30368 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65444 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106919 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13203 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 267Q: 30 clusters Score -1.341419e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103042 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88368 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201632 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30367 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65443 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106922 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141880.000000 Penalty: 99435.203125
Iteration 268Q: 30 clusters Score -1.341419e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103041 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201629 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30367 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65442 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106924 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 269Q: 30 clusters Score -1.341419e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103042 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88369 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201630 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30367 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65440 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106926 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 270Q: 30 clusters Score -1.341419e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103039 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201631 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30366 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65440 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106927 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 271Q: 30 clusters Score -1.341419e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103034 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88372 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201635 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106928 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 272Q: 30 clusters Score -1.341419e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103033 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88371 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201636 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 273Q: 30 clusters Score -1.341419e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103031 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201638 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141936.000000 Penalty: 99435.203125
Iteration 274Q: 30 clusters Score -1.341419e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103028 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201641 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141936.000000 Penalty: 99435.203125
Iteration 275Q: 30 clusters Score -1.341419e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103025 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201644 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 276Q: 30 clusters Score -1.341419e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103020 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201647 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 277Q: 30 clusters Score -1.341419e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103015 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201653 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 278Q: 30 clusters Score -1.341419e+08 nChanged 6
Entering ConstructFrom: 
Score: -134141904.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (140498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140498 members 
Entering Unmasked Estep 
Score: -19160058.000000 Penalty: 2939.531250
	Iteration 0F: 2 clusters Score -1.916006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -19067838.000000 Penalty: 5879.062500
	Iteration 0F: 3 clusters Score -1.906784e+07 nChanged 67221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -19106908.000000 Penalty: 5879.062500
	Iteration 1F: 3 clusters Score -1.910691e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -19108388.000000 Penalty: 5879.062500
	Iteration 2Q: 3 clusters Score -1.910839e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -19111136.000000 Penalty: 5879.062500
	Iteration 3Q: 3 clusters Score -1.911114e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -19116504.000000 Penalty: 5879.062500
	Iteration 4F: 3 clusters Score -1.91165e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -19126128.000000 Penalty: 5879.062500
	Iteration 5F: 3 clusters Score -1.912613e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -19139078.000000 Penalty: 5879.062500
	Iteration 6F: 3 clusters Score -1.913908e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -19150180.000000 Penalty: 5879.062500
	Iteration 7F: 3 clusters Score -1.915018e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138196 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -19155328.000000 Penalty: 5879.062500
	Iteration 8Q: 3 clusters Score -1.915533e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139928 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19156824.000000 Penalty: 5879.062500
	Iteration 9Q: 3 clusters Score -1.915682e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19157216.000000 Penalty: 5879.062500
	Iteration 10Q: 3 clusters Score -1.915722e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19157338.000000 Penalty: 5879.062500
	Iteration 11Q: 3 clusters Score -1.915734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19157400.000000 Penalty: 5879.062500
	Iteration 12Q: 3 clusters Score -1.91574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19157450.000000 Penalty: 5879.062500
	Iteration 13Q: 3 clusters Score -1.915745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19157466.000000 Penalty: 5879.062500
	Iteration 14Q: 3 clusters Score -1.915747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19157476.000000 Penalty: 5879.062500
	Iteration 15Q: 3 clusters Score -1.915748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19157482.000000 Penalty: 5879.062500
	Iteration 16Q: 3 clusters Score -1.915748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19157480.000000 Penalty: 5879.062500
	Iteration 17Q: 3 clusters Score -1.915748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19157482.000000 Penalty: 5879.062500
	Iteration 18Q: 3 clusters Score -1.915748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19157488.000000 Penalty: 5879.062500
	Iteration 19Q: 3 clusters Score -1.915749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19157490.000000 Penalty: 5879.062500
	Iteration 20F: 3 clusters Score -1.915749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19157490.000000 Penalty: 5879.062500
	Iteration 21Q: 3 clusters Score -1.915749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19157490.000000 Penalty: 5879.062500
	Iteration 22F: 3 clusters Score -1.915749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116608.109375 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114771.937500 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114771.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115005.437500 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -115005.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115088.617188 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -115088.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115134.000000 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -115134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115154.070312 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115169.882812 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115175.117188 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115175.117188 Penalty: 3366.771240
	Iteration 7F: 3 clusters Score -115175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Entering Unmasked Estep 
Score: -4186470.750000 Penalty: 2565.383301
	Iteration 0F: 2 clusters Score -4186471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4165112.750000 Penalty: 5130.766602
	Iteration 0F: 3 clusters Score -4165113 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4172786.500000 Penalty: 5130.766602
	Iteration 1F: 3 clusters Score -4172786 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4173170.000000 Penalty: 5130.766602
	Iteration 2Q: 3 clusters Score -4173170 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4173510.250000 Penalty: 5130.766602
	Iteration 3Q: 3 clusters Score -4173510 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4173838.250000 Penalty: 5130.766602
	Iteration 4Q: 3 clusters Score -4173838 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4174204.250000 Penalty: 5130.766602
	Iteration 5Q: 3 clusters Score -4174204 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4174687.000000 Penalty: 5130.766602
	Iteration 6Q: 3 clusters Score -4174687 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4175308.500000 Penalty: 5130.766602
	Iteration 7Q: 3 clusters Score -4175308 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4176121.000000 Penalty: 5130.766602
	Iteration 8F: 3 clusters Score -4176121 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4177184.500000 Penalty: 5130.766602
	Iteration 9F: 3 clusters Score -4177184 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4178422.500000 Penalty: 5130.766602
	Iteration 10F: 3 clusters Score -4178422 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4179667.000000 Penalty: 5130.766602
	Iteration 11F: 3 clusters Score -4179667 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4180716.500000 Penalty: 5130.766602
	Iteration 12Q: 3 clusters Score -4180716 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4181599.500000 Penalty: 5130.766602
	Iteration 13Q: 3 clusters Score -4181600 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4182420.000000 Penalty: 5130.766602
	Iteration 14Q: 3 clusters Score -4182420 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4183068.750000 Penalty: 5130.766602
	Iteration 15Q: 3 clusters Score -4183069 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4183546.500000 Penalty: 5130.766602
	Iteration 16Q: 3 clusters Score -4183546 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4183820.500000 Penalty: 5130.766602
	Iteration 17Q: 3 clusters Score -4183820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4184008.750000 Penalty: 5130.766602
	Iteration 18Q: 3 clusters Score -4184009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4184092.250000 Penalty: 5130.766602
	Iteration 19Q: 3 clusters Score -4184092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4184151.500000 Penalty: 5130.766602
	Iteration 20F: 3 clusters Score -4184152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4184184.750000 Penalty: 5130.766602
	Iteration 21Q: 3 clusters Score -4184185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4184210.750000 Penalty: 5130.766602
	Iteration 22Q: 3 clusters Score -4184211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4184233.250000 Penalty: 5130.766602
	Iteration 23Q: 3 clusters Score -4184233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4184248.750000 Penalty: 5130.766602
	Iteration 24Q: 3 clusters Score -4184249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4184258.750000 Penalty: 5130.766602
	Iteration 25Q: 3 clusters Score -4184259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4184269.250000 Penalty: 5130.766602
	Iteration 26Q: 3 clusters Score -4184269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4184280.750000 Penalty: 5130.766602
	Iteration 27Q: 3 clusters Score -4184281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4184285.750000 Penalty: 5130.766602
	Iteration 28Q: 3 clusters Score -4184286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4184286.000000 Penalty: 5130.766602
	Iteration 29Q: 3 clusters Score -4184286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4184286.250000 Penalty: 5130.766602
	Iteration 30Q: 3 clusters Score -4184286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4184285.500000 Penalty: 5130.766602
	Iteration 31Q: 3 clusters Score -4184286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4184285.500000 Penalty: 5130.766602
	Iteration 32F: 3 clusters Score -4184286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1343377.000000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1343377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1335470.000000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1335470 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1337942.375000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1337942 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1338407.000000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1338407 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1338824.750000 Penalty: 4594.649902
	Iteration 3F: 3 clusters Score -1338825 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1339270.875000 Penalty: 4594.649902
	Iteration 4F: 3 clusters Score -1339271 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1339675.750000 Penalty: 4594.649902
	Iteration 5F: 3 clusters Score -1339676 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1340107.125000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1340107 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1340605.375000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1340605 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1341058.250000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1341058 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1341432.250000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1341432 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1341676.625000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1341677 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1341815.625000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1341816 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1341906.875000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1341907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1341958.125000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1341958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1342008.250000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1342008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1342032.750000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1342033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1342055.000000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1342055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1342066.625000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1342067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1342072.125000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1342072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1342083.625000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1342084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1342090.625000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1342091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1342100.125000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1342100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1342105.500000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1342106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1342105.375000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1342105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1342116.375000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1342116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1342119.125000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1342119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1342126.500000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1342126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1342128.250000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1342128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1342129.750000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1342130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1342130.750000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1342131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1342133.000000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1342133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1342133.625000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1342134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1342136.875000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1342137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1342139.250000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1342139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1342140.750000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1342141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1342142.250000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1342142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1342140.125000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1342140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1342140.875000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1342141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1342142.750000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1342143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1342142.875000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1342143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1342144.875000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1342145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1342143.000000 Penalty: 4594.649902
	Iteration 41Q: 3 clusters Score -1342143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1342144.500000 Penalty: 4594.649902
	Iteration 42Q: 3 clusters Score -1342144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1342143.125000 Penalty: 4594.649902
	Iteration 43Q: 3 clusters Score -1342143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1342147.250000 Penalty: 4594.649902
	Iteration 44Q: 3 clusters Score -1342147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1342145.000000 Penalty: 4594.649902
	Iteration 45Q: 3 clusters Score -1342145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1342148.250000 Penalty: 4594.649902
	Iteration 46Q: 3 clusters Score -1342148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1342147.375000 Penalty: 4594.649902
	Iteration 47Q: 3 clusters Score -1342147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1342148.375000 Penalty: 4594.649902
	Iteration 48Q: 3 clusters Score -1342148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1342150.000000 Penalty: 4594.649902
	Iteration 49Q: 3 clusters Score -1342150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1342151.250000 Penalty: 4594.649902
	Iteration 50Q: 3 clusters Score -1342151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1342149.000000 Penalty: 4594.649902
	Iteration 51Q: 3 clusters Score -1342149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1342153.125000 Penalty: 4594.649902
	Iteration 52Q: 3 clusters Score -1342153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1342151.250000 Penalty: 4594.649902
	Iteration 53Q: 3 clusters Score -1342151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1342150.750000 Penalty: 4594.649902
	Iteration 54Q: 3 clusters Score -1342151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1342152.250000 Penalty: 4594.649902
	Iteration 55Q: 3 clusters Score -1342152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1342156.250000 Penalty: 4594.649902
	Iteration 56Q: 3 clusters Score -1342156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1342154.250000 Penalty: 4594.649902
	Iteration 57Q: 3 clusters Score -1342154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1342155.125000 Penalty: 4594.649902
	Iteration 58Q: 3 clusters Score -1342155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1342154.250000 Penalty: 4594.649902
	Iteration 59Q: 3 clusters Score -1342154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1342155.125000 Penalty: 4594.649902
	Iteration 60F: 3 clusters Score -1342155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1342157.000000 Penalty: 4594.649902
	Iteration 61Q: 3 clusters Score -1342157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1342157.375000 Penalty: 4594.649902
	Iteration 62Q: 3 clusters Score -1342157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1342155.250000 Penalty: 4594.649902
	Iteration 63Q: 3 clusters Score -1342155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1342155.000000 Penalty: 4594.649902
	Iteration 64Q: 3 clusters Score -1342155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1342154.875000 Penalty: 4594.649902
	Iteration 65Q: 3 clusters Score -1342155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1342156.250000 Penalty: 4594.649902
	Iteration 66Q: 3 clusters Score -1342156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1342156.250000 Penalty: 4594.649902
	Iteration 67F: 3 clusters Score -1342156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -320984.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -320984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -318115.906250 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -318115.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318612.500000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -318612.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -318729.562500 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -318729.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -318793.468750 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -318793.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -318837.656250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -318837.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -318869.781250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -318869.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318887.281250 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -318887.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318897.906250 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -318897.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318906.625000 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -318906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318912.562500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -318912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318914.187500 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -318914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318917.718750 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -318917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318923.906250 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -318923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -318927.156250 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -318927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -318929.218750 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -318929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318931.281250 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -318931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318931.343750 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -318931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318934.343750 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -318934.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318939.750000 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -318939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318948.531250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -318948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -318954.687500 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -318954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -318961.375000 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -318961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318968.937500 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -318968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -318973.625000 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -318973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318977.093750 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -318977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -318978.843750 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -318978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -318980.718750 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -318980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -318981.562500 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -318981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -318981.312500 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -318981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -318982.000000 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -318982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -318982.000000 Penalty: 3859.030273
	Iteration 30F: 3 clusters Score -318982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (103010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Entering Unmasked Estep 
Score: -14085070.000000 Penalty: 2862.560303
	Iteration 0F: 2 clusters Score -1.408507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 5725.120605
	Iteration 0F: 3 clusters Score -1.40164e+07 nChanged 48869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -14044672.000000 Penalty: 5725.120605
	Iteration 1F: 3 clusters Score -1.404467e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -14046101.000000 Penalty: 5725.120605
	Iteration 2Q: 3 clusters Score -1.40461e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -14048267.000000 Penalty: 5725.120605
	Iteration 3Q: 3 clusters Score -1.404827e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -14051464.000000 Penalty: 5725.120605
	Iteration 4F: 3 clusters Score -1.405146e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -14056129.000000 Penalty: 5725.120605
	Iteration 5F: 3 clusters Score -1.405613e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -14062709.000000 Penalty: 5725.120605
	Iteration 6F: 3 clusters Score -1.406271e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -14069539.000000 Penalty: 5725.120605
	Iteration 7F: 3 clusters Score -1.406954e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -14074964.000000 Penalty: 5725.120605
	Iteration 8F: 3 clusters Score -1.407496e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -14078726.000000 Penalty: 5725.120605
	Iteration 9Q: 3 clusters Score -1.407873e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -14080746.000000 Penalty: 5725.120605
	Iteration 10Q: 3 clusters Score -1.408075e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -14081790.000000 Penalty: 5725.120605
	Iteration 11Q: 3 clusters Score -1.408179e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -14082436.000000 Penalty: 5725.120605
	Iteration 12Q: 3 clusters Score -1.408244e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -14082875.000000 Penalty: 5725.120605
	Iteration 13Q: 3 clusters Score -1.408288e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -14083113.000000 Penalty: 5725.120605
	Iteration 14Q: 3 clusters Score -1.408311e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -14083346.000000 Penalty: 5725.120605
	Iteration 15Q: 3 clusters Score -1.408335e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -14083500.000000 Penalty: 5725.120605
	Iteration 16Q: 3 clusters Score -1.40835e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -14083632.000000 Penalty: 5725.120605
	Iteration 17Q: 3 clusters Score -1.408363e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -14083709.000000 Penalty: 5725.120605
	Iteration 18Q: 3 clusters Score -1.408371e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -14083797.000000 Penalty: 5725.120605
	Iteration 19Q: 3 clusters Score -1.40838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -14083848.000000 Penalty: 5725.120605
	Iteration 20F: 3 clusters Score -1.408385e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -14083896.000000 Penalty: 5725.120605
	Iteration 21Q: 3 clusters Score -1.40839e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -14083936.000000 Penalty: 5725.120605
	Iteration 22Q: 3 clusters Score -1.408394e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -14084003.000000 Penalty: 5725.120605
	Iteration 23Q: 3 clusters Score -1.4084e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -14084080.000000 Penalty: 5725.120605
	Iteration 24Q: 3 clusters Score -1.408408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -14084112.000000 Penalty: 5725.120605
	Iteration 25Q: 3 clusters Score -1.408411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -14084144.000000 Penalty: 5725.120605
	Iteration 26Q: 3 clusters Score -1.408414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -14084150.000000 Penalty: 5725.120605
	Iteration 27Q: 3 clusters Score -1.408415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -14084169.000000 Penalty: 5725.120605
	Iteration 28Q: 3 clusters Score -1.408417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -14084186.000000 Penalty: 5725.120605
	Iteration 29Q: 3 clusters Score -1.408419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -14084177.000000 Penalty: 5725.120605
	Iteration 30Q: 3 clusters Score -1.408418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -14084167.000000 Penalty: 5725.120605
	Iteration 31Q: 3 clusters Score -1.408417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -14084168.000000 Penalty: 5725.120605
	Iteration 32Q: 3 clusters Score -1.408417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -14084165.000000 Penalty: 5725.120605
	Iteration 33Q: 3 clusters Score -1.408416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -14084163.000000 Penalty: 5725.120605
	Iteration 34Q: 3 clusters Score -1.408416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -14084157.000000 Penalty: 5725.120605
	Iteration 35Q: 3 clusters Score -1.408416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -14084168.000000 Penalty: 5725.120605
	Iteration 36Q: 3 clusters Score -1.408417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -14084162.000000 Penalty: 5725.120605
	Iteration 37Q: 3 clusters Score -1.408416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -14084153.000000 Penalty: 5725.120605
	Iteration 38Q: 3 clusters Score -1.408415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -14084158.000000 Penalty: 5725.120605
	Iteration 39Q: 3 clusters Score -1.408416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -14084158.000000 Penalty: 5725.120605
	Iteration 40F: 3 clusters Score -1.408416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -990920.437500 Penalty: 2205.333496
	Iteration 0F: 2 clusters Score -990920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -984936.625000 Penalty: 4410.666992
	Iteration 0F: 3 clusters Score -984936.6 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -986433.812500 Penalty: 4410.666992
	Iteration 1F: 3 clusters Score -986433.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -986695.937500 Penalty: 4410.666992
	Iteration 2F: 3 clusters Score -986695.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -986856.937500 Penalty: 4410.666992
	Iteration 3Q: 3 clusters Score -986856.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -986985.625000 Penalty: 4410.666992
	Iteration 4Q: 3 clusters Score -986985.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -987088.750000 Penalty: 4410.666992
	Iteration 5Q: 3 clusters Score -987088.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -987177.500000 Penalty: 4410.666992
	Iteration 6Q: 3 clusters Score -987177.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -987254.375000 Penalty: 4410.666992
	Iteration 7Q: 3 clusters Score -987254.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -987317.062500 Penalty: 4410.666992
	Iteration 8Q: 3 clusters Score -987317.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -987375.875000 Penalty: 4410.666992
	Iteration 9Q: 3 clusters Score -987375.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -987440.750000 Penalty: 4410.666992
	Iteration 10Q: 3 clusters Score -987440.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -987504.187500 Penalty: 4410.666992
	Iteration 11Q: 3 clusters Score -987504.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -987575.375000 Penalty: 4410.666992
	Iteration 12Q: 3 clusters Score -987575.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -987658.937500 Penalty: 4410.666992
	Iteration 13Q: 3 clusters Score -987658.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -987735.500000 Penalty: 4410.666992
	Iteration 14Q: 3 clusters Score -987735.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -987797.812500 Penalty: 4410.666992
	Iteration 15Q: 3 clusters Score -987797.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -987886.625000 Penalty: 4410.666992
	Iteration 16Q: 3 clusters Score -987886.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -987989.500000 Penalty: 4410.666992
	Iteration 17Q: 3 clusters Score -987989.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -988099.750000 Penalty: 4410.666992
	Iteration 18Q: 3 clusters Score -988099.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -988205.937500 Penalty: 4410.666992
	Iteration 19Q: 3 clusters Score -988205.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -988328.125000 Penalty: 4410.666992
	Iteration 20F: 3 clusters Score -988328.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -988446.437500 Penalty: 4410.666992
	Iteration 21Q: 3 clusters Score -988446.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -988543.625000 Penalty: 4410.666992
	Iteration 22Q: 3 clusters Score -988543.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -988609.687500 Penalty: 4410.666992
	Iteration 23Q: 3 clusters Score -988609.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -988649.687500 Penalty: 4410.666992
	Iteration 24Q: 3 clusters Score -988649.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -988699.187500 Penalty: 4410.666992
	Iteration 25Q: 3 clusters Score -988699.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -988746.562500 Penalty: 4410.666992
	Iteration 26Q: 3 clusters Score -988746.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -988793.125000 Penalty: 4410.666992
	Iteration 27Q: 3 clusters Score -988793.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -988829.750000 Penalty: 4410.666992
	Iteration 28Q: 3 clusters Score -988829.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -988858.187500 Penalty: 4410.666992
	Iteration 29Q: 3 clusters Score -988858.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -988881.812500 Penalty: 4410.666992
	Iteration 30Q: 3 clusters Score -988881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -988892.250000 Penalty: 4410.666992
	Iteration 31Q: 3 clusters Score -988892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -988900.000000 Penalty: 4410.666992
	Iteration 32Q: 3 clusters Score -988900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -988903.500000 Penalty: 4410.666992
	Iteration 33Q: 3 clusters Score -988903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -988915.562500 Penalty: 4410.666992
	Iteration 34Q: 3 clusters Score -988915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -988924.750000 Penalty: 4410.666992
	Iteration 35Q: 3 clusters Score -988924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -988930.625000 Penalty: 4410.666992
	Iteration 36Q: 3 clusters Score -988930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -988940.375000 Penalty: 4410.666992
	Iteration 37Q: 3 clusters Score -988940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -988954.000000 Penalty: 4410.666992
	Iteration 38Q: 3 clusters Score -988954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -988961.000000 Penalty: 4410.666992
	Iteration 39Q: 3 clusters Score -988961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -988966.937500 Penalty: 4410.666992
	Iteration 40F: 3 clusters Score -988966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -988966.687500 Penalty: 4410.666992
	Iteration 41Q: 3 clusters Score -988966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -988967.125000 Penalty: 4410.666992
	Iteration 42Q: 3 clusters Score -988967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -988969.187500 Penalty: 4410.666992
	Iteration 43Q: 3 clusters Score -988969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -988969.187500 Penalty: 4410.666992
	Iteration 44F: 3 clusters Score -988969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -588038.250000 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -588038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -583856.875000 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -583856.9 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -584872.000000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -584872 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -585101.125000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -585101.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -585233.312500 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -585233.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -585322.500000 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -585322.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -585394.562500 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -585394.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -585461.000000 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -585461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -585528.625000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -585528.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -585591.687500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -585591.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -585652.500000 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -585652.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -585714.375000 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -585714.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -585776.000000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -585776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -585847.250000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -585847.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -585913.437500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -585913.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -585977.125000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -585977.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -586034.437500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -586034.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -586081.875000 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -586081.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -586122.500000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -586122.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -586144.250000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -586144.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -586162.875000 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -586162.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -586174.437500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -586174.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -586185.687500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -586185.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -586196.125000 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -586196.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -586204.875000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -586204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -586214.625000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -586214.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -586220.375000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -586220.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -586224.562500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -586224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -586228.250000 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -586228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -586231.187500 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -586231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -586233.187500 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -586233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -586237.375000 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -586237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -586239.375000 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -586239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -586239.875000 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -586239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -586241.500000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -586241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -586242.625000 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -586242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -586242.625000 Penalty: 4167.395508
	Iteration 35F: 3 clusters Score -586242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Entering Unmasked Estep 
Score: -902021.812500 Penalty: 2198.071533
	Iteration 0F: 2 clusters Score -902021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -896154.187500 Penalty: 4396.143066
	Iteration 0F: 3 clusters Score -896154.2 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -897773.062500 Penalty: 4396.143066
	Iteration 1F: 3 clusters Score -897773.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -898082.750000 Penalty: 4396.143066
	Iteration 2F: 3 clusters Score -898082.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -898320.000000 Penalty: 4396.143066
	Iteration 3F: 3 clusters Score -898320 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -898523.500000 Penalty: 4396.143066
	Iteration 4Q: 3 clusters Score -898523.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -898689.625000 Penalty: 4396.143066
	Iteration 5Q: 3 clusters Score -898689.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -898825.875000 Penalty: 4396.143066
	Iteration 6Q: 3 clusters Score -898825.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -898925.062500 Penalty: 4396.143066
	Iteration 7Q: 3 clusters Score -898925.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -899006.937500 Penalty: 4396.143066
	Iteration 8Q: 3 clusters Score -899006.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -899072.750000 Penalty: 4396.143066
	Iteration 9Q: 3 clusters Score -899072.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -899125.062500 Penalty: 4396.143066
	Iteration 10Q: 3 clusters Score -899125.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -899165.000000 Penalty: 4396.143066
	Iteration 11Q: 3 clusters Score -899165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -899203.125000 Penalty: 4396.143066
	Iteration 12Q: 3 clusters Score -899203.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -899231.687500 Penalty: 4396.143066
	Iteration 13Q: 3 clusters Score -899231.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -899259.375000 Penalty: 4396.143066
	Iteration 14Q: 3 clusters Score -899259.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -899286.437500 Penalty: 4396.143066
	Iteration 15Q: 3 clusters Score -899286.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -899315.312500 Penalty: 4396.143066
	Iteration 16Q: 3 clusters Score -899315.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -899336.375000 Penalty: 4396.143066
	Iteration 17Q: 3 clusters Score -899336.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -899358.250000 Penalty: 4396.143066
	Iteration 18Q: 3 clusters Score -899358.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -899384.312500 Penalty: 4396.143066
	Iteration 19Q: 3 clusters Score -899384.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -899411.125000 Penalty: 4396.143066
	Iteration 20F: 3 clusters Score -899411.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -899436.562500 Penalty: 4396.143066
	Iteration 21Q: 3 clusters Score -899436.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -899454.750000 Penalty: 4396.143066
	Iteration 22Q: 3 clusters Score -899454.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -899470.562500 Penalty: 4396.143066
	Iteration 23Q: 3 clusters Score -899470.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -899483.937500 Penalty: 4396.143066
	Iteration 24Q: 3 clusters Score -899483.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -899494.375000 Penalty: 4396.143066
	Iteration 25Q: 3 clusters Score -899494.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -899508.625000 Penalty: 4396.143066
	Iteration 26Q: 3 clusters Score -899508.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -899525.312500 Penalty: 4396.143066
	Iteration 27Q: 3 clusters Score -899525.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -899545.437500 Penalty: 4396.143066
	Iteration 28Q: 3 clusters Score -899545.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -899562.125000 Penalty: 4396.143066
	Iteration 29Q: 3 clusters Score -899562.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -899578.000000 Penalty: 4396.143066
	Iteration 30Q: 3 clusters Score -899578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -899601.437500 Penalty: 4396.143066
	Iteration 31Q: 3 clusters Score -899601.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -899615.500000 Penalty: 4396.143066
	Iteration 32Q: 3 clusters Score -899615.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -899631.187500 Penalty: 4396.143066
	Iteration 33Q: 3 clusters Score -899631.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -899639.500000 Penalty: 4396.143066
	Iteration 34Q: 3 clusters Score -899639.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -899652.875000 Penalty: 4396.143066
	Iteration 35Q: 3 clusters Score -899652.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -899661.812500 Penalty: 4396.143066
	Iteration 36Q: 3 clusters Score -899661.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -899675.437500 Penalty: 4396.143066
	Iteration 37Q: 3 clusters Score -899675.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -899701.062500 Penalty: 4396.143066
	Iteration 38Q: 3 clusters Score -899701.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -899724.250000 Penalty: 4396.143066
	Iteration 39Q: 3 clusters Score -899724.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -899742.312500 Penalty: 4396.143066
	Iteration 40F: 3 clusters Score -899742.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -899753.062500 Penalty: 4396.143066
	Iteration 41Q: 3 clusters Score -899753.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -899763.062500 Penalty: 4396.143066
	Iteration 42Q: 3 clusters Score -899763.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -899773.687500 Penalty: 4396.143066
	Iteration 43Q: 3 clusters Score -899773.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -899781.500000 Penalty: 4396.143066
	Iteration 44Q: 3 clusters Score -899781.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -899789.625000 Penalty: 4396.143066
	Iteration 45Q: 3 clusters Score -899789.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -899802.437500 Penalty: 4396.143066
	Iteration 46Q: 3 clusters Score -899802.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -899807.812500 Penalty: 4396.143066
	Iteration 47Q: 3 clusters Score -899807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -899811.000000 Penalty: 4396.143066
	Iteration 48Q: 3 clusters Score -899811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -899815.875000 Penalty: 4396.143066
	Iteration 49Q: 3 clusters Score -899815.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -899822.125000 Penalty: 4396.143066
	Iteration 50Q: 3 clusters Score -899822.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -899827.500000 Penalty: 4396.143066
	Iteration 51Q: 3 clusters Score -899827.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -899831.000000 Penalty: 4396.143066
	Iteration 52Q: 3 clusters Score -899831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -899836.062500 Penalty: 4396.143066
	Iteration 53Q: 3 clusters Score -899836.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -899840.687500 Penalty: 4396.143066
	Iteration 54Q: 3 clusters Score -899840.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -899841.312500 Penalty: 4396.143066
	Iteration 55Q: 3 clusters Score -899841.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -899844.187500 Penalty: 4396.143066
	Iteration 56Q: 3 clusters Score -899844.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -899847.937500 Penalty: 4396.143066
	Iteration 57Q: 3 clusters Score -899847.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -899854.000000 Penalty: 4396.143066
	Iteration 58Q: 3 clusters Score -899854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -899856.812500 Penalty: 4396.143066
	Iteration 59Q: 3 clusters Score -899856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -899861.375000 Penalty: 4396.143066
	Iteration 60F: 3 clusters Score -899861.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -899869.062500 Penalty: 4396.143066
	Iteration 61Q: 3 clusters Score -899869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -899869.937500 Penalty: 4396.143066
	Iteration 62Q: 3 clusters Score -899869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -899874.937500 Penalty: 4396.143066
	Iteration 63Q: 3 clusters Score -899874.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -899875.375000 Penalty: 4396.143066
	Iteration 64Q: 3 clusters Score -899875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -899880.625000 Penalty: 4396.143066
	Iteration 65Q: 3 clusters Score -899880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -899882.187500 Penalty: 4396.143066
	Iteration 66Q: 3 clusters Score -899882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -899884.375000 Penalty: 4396.143066
	Iteration 67Q: 3 clusters Score -899884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -899886.812500 Penalty: 4396.143066
	Iteration 68Q: 3 clusters Score -899886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -899889.562500 Penalty: 4396.143066
	Iteration 69Q: 3 clusters Score -899889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -899891.187500 Penalty: 4396.143066
	Iteration 70Q: 3 clusters Score -899891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -899895.062500 Penalty: 4396.143066
	Iteration 71Q: 3 clusters Score -899895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -899894.250000 Penalty: 4396.143066
	Iteration 72Q: 3 clusters Score -899894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -899894.437500 Penalty: 4396.143066
	Iteration 73Q: 3 clusters Score -899894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -899896.875000 Penalty: 4396.143066
	Iteration 74Q: 3 clusters Score -899896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -899899.187500 Penalty: 4396.143066
	Iteration 75Q: 3 clusters Score -899899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -899898.562500 Penalty: 4396.143066
	Iteration 76Q: 3 clusters Score -899898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -899898.750000 Penalty: 4396.143066
	Iteration 77Q: 3 clusters Score -899898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -899899.500000 Penalty: 4396.143066
	Iteration 78Q: 3 clusters Score -899899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -899900.000000 Penalty: 4396.143066
	Iteration 79Q: 3 clusters Score -899900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -899900.812500 Penalty: 4396.143066
	Iteration 80F: 3 clusters Score -899900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -899900.812500 Penalty: 4396.143066
	Iteration 81Q: 3 clusters Score -899900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -899900.812500 Penalty: 4396.143066
	Iteration 82F: 3 clusters Score -899900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Entering Unmasked Estep 
Score: -12942655.000000 Penalty: 2841.912354
	Iteration 0F: 2 clusters Score -1.294266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -12879111.000000 Penalty: 5683.824707
	Iteration 0F: 3 clusters Score -1.287911e+07 nChanged 44861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -12904691.000000 Penalty: 5683.824707
	Iteration 1F: 3 clusters Score -1.290469e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -12905759.000000 Penalty: 5683.824707
	Iteration 2Q: 3 clusters Score -1.290576e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -12907122.000000 Penalty: 5683.824707
	Iteration 3Q: 3 clusters Score -1.290712e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -12909582.000000 Penalty: 5683.824707
	Iteration 4F: 3 clusters Score -1.290958e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -12913320.000000 Penalty: 5683.824707
	Iteration 5F: 3 clusters Score -1.291332e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -12918931.000000 Penalty: 5683.824707
	Iteration 6F: 3 clusters Score -1.291893e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -12925317.000000 Penalty: 5683.824707
	Iteration 7F: 3 clusters Score -1.292532e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -12930749.000000 Penalty: 5683.824707
	Iteration 8F: 3 clusters Score -1.293075e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -12934451.000000 Penalty: 5683.824707
	Iteration 9Q: 3 clusters Score -1.293445e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -12936840.000000 Penalty: 5683.824707
	Iteration 10Q: 3 clusters Score -1.293684e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12938169.000000 Penalty: 5683.824707
	Iteration 11Q: 3 clusters Score -1.293817e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12939000.000000 Penalty: 5683.824707
	Iteration 12Q: 3 clusters Score -1.2939e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12939519.000000 Penalty: 5683.824707
	Iteration 13Q: 3 clusters Score -1.293952e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12939758.000000 Penalty: 5683.824707
	Iteration 14Q: 3 clusters Score -1.293976e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12939883.000000 Penalty: 5683.824707
	Iteration 15Q: 3 clusters Score -1.293988e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12939965.000000 Penalty: 5683.824707
	Iteration 16Q: 3 clusters Score -1.293996e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12940034.000000 Penalty: 5683.824707
	Iteration 17Q: 3 clusters Score -1.294003e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12940094.000000 Penalty: 5683.824707
	Iteration 18Q: 3 clusters Score -1.294009e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12940120.000000 Penalty: 5683.824707
	Iteration 19Q: 3 clusters Score -1.294012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12940152.000000 Penalty: 5683.824707
	Iteration 20F: 3 clusters Score -1.294015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12940174.000000 Penalty: 5683.824707
	Iteration 21Q: 3 clusters Score -1.294017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12940206.000000 Penalty: 5683.824707
	Iteration 22Q: 3 clusters Score -1.294021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12940212.000000 Penalty: 5683.824707
	Iteration 23Q: 3 clusters Score -1.294021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12940235.000000 Penalty: 5683.824707
	Iteration 24Q: 3 clusters Score -1.294024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12940246.000000 Penalty: 5683.824707
	Iteration 25Q: 3 clusters Score -1.294025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12940256.000000 Penalty: 5683.824707
	Iteration 26Q: 3 clusters Score -1.294026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12940251.000000 Penalty: 5683.824707
	Iteration 27Q: 3 clusters Score -1.294025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12940256.000000 Penalty: 5683.824707
	Iteration 28Q: 3 clusters Score -1.294026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12940253.000000 Penalty: 5683.824707
	Iteration 29Q: 3 clusters Score -1.294025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12940255.000000 Penalty: 5683.824707
	Iteration 30Q: 3 clusters Score -1.294026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12940255.000000 Penalty: 5683.824707
	Iteration 31Q: 3 clusters Score -1.294026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12940254.000000 Penalty: 5683.824707
	Iteration 32Q: 3 clusters Score -1.294025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12940261.000000 Penalty: 5683.824707
	Iteration 33Q: 3 clusters Score -1.294026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12940260.000000 Penalty: 5683.824707
	Iteration 34Q: 3 clusters Score -1.294026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12940264.000000 Penalty: 5683.824707
	Iteration 35Q: 3 clusters Score -1.294026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12940270.000000 Penalty: 5683.824707
	Iteration 36Q: 3 clusters Score -1.294027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12940271.000000 Penalty: 5683.824707
	Iteration 37Q: 3 clusters Score -1.294027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12940271.000000 Penalty: 5683.824707
	Iteration 38F: 3 clusters Score -1.294027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Entering Unmasked Estep 
Score: -12017449.000000 Penalty: 2824.543457
	Iteration 0F: 2 clusters Score -1.201745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -11958271.000000 Penalty: 5649.086914
	Iteration 0F: 3 clusters Score -1.195827e+07 nChanged 41750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -11981777.000000 Penalty: 5649.086914
	Iteration 1F: 3 clusters Score -1.198178e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -11982564.000000 Penalty: 5649.086914
	Iteration 2Q: 3 clusters Score -1.198256e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -11983468.000000 Penalty: 5649.086914
	Iteration 3Q: 3 clusters Score -1.198347e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -11984974.000000 Penalty: 5649.086914
	Iteration 4Q: 3 clusters Score -1.198497e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -11987682.000000 Penalty: 5649.086914
	Iteration 5F: 3 clusters Score -1.198768e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -11992288.000000 Penalty: 5649.086914
	Iteration 6F: 3 clusters Score -1.199229e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -11999048.000000 Penalty: 5649.086914
	Iteration 7F: 3 clusters Score -1.199905e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -12006337.000000 Penalty: 5649.086914
	Iteration 8F: 3 clusters Score -1.200634e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -12011585.000000 Penalty: 5649.086914
	Iteration 9F: 3 clusters Score -1.201158e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12013864.000000 Penalty: 5649.086914
	Iteration 10Q: 3 clusters Score -1.201386e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12014526.000000 Penalty: 5649.086914
	Iteration 11Q: 3 clusters Score -1.201453e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12014741.000000 Penalty: 5649.086914
	Iteration 12Q: 3 clusters Score -1.201474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12014836.000000 Penalty: 5649.086914
	Iteration 13Q: 3 clusters Score -1.201484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12014893.000000 Penalty: 5649.086914
	Iteration 14Q: 3 clusters Score -1.201489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12014893.000000 Penalty: 5649.086914
	Iteration 15Q: 3 clusters Score -1.201489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12014909.000000 Penalty: 5649.086914
	Iteration 16Q: 3 clusters Score -1.201491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12014917.000000 Penalty: 5649.086914
	Iteration 17Q: 3 clusters Score -1.201492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12014922.000000 Penalty: 5649.086914
	Iteration 18Q: 3 clusters Score -1.201492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12014926.000000 Penalty: 5649.086914
	Iteration 19Q: 3 clusters Score -1.201493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12014930.000000 Penalty: 5649.086914
	Iteration 20F: 3 clusters Score -1.201493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12014939.000000 Penalty: 5649.086914
	Iteration 21Q: 3 clusters Score -1.201494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12014943.000000 Penalty: 5649.086914
	Iteration 22Q: 3 clusters Score -1.201494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12014949.000000 Penalty: 5649.086914
	Iteration 23Q: 3 clusters Score -1.201495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12014938.000000 Penalty: 5649.086914
	Iteration 24Q: 3 clusters Score -1.201494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12014946.000000 Penalty: 5649.086914
	Iteration 25Q: 3 clusters Score -1.201495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12014946.000000 Penalty: 5649.086914
	Iteration 26F: 3 clusters Score -1.201495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -43650.203125 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -43650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42420.652344 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -42420.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42619.164062 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -42619.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42679.343750 Penalty: 2955.378662
	Iteration 2Q: 3 clusters Score -42679.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42685.945312 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -42685.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42685.945312 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -42685.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -880070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -874543.125000 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -874543.1 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -876027.687500 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -876027.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -876324.750000 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -876324.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -876499.000000 Penalty: 4360.351074
	Iteration 3Q: 3 clusters Score -876499 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -876640.312500 Penalty: 4360.351074
	Iteration 4Q: 3 clusters Score -876640.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -876778.000000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -876778 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -876901.687500 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -876901.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -876990.812500 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -876990.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -877087.062500 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -877087.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -877180.937500 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -877180.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -877258.812500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -877258.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -877335.812500 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -877335.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -877437.062500 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -877437.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -877549.125000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -877549.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -877658.062500 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -877658.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -877761.250000 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -877761.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -877868.062500 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -877868.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -877979.625000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -877979.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -878090.687500 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -878090.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -878222.500000 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -878222.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -878301.187500 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -878301.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -878364.750000 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -878364.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -878410.687500 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -878410.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -878442.187500 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -878442.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -878459.875000 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -878459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -878468.437500 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -878468.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -878476.437500 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -878476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -878490.000000 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -878490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -878499.625000 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -878499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -878510.687500 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -878510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -878516.500000 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -878516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -878519.500000 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -878519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -878521.812500 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -878521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -878521.312500 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -878521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -878521.312500 Penalty: 4360.351074
	Iteration 34F: 3 clusters Score -878521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -831368.125000 Penalty: 2164.810303
	Iteration 0F: 2 clusters Score -831368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -826116.937500 Penalty: 4329.620605
	Iteration 0F: 3 clusters Score -826116.9 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -827403.562500 Penalty: 4329.620605
	Iteration 1F: 3 clusters Score -827403.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -827648.062500 Penalty: 4329.620605
	Iteration 2F: 3 clusters Score -827648.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -827814.250000 Penalty: 4329.620605
	Iteration 3F: 3 clusters Score -827814.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -827959.500000 Penalty: 4329.620605
	Iteration 4Q: 3 clusters Score -827959.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -828094.187500 Penalty: 4329.620605
	Iteration 5Q: 3 clusters Score -828094.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -828216.562500 Penalty: 4329.620605
	Iteration 6Q: 3 clusters Score -828216.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -828327.687500 Penalty: 4329.620605
	Iteration 7Q: 3 clusters Score -828327.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -828431.750000 Penalty: 4329.620605
	Iteration 8Q: 3 clusters Score -828431.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -828548.562500 Penalty: 4329.620605
	Iteration 9Q: 3 clusters Score -828548.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -828646.375000 Penalty: 4329.620605
	Iteration 10Q: 3 clusters Score -828646.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -828740.562500 Penalty: 4329.620605
	Iteration 11Q: 3 clusters Score -828740.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -828856.000000 Penalty: 4329.620605
	Iteration 12Q: 3 clusters Score -828856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -828967.750000 Penalty: 4329.620605
	Iteration 13Q: 3 clusters Score -828967.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -829066.750000 Penalty: 4329.620605
	Iteration 14Q: 3 clusters Score -829066.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -829141.125000 Penalty: 4329.620605
	Iteration 15Q: 3 clusters Score -829141.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -829198.812500 Penalty: 4329.620605
	Iteration 16Q: 3 clusters Score -829198.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -829244.875000 Penalty: 4329.620605
	Iteration 17Q: 3 clusters Score -829244.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -829280.625000 Penalty: 4329.620605
	Iteration 18Q: 3 clusters Score -829280.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -829313.437500 Penalty: 4329.620605
	Iteration 19Q: 3 clusters Score -829313.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -829341.375000 Penalty: 4329.620605
	Iteration 20F: 3 clusters Score -829341.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -829365.250000 Penalty: 4329.620605
	Iteration 21Q: 3 clusters Score -829365.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -829382.937500 Penalty: 4329.620605
	Iteration 22Q: 3 clusters Score -829382.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -829400.062500 Penalty: 4329.620605
	Iteration 23Q: 3 clusters Score -829400.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -829415.937500 Penalty: 4329.620605
	Iteration 24Q: 3 clusters Score -829415.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -829438.375000 Penalty: 4329.620605
	Iteration 25Q: 3 clusters Score -829438.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -829472.437500 Penalty: 4329.620605
	Iteration 26Q: 3 clusters Score -829472.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -829496.437500 Penalty: 4329.620605
	Iteration 27Q: 3 clusters Score -829496.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -829519.250000 Penalty: 4329.620605
	Iteration 28Q: 3 clusters Score -829519.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -829545.000000 Penalty: 4329.620605
	Iteration 29Q: 3 clusters Score -829545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -829574.125000 Penalty: 4329.620605
	Iteration 30Q: 3 clusters Score -829574.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -829605.062500 Penalty: 4329.620605
	Iteration 31Q: 3 clusters Score -829605.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -829633.875000 Penalty: 4329.620605
	Iteration 32Q: 3 clusters Score -829633.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -829665.812500 Penalty: 4329.620605
	Iteration 33Q: 3 clusters Score -829665.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -829695.812500 Penalty: 4329.620605
	Iteration 34Q: 3 clusters Score -829695.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -829725.375000 Penalty: 4329.620605
	Iteration 35Q: 3 clusters Score -829725.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -829746.312500 Penalty: 4329.620605
	Iteration 36Q: 3 clusters Score -829746.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -829764.500000 Penalty: 4329.620605
	Iteration 37Q: 3 clusters Score -829764.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -829780.187500 Penalty: 4329.620605
	Iteration 38Q: 3 clusters Score -829780.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -829794.812500 Penalty: 4329.620605
	Iteration 39Q: 3 clusters Score -829794.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -829809.062500 Penalty: 4329.620605
	Iteration 40F: 3 clusters Score -829809.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -829816.000000 Penalty: 4329.620605
	Iteration 41Q: 3 clusters Score -829816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -829823.250000 Penalty: 4329.620605
	Iteration 42Q: 3 clusters Score -829823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -829830.000000 Penalty: 4329.620605
	Iteration 43Q: 3 clusters Score -829830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -829833.375000 Penalty: 4329.620605
	Iteration 44Q: 3 clusters Score -829833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -829837.062500 Penalty: 4329.620605
	Iteration 45Q: 3 clusters Score -829837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -829841.250000 Penalty: 4329.620605
	Iteration 46Q: 3 clusters Score -829841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -829843.000000 Penalty: 4329.620605
	Iteration 47Q: 3 clusters Score -829843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -829843.125000 Penalty: 4329.620605
	Iteration 48Q: 3 clusters Score -829843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -829847.312500 Penalty: 4329.620605
	Iteration 49Q: 3 clusters Score -829847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -829851.312500 Penalty: 4329.620605
	Iteration 50Q: 3 clusters Score -829851.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -829856.812500 Penalty: 4329.620605
	Iteration 51Q: 3 clusters Score -829856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -829859.437500 Penalty: 4329.620605
	Iteration 52Q: 3 clusters Score -829859.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -829865.812500 Penalty: 4329.620605
	Iteration 53Q: 3 clusters Score -829865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -829869.750000 Penalty: 4329.620605
	Iteration 54Q: 3 clusters Score -829869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -829874.562500 Penalty: 4329.620605
	Iteration 55Q: 3 clusters Score -829874.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -829879.500000 Penalty: 4329.620605
	Iteration 56Q: 3 clusters Score -829879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -829882.500000 Penalty: 4329.620605
	Iteration 57Q: 3 clusters Score -829882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -829891.562500 Penalty: 4329.620605
	Iteration 58Q: 3 clusters Score -829891.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -829899.000000 Penalty: 4329.620605
	Iteration 59Q: 3 clusters Score -829899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -829907.937500 Penalty: 4329.620605
	Iteration 60F: 3 clusters Score -829907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -829913.250000 Penalty: 4329.620605
	Iteration 61Q: 3 clusters Score -829913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -829921.375000 Penalty: 4329.620605
	Iteration 62Q: 3 clusters Score -829921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -829922.500000 Penalty: 4329.620605
	Iteration 63Q: 3 clusters Score -829922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -829926.937500 Penalty: 4329.620605
	Iteration 64Q: 3 clusters Score -829926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -829929.500000 Penalty: 4329.620605
	Iteration 65Q: 3 clusters Score -829929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -829931.562500 Penalty: 4329.620605
	Iteration 66Q: 3 clusters Score -829931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -829932.437500 Penalty: 4329.620605
	Iteration 67Q: 3 clusters Score -829932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -829934.375000 Penalty: 4329.620605
	Iteration 68Q: 3 clusters Score -829934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -829935.125000 Penalty: 4329.620605
	Iteration 69Q: 3 clusters Score -829935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -829937.437500 Penalty: 4329.620605
	Iteration 70Q: 3 clusters Score -829937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -829943.937500 Penalty: 4329.620605
	Iteration 71Q: 3 clusters Score -829943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -829953.062500 Penalty: 4329.620605
	Iteration 72Q: 3 clusters Score -829953.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -829964.437500 Penalty: 4329.620605
	Iteration 73Q: 3 clusters Score -829964.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -829980.250000 Penalty: 4329.620605
	Iteration 74Q: 3 clusters Score -829980.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -829999.750000 Penalty: 4329.620605
	Iteration 75Q: 3 clusters Score -829999.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -830031.875000 Penalty: 4329.620605
	Iteration 76Q: 3 clusters Score -830031.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -830067.875000 Penalty: 4329.620605
	Iteration 77Q: 3 clusters Score -830067.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -830114.375000 Penalty: 4329.620605
	Iteration 78Q: 3 clusters Score -830114.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -830154.750000 Penalty: 4329.620605
	Iteration 79Q: 3 clusters Score -830154.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -830202.250000 Penalty: 4329.620605
	Iteration 80F: 3 clusters Score -830202.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -830250.875000 Penalty: 4329.620605
	Iteration 81Q: 3 clusters Score -830250.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -830292.062500 Penalty: 4329.620605
	Iteration 82Q: 3 clusters Score -830292.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -830307.500000 Penalty: 4329.620605
	Iteration 83Q: 3 clusters Score -830307.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -830314.312500 Penalty: 4329.620605
	Iteration 84Q: 3 clusters Score -830314.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -830321.187500 Penalty: 4329.620605
	Iteration 85Q: 3 clusters Score -830321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -830322.625000 Penalty: 4329.620605
	Iteration 86Q: 3 clusters Score -830322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -830323.437500 Penalty: 4329.620605
	Iteration 87Q: 3 clusters Score -830323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -830323.500000 Penalty: 4329.620605
	Iteration 88Q: 3 clusters Score -830323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -830324.437500 Penalty: 4329.620605
	Iteration 89Q: 3 clusters Score -830324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -830324.187500 Penalty: 4329.620605
	Iteration 90Q: 3 clusters Score -830324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -830324.187500 Penalty: 4329.620605
	Iteration 91F: 3 clusters Score -830324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Entering Unmasked Estep 
Score: -10145967.000000 Penalty: 2787.073486
	Iteration 0F: 2 clusters Score -1.014597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -10094899.000000 Penalty: 5574.146973
	Iteration 0F: 3 clusters Score -1.00949e+07 nChanged 35712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -10115111.000000 Penalty: 5574.146973
	Iteration 1F: 3 clusters Score -1.011511e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -10116119.000000 Penalty: 5574.146973
	Iteration 2Q: 3 clusters Score -1.011612e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -10117522.000000 Penalty: 5574.146973
	Iteration 3Q: 3 clusters Score -1.011752e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -10119980.000000 Penalty: 5574.146973
	Iteration 4F: 3 clusters Score -1.011998e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -10123881.000000 Penalty: 5574.146973
	Iteration 5F: 3 clusters Score -1.012388e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -10129389.000000 Penalty: 5574.146973
	Iteration 6F: 3 clusters Score -1.012939e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -10134905.000000 Penalty: 5574.146973
	Iteration 7F: 3 clusters Score -1.01349e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -10139009.000000 Penalty: 5574.146973
	Iteration 8F: 3 clusters Score -1.013901e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -10141475.000000 Penalty: 5574.146973
	Iteration 9Q: 3 clusters Score -1.014148e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -10142613.000000 Penalty: 5574.146973
	Iteration 10Q: 3 clusters Score -1.014261e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -10143064.000000 Penalty: 5574.146973
	Iteration 11Q: 3 clusters Score -1.014306e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -10143243.000000 Penalty: 5574.146973
	Iteration 12Q: 3 clusters Score -1.014324e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -10143345.000000 Penalty: 5574.146973
	Iteration 13Q: 3 clusters Score -1.014334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -10143396.000000 Penalty: 5574.146973
	Iteration 14Q: 3 clusters Score -1.01434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -10143420.000000 Penalty: 5574.146973
	Iteration 15Q: 3 clusters Score -1.014342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -10143459.000000 Penalty: 5574.146973
	Iteration 16Q: 3 clusters Score -1.014346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -10143485.000000 Penalty: 5574.146973
	Iteration 17Q: 3 clusters Score -1.014348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -10143500.000000 Penalty: 5574.146973
	Iteration 18Q: 3 clusters Score -1.01435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -10143510.000000 Penalty: 5574.146973
	Iteration 19Q: 3 clusters Score -1.014351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -10143506.000000 Penalty: 5574.146973
	Iteration 20F: 3 clusters Score -1.014351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -10143514.000000 Penalty: 5574.146973
	Iteration 21Q: 3 clusters Score -1.014351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -10143514.000000 Penalty: 5574.146973
	Iteration 22Q: 3 clusters Score -1.014351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -10143518.000000 Penalty: 5574.146973
	Iteration 23Q: 3 clusters Score -1.014352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -10143528.000000 Penalty: 5574.146973
	Iteration 24Q: 3 clusters Score -1.014353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -10143528.000000 Penalty: 5574.146973
	Iteration 25F: 3 clusters Score -1.014353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201659 members 
Entering Unmasked Estep 
Score: -27605024.000000 Penalty: 3029.154785
	Iteration 0F: 2 clusters Score -2.760502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -27478966.000000 Penalty: 6058.309570
	Iteration 0F: 3 clusters Score -2.747897e+07 nChanged 96933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -27535456.000000 Penalty: 6058.309570
	Iteration 1F: 3 clusters Score -2.753546e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -27536508.000000 Penalty: 6058.309570
	Iteration 2Q: 3 clusters Score -2.753651e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -27537828.000000 Penalty: 6058.309570
	Iteration 3Q: 3 clusters Score -2.753783e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -27540024.000000 Penalty: 6058.309570
	Iteration 4Q: 3 clusters Score -2.754002e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -27544420.000000 Penalty: 6058.309570
	Iteration 5Q: 3 clusters Score -2.754442e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 140010 members 
Entering Unmasked Estep 
Score: -27552532.000000 Penalty: 6058.309570
	Iteration 6F: 3 clusters Score -2.755253e+07 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 157094 members 
Entering Unmasked Estep 
Score: -27565710.000000 Penalty: 6058.309570
	Iteration 7F: 3 clusters Score -2.756571e+07 nChanged 18359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 175445 members 
Entering Unmasked Estep 
Score: -27581856.000000 Penalty: 6058.309570
	Iteration 8F: 3 clusters Score -2.758186e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -27593570.000000 Penalty: 6058.309570
	Iteration 9F: 3 clusters Score -2.759357e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 197882 members 
Entering Unmasked Estep 
Score: -27599192.000000 Penalty: 6058.309570
	Iteration 10Q: 3 clusters Score -2.759919e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 200517 members 
Entering Unmasked Estep 
Score: -27601288.000000 Penalty: 6058.309570
	Iteration 11Q: 3 clusters Score -2.760129e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 201189 members 
Entering Unmasked Estep 
Score: -27601886.000000 Penalty: 6058.309570
	Iteration 12Q: 3 clusters Score -2.760189e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -27602116.000000 Penalty: 6058.309570
	Iteration 13Q: 3 clusters Score -2.760212e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201372 members 
Entering Unmasked Estep 
Score: -27602178.000000 Penalty: 6058.309570
	Iteration 14Q: 3 clusters Score -2.760218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201391 members 
Entering Unmasked Estep 
Score: -27602206.000000 Penalty: 6058.309570
	Iteration 15Q: 3 clusters Score -2.760221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201401 members 
Entering Unmasked Estep 
Score: -27602272.000000 Penalty: 6058.309570
	Iteration 16Q: 3 clusters Score -2.760227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -27602276.000000 Penalty: 6058.309570
	Iteration 17Q: 3 clusters Score -2.760228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201405 members 
Entering Unmasked Estep 
Score: -27602314.000000 Penalty: 6058.309570
	Iteration 18Q: 3 clusters Score -2.760231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -27602310.000000 Penalty: 6058.309570
	Iteration 19Q: 3 clusters Score -2.760231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -27602306.000000 Penalty: 6058.309570
	Iteration 20F: 3 clusters Score -2.760231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
Score: -27602326.000000 Penalty: 6058.309570
	Iteration 21Q: 3 clusters Score -2.760233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 201410 members 
Entering Unmasked Estep 
Score: -27602318.000000 Penalty: 6058.309570
	Iteration 22Q: 3 clusters Score -2.760232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201411 members 
Entering Unmasked Estep 
Score: -27602320.000000 Penalty: 6058.309570
	Iteration 23Q: 3 clusters Score -2.760232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201412 members 
Entering Unmasked Estep 
Score: -27602324.000000 Penalty: 6058.309570
	Iteration 24Q: 3 clusters Score -2.760232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201412 members 
Entering Unmasked Estep 
Score: -27602324.000000 Penalty: 6058.309570
	Iteration 25F: 3 clusters Score -2.760232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -140611.453125 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -140611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138628.937500 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -138628.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139088.921875 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -139088.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -139293.484375 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -139293.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139465.953125 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -139466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -139563.828125 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -139563.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139638.875000 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -139638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -139674.171875 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -139674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -139691.468750 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -139691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -139711.890625 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -139711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139722.468750 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -139722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -139727.671875 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -139727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -139732.515625 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -139732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139743.921875 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -139743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -139749.140625 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -139749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -139750.687500 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -139750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -139751.671875 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -139751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -139755.015625 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -139755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -139757.921875 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -139757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -139763.109375 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -139763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -139767.765625 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -139767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -139774.265625 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -139774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139775.531250 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -139775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139775.531250 Penalty: 3507.500244
	Iteration 22F: 3 clusters Score -139775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -4195370.000000 Penalty: 2559.619385
	Iteration 0F: 2 clusters Score -4195370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4174390.500000 Penalty: 5119.238770
	Iteration 0F: 3 clusters Score -4174390 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4181896.250000 Penalty: 5119.238770
	Iteration 1F: 3 clusters Score -4181896 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4182381.250000 Penalty: 5119.238770
	Iteration 2Q: 3 clusters Score -4182381 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4182771.250000 Penalty: 5119.238770
	Iteration 3Q: 3 clusters Score -4182771 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4183226.750000 Penalty: 5119.238770
	Iteration 4Q: 3 clusters Score -4183227 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4183813.250000 Penalty: 5119.238770
	Iteration 5Q: 3 clusters Score -4183813 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4184676.000000 Penalty: 5119.238770
	Iteration 6F: 3 clusters Score -4184676 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4185892.250000 Penalty: 5119.238770
	Iteration 7F: 3 clusters Score -4185892 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4187510.500000 Penalty: 5119.238770
	Iteration 8F: 3 clusters Score -4187510 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4189389.750000 Penalty: 5119.238770
	Iteration 9F: 3 clusters Score -4189390 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4191070.250000 Penalty: 5119.238770
	Iteration 10F: 3 clusters Score -4191070 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4192101.500000 Penalty: 5119.238770
	Iteration 11Q: 3 clusters Score -4192102 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4192644.750000 Penalty: 5119.238770
	Iteration 12Q: 3 clusters Score -4192645 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4192874.750000 Penalty: 5119.238770
	Iteration 13Q: 3 clusters Score -4192875 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4192980.500000 Penalty: 5119.238770
	Iteration 14Q: 3 clusters Score -4192980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4193055.750000 Penalty: 5119.238770
	Iteration 15Q: 3 clusters Score -4193056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4193092.000000 Penalty: 5119.238770
	Iteration 16Q: 3 clusters Score -4193092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4193116.500000 Penalty: 5119.238770
	Iteration 17Q: 3 clusters Score -4193116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4193130.750000 Penalty: 5119.238770
	Iteration 18Q: 3 clusters Score -4193131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4193145.250000 Penalty: 5119.238770
	Iteration 19Q: 3 clusters Score -4193145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4193145.250000 Penalty: 5119.238770
	Iteration 20F: 3 clusters Score -4193145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4193147.500000 Penalty: 5119.238770
	Iteration 21Q: 3 clusters Score -4193148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4193147.500000 Penalty: 5119.238770
	Iteration 22F: 3 clusters Score -4193148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86390.789062 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86390.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84731.062500 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84731.06 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84960.773438 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84960.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85017.148438 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -85017.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85044.781250 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -85044.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85068.593750 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -85068.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85100.125000 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -85100.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85128.273438 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -85128.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85138.859375 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -85138.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85142.828125 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -85142.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85144.750000 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -85144.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85145.851562 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -85145.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85153.382812 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -85153.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85163.968750 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -85163.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85168.210938 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -85168.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85174.171875 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -85174.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85186.914062 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -85186.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85196.617188 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -85196.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85200.867188 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -85200.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85200.867188 Penalty: 3228.349365
	Iteration 18F: 3 clusters Score -85200.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41209.125000 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41209.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39880.535156 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39880.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40051.425781 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -40051.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40110.812500 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -40110.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40158.820312 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40158.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40213.390625 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40213.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40318.628906 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40318.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40399.960938 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -40399.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40428.960938 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -40428.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40441.214844 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -40441.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40442.855469 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -40442.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40442.855469 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -40442.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -706528.875000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -706528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -701657.750000 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -701657.8 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -703208.562500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -703208.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -703908.437500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -703908.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -704553.875000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -704553.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -705042.500000 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -705042.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -705309.500000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -705309.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -705443.500000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -705443.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -705530.562500 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -705530.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -705605.312500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -705605.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -705647.687500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -705647.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -705679.187500 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -705679.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -705698.750000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -705698.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -705714.937500 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -705714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -705731.187500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -705731.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -705742.437500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -705742.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -705750.625000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -705750.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -705756.000000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -705756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -705762.437500 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -705762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -705770.687500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -705770.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -705777.375000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -705777.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -705779.687500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -705779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -705783.562500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -705783.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -705786.562500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -705786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -705791.500000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -705791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -705796.375000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -705796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -705801.500000 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -705801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -705802.687500 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -705802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -705805.375000 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -705805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -705807.875000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -705807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -705809.125000 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -705809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -705809.812500 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -705809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -705809.812500 Penalty: 4282.242188
	Iteration 31F: 3 clusters Score -705809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Entering Unmasked Estep 
Score: -8361991.000000 Penalty: 2750.040771
	Iteration 0F: 2 clusters Score -8361991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -8317864.500000 Penalty: 5500.081543
	Iteration 0F: 3 clusters Score -8317864 nChanged 30468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -8335335.500000 Penalty: 5500.081543
	Iteration 1F: 3 clusters Score -8335336 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -8336391.000000 Penalty: 5500.081543
	Iteration 2Q: 3 clusters Score -8336391 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -8337871.500000 Penalty: 5500.081543
	Iteration 3Q: 3 clusters Score -8337872 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8340229.500000 Penalty: 5500.081543
	Iteration 4F: 3 clusters Score -8340230 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -8343760.500000 Penalty: 5500.081543
	Iteration 5F: 3 clusters Score -8343760 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -8348572.500000 Penalty: 5500.081543
	Iteration 6F: 3 clusters Score -8348572 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -8353413.500000 Penalty: 5500.081543
	Iteration 7F: 3 clusters Score -8353414 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8357017.500000 Penalty: 5500.081543
	Iteration 8F: 3 clusters Score -8357018 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8358948.000000 Penalty: 5500.081543
	Iteration 9Q: 3 clusters Score -8358948 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -8359730.000000 Penalty: 5500.081543
	Iteration 10Q: 3 clusters Score -8359730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -8360109.500000 Penalty: 5500.081543
	Iteration 11Q: 3 clusters Score -8360110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -8360297.500000 Penalty: 5500.081543
	Iteration 12Q: 3 clusters Score -8360298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -8360386.500000 Penalty: 5500.081543
	Iteration 13Q: 3 clusters Score -8360386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -8360454.000000 Penalty: 5500.081543
	Iteration 14Q: 3 clusters Score -8360454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -8360482.500000 Penalty: 5500.081543
	Iteration 15Q: 3 clusters Score -8360482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8360481.000000 Penalty: 5500.081543
	Iteration 16Q: 3 clusters Score -8360481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -8360484.500000 Penalty: 5500.081543
	Iteration 17Q: 3 clusters Score -8360484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -8360496.000000 Penalty: 5500.081543
	Iteration 18Q: 3 clusters Score -8360496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -8360495.500000 Penalty: 5500.081543
	Iteration 19Q: 3 clusters Score -8360496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8360495.500000 Penalty: 5500.081543
	Iteration 20F: 3 clusters Score -8360496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -8360491.500000 Penalty: 5500.081543
	Iteration 21Q: 3 clusters Score -8360492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8360494.500000 Penalty: 5500.081543
	Iteration 22Q: 3 clusters Score -8360494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -8360504.000000 Penalty: 5500.081543
	Iteration 23Q: 3 clusters Score -8360504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -8360512.000000 Penalty: 5500.081543
	Iteration 24Q: 3 clusters Score -8360512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -8360511.500000 Penalty: 5500.081543
	Iteration 25Q: 3 clusters Score -8360512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -8360513.500000 Penalty: 5500.081543
	Iteration 26Q: 3 clusters Score -8360514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -8360514.000000 Penalty: 5500.081543
	Iteration 27Q: 3 clusters Score -8360514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -8360521.000000 Penalty: 5500.081543
	Iteration 28Q: 3 clusters Score -8360521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -8360521.000000 Penalty: 5500.081543
	Iteration 29F: 3 clusters Score -8360521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -32503.152344 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -32503.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31221.257812 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -31221.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31309.001953 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31342.146484 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -31342.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31354.703125 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31358.148438 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31358.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31358.148438 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -31358.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -324603.906250 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -324603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321689.000000 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -321689 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -322202.843750 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -322202.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -322353.406250 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -322353.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -322440.500000 Penalty: 3876.142578
	Iteration 3Q: 3 clusters Score -322440.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322488.406250 Penalty: 3876.142578
	Iteration 4Q: 3 clusters Score -322488.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -322511.500000 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -322511.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -322540.187500 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -322540.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322564.000000 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -322564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322586.906250 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -322586.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -322611.750000 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -322611.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -322635.156250 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -322635.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -322663.406250 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -322663.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322681.125000 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -322681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322691.281250 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -322691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -322695.000000 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -322695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -322699.093750 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -322699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -322703.937500 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -322703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -322708.937500 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -322708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -322713.500000 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -322713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -322716.093750 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -322716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322717.312500 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -322717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -322718.843750 Penalty: 3876.142578
	Iteration 21Q: 3 clusters Score -322718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322719.343750 Penalty: 3876.142578
	Iteration 22Q: 3 clusters Score -322719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322719.656250 Penalty: 3876.142578
	Iteration 23Q: 3 clusters Score -322719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -322721.531250 Penalty: 3876.142578
	Iteration 24Q: 3 clusters Score -322721.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322724.656250 Penalty: 3876.142578
	Iteration 25Q: 3 clusters Score -322724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -322725.937500 Penalty: 3876.142578
	Iteration 26Q: 3 clusters Score -322725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -322728.437500 Penalty: 3876.142578
	Iteration 27Q: 3 clusters Score -322728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -322730.593750 Penalty: 3876.142578
	Iteration 28Q: 3 clusters Score -322730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -322733.312500 Penalty: 3876.142578
	Iteration 29Q: 3 clusters Score -322733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -322734.750000 Penalty: 3876.142578
	Iteration 30Q: 3 clusters Score -322734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -322736.406250 Penalty: 3876.142578
	Iteration 31Q: 3 clusters Score -322736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322736.250000 Penalty: 3876.142578
	Iteration 32Q: 3 clusters Score -322736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322736.250000 Penalty: 3876.142578
	Iteration 33F: 3 clusters Score -322736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104808.359375 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104808.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105121.179688 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105121.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105256.023438 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -105256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105333.351562 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -105333.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105379.671875 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105379.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105436.867188 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105436.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -105515.703125 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105548.296875 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105571.093750 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105583.007812 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105599.367188 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -105599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105624.539062 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -105624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105652.468750 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105678.531250 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105711.992188 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -105712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105740.515625 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105765.265625 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -105765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105782.015625 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -105782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105800.476562 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -105800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105810.867188 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -105810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105813.773438 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -105813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Entering Unmasked Estep 
Score: -14472591.000000 Penalty: 2871.820312
	Iteration 0F: 2 clusters Score -1.447259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -14401021.000000 Penalty: 5743.640625
	Iteration 0F: 3 clusters Score -1.440102e+07 nChanged 50538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -14430542.000000 Penalty: 5743.640625
	Iteration 1F: 3 clusters Score -1.443054e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -14431613.000000 Penalty: 5743.640625
	Iteration 2Q: 3 clusters Score -1.443161e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -14433128.000000 Penalty: 5743.640625
	Iteration 3Q: 3 clusters Score -1.443313e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -14435795.000000 Penalty: 5743.640625
	Iteration 4F: 3 clusters Score -1.44358e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -14440683.000000 Penalty: 5743.640625
	Iteration 5F: 3 clusters Score -1.444068e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -14448856.000000 Penalty: 5743.640625
	Iteration 6F: 3 clusters Score -1.444886e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -14458847.000000 Penalty: 5743.640625
	Iteration 7F: 3 clusters Score -1.445885e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 103020 members 
Entering Unmasked Estep 
Score: -14466104.000000 Penalty: 5743.640625
	Iteration 8F: 3 clusters Score -1.44661e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -14468966.000000 Penalty: 5743.640625
	Iteration 9Q: 3 clusters Score -1.446897e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -14469672.000000 Penalty: 5743.640625
	Iteration 10Q: 3 clusters Score -1.446967e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -14469878.000000 Penalty: 5743.640625
	Iteration 11Q: 3 clusters Score -1.446988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -14469937.000000 Penalty: 5743.640625
	Iteration 12Q: 3 clusters Score -1.446994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -14469954.000000 Penalty: 5743.640625
	Iteration 13Q: 3 clusters Score -1.446995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -14469951.000000 Penalty: 5743.640625
	Iteration 14Q: 3 clusters Score -1.446995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -14469955.000000 Penalty: 5743.640625
	Iteration 15Q: 3 clusters Score -1.446996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -14469966.000000 Penalty: 5743.640625
	Iteration 16Q: 3 clusters Score -1.446997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -14469969.000000 Penalty: 5743.640625
	Iteration 17Q: 3 clusters Score -1.446997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -14469972.000000 Penalty: 5743.640625
	Iteration 18Q: 3 clusters Score -1.446997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -14469976.000000 Penalty: 5743.640625
	Iteration 19Q: 3 clusters Score -1.446998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -14469976.000000 Penalty: 5743.640625
	Iteration 20F: 3 clusters Score -1.446998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141744.828125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139684.281250 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139684.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140025.921875 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -140025.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140188.656250 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -140188.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140275.734375 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -140275.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140348.437500 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -140348.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140408.531250 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -140408.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140469.671875 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -140469.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140522.265625 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -140522.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140550.296875 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -140550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140562.734375 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -140562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140577.609375 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -140577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140585.843750 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -140585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140589.343750 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -140589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140592.031250 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -140592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140594.171875 Penalty: 3499.007080
	Iteration 14F: 3 clusters Score -140594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140598.390625 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -140598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140598.390625 Penalty: 3499.007080
	Iteration 16F: 3 clusters Score -140598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -1808931.250000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -1808931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1799113.000000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -1799113 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1802152.625000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -1802153 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1802483.000000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -1802483 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1802754.000000 Penalty: 4706.297363
	Iteration 3Q: 3 clusters Score -1802754 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1802971.000000 Penalty: 4706.297363
	Iteration 4Q: 3 clusters Score -1802971 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1803153.875000 Penalty: 4706.297363
	Iteration 5Q: 3 clusters Score -1803154 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1803321.500000 Penalty: 4706.297363
	Iteration 6Q: 3 clusters Score -1803322 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1803534.125000 Penalty: 4706.297363
	Iteration 7Q: 3 clusters Score -1803534 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1803803.875000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -1803804 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1804156.125000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -1804156 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1804557.500000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -1804558 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1804944.375000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -1804944 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1805321.625000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -1805322 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1805757.875000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -1805758 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1806126.625000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -1806127 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1806393.500000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -1806394 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1806569.625000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -1806570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1806694.375000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -1806694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1806784.125000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -1806784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1806852.500000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -1806852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1806893.750000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -1806894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1806919.375000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -1806919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1806955.250000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -1806955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1806978.125000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -1806978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1806994.750000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -1806995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1807009.375000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -1807009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1807023.000000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -1807023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1807034.125000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -1807034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1807041.500000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -1807042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1807053.250000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -1807053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1807061.500000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -1807062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1807066.125000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -1807066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1807063.750000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -1807064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1807069.125000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -1807069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1807072.250000 Penalty: 4706.297363
	Iteration 34Q: 3 clusters Score -1807072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1807077.875000 Penalty: 4706.297363
	Iteration 35Q: 3 clusters Score -1807078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1807084.625000 Penalty: 4706.297363
	Iteration 36Q: 3 clusters Score -1807085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1807087.750000 Penalty: 4706.297363
	Iteration 37Q: 3 clusters Score -1807088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1807095.000000 Penalty: 4706.297363
	Iteration 38Q: 3 clusters Score -1807095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1807096.375000 Penalty: 4706.297363
	Iteration 39Q: 3 clusters Score -1807096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1807106.500000 Penalty: 4706.297363
	Iteration 40F: 3 clusters Score -1807106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1807111.625000 Penalty: 4706.297363
	Iteration 41Q: 3 clusters Score -1807112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1807116.625000 Penalty: 4706.297363
	Iteration 42Q: 3 clusters Score -1807117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1807119.750000 Penalty: 4706.297363
	Iteration 43Q: 3 clusters Score -1807120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1807122.875000 Penalty: 4706.297363
	Iteration 44Q: 3 clusters Score -1807123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1807129.000000 Penalty: 4706.297363
	Iteration 45Q: 3 clusters Score -1807129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1807131.250000 Penalty: 4706.297363
	Iteration 46Q: 3 clusters Score -1807131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1807134.750000 Penalty: 4706.297363
	Iteration 47Q: 3 clusters Score -1807135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1807135.375000 Penalty: 4706.297363
	Iteration 48Q: 3 clusters Score -1807135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1807133.000000 Penalty: 4706.297363
	Iteration 49Q: 3 clusters Score -1807133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1807133.000000 Penalty: 4706.297363
	Iteration 50F: 3 clusters Score -1807133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -87561.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -87561.11 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 356 members 
Entering Unmasked Estep 
Score: -85880.921875 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -85880.92 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86116.132812 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -86116.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86194.757812 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -86194.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86264.429688 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -86264.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86305.445312 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -86305.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86334.484375 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -86334.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86353.250000 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -86353.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86392.812500 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -86392.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86426.476562 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86426.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86455.476562 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86455.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86476.398438 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -86476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86489.109375 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -86489.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86497.281250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -86497.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86506.203125 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -86506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86508.882812 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -86508.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86508.882812 Penalty: 3245.780273
	Iteration 15F: 3 clusters Score -86508.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103010 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201659 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 279Q: 30 clusters Score -1.341419e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 103003 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201667 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13207 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 280F: 30 clusters Score -1.341419e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102998 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201672 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 281Q: 30 clusters Score -1.341419e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102994 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88370 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201679 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 282Q: 30 clusters Score -1.341419e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102991 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88369 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201685 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30362 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65439 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 283Q: 30 clusters Score -1.341418e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102980 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94782 members 
Mstep: Class 11 contains 88372 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201697 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65438 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 284Q: 30 clusters Score -1.341419e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102970 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88376 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201704 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65437 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141872.000000 Penalty: 99435.203125
Iteration 285Q: 30 clusters Score -1.341419e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31080 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102961 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88379 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201706 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65437 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13208 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 286Q: 30 clusters Score -1.341418e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102943 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 88382 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201718 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65436 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106929 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13209 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141824.000000 Penalty: 99435.203125
Iteration 287Q: 30 clusters Score -1.341418e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102928 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94782 members 
Mstep: Class 11 contains 88383 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201727 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65436 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106930 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13211 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141848.000000 Penalty: 99435.203125
Iteration 288Q: 30 clusters Score -1.341418e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102909 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94782 members 
Mstep: Class 11 contains 88385 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201736 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65434 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106931 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141856.000000 Penalty: 99435.203125
Iteration 289Q: 30 clusters Score -1.341419e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102891 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94782 members 
Mstep: Class 11 contains 88386 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201747 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30360 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65433 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106932 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141824.000000 Penalty: 99435.203125
Iteration 290Q: 30 clusters Score -1.341418e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102871 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94785 members 
Mstep: Class 11 contains 88385 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201767 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65431 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106932 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141832.000000 Penalty: 99435.203125
Iteration 291Q: 30 clusters Score -1.341418e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140510 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102853 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94787 members 
Mstep: Class 11 contains 88385 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201785 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30354 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65431 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106933 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141848.000000 Penalty: 99435.203125
Iteration 292Q: 30 clusters Score -1.341418e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102833 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94789 members 
Mstep: Class 11 contains 88387 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201805 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30350 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65429 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106933 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 293Q: 30 clusters Score -1.341418e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102814 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94789 members 
Mstep: Class 11 contains 88388 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201824 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65427 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106935 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 294Q: 30 clusters Score -1.341419e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140514 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102793 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94789 members 
Mstep: Class 11 contains 88391 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201839 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30349 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65424 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106935 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141816.000000 Penalty: 99435.203125
Iteration 295Q: 30 clusters Score -1.341418e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102772 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94788 members 
Mstep: Class 11 contains 88396 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201854 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30350 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65419 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106935 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 296Q: 30 clusters Score -1.341419e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102751 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94790 members 
Mstep: Class 11 contains 88405 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201873 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65410 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106938 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 297Q: 30 clusters Score -1.341419e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31089 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102732 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94791 members 
Mstep: Class 11 contains 88415 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201883 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30344 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65406 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106940 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 298Q: 30 clusters Score -1.341419e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102714 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94791 members 
Mstep: Class 11 contains 88424 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201896 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30345 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65405 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141992.000000 Penalty: 99435.203125
Iteration 299Q: 30 clusters Score -1.34142e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102699 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94792 members 
Mstep: Class 11 contains 88427 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201911 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30345 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65405 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141992.000000 Penalty: 99435.203125
Iteration 300F: 30 clusters Score -1.34142e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102681 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94793 members 
Mstep: Class 11 contains 88433 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201922 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30345 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65405 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141960.000000 Penalty: 99435.203125
Iteration 301Q: 30 clusters Score -1.34142e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102664 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94794 members 
Mstep: Class 11 contains 88438 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201929 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65406 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 302Q: 30 clusters Score -1.341419e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102647 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88443 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201941 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65406 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 303Q: 30 clusters Score -1.341419e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102629 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88446 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201954 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65403 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 304Q: 30 clusters Score -1.341419e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102615 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94797 members 
Mstep: Class 11 contains 88450 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201965 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65401 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 305Q: 30 clusters Score -1.341419e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102609 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88458 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201968 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65396 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106941 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141976.000000 Penalty: 99435.203125
Iteration 306Q: 30 clusters Score -1.34142e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102599 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88464 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201973 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65391 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106946 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141968.000000 Penalty: 99435.203125
Iteration 307Q: 30 clusters Score -1.34142e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102589 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88466 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201981 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65386 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106947 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141976.000000 Penalty: 99435.203125
Iteration 308Q: 30 clusters Score -1.34142e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102570 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 94797 members 
Mstep: Class 11 contains 88468 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 201996 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65379 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106950 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141968.000000 Penalty: 99435.203125
Iteration 309Q: 30 clusters Score -1.34142e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102561 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 94797 members 
Mstep: Class 11 contains 88471 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202004 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 30348 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65369 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106952 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141952.000000 Penalty: 99435.203125
Iteration 310Q: 30 clusters Score -1.34142e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102556 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94798 members 
Mstep: Class 11 contains 88474 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202006 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65366 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106955 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141968.000000 Penalty: 99435.203125
Iteration 311Q: 30 clusters Score -1.34142e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102549 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88478 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202016 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30346 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65362 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106958 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 312Q: 30 clusters Score -1.341419e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102541 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88482 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202019 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30346 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65362 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106957 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 313Q: 30 clusters Score -1.341419e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102535 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88485 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202020 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30344 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65361 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106958 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141960.000000 Penalty: 99435.203125
Iteration 314Q: 30 clusters Score -1.34142e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102531 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88485 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202026 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65358 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106960 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 315Q: 30 clusters Score -1.341419e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102526 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88489 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202031 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 316Q: 30 clusters Score -1.341419e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102521 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88491 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202037 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30340 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 317Q: 30 clusters Score -1.341419e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102515 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88491 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202039 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 318Q: 30 clusters Score -1.341419e+08 nChanged 15
Entering ConstructFrom: 
Score: -134141904.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (140523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140523 members 
Entering Unmasked Estep 
Score: -19163116.000000 Penalty: 2939.575439
	Iteration 0F: 2 clusters Score -1.916312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -19070844.000000 Penalty: 5879.150879
	Iteration 0F: 3 clusters Score -1.907084e+07 nChanged 67421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -19110272.000000 Penalty: 5879.150879
	Iteration 1F: 3 clusters Score -1.911027e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -19111294.000000 Penalty: 5879.150879
	Iteration 2Q: 3 clusters Score -1.911129e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -19112562.000000 Penalty: 5879.150879
	Iteration 3Q: 3 clusters Score -1.911256e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -19114380.000000 Penalty: 5879.150879
	Iteration 4Q: 3 clusters Score -1.911438e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -19116710.000000 Penalty: 5879.150879
	Iteration 5Q: 3 clusters Score -1.911671e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -19119206.000000 Penalty: 5879.150879
	Iteration 6Q: 3 clusters Score -1.911921e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -19122062.000000 Penalty: 5879.150879
	Iteration 7Q: 3 clusters Score -1.912206e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -19125152.000000 Penalty: 5879.150879
	Iteration 8F: 3 clusters Score -1.912515e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -19127956.000000 Penalty: 5879.150879
	Iteration 9Q: 3 clusters Score -1.912796e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -19131344.000000 Penalty: 5879.150879
	Iteration 10Q: 3 clusters Score -1.913134e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -19135300.000000 Penalty: 5879.150879
	Iteration 11Q: 3 clusters Score -1.91353e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -19139964.000000 Penalty: 5879.150879
	Iteration 12Q: 3 clusters Score -1.913996e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -19144756.000000 Penalty: 5879.150879
	Iteration 13Q: 3 clusters Score -1.914476e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -19147884.000000 Penalty: 5879.150879
	Iteration 14Q: 3 clusters Score -1.914788e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -19149278.000000 Penalty: 5879.150879
	Iteration 15Q: 3 clusters Score -1.914928e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -19150222.000000 Penalty: 5879.150879
	Iteration 16Q: 3 clusters Score -1.915022e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -19150990.000000 Penalty: 5879.150879
	Iteration 17Q: 3 clusters Score -1.915099e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -19151704.000000 Penalty: 5879.150879
	Iteration 18Q: 3 clusters Score -1.91517e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116664 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -19152560.000000 Penalty: 5879.150879
	Iteration 19Q: 3 clusters Score -1.915256e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -19153238.000000 Penalty: 5879.150879
	Iteration 20F: 3 clusters Score -1.915324e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -19154056.000000 Penalty: 5879.150879
	Iteration 21Q: 3 clusters Score -1.915406e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122147 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -19154708.000000 Penalty: 5879.150879
	Iteration 22Q: 3 clusters Score -1.915471e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123780 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -19155286.000000 Penalty: 5879.150879
	Iteration 23Q: 3 clusters Score -1.915529e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -19155848.000000 Penalty: 5879.150879
	Iteration 24Q: 3 clusters Score -1.915585e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -19156334.000000 Penalty: 5879.150879
	Iteration 25Q: 3 clusters Score -1.915633e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -19156750.000000 Penalty: 5879.150879
	Iteration 26Q: 3 clusters Score -1.915675e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -19157084.000000 Penalty: 5879.150879
	Iteration 27Q: 3 clusters Score -1.915708e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -19157410.000000 Penalty: 5879.150879
	Iteration 28Q: 3 clusters Score -1.915741e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131884 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -19157808.000000 Penalty: 5879.150879
	Iteration 29Q: 3 clusters Score -1.915781e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -19158168.000000 Penalty: 5879.150879
	Iteration 30Q: 3 clusters Score -1.915817e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -19158456.000000 Penalty: 5879.150879
	Iteration 31Q: 3 clusters Score -1.915846e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134620 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -19158756.000000 Penalty: 5879.150879
	Iteration 32Q: 3 clusters Score -1.915876e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135368 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -19159098.000000 Penalty: 5879.150879
	Iteration 33Q: 3 clusters Score -1.91591e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135982 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -19159328.000000 Penalty: 5879.150879
	Iteration 34Q: 3 clusters Score -1.915933e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -19159494.000000 Penalty: 5879.150879
	Iteration 35Q: 3 clusters Score -1.915949e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -19159676.000000 Penalty: 5879.150879
	Iteration 36Q: 3 clusters Score -1.915968e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -19159798.000000 Penalty: 5879.150879
	Iteration 37Q: 3 clusters Score -1.91598e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -19159936.000000 Penalty: 5879.150879
	Iteration 38Q: 3 clusters Score -1.915994e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19160084.000000 Penalty: 5879.150879
	Iteration 39Q: 3 clusters Score -1.916008e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138290 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19160092.000000 Penalty: 5879.150879
	Iteration 40F: 3 clusters Score -1.916009e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19160190.000000 Penalty: 5879.150879
	Iteration 41Q: 3 clusters Score -1.916019e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138699 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19160284.000000 Penalty: 5879.150879
	Iteration 42Q: 3 clusters Score -1.916028e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138845 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19160358.000000 Penalty: 5879.150879
	Iteration 43Q: 3 clusters Score -1.916036e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19160366.000000 Penalty: 5879.150879
	Iteration 44Q: 3 clusters Score -1.916037e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139099 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19160404.000000 Penalty: 5879.150879
	Iteration 45Q: 3 clusters Score -1.91604e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139194 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19160444.000000 Penalty: 5879.150879
	Iteration 46Q: 3 clusters Score -1.916044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19160498.000000 Penalty: 5879.150879
	Iteration 47Q: 3 clusters Score -1.91605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139319 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19160492.000000 Penalty: 5879.150879
	Iteration 48Q: 3 clusters Score -1.916049e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19160504.000000 Penalty: 5879.150879
	Iteration 49Q: 3 clusters Score -1.91605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19160484.000000 Penalty: 5879.150879
	Iteration 50Q: 3 clusters Score -1.916048e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139455 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19160510.000000 Penalty: 5879.150879
	Iteration 51Q: 3 clusters Score -1.916051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19160524.000000 Penalty: 5879.150879
	Iteration 52Q: 3 clusters Score -1.916052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139537 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19160542.000000 Penalty: 5879.150879
	Iteration 53Q: 3 clusters Score -1.916054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19160536.000000 Penalty: 5879.150879
	Iteration 54Q: 3 clusters Score -1.916054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19160536.000000 Penalty: 5879.150879
	Iteration 55Q: 3 clusters Score -1.916054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19160572.000000 Penalty: 5879.150879
	Iteration 56Q: 3 clusters Score -1.916057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139649 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19160564.000000 Penalty: 5879.150879
	Iteration 57Q: 3 clusters Score -1.916056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139663 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19160584.000000 Penalty: 5879.150879
	Iteration 58Q: 3 clusters Score -1.916058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19160608.000000 Penalty: 5879.150879
	Iteration 59Q: 3 clusters Score -1.916061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139688 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19160602.000000 Penalty: 5879.150879
	Iteration 60F: 3 clusters Score -1.91606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139699 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19160598.000000 Penalty: 5879.150879
	Iteration 61Q: 3 clusters Score -1.91606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19160616.000000 Penalty: 5879.150879
	Iteration 62Q: 3 clusters Score -1.916062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19160616.000000 Penalty: 5879.150879
	Iteration 63Q: 3 clusters Score -1.916062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19160622.000000 Penalty: 5879.150879
	Iteration 64Q: 3 clusters Score -1.916062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19160622.000000 Penalty: 5879.150879
	Iteration 65Q: 3 clusters Score -1.916062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19160620.000000 Penalty: 5879.150879
	Iteration 66Q: 3 clusters Score -1.916062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19160630.000000 Penalty: 5879.150879
	Iteration 67Q: 3 clusters Score -1.916063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19160636.000000 Penalty: 5879.150879
	Iteration 68Q: 3 clusters Score -1.916064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19160628.000000 Penalty: 5879.150879
	Iteration 69Q: 3 clusters Score -1.916063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139756 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19160640.000000 Penalty: 5879.150879
	Iteration 70Q: 3 clusters Score -1.916064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139764 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19160640.000000 Penalty: 5879.150879
	Iteration 71Q: 3 clusters Score -1.916064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19160656.000000 Penalty: 5879.150879
	Iteration 72Q: 3 clusters Score -1.916066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139771 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19160672.000000 Penalty: 5879.150879
	Iteration 73Q: 3 clusters Score -1.916067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139774 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19160654.000000 Penalty: 5879.150879
	Iteration 74Q: 3 clusters Score -1.916065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19160666.000000 Penalty: 5879.150879
	Iteration 75Q: 3 clusters Score -1.916067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139783 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19160680.000000 Penalty: 5879.150879
	Iteration 76Q: 3 clusters Score -1.916068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19160684.000000 Penalty: 5879.150879
	Iteration 77Q: 3 clusters Score -1.916068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19160694.000000 Penalty: 5879.150879
	Iteration 78Q: 3 clusters Score -1.916069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -19160672.000000 Penalty: 5879.150879
	Iteration 79Q: 3 clusters Score -1.916067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19160672.000000 Penalty: 5879.150879
	Iteration 80F: 3 clusters Score -1.916067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139805 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19160672.000000 Penalty: 5879.150879
	Iteration 81Q: 3 clusters Score -1.916067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19160690.000000 Penalty: 5879.150879
	Iteration 82Q: 3 clusters Score -1.916069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19160692.000000 Penalty: 5879.150879
	Iteration 83Q: 3 clusters Score -1.916069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19160692.000000 Penalty: 5879.150879
	Iteration 84F: 3 clusters Score -1.916069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116608.109375 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116608.1 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 458 members 
Entering Unmasked Estep 
Score: -114723.109375 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114723.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114975.757812 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -114975.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115063.539062 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -115063.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115097.164062 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -115097.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -115123.117188 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115138.093750 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115143.789062 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115143.789062 Penalty: 3366.771240
	Iteration 7F: 3 clusters Score -115143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Entering Unmasked Estep 
Score: -4187460.000000 Penalty: 2565.439209
	Iteration 0F: 2 clusters Score -4187460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4166228.750000 Penalty: 5130.878418
	Iteration 0F: 3 clusters Score -4166229 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4173922.250000 Penalty: 5130.878418
	Iteration 1F: 3 clusters Score -4173922 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4174484.250000 Penalty: 5130.878418
	Iteration 2F: 3 clusters Score -4174484 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4175094.250000 Penalty: 5130.878418
	Iteration 3Q: 3 clusters Score -4175094 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4175785.750000 Penalty: 5130.878418
	Iteration 4Q: 3 clusters Score -4175786 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4176695.750000 Penalty: 5130.878418
	Iteration 5F: 3 clusters Score -4176696 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4177892.250000 Penalty: 5130.878418
	Iteration 6F: 3 clusters Score -4177892 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -4179400.000000 Penalty: 5130.878418
	Iteration 7F: 3 clusters Score -4179400 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -4181189.500000 Penalty: 5130.878418
	Iteration 8F: 3 clusters Score -4181190 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4182807.000000 Penalty: 5130.878418
	Iteration 9F: 3 clusters Score -4182807 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4183898.500000 Penalty: 5130.878418
	Iteration 10Q: 3 clusters Score -4183898 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4184565.000000 Penalty: 5130.878418
	Iteration 11Q: 3 clusters Score -4184565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -4184873.250000 Penalty: 5130.878418
	Iteration 12Q: 3 clusters Score -4184873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -4185014.500000 Penalty: 5130.878418
	Iteration 13Q: 3 clusters Score -4185014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4185081.750000 Penalty: 5130.878418
	Iteration 14Q: 3 clusters Score -4185082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4185124.250000 Penalty: 5130.878418
	Iteration 15Q: 3 clusters Score -4185124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4185162.250000 Penalty: 5130.878418
	Iteration 16Q: 3 clusters Score -4185162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -4185194.500000 Penalty: 5130.878418
	Iteration 17Q: 3 clusters Score -4185194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4185214.750000 Penalty: 5130.878418
	Iteration 18Q: 3 clusters Score -4185215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4185227.500000 Penalty: 5130.878418
	Iteration 19Q: 3 clusters Score -4185228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4185233.500000 Penalty: 5130.878418
	Iteration 20F: 3 clusters Score -4185234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4185243.750000 Penalty: 5130.878418
	Iteration 21Q: 3 clusters Score -4185244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4185247.000000 Penalty: 5130.878418
	Iteration 22Q: 3 clusters Score -4185247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4185250.750000 Penalty: 5130.878418
	Iteration 23Q: 3 clusters Score -4185251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4185254.250000 Penalty: 5130.878418
	Iteration 24Q: 3 clusters Score -4185254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4185253.500000 Penalty: 5130.878418
	Iteration 25Q: 3 clusters Score -4185254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4185253.500000 Penalty: 5130.878418
	Iteration 26F: 3 clusters Score -4185254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1343377.000000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1343377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1335373.375000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1335373 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1337879.875000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1337880 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1338301.250000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1338301 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1338643.125000 Penalty: 4594.649902
	Iteration 3F: 3 clusters Score -1338643 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1338918.375000 Penalty: 4594.649902
	Iteration 4Q: 3 clusters Score -1338918 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1339150.875000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1339151 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1339379.500000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1339380 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1339607.625000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1339608 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1339834.625000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1339835 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1340079.625000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1340080 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1340373.375000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1340373 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1340741.625000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1340742 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1341141.000000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1341141 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1341454.875000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1341455 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1341684.750000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1341685 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1341832.000000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1341832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1341927.875000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1341928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1341976.500000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1341976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1342012.000000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1342012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1342034.250000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1342034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1342047.375000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1342047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1342058.000000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1342058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1342071.125000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1342071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1342074.125000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1342074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1342086.375000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1342086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1342092.500000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1342092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1342094.125000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1342094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1342098.250000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1342098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1342101.125000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1342101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1342104.250000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1342104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1342112.000000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1342112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1342112.500000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1342112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1342112.000000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1342112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1342114.125000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1342114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1342118.500000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1342118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1342117.500000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1342118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1342121.375000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1342121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1342125.625000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1342126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1342125.625000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1342126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1342126.625000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1342127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1342127.125000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1342127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1342127.625000 Penalty: 4594.649902
	Iteration 41Q: 3 clusters Score -1342128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1342129.500000 Penalty: 4594.649902
	Iteration 42Q: 3 clusters Score -1342130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1342127.250000 Penalty: 4594.649902
	Iteration 43Q: 3 clusters Score -1342127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1342128.500000 Penalty: 4594.649902
	Iteration 44Q: 3 clusters Score -1342128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1342128.750000 Penalty: 4594.649902
	Iteration 45Q: 3 clusters Score -1342129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1342127.750000 Penalty: 4594.649902
	Iteration 46Q: 3 clusters Score -1342128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1342128.500000 Penalty: 4594.649902
	Iteration 47Q: 3 clusters Score -1342128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1342130.250000 Penalty: 4594.649902
	Iteration 48Q: 3 clusters Score -1342130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1342132.125000 Penalty: 4594.649902
	Iteration 49Q: 3 clusters Score -1342132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1342131.000000 Penalty: 4594.649902
	Iteration 50Q: 3 clusters Score -1342131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1342131.000000 Penalty: 4594.649902
	Iteration 51F: 3 clusters Score -1342131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -320984.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -320984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -318096.906250 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -318096.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -318649.562500 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -318649.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -318811.906250 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -318811.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -318940.562500 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -318940.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319009.750000 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -319009.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -319055.281250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -319055.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -319082.625000 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -319082.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319113.718750 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -319113.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -319136.968750 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -319137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319151.625000 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -319151.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -319170.937500 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -319170.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -319183.093750 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -319183.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -319195.500000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -319195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -319200.812500 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -319200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319210.906250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -319210.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -319222.125000 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -319222.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -319230.281250 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -319230.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -319240.000000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -319240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -319251.062500 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -319251.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -319266.718750 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -319266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -319271.750000 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -319271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -319275.781250 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -319275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -319282.281250 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -319282.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -319288.218750 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -319288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -319289.843750 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -319289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -319291.562500 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -319291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -319293.812500 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -319293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -319297.750000 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -319297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -319301.156250 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -319301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -319304.812500 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -319304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -319314.031250 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -319314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -319318.343750 Penalty: 3859.030273
	Iteration 31Q: 3 clusters Score -319318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -319319.875000 Penalty: 3859.030273
	Iteration 32Q: 3 clusters Score -319319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -319321.812500 Penalty: 3859.030273
	Iteration 33Q: 3 clusters Score -319321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -319323.750000 Penalty: 3859.030273
	Iteration 34Q: 3 clusters Score -319323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -319325.093750 Penalty: 3859.030273
	Iteration 35Q: 3 clusters Score -319325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -319325.812500 Penalty: 3859.030273
	Iteration 36Q: 3 clusters Score -319325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -319326.062500 Penalty: 3859.030273
	Iteration 37Q: 3 clusters Score -319326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -319326.062500 Penalty: 3859.030273
	Iteration 38F: 3 clusters Score -319326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Entering Unmasked Estep 
Score: -14016735.000000 Penalty: 2861.346191
	Iteration 0F: 2 clusters Score -1.401674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -13948310.000000 Penalty: 5722.692383
	Iteration 0F: 3 clusters Score -1.394831e+07 nChanged 48517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -13975791.000000 Penalty: 5722.692383
	Iteration 1F: 3 clusters Score -1.397579e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -13976721.000000 Penalty: 5722.692383
	Iteration 2Q: 3 clusters Score -1.397672e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -13978033.000000 Penalty: 5722.692383
	Iteration 3Q: 3 clusters Score -1.397803e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -13980153.000000 Penalty: 5722.692383
	Iteration 4Q: 3 clusters Score -1.398015e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -13983359.000000 Penalty: 5722.692383
	Iteration 5F: 3 clusters Score -1.398336e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -13987887.000000 Penalty: 5722.692383
	Iteration 6F: 3 clusters Score -1.398789e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -13993588.000000 Penalty: 5722.692383
	Iteration 7F: 3 clusters Score -1.399359e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -14000031.000000 Penalty: 5722.692383
	Iteration 8F: 3 clusters Score -1.400003e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -14005831.000000 Penalty: 5722.692383
	Iteration 9F: 3 clusters Score -1.400583e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -14009712.000000 Penalty: 5722.692383
	Iteration 10Q: 3 clusters Score -1.400971e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -14012097.000000 Penalty: 5722.692383
	Iteration 11Q: 3 clusters Score -1.40121e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -14013199.000000 Penalty: 5722.692383
	Iteration 12Q: 3 clusters Score -1.40132e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -14013814.000000 Penalty: 5722.692383
	Iteration 13Q: 3 clusters Score -1.401381e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
Score: -14014094.000000 Penalty: 5722.692383
	Iteration 14Q: 3 clusters Score -1.401409e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -14014318.000000 Penalty: 5722.692383
	Iteration 15Q: 3 clusters Score -1.401432e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -14014431.000000 Penalty: 5722.692383
	Iteration 16Q: 3 clusters Score -1.401443e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -14014491.000000 Penalty: 5722.692383
	Iteration 17Q: 3 clusters Score -1.401449e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -14014549.000000 Penalty: 5722.692383
	Iteration 18Q: 3 clusters Score -1.401455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -14014568.000000 Penalty: 5722.692383
	Iteration 19Q: 3 clusters Score -1.401457e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -14014599.000000 Penalty: 5722.692383
	Iteration 20F: 3 clusters Score -1.40146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -14014600.000000 Penalty: 5722.692383
	Iteration 21Q: 3 clusters Score -1.40146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -14014607.000000 Penalty: 5722.692383
	Iteration 22Q: 3 clusters Score -1.401461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -14014611.000000 Penalty: 5722.692383
	Iteration 23Q: 3 clusters Score -1.401461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -14014618.000000 Penalty: 5722.692383
	Iteration 24Q: 3 clusters Score -1.401462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -14014623.000000 Penalty: 5722.692383
	Iteration 25Q: 3 clusters Score -1.401462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -14014628.000000 Penalty: 5722.692383
	Iteration 26Q: 3 clusters Score -1.401463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -14014619.000000 Penalty: 5722.692383
	Iteration 27Q: 3 clusters Score -1.401462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -14014623.000000 Penalty: 5722.692383
	Iteration 28Q: 3 clusters Score -1.401462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -14014647.000000 Penalty: 5722.692383
	Iteration 29Q: 3 clusters Score -1.401465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14014652.000000 Penalty: 5722.692383
	Iteration 30Q: 3 clusters Score -1.401465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -14014658.000000 Penalty: 5722.692383
	Iteration 31Q: 3 clusters Score -1.401466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -14014657.000000 Penalty: 5722.692383
	Iteration 32Q: 3 clusters Score -1.401466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 101261 members 
Entering Unmasked Estep 
Score: -14014655.000000 Penalty: 5722.692383
	Iteration 33Q: 3 clusters Score -1.401466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -14014648.000000 Penalty: 5722.692383
	Iteration 34Q: 3 clusters Score -1.401465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -14014658.000000 Penalty: 5722.692383
	Iteration 35Q: 3 clusters Score -1.401466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -14014653.000000 Penalty: 5722.692383
	Iteration 36Q: 3 clusters Score -1.401465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -14014656.000000 Penalty: 5722.692383
	Iteration 37Q: 3 clusters Score -1.401466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -14014660.000000 Penalty: 5722.692383
	Iteration 38Q: 3 clusters Score -1.401466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -14014667.000000 Penalty: 5722.692383
	Iteration 39Q: 3 clusters Score -1.401467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -14014669.000000 Penalty: 5722.692383
	Iteration 40F: 3 clusters Score -1.401467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -14014662.000000 Penalty: 5722.692383
	Iteration 41Q: 3 clusters Score -1.401466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -14014666.000000 Penalty: 5722.692383
	Iteration 42Q: 3 clusters Score -1.401467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -14014653.000000 Penalty: 5722.692383
	Iteration 43Q: 3 clusters Score -1.401465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -14014652.000000 Penalty: 5722.692383
	Iteration 44Q: 3 clusters Score -1.401465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -14014651.000000 Penalty: 5722.692383
	Iteration 45Q: 3 clusters Score -1.401465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -14014655.000000 Penalty: 5722.692383
	Iteration 46Q: 3 clusters Score -1.401466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14014654.000000 Penalty: 5722.692383
	Iteration 47Q: 3 clusters Score -1.401465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14014654.000000 Penalty: 5722.692383
	Iteration 48F: 3 clusters Score -1.401465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -991314.250000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -991314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -985357.000000 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -985357 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -987009.250000 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -987009.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -987272.125000 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -987272.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -987448.937500 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -987448.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -987603.500000 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -987603.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -987762.875000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -987762.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -987909.250000 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -987909.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -988065.750000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -988065.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -988221.500000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -988221.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -988354.875000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -988354.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -988469.875000 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -988469.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -988566.125000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -988566.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -988657.500000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -988657.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -988755.750000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -988755.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -988834.187500 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -988834.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -988905.187500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -988905.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -988957.687500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -988957.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -988996.625000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -988996.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -989038.625000 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -989038.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -989075.062500 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -989075.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -989106.375000 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -989106.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -989129.875000 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -989129.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -989153.687500 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -989153.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -989176.375000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -989176.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -989198.875000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -989198.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -989215.062500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -989215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -989227.187500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -989227.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -989235.125000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -989235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -989245.125000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -989245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -989254.687500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -989254.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -989263.687500 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -989263.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -989274.125000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -989274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -989280.687500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -989280.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -989290.125000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -989290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -989298.250000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -989298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -989304.562500 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -989304.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -989313.687500 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -989313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -989323.062500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -989323.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -989336.250000 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -989336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -989352.250000 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -989352.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -989372.562500 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -989372.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -989384.500000 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -989384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -989389.062500 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -989389.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -989396.875000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -989396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -989405.312500 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -989405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -989407.062500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -989407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -989410.312500 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -989410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -989415.750000 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -989415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -989419.000000 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -989419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -989421.312500 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -989421.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -989426.500000 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -989426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -989430.875000 Penalty: 4410.871582
	Iteration 51Q: 3 clusters Score -989430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -989434.500000 Penalty: 4410.871582
	Iteration 52Q: 3 clusters Score -989434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -989438.062500 Penalty: 4410.871582
	Iteration 53Q: 3 clusters Score -989438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -989442.625000 Penalty: 4410.871582
	Iteration 54Q: 3 clusters Score -989442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -989443.875000 Penalty: 4410.871582
	Iteration 55Q: 3 clusters Score -989443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -989448.375000 Penalty: 4410.871582
	Iteration 56Q: 3 clusters Score -989448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -989450.000000 Penalty: 4410.871582
	Iteration 57Q: 3 clusters Score -989450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -989452.250000 Penalty: 4410.871582
	Iteration 58Q: 3 clusters Score -989452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -989456.500000 Penalty: 4410.871582
	Iteration 59Q: 3 clusters Score -989456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -989459.125000 Penalty: 4410.871582
	Iteration 60F: 3 clusters Score -989459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -989464.625000 Penalty: 4410.871582
	Iteration 61Q: 3 clusters Score -989464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -989469.750000 Penalty: 4410.871582
	Iteration 62Q: 3 clusters Score -989469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -989472.500000 Penalty: 4410.871582
	Iteration 63Q: 3 clusters Score -989472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -989474.062500 Penalty: 4410.871582
	Iteration 64Q: 3 clusters Score -989474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -989475.937500 Penalty: 4410.871582
	Iteration 65Q: 3 clusters Score -989475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -989477.250000 Penalty: 4410.871582
	Iteration 66Q: 3 clusters Score -989477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -989477.625000 Penalty: 4410.871582
	Iteration 67Q: 3 clusters Score -989477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -989478.812500 Penalty: 4410.871582
	Iteration 68Q: 3 clusters Score -989478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -989481.062500 Penalty: 4410.871582
	Iteration 69Q: 3 clusters Score -989481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -989480.500000 Penalty: 4410.871582
	Iteration 70Q: 3 clusters Score -989480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -989482.625000 Penalty: 4410.871582
	Iteration 71Q: 3 clusters Score -989482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -989482.625000 Penalty: 4410.871582
	Iteration 72Q: 3 clusters Score -989482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -989482.625000 Penalty: 4410.871582
	Iteration 73F: 3 clusters Score -989482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -589102.437500 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -589102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -584894.750000 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -584894.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -585893.562500 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -585893.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -586123.125000 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -586123.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -586269.062500 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -586269.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -586378.062500 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -586378.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -586465.250000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -586465.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -586565.437500 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -586565.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -586670.687500 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -586670.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -586771.312500 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -586771.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -586860.875000 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -586860.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -586927.437500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -586927.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -586976.250000 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -586976.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -587017.312500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -587017.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -587057.625000 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -587057.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -587097.500000 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -587097.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -587130.312500 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -587130.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -587154.250000 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -587154.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -587172.875000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -587172.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -587189.875000 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -587189.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -587207.187500 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -587207.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -587221.375000 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -587221.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -587230.937500 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -587230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -587238.562500 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -587238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -587247.000000 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -587247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -587256.500000 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -587256.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -587267.187500 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -587267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -587278.125000 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -587278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -587286.812500 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -587286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -587294.000000 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -587294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587297.750000 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -587297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -587301.750000 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -587301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -587304.312500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -587304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587305.500000 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -587305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587305.437500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -587305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -587306.375000 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -587306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587306.437500 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -587306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -587307.625000 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -587307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -587308.375000 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -587308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -587309.687500 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -587309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -587309.937500 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -587309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -587309.937500 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -587309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -902550.625000 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -902550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -896783.812500 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -896783.8 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -898436.812500 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -898436.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -898777.937500 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -898777.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -899034.562500 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -899034.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -899218.062500 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -899218.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -899390.312500 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -899390.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -899552.437500 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -899552.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -899709.187500 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -899709.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -899855.312500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -899855.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -899995.625000 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -899995.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -900152.125000 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -900152.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -900298.187500 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -900298.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -900437.125000 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -900437.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -900538.375000 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -900538.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -900625.375000 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -900625.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -900703.875000 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -900703.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -900778.250000 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -900778.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -900841.750000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -900841.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -900882.437500 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -900882.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -900909.187500 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -900909.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -900930.000000 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -900930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -900946.937500 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -900946.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -900957.937500 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -900957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -900967.937500 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -900967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -900976.937500 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -900976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -900984.375000 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -900984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -900985.750000 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -900985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -900988.125000 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -900988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -900989.562500 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -900989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -900990.062500 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -900990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -900991.000000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -900991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -900991.000000 Penalty: 4396.423340
	Iteration 31F: 3 clusters Score -900991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Entering Unmasked Estep 
Score: -12944449.000000 Penalty: 2841.946289
	Iteration 0F: 2 clusters Score -1.294445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -12880937.000000 Penalty: 5683.892578
	Iteration 0F: 3 clusters Score -1.288094e+07 nChanged 45018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -12906204.000000 Penalty: 5683.892578
	Iteration 1F: 3 clusters Score -1.29062e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -12906890.000000 Penalty: 5683.892578
	Iteration 2Q: 3 clusters Score -1.290689e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -12907639.000000 Penalty: 5683.892578
	Iteration 3Q: 3 clusters Score -1.290764e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -12908556.000000 Penalty: 5683.892578
	Iteration 4Q: 3 clusters Score -1.290856e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -12909777.000000 Penalty: 5683.892578
	Iteration 5Q: 3 clusters Score -1.290978e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -12911495.000000 Penalty: 5683.892578
	Iteration 6Q: 3 clusters Score -1.29115e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -12914110.000000 Penalty: 5683.892578
	Iteration 7F: 3 clusters Score -1.291411e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -12917894.000000 Penalty: 5683.892578
	Iteration 8F: 3 clusters Score -1.291789e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -12923077.000000 Penalty: 5683.892578
	Iteration 9F: 3 clusters Score -1.292308e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -12929213.000000 Penalty: 5683.892578
	Iteration 10F: 3 clusters Score -1.292921e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -12934171.000000 Penalty: 5683.892578
	Iteration 11F: 3 clusters Score -1.293417e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -12937339.000000 Penalty: 5683.892578
	Iteration 12Q: 3 clusters Score -1.293734e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -12939289.000000 Penalty: 5683.892578
	Iteration 13Q: 3 clusters Score -1.293929e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -12940470.000000 Penalty: 5683.892578
	Iteration 14Q: 3 clusters Score -1.294047e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -12941111.000000 Penalty: 5683.892578
	Iteration 15Q: 3 clusters Score -1.294111e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -12941471.000000 Penalty: 5683.892578
	Iteration 16Q: 3 clusters Score -1.294147e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -12941723.000000 Penalty: 5683.892578
	Iteration 17Q: 3 clusters Score -1.294172e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -12941818.000000 Penalty: 5683.892578
	Iteration 18Q: 3 clusters Score -1.294182e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -12941914.000000 Penalty: 5683.892578
	Iteration 19Q: 3 clusters Score -1.294191e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -12941982.000000 Penalty: 5683.892578
	Iteration 20F: 3 clusters Score -1.294198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -12942023.000000 Penalty: 5683.892578
	Iteration 21Q: 3 clusters Score -1.294202e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -12942057.000000 Penalty: 5683.892578
	Iteration 22Q: 3 clusters Score -1.294206e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -12942092.000000 Penalty: 5683.892578
	Iteration 23Q: 3 clusters Score -1.294209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -12942111.000000 Penalty: 5683.892578
	Iteration 24Q: 3 clusters Score -1.294211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -12942117.000000 Penalty: 5683.892578
	Iteration 25Q: 3 clusters Score -1.294212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -12942148.000000 Penalty: 5683.892578
	Iteration 26Q: 3 clusters Score -1.294215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -12942153.000000 Penalty: 5683.892578
	Iteration 27Q: 3 clusters Score -1.294215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -12942157.000000 Penalty: 5683.892578
	Iteration 28Q: 3 clusters Score -1.294216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -12942188.000000 Penalty: 5683.892578
	Iteration 29Q: 3 clusters Score -1.294219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -12942179.000000 Penalty: 5683.892578
	Iteration 30Q: 3 clusters Score -1.294218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -12942186.000000 Penalty: 5683.892578
	Iteration 31Q: 3 clusters Score -1.294219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -12942173.000000 Penalty: 5683.892578
	Iteration 32Q: 3 clusters Score -1.294217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -12942181.000000 Penalty: 5683.892578
	Iteration 33Q: 3 clusters Score -1.294218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -12942192.000000 Penalty: 5683.892578
	Iteration 34Q: 3 clusters Score -1.294219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -12942190.000000 Penalty: 5683.892578
	Iteration 35Q: 3 clusters Score -1.294219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -12942183.000000 Penalty: 5683.892578
	Iteration 36Q: 3 clusters Score -1.294218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -12942209.000000 Penalty: 5683.892578
	Iteration 37Q: 3 clusters Score -1.294221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -12942223.000000 Penalty: 5683.892578
	Iteration 38Q: 3 clusters Score -1.294222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -12942213.000000 Penalty: 5683.892578
	Iteration 39Q: 3 clusters Score -1.294221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -12942213.000000 Penalty: 5683.892578
	Iteration 40F: 3 clusters Score -1.294221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -12942210.000000 Penalty: 5683.892578
	Iteration 41Q: 3 clusters Score -1.294221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -12942210.000000 Penalty: 5683.892578
	Iteration 42F: 3 clusters Score -1.294221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Entering Unmasked Estep 
Score: -12033817.000000 Penalty: 2824.885498
	Iteration 0F: 2 clusters Score -1.203382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -11974361.000000 Penalty: 5649.770996
	Iteration 0F: 3 clusters Score -1.197436e+07 nChanged 41758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -11998302.000000 Penalty: 5649.770996
	Iteration 1F: 3 clusters Score -1.19983e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -11999306.000000 Penalty: 5649.770996
	Iteration 2Q: 3 clusters Score -1.199931e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -12000848.000000 Penalty: 5649.770996
	Iteration 3Q: 3 clusters Score -1.200085e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -12003440.000000 Penalty: 5649.770996
	Iteration 4F: 3 clusters Score -1.200344e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -12008050.000000 Penalty: 5649.770996
	Iteration 5F: 3 clusters Score -1.200805e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -12014649.000000 Penalty: 5649.770996
	Iteration 6F: 3 clusters Score -1.201465e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -12021928.000000 Penalty: 5649.770996
	Iteration 7F: 3 clusters Score -1.202193e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -12027122.000000 Penalty: 5649.770996
	Iteration 8F: 3 clusters Score -1.202712e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -12029621.000000 Penalty: 5649.770996
	Iteration 9Q: 3 clusters Score -1.202962e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -12030602.000000 Penalty: 5649.770996
	Iteration 10Q: 3 clusters Score -1.20306e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -12030961.000000 Penalty: 5649.770996
	Iteration 11Q: 3 clusters Score -1.203096e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -12031113.000000 Penalty: 5649.770996
	Iteration 12Q: 3 clusters Score -1.203111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -12031174.000000 Penalty: 5649.770996
	Iteration 13Q: 3 clusters Score -1.203117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -12031185.000000 Penalty: 5649.770996
	Iteration 14Q: 3 clusters Score -1.203118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -12031208.000000 Penalty: 5649.770996
	Iteration 15Q: 3 clusters Score -1.203121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -12031229.000000 Penalty: 5649.770996
	Iteration 16Q: 3 clusters Score -1.203123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -12031220.000000 Penalty: 5649.770996
	Iteration 17Q: 3 clusters Score -1.203122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -12031224.000000 Penalty: 5649.770996
	Iteration 18Q: 3 clusters Score -1.203122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -12031235.000000 Penalty: 5649.770996
	Iteration 19Q: 3 clusters Score -1.203124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -12031249.000000 Penalty: 5649.770996
	Iteration 20F: 3 clusters Score -1.203125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -12031244.000000 Penalty: 5649.770996
	Iteration 21Q: 3 clusters Score -1.203124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -12031244.000000 Penalty: 5649.770996
	Iteration 22F: 3 clusters Score -1.203124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -43650.203125 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -43650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42388.664062 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -42388.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42667.394531 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -42667.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42769.289062 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -42769.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42933.437500 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -42933.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43036.031250 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -43036.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43153.878906 Penalty: 2955.378662
	Iteration 5F: 3 clusters Score -43153.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43219.726562 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -43219.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -43257.660156 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -43257.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43260.429688 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -43260.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43260.429688 Penalty: 2955.378662
	Iteration 9F: 3 clusters Score -43260.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -880070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -874523.000000 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -874523 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -875925.375000 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -875925.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -876194.875000 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -876194.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -876393.750000 Penalty: 4360.351074
	Iteration 3F: 3 clusters Score -876393.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -876535.750000 Penalty: 4360.351074
	Iteration 4Q: 3 clusters Score -876535.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -876616.875000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -876616.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -876677.812500 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -876677.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -876730.875000 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -876730.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -876786.312500 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -876786.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -876838.062500 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -876838.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -876890.437500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -876890.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -876945.312500 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -876945.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -876988.125000 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -876988.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -877019.250000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -877019.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -877055.750000 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -877055.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -877097.625000 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -877097.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -877145.312500 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -877145.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -877187.625000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -877187.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -877233.062500 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -877233.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -877275.937500 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -877275.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -877311.125000 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -877311.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -877344.500000 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -877344.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -877379.687500 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -877379.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -877413.187500 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -877413.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -877451.000000 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -877451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -877486.437500 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -877486.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -877519.500000 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -877519.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -877561.062500 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -877561.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -877604.625000 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -877604.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -877646.312500 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -877646.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -877685.687500 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -877685.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -877719.000000 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -877719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -877750.812500 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -877750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -877778.375000 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -877778.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -877811.625000 Penalty: 4360.351074
	Iteration 34Q: 3 clusters Score -877811.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -877858.500000 Penalty: 4360.351074
	Iteration 35Q: 3 clusters Score -877858.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -877893.000000 Penalty: 4360.351074
	Iteration 36Q: 3 clusters Score -877893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -877940.187500 Penalty: 4360.351074
	Iteration 37Q: 3 clusters Score -877940.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -877975.250000 Penalty: 4360.351074
	Iteration 38Q: 3 clusters Score -877975.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -878012.187500 Penalty: 4360.351074
	Iteration 39Q: 3 clusters Score -878012.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -878047.125000 Penalty: 4360.351074
	Iteration 40F: 3 clusters Score -878047.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -878086.312500 Penalty: 4360.351074
	Iteration 41Q: 3 clusters Score -878086.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -878118.750000 Penalty: 4360.351074
	Iteration 42Q: 3 clusters Score -878118.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -878143.937500 Penalty: 4360.351074
	Iteration 43Q: 3 clusters Score -878143.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -878167.562500 Penalty: 4360.351074
	Iteration 44Q: 3 clusters Score -878167.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -878196.000000 Penalty: 4360.351074
	Iteration 45Q: 3 clusters Score -878196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -878215.000000 Penalty: 4360.351074
	Iteration 46Q: 3 clusters Score -878215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -878234.625000 Penalty: 4360.351074
	Iteration 47Q: 3 clusters Score -878234.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -878246.250000 Penalty: 4360.351074
	Iteration 48Q: 3 clusters Score -878246.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -878254.312500 Penalty: 4360.351074
	Iteration 49Q: 3 clusters Score -878254.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -878261.687500 Penalty: 4360.351074
	Iteration 50Q: 3 clusters Score -878261.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -878267.125000 Penalty: 4360.351074
	Iteration 51Q: 3 clusters Score -878267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -878273.687500 Penalty: 4360.351074
	Iteration 52Q: 3 clusters Score -878273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -878277.375000 Penalty: 4360.351074
	Iteration 53Q: 3 clusters Score -878277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -878278.062500 Penalty: 4360.351074
	Iteration 54Q: 3 clusters Score -878278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -878280.875000 Penalty: 4360.351074
	Iteration 55Q: 3 clusters Score -878280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -878287.187500 Penalty: 4360.351074
	Iteration 56Q: 3 clusters Score -878287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -878294.000000 Penalty: 4360.351074
	Iteration 57Q: 3 clusters Score -878294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -878298.437500 Penalty: 4360.351074
	Iteration 58Q: 3 clusters Score -878298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -878301.187500 Penalty: 4360.351074
	Iteration 59Q: 3 clusters Score -878301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -878304.937500 Penalty: 4360.351074
	Iteration 60F: 3 clusters Score -878304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -878308.437500 Penalty: 4360.351074
	Iteration 61Q: 3 clusters Score -878308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -878309.437500 Penalty: 4360.351074
	Iteration 62Q: 3 clusters Score -878309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -878312.437500 Penalty: 4360.351074
	Iteration 63Q: 3 clusters Score -878312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -878314.562500 Penalty: 4360.351074
	Iteration 64Q: 3 clusters Score -878314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -878317.812500 Penalty: 4360.351074
	Iteration 65Q: 3 clusters Score -878317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -878319.625000 Penalty: 4360.351074
	Iteration 66Q: 3 clusters Score -878319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -878319.812500 Penalty: 4360.351074
	Iteration 67Q: 3 clusters Score -878319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -878321.500000 Penalty: 4360.351074
	Iteration 68Q: 3 clusters Score -878321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -878323.312500 Penalty: 4360.351074
	Iteration 69Q: 3 clusters Score -878323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -878323.312500 Penalty: 4360.351074
	Iteration 70F: 3 clusters Score -878323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -831365.750000 Penalty: 2164.810303
	Iteration 0F: 2 clusters Score -831365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -826104.062500 Penalty: 4329.620605
	Iteration 0F: 3 clusters Score -826104.1 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -827423.250000 Penalty: 4329.620605
	Iteration 1F: 3 clusters Score -827423.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -827680.937500 Penalty: 4329.620605
	Iteration 2F: 3 clusters Score -827680.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -827879.312500 Penalty: 4329.620605
	Iteration 3F: 3 clusters Score -827879.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -828036.375000 Penalty: 4329.620605
	Iteration 4Q: 3 clusters Score -828036.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -828192.687500 Penalty: 4329.620605
	Iteration 5Q: 3 clusters Score -828192.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -828350.875000 Penalty: 4329.620605
	Iteration 6Q: 3 clusters Score -828350.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -828522.062500 Penalty: 4329.620605
	Iteration 7Q: 3 clusters Score -828522.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -828726.812500 Penalty: 4329.620605
	Iteration 8Q: 3 clusters Score -828726.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -828905.312500 Penalty: 4329.620605
	Iteration 9Q: 3 clusters Score -828905.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -829031.562500 Penalty: 4329.620605
	Iteration 10Q: 3 clusters Score -829031.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -829157.312500 Penalty: 4329.620605
	Iteration 11Q: 3 clusters Score -829157.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -829297.125000 Penalty: 4329.620605
	Iteration 12Q: 3 clusters Score -829297.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -829408.500000 Penalty: 4329.620605
	Iteration 13Q: 3 clusters Score -829408.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -829510.125000 Penalty: 4329.620605
	Iteration 14Q: 3 clusters Score -829510.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -829623.437500 Penalty: 4329.620605
	Iteration 15Q: 3 clusters Score -829623.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -829751.687500 Penalty: 4329.620605
	Iteration 16Q: 3 clusters Score -829751.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -829856.250000 Penalty: 4329.620605
	Iteration 17Q: 3 clusters Score -829856.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -829926.062500 Penalty: 4329.620605
	Iteration 18Q: 3 clusters Score -829926.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -829969.375000 Penalty: 4329.620605
	Iteration 19Q: 3 clusters Score -829969.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -830004.187500 Penalty: 4329.620605
	Iteration 20F: 3 clusters Score -830004.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -830044.187500 Penalty: 4329.620605
	Iteration 21Q: 3 clusters Score -830044.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -830085.375000 Penalty: 4329.620605
	Iteration 22Q: 3 clusters Score -830085.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -830125.250000 Penalty: 4329.620605
	Iteration 23Q: 3 clusters Score -830125.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -830153.750000 Penalty: 4329.620605
	Iteration 24Q: 3 clusters Score -830153.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -830179.000000 Penalty: 4329.620605
	Iteration 25Q: 3 clusters Score -830179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -830203.437500 Penalty: 4329.620605
	Iteration 26Q: 3 clusters Score -830203.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -830230.250000 Penalty: 4329.620605
	Iteration 27Q: 3 clusters Score -830230.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -830263.937500 Penalty: 4329.620605
	Iteration 28Q: 3 clusters Score -830263.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -830287.000000 Penalty: 4329.620605
	Iteration 29Q: 3 clusters Score -830287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -830321.625000 Penalty: 4329.620605
	Iteration 30Q: 3 clusters Score -830321.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -830371.437500 Penalty: 4329.620605
	Iteration 31Q: 3 clusters Score -830371.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -830405.187500 Penalty: 4329.620605
	Iteration 32Q: 3 clusters Score -830405.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -830436.125000 Penalty: 4329.620605
	Iteration 33Q: 3 clusters Score -830436.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -830457.125000 Penalty: 4329.620605
	Iteration 34Q: 3 clusters Score -830457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -830478.125000 Penalty: 4329.620605
	Iteration 35Q: 3 clusters Score -830478.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -830494.375000 Penalty: 4329.620605
	Iteration 36Q: 3 clusters Score -830494.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -830509.062500 Penalty: 4329.620605
	Iteration 37Q: 3 clusters Score -830509.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -830529.937500 Penalty: 4329.620605
	Iteration 38Q: 3 clusters Score -830529.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -830546.062500 Penalty: 4329.620605
	Iteration 39Q: 3 clusters Score -830546.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -830561.187500 Penalty: 4329.620605
	Iteration 40F: 3 clusters Score -830561.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -830574.375000 Penalty: 4329.620605
	Iteration 41Q: 3 clusters Score -830574.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -830587.875000 Penalty: 4329.620605
	Iteration 42Q: 3 clusters Score -830587.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -830601.750000 Penalty: 4329.620605
	Iteration 43Q: 3 clusters Score -830601.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -830614.062500 Penalty: 4329.620605
	Iteration 44Q: 3 clusters Score -830614.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -830625.250000 Penalty: 4329.620605
	Iteration 45Q: 3 clusters Score -830625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -830633.750000 Penalty: 4329.620605
	Iteration 46Q: 3 clusters Score -830633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -830641.375000 Penalty: 4329.620605
	Iteration 47Q: 3 clusters Score -830641.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -830644.687500 Penalty: 4329.620605
	Iteration 48Q: 3 clusters Score -830644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -830653.875000 Penalty: 4329.620605
	Iteration 49Q: 3 clusters Score -830653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -830654.875000 Penalty: 4329.620605
	Iteration 50Q: 3 clusters Score -830654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -830656.437500 Penalty: 4329.620605
	Iteration 51Q: 3 clusters Score -830656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -830658.625000 Penalty: 4329.620605
	Iteration 52Q: 3 clusters Score -830658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -830658.562500 Penalty: 4329.620605
	Iteration 53Q: 3 clusters Score -830658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -830659.187500 Penalty: 4329.620605
	Iteration 54Q: 3 clusters Score -830659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -830659.187500 Penalty: 4329.620605
	Iteration 55F: 3 clusters Score -830659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Entering Unmasked Estep 
Score: -10145967.000000 Penalty: 2787.073486
	Iteration 0F: 2 clusters Score -1.014597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -10095155.000000 Penalty: 5574.146973
	Iteration 0F: 3 clusters Score -1.009516e+07 nChanged 35516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -10114916.000000 Penalty: 5574.146973
	Iteration 1F: 3 clusters Score -1.011492e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -10115566.000000 Penalty: 5574.146973
	Iteration 2Q: 3 clusters Score -1.011557e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -10116493.000000 Penalty: 5574.146973
	Iteration 3Q: 3 clusters Score -1.011649e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -10117717.000000 Penalty: 5574.146973
	Iteration 4Q: 3 clusters Score -1.011772e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -10119678.000000 Penalty: 5574.146973
	Iteration 5F: 3 clusters Score -1.011968e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -10122948.000000 Penalty: 5574.146973
	Iteration 6F: 3 clusters Score -1.012295e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -10127896.000000 Penalty: 5574.146973
	Iteration 7F: 3 clusters Score -1.01279e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -10134151.000000 Penalty: 5574.146973
	Iteration 8F: 3 clusters Score -1.013415e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -10139243.000000 Penalty: 5574.146973
	Iteration 9F: 3 clusters Score -1.013924e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -10141821.000000 Penalty: 5574.146973
	Iteration 10Q: 3 clusters Score -1.014182e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -10142820.000000 Penalty: 5574.146973
	Iteration 11Q: 3 clusters Score -1.014282e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -10143145.000000 Penalty: 5574.146973
	Iteration 12Q: 3 clusters Score -1.014314e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -10143287.000000 Penalty: 5574.146973
	Iteration 13Q: 3 clusters Score -1.014329e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -10143366.000000 Penalty: 5574.146973
	Iteration 14Q: 3 clusters Score -1.014337e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -10143437.000000 Penalty: 5574.146973
	Iteration 15Q: 3 clusters Score -1.014344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -10143453.000000 Penalty: 5574.146973
	Iteration 16Q: 3 clusters Score -1.014345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -10143477.000000 Penalty: 5574.146973
	Iteration 17Q: 3 clusters Score -1.014348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10143487.000000 Penalty: 5574.146973
	Iteration 18Q: 3 clusters Score -1.014349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -10143517.000000 Penalty: 5574.146973
	Iteration 19Q: 3 clusters Score -1.014352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10143515.000000 Penalty: 5574.146973
	Iteration 20F: 3 clusters Score -1.014352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10143522.000000 Penalty: 5574.146973
	Iteration 21Q: 3 clusters Score -1.014352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -10143517.000000 Penalty: 5574.146973
	Iteration 22Q: 3 clusters Score -1.014352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10143527.000000 Penalty: 5574.146973
	Iteration 23Q: 3 clusters Score -1.014353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10143524.000000 Penalty: 5574.146973
	Iteration 24Q: 3 clusters Score -1.014352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10143530.000000 Penalty: 5574.146973
	Iteration 25Q: 3 clusters Score -1.014353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10143530.000000 Penalty: 5574.146973
	Iteration 26F: 3 clusters Score -1.014353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (202044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202044 members 
Entering Unmasked Estep 
Score: -27657306.000000 Penalty: 3029.627686
	Iteration 0F: 2 clusters Score -2.765731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -27530984.000000 Penalty: 6059.255371
	Iteration 0F: 3 clusters Score -2.753098e+07 nChanged 97100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -27587416.000000 Penalty: 6059.255371
	Iteration 1F: 3 clusters Score -2.758742e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -27588674.000000 Penalty: 6059.255371
	Iteration 2Q: 3 clusters Score -2.758867e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -27590192.000000 Penalty: 6059.255371
	Iteration 3Q: 3 clusters Score -2.759019e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -27592156.000000 Penalty: 6059.255371
	Iteration 4Q: 3 clusters Score -2.759216e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -27595536.000000 Penalty: 6059.255371
	Iteration 5Q: 3 clusters Score -2.759554e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -27601520.000000 Penalty: 6059.255371
	Iteration 6F: 3 clusters Score -2.760152e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -27612384.000000 Penalty: 6059.255371
	Iteration 7F: 3 clusters Score -2.761238e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165226 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -27627804.000000 Penalty: 6059.255371
	Iteration 8F: 3 clusters Score -2.76278e+07 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -27642794.000000 Penalty: 6059.255371
	Iteration 9F: 3 clusters Score -2.764279e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -27650860.000000 Penalty: 6059.255371
	Iteration 10F: 3 clusters Score -2.765086e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200193 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -27653562.000000 Penalty: 6059.255371
	Iteration 11Q: 3 clusters Score -2.765356e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -27654264.000000 Penalty: 6059.255371
	Iteration 12Q: 3 clusters Score -2.765426e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27654454.000000 Penalty: 6059.255371
	Iteration 13Q: 3 clusters Score -2.765445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201802 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27654554.000000 Penalty: 6059.255371
	Iteration 14Q: 3 clusters Score -2.765455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27654598.000000 Penalty: 6059.255371
	Iteration 15Q: 3 clusters Score -2.76546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201838 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27654624.000000 Penalty: 6059.255371
	Iteration 16Q: 3 clusters Score -2.765462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201844 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27654614.000000 Penalty: 6059.255371
	Iteration 17Q: 3 clusters Score -2.765461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27654610.000000 Penalty: 6059.255371
	Iteration 18Q: 3 clusters Score -2.765461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201852 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27654638.000000 Penalty: 6059.255371
	Iteration 19Q: 3 clusters Score -2.765464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201853 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27654626.000000 Penalty: 6059.255371
	Iteration 20F: 3 clusters Score -2.765463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -140488.593750 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -140488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138473.203125 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -138473.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138963.265625 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -138963.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139095.531250 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -139095.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139202.078125 Penalty: 3507.079102
	Iteration 3F: 3 clusters Score -139202.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139265.796875 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -139265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139316.750000 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -139316.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139366.796875 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -139366.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139396.406250 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -139396.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139419.765625 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -139419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139443.546875 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -139443.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139466.593750 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -139466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139481.390625 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -139481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139498.093750 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -139498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -139512.875000 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -139512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139529.906250 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -139529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139553.593750 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -139553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -139573.234375 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -139573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139582.562500 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -139582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -139598.125000 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -139598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -139612.140625 Penalty: 3507.079102
	Iteration 19Q: 3 clusters Score -139612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139625.093750 Penalty: 3507.079102
	Iteration 20F: 3 clusters Score -139625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139637.093750 Penalty: 3507.079102
	Iteration 21Q: 3 clusters Score -139637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139649.296875 Penalty: 3507.079102
	Iteration 22Q: 3 clusters Score -139649.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139655.093750 Penalty: 3507.079102
	Iteration 23Q: 3 clusters Score -139655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139657.078125 Penalty: 3507.079102
	Iteration 24Q: 3 clusters Score -139657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139660.296875 Penalty: 3507.079102
	Iteration 25Q: 3 clusters Score -139660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -139660.750000 Penalty: 3507.079102
	Iteration 26Q: 3 clusters Score -139660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -139660.750000 Penalty: 3507.079102
	Iteration 27F: 3 clusters Score -139660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -4192202.000000 Penalty: 2559.431396
	Iteration 0F: 2 clusters Score -4192202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4171470.250000 Penalty: 5118.862793
	Iteration 0F: 3 clusters Score -4171470 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4178876.500000 Penalty: 5118.862793
	Iteration 1F: 3 clusters Score -4178876 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4179269.000000 Penalty: 5118.862793
	Iteration 2Q: 3 clusters Score -4179269 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4179632.000000 Penalty: 5118.862793
	Iteration 3Q: 3 clusters Score -4179632 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4179943.500000 Penalty: 5118.862793
	Iteration 4Q: 3 clusters Score -4179944 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4180215.000000 Penalty: 5118.862793
	Iteration 5Q: 3 clusters Score -4180215 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4180460.750000 Penalty: 5118.862793
	Iteration 6Q: 3 clusters Score -4180461 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4180677.000000 Penalty: 5118.862793
	Iteration 7Q: 3 clusters Score -4180677 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4180895.750000 Penalty: 5118.862793
	Iteration 8Q: 3 clusters Score -4180896 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4181167.000000 Penalty: 5118.862793
	Iteration 9Q: 3 clusters Score -4181167 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4181444.000000 Penalty: 5118.862793
	Iteration 10Q: 3 clusters Score -4181444 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4181785.000000 Penalty: 5118.862793
	Iteration 11Q: 3 clusters Score -4181785 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4182291.000000 Penalty: 5118.862793
	Iteration 12Q: 3 clusters Score -4182291 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4182939.000000 Penalty: 5118.862793
	Iteration 13Q: 3 clusters Score -4182939 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4183690.000000 Penalty: 5118.862793
	Iteration 14Q: 3 clusters Score -4183690 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4184524.750000 Penalty: 5118.862793
	Iteration 15Q: 3 clusters Score -4184525 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4185227.750000 Penalty: 5118.862793
	Iteration 16Q: 3 clusters Score -4185228 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4185703.250000 Penalty: 5118.862793
	Iteration 17Q: 3 clusters Score -4185703 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4185964.500000 Penalty: 5118.862793
	Iteration 18Q: 3 clusters Score -4185964 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4186126.500000 Penalty: 5118.862793
	Iteration 19Q: 3 clusters Score -4186126 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4186235.500000 Penalty: 5118.862793
	Iteration 20F: 3 clusters Score -4186236 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4186357.500000 Penalty: 5118.862793
	Iteration 21Q: 3 clusters Score -4186358 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4186475.000000 Penalty: 5118.862793
	Iteration 22Q: 3 clusters Score -4186475 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4186587.000000 Penalty: 5118.862793
	Iteration 23Q: 3 clusters Score -4186587 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4186722.750000 Penalty: 5118.862793
	Iteration 24Q: 3 clusters Score -4186723 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4186860.000000 Penalty: 5118.862793
	Iteration 25Q: 3 clusters Score -4186860 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4187008.250000 Penalty: 5118.862793
	Iteration 26Q: 3 clusters Score -4187008 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4187173.000000 Penalty: 5118.862793
	Iteration 27Q: 3 clusters Score -4187173 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4187331.250000 Penalty: 5118.862793
	Iteration 28Q: 3 clusters Score -4187331 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4187515.000000 Penalty: 5118.862793
	Iteration 29Q: 3 clusters Score -4187515 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4187684.000000 Penalty: 5118.862793
	Iteration 30Q: 3 clusters Score -4187684 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4187876.250000 Penalty: 5118.862793
	Iteration 31Q: 3 clusters Score -4187876 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4188050.000000 Penalty: 5118.862793
	Iteration 32Q: 3 clusters Score -4188050 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4188225.000000 Penalty: 5118.862793
	Iteration 33Q: 3 clusters Score -4188225 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4188389.000000 Penalty: 5118.862793
	Iteration 34Q: 3 clusters Score -4188389 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4188535.500000 Penalty: 5118.862793
	Iteration 35Q: 3 clusters Score -4188536 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4188678.000000 Penalty: 5118.862793
	Iteration 36Q: 3 clusters Score -4188678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4188786.750000 Penalty: 5118.862793
	Iteration 37Q: 3 clusters Score -4188787 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4188913.000000 Penalty: 5118.862793
	Iteration 38Q: 3 clusters Score -4188913 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4189030.500000 Penalty: 5118.862793
	Iteration 39Q: 3 clusters Score -4189030 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4189123.250000 Penalty: 5118.862793
	Iteration 40F: 3 clusters Score -4189123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4189232.250000 Penalty: 5118.862793
	Iteration 41Q: 3 clusters Score -4189232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4189293.000000 Penalty: 5118.862793
	Iteration 42Q: 3 clusters Score -4189293 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4189358.250000 Penalty: 5118.862793
	Iteration 43Q: 3 clusters Score -4189358 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4189419.500000 Penalty: 5118.862793
	Iteration 44Q: 3 clusters Score -4189420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4189458.750000 Penalty: 5118.862793
	Iteration 45Q: 3 clusters Score -4189459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4189507.000000 Penalty: 5118.862793
	Iteration 46Q: 3 clusters Score -4189507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4189539.000000 Penalty: 5118.862793
	Iteration 47Q: 3 clusters Score -4189539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4189564.500000 Penalty: 5118.862793
	Iteration 48Q: 3 clusters Score -4189564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4189609.000000 Penalty: 5118.862793
	Iteration 49Q: 3 clusters Score -4189609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4189649.750000 Penalty: 5118.862793
	Iteration 50Q: 3 clusters Score -4189650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4189680.500000 Penalty: 5118.862793
	Iteration 51Q: 3 clusters Score -4189680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4189708.250000 Penalty: 5118.862793
	Iteration 52Q: 3 clusters Score -4189708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4189742.500000 Penalty: 5118.862793
	Iteration 53Q: 3 clusters Score -4189742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4189772.500000 Penalty: 5118.862793
	Iteration 54Q: 3 clusters Score -4189772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4189778.250000 Penalty: 5118.862793
	Iteration 55Q: 3 clusters Score -4189778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4189788.750000 Penalty: 5118.862793
	Iteration 56Q: 3 clusters Score -4189789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4189801.500000 Penalty: 5118.862793
	Iteration 57Q: 3 clusters Score -4189802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4189808.500000 Penalty: 5118.862793
	Iteration 58Q: 3 clusters Score -4189808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4189819.000000 Penalty: 5118.862793
	Iteration 59Q: 3 clusters Score -4189819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4189822.500000 Penalty: 5118.862793
	Iteration 60F: 3 clusters Score -4189822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4189834.000000 Penalty: 5118.862793
	Iteration 61Q: 3 clusters Score -4189834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4189837.500000 Penalty: 5118.862793
	Iteration 62Q: 3 clusters Score -4189838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4189845.000000 Penalty: 5118.862793
	Iteration 63Q: 3 clusters Score -4189845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4189853.000000 Penalty: 5118.862793
	Iteration 64Q: 3 clusters Score -4189853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4189859.000000 Penalty: 5118.862793
	Iteration 65Q: 3 clusters Score -4189859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4189862.000000 Penalty: 5118.862793
	Iteration 66Q: 3 clusters Score -4189862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4189871.500000 Penalty: 5118.862793
	Iteration 67Q: 3 clusters Score -4189872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4189883.500000 Penalty: 5118.862793
	Iteration 68Q: 3 clusters Score -4189884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4189887.000000 Penalty: 5118.862793
	Iteration 69Q: 3 clusters Score -4189887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4189893.750000 Penalty: 5118.862793
	Iteration 70Q: 3 clusters Score -4189894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4189897.250000 Penalty: 5118.862793
	Iteration 71Q: 3 clusters Score -4189897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4189894.250000 Penalty: 5118.862793
	Iteration 72Q: 3 clusters Score -4189894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4189899.250000 Penalty: 5118.862793
	Iteration 73Q: 3 clusters Score -4189899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4189897.750000 Penalty: 5118.862793
	Iteration 74Q: 3 clusters Score -4189898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4189897.750000 Penalty: 5118.862793
	Iteration 75F: 3 clusters Score -4189898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86390.789062 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86390.79 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 335 members 
Entering Unmasked Estep 
Score: -84736.546875 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84736.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84953.640625 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84953.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85041.953125 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -85041.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85087.351562 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -85087.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85111.789062 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -85111.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85129.007812 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -85129.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85148.648438 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -85148.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85166.484375 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -85166.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85180.015625 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -85180.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85194.226562 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -85194.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85200.390625 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -85200.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85204.523438 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -85204.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85206.546875 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -85206.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85212.109375 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -85212.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85219.835938 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -85219.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85231.250000 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -85231.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85255.773438 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -85255.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85301.625000 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -85301.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85372.585938 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -85372.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85407.593750 Penalty: 3228.349365
	Iteration 19Q: 3 clusters Score -85407.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85433.296875 Penalty: 3228.349365
	Iteration 20F: 3 clusters Score -85433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85460.828125 Penalty: 3228.349365
	Iteration 21Q: 3 clusters Score -85460.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85478.664062 Penalty: 3228.349365
	Iteration 22Q: 3 clusters Score -85478.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85490.750000 Penalty: 3228.349365
	Iteration 23Q: 3 clusters Score -85490.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85502.554688 Penalty: 3228.349365
	Iteration 24Q: 3 clusters Score -85502.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85511.539062 Penalty: 3228.349365
	Iteration 25Q: 3 clusters Score -85511.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85511.882812 Penalty: 3228.349365
	Iteration 26Q: 3 clusters Score -85511.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85511.882812 Penalty: 3228.349365
	Iteration 27F: 3 clusters Score -85511.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41209.125000 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41209.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39864.628906 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39864.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40052.304688 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -40052.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40182.097656 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -40182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40285.996094 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40415.312500 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40415.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40460.867188 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40460.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40483.296875 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -40483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40503.386719 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -40503.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40542.429688 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -40542.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40569.648438 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -40569.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40569.648438 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -40569.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -706528.875000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -706528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -701677.875000 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -701677.9 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -702933.625000 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -702933.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -703206.375000 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -703206.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -703418.875000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -703418.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -703613.125000 Penalty: 4282.242188
	Iteration 4Q: 3 clusters Score -703613.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -703812.062500 Penalty: 4282.242188
	Iteration 5Q: 3 clusters Score -703812.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -704016.000000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -704016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -704189.625000 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -704189.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -704364.875000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -704364.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -704557.875000 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -704557.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -704749.250000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -704749.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -704912.062500 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -704912.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -705076.125000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -705076.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -705198.687500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -705198.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -705282.312500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -705282.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -705332.937500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -705332.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -705360.000000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -705360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -705378.125000 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -705378.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -705388.687500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -705388.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705396.687500 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -705396.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -705400.312500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -705400.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -705402.500000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -705402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -705404.437500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -705404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -705407.687500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -705407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -705407.750000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -705407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -705407.125000 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -705407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705410.437500 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -705410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705411.062500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -705411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -705413.875000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -705413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -705412.437500 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -705412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705412.250000 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -705412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -705412.250000 Penalty: 4282.242188
	Iteration 31F: 3 clusters Score -705412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Entering Unmasked Estep 
Score: -8351016.000000 Penalty: 2749.718262
	Iteration 0F: 2 clusters Score -8351016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -8307048.500000 Penalty: 5499.436523
	Iteration 0F: 3 clusters Score -8307048 nChanged 30530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -8324365.000000 Penalty: 5499.436523
	Iteration 1F: 3 clusters Score -8324365 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -8325204.500000 Penalty: 5499.436523
	Iteration 2Q: 3 clusters Score -8325204 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8326115.000000 Penalty: 5499.436523
	Iteration 3Q: 3 clusters Score -8326115 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -8327106.000000 Penalty: 5499.436523
	Iteration 4Q: 3 clusters Score -8327106 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -8328186.500000 Penalty: 5499.436523
	Iteration 5Q: 3 clusters Score -8328186 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -8329692.500000 Penalty: 5499.436523
	Iteration 6Q: 3 clusters Score -8329692 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -8331835.000000 Penalty: 5499.436523
	Iteration 7F: 3 clusters Score -8331835 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -8334828.000000 Penalty: 5499.436523
	Iteration 8F: 3 clusters Score -8334828 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -8338648.500000 Penalty: 5499.436523
	Iteration 9F: 3 clusters Score -8338648 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -8342288.000000 Penalty: 5499.436523
	Iteration 10F: 3 clusters Score -8342288 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -8344932.500000 Penalty: 5499.436523
	Iteration 11Q: 3 clusters Score -8344932 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8346494.500000 Penalty: 5499.436523
	Iteration 12Q: 3 clusters Score -8346494 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8347447.500000 Penalty: 5499.436523
	Iteration 13Q: 3 clusters Score -8347448 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8347935.000000 Penalty: 5499.436523
	Iteration 14Q: 3 clusters Score -8347935 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8348260.500000 Penalty: 5499.436523
	Iteration 15Q: 3 clusters Score -8348260 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8348429.000000 Penalty: 5499.436523
	Iteration 16Q: 3 clusters Score -8348429 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8348551.000000 Penalty: 5499.436523
	Iteration 17Q: 3 clusters Score -8348551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8348619.000000 Penalty: 5499.436523
	Iteration 18Q: 3 clusters Score -8348619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8348687.500000 Penalty: 5499.436523
	Iteration 19Q: 3 clusters Score -8348688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8348713.500000 Penalty: 5499.436523
	Iteration 20F: 3 clusters Score -8348714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8348745.500000 Penalty: 5499.436523
	Iteration 21Q: 3 clusters Score -8348746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8348754.000000 Penalty: 5499.436523
	Iteration 22Q: 3 clusters Score -8348754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8348787.000000 Penalty: 5499.436523
	Iteration 23Q: 3 clusters Score -8348787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8348791.000000 Penalty: 5499.436523
	Iteration 24Q: 3 clusters Score -8348791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8348802.000000 Penalty: 5499.436523
	Iteration 25Q: 3 clusters Score -8348802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8348808.500000 Penalty: 5499.436523
	Iteration 26Q: 3 clusters Score -8348808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8348815.500000 Penalty: 5499.436523
	Iteration 27Q: 3 clusters Score -8348816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8348825.000000 Penalty: 5499.436523
	Iteration 28Q: 3 clusters Score -8348825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8348818.500000 Penalty: 5499.436523
	Iteration 29Q: 3 clusters Score -8348818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8348836.000000 Penalty: 5499.436523
	Iteration 30Q: 3 clusters Score -8348836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8348838.000000 Penalty: 5499.436523
	Iteration 31Q: 3 clusters Score -8348838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8348839.000000 Penalty: 5499.436523
	Iteration 32Q: 3 clusters Score -8348839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8348840.000000 Penalty: 5499.436523
	Iteration 33Q: 3 clusters Score -8348840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8348839.500000 Penalty: 5499.436523
	Iteration 34Q: 3 clusters Score -8348840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8348831.000000 Penalty: 5499.436523
	Iteration 35Q: 3 clusters Score -8348831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8348836.000000 Penalty: 5499.436523
	Iteration 36Q: 3 clusters Score -8348836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8348835.500000 Penalty: 5499.436523
	Iteration 37Q: 3 clusters Score -8348836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8348839.000000 Penalty: 5499.436523
	Iteration 38Q: 3 clusters Score -8348839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8348845.500000 Penalty: 5499.436523
	Iteration 39Q: 3 clusters Score -8348846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8348844.000000 Penalty: 5499.436523
	Iteration 40F: 3 clusters Score -8348844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8348843.000000 Penalty: 5499.436523
	Iteration 41Q: 3 clusters Score -8348843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8348843.500000 Penalty: 5499.436523
	Iteration 42Q: 3 clusters Score -8348844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8348843.500000 Penalty: 5499.436523
	Iteration 43F: 3 clusters Score -8348844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -32503.152344 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -32503.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31256.013672 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -31256.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31349.615234 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31349.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31402.505859 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -31402.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31412.591797 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31412.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31419.230469 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31419.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31427.171875 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -31427.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31432.589844 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -31432.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31432.589844 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -31432.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -324866.031250 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -324866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -321923.406250 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -321923.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -322494.468750 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -322494.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322652.093750 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -322652.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322724.125000 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -322724.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -322770.781250 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -322770.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -322801.406250 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -322801.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322823.500000 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -322823.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -322847.906250 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -322847.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -322881.500000 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -322881.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -322902.656250 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -322902.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322939.437500 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -322939.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -322971.125000 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -322971.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -322993.375000 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -322993.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -323010.000000 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -323010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -323023.125000 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -323023.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323036.312500 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -323036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -323050.593750 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -323050.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -323062.062500 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -323062.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -323069.218750 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -323069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -323078.625000 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -323078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -323094.781250 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -323094.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -323109.781250 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -323109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323121.125000 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -323121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -323129.250000 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -323129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -323135.656250 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -323135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -323143.406250 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -323143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -323153.187500 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -323153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323159.937500 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -323159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -323166.687500 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -323166.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -323172.187500 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -323172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -323173.281250 Penalty: 3876.542725
	Iteration 30Q: 3 clusters Score -323173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -323174.593750 Penalty: 3876.542725
	Iteration 31Q: 3 clusters Score -323174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -323175.375000 Penalty: 3876.542725
	Iteration 32Q: 3 clusters Score -323175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -323175.375000 Penalty: 3876.542725
	Iteration 33F: 3 clusters Score -323175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104877.039062 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104877 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105141.953125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105236.101562 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -105236.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105321.812500 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -105321.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105382.187500 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105427.273438 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105468.859375 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105468.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105529.726562 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105529.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105606.351562 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105683.195312 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105713.515625 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -105713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105747.671875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -105747.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -105786.640625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105829.796875 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105850.398438 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -105850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105880.906250 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105911.734375 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -105911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105918.835938 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -105918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105927.781250 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -105927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105936.882812 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -105936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105936.882812 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -105936.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Entering Unmasked Estep 
Score: -14476884.000000 Penalty: 2871.896729
	Iteration 0F: 2 clusters Score -1.447688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -14405177.000000 Penalty: 5743.793457
	Iteration 0F: 3 clusters Score -1.440518e+07 nChanged 50817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -14434503.000000 Penalty: 5743.793457
	Iteration 1F: 3 clusters Score -1.44345e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -14435144.000000 Penalty: 5743.793457
	Iteration 2Q: 3 clusters Score -1.443514e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -14435630.000000 Penalty: 5743.793457
	Iteration 3Q: 3 clusters Score -1.443563e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -14436186.000000 Penalty: 5743.793457
	Iteration 4Q: 3 clusters Score -1.443619e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -14436830.000000 Penalty: 5743.793457
	Iteration 5Q: 3 clusters Score -1.443683e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -14437507.000000 Penalty: 5743.793457
	Iteration 6Q: 3 clusters Score -1.443751e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -14438215.000000 Penalty: 5743.793457
	Iteration 7Q: 3 clusters Score -1.443822e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -14438962.000000 Penalty: 5743.793457
	Iteration 8Q: 3 clusters Score -1.443896e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -14439842.000000 Penalty: 5743.793457
	Iteration 9Q: 3 clusters Score -1.443984e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -14440989.000000 Penalty: 5743.793457
	Iteration 10Q: 3 clusters Score -1.444099e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -14442213.000000 Penalty: 5743.793457
	Iteration 11Q: 3 clusters Score -1.444221e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -14443883.000000 Penalty: 5743.793457
	Iteration 12Q: 3 clusters Score -1.444388e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -14446132.000000 Penalty: 5743.793457
	Iteration 13Q: 3 clusters Score -1.444613e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -14449082.000000 Penalty: 5743.793457
	Iteration 14Q: 3 clusters Score -1.444908e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -14452186.000000 Penalty: 5743.793457
	Iteration 15Q: 3 clusters Score -1.445219e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -14454370.000000 Penalty: 5743.793457
	Iteration 16Q: 3 clusters Score -1.445437e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -14455358.000000 Penalty: 5743.793457
	Iteration 17Q: 3 clusters Score -1.445536e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -14455678.000000 Penalty: 5743.793457
	Iteration 18Q: 3 clusters Score -1.445568e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -14455832.000000 Penalty: 5743.793457
	Iteration 19Q: 3 clusters Score -1.445583e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -14456010.000000 Penalty: 5743.793457
	Iteration 20F: 3 clusters Score -1.445601e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -14456102.000000 Penalty: 5743.793457
	Iteration 21Q: 3 clusters Score -1.44561e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -14456270.000000 Penalty: 5743.793457
	Iteration 22Q: 3 clusters Score -1.445627e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -14456437.000000 Penalty: 5743.793457
	Iteration 23Q: 3 clusters Score -1.445644e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -14456631.000000 Penalty: 5743.793457
	Iteration 24Q: 3 clusters Score -1.445663e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -14456958.000000 Penalty: 5743.793457
	Iteration 25Q: 3 clusters Score -1.445696e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -14457254.000000 Penalty: 5743.793457
	Iteration 26Q: 3 clusters Score -1.445725e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -14457581.000000 Penalty: 5743.793457
	Iteration 27Q: 3 clusters Score -1.445758e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -14458055.000000 Penalty: 5743.793457
	Iteration 28Q: 3 clusters Score -1.445806e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -14458566.000000 Penalty: 5743.793457
	Iteration 29Q: 3 clusters Score -1.445857e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -14459011.000000 Penalty: 5743.793457
	Iteration 30Q: 3 clusters Score -1.445901e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -14459610.000000 Penalty: 5743.793457
	Iteration 31Q: 3 clusters Score -1.445961e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -14460285.000000 Penalty: 5743.793457
	Iteration 32Q: 3 clusters Score -1.446028e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -14461086.000000 Penalty: 5743.793457
	Iteration 33Q: 3 clusters Score -1.446109e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -14462029.000000 Penalty: 5743.793457
	Iteration 34Q: 3 clusters Score -1.446203e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -14463123.000000 Penalty: 5743.793457
	Iteration 35Q: 3 clusters Score -1.446312e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -14464232.000000 Penalty: 5743.793457
	Iteration 36Q: 3 clusters Score -1.446423e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -14465329.000000 Penalty: 5743.793457
	Iteration 37Q: 3 clusters Score -1.446533e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -14466514.000000 Penalty: 5743.793457
	Iteration 38Q: 3 clusters Score -1.446651e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -14467715.000000 Penalty: 5743.793457
	Iteration 39Q: 3 clusters Score -1.446772e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -14468754.000000 Penalty: 5743.793457
	Iteration 40F: 3 clusters Score -1.446875e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -14469819.000000 Penalty: 5743.793457
	Iteration 41Q: 3 clusters Score -1.446982e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -14470673.000000 Penalty: 5743.793457
	Iteration 42Q: 3 clusters Score -1.447067e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -14471504.000000 Penalty: 5743.793457
	Iteration 43Q: 3 clusters Score -1.44715e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -14472172.000000 Penalty: 5743.793457
	Iteration 44Q: 3 clusters Score -1.447217e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -14472673.000000 Penalty: 5743.793457
	Iteration 45Q: 3 clusters Score -1.447267e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -14473020.000000 Penalty: 5743.793457
	Iteration 46Q: 3 clusters Score -1.447302e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14473322.000000 Penalty: 5743.793457
	Iteration 47Q: 3 clusters Score -1.447332e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14473558.000000 Penalty: 5743.793457
	Iteration 48Q: 3 clusters Score -1.447356e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -14473737.000000 Penalty: 5743.793457
	Iteration 49Q: 3 clusters Score -1.447374e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -14473881.000000 Penalty: 5743.793457
	Iteration 50Q: 3 clusters Score -1.447388e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14474037.000000 Penalty: 5743.793457
	Iteration 51Q: 3 clusters Score -1.447404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14474131.000000 Penalty: 5743.793457
	Iteration 52Q: 3 clusters Score -1.447413e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -14474192.000000 Penalty: 5743.793457
	Iteration 53Q: 3 clusters Score -1.447419e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14474250.000000 Penalty: 5743.793457
	Iteration 54Q: 3 clusters Score -1.447425e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -14474258.000000 Penalty: 5743.793457
	Iteration 55Q: 3 clusters Score -1.447426e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14474297.000000 Penalty: 5743.793457
	Iteration 56Q: 3 clusters Score -1.44743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14474318.000000 Penalty: 5743.793457
	Iteration 57Q: 3 clusters Score -1.447432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14474339.000000 Penalty: 5743.793457
	Iteration 58Q: 3 clusters Score -1.447434e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -14474388.000000 Penalty: 5743.793457
	Iteration 59Q: 3 clusters Score -1.447439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14474399.000000 Penalty: 5743.793457
	Iteration 60F: 3 clusters Score -1.44744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14474421.000000 Penalty: 5743.793457
	Iteration 61Q: 3 clusters Score -1.447442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14474451.000000 Penalty: 5743.793457
	Iteration 62Q: 3 clusters Score -1.447445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14474460.000000 Penalty: 5743.793457
	Iteration 63Q: 3 clusters Score -1.447446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14474444.000000 Penalty: 5743.793457
	Iteration 64Q: 3 clusters Score -1.447444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105654 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14474466.000000 Penalty: 5743.793457
	Iteration 65Q: 3 clusters Score -1.447447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -14474458.000000 Penalty: 5743.793457
	Iteration 66Q: 3 clusters Score -1.447446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14474471.000000 Penalty: 5743.793457
	Iteration 67Q: 3 clusters Score -1.447447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14474477.000000 Penalty: 5743.793457
	Iteration 68Q: 3 clusters Score -1.447448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14474465.000000 Penalty: 5743.793457
	Iteration 69Q: 3 clusters Score -1.447446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14474475.000000 Penalty: 5743.793457
	Iteration 70Q: 3 clusters Score -1.447448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14474482.000000 Penalty: 5743.793457
	Iteration 71Q: 3 clusters Score -1.447448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14474453.000000 Penalty: 5743.793457
	Iteration 72Q: 3 clusters Score -1.447445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14474469.000000 Penalty: 5743.793457
	Iteration 73Q: 3 clusters Score -1.447447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14474479.000000 Penalty: 5743.793457
	Iteration 74Q: 3 clusters Score -1.447448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -14474493.000000 Penalty: 5743.793457
	Iteration 75Q: 3 clusters Score -1.447449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105756 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14474499.000000 Penalty: 5743.793457
	Iteration 76Q: 3 clusters Score -1.44745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14474511.000000 Penalty: 5743.793457
	Iteration 77Q: 3 clusters Score -1.447451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14474515.000000 Penalty: 5743.793457
	Iteration 78Q: 3 clusters Score -1.447452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14474510.000000 Penalty: 5743.793457
	Iteration 79Q: 3 clusters Score -1.447451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14474521.000000 Penalty: 5743.793457
	Iteration 80F: 3 clusters Score -1.447452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14474518.000000 Penalty: 5743.793457
	Iteration 81Q: 3 clusters Score -1.447452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14474522.000000 Penalty: 5743.793457
	Iteration 82Q: 3 clusters Score -1.447452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14474514.000000 Penalty: 5743.793457
	Iteration 83Q: 3 clusters Score -1.447451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -14474522.000000 Penalty: 5743.793457
	Iteration 84Q: 3 clusters Score -1.447452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14474539.000000 Penalty: 5743.793457
	Iteration 85Q: 3 clusters Score -1.447454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14474541.000000 Penalty: 5743.793457
	Iteration 86Q: 3 clusters Score -1.447454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14474541.000000 Penalty: 5743.793457
	Iteration 87F: 3 clusters Score -1.447454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141744.828125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139728.890625 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139728.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140119.906250 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -140119.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140272.578125 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -140272.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140373.328125 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -140373.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140457.078125 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -140457.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140500.171875 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -140500.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140523.796875 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -140523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140535.265625 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -140535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140553.703125 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -140553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140562.250000 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -140562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140564.937500 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -140564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140565.718750 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -140565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140566.578125 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -140566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140570.671875 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -140570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140574.734375 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -140574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140575.328125 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -140575.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140575.328125 Penalty: 3499.007080
	Iteration 16F: 3 clusters Score -140575.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1810276.750000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1810277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1800593.500000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1800594 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1803506.625000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1803507 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1803877.500000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1803878 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1804186.625000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1804187 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1804511.625000 Penalty: 4706.672363
	Iteration 4Q: 3 clusters Score -1804512 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1804804.875000 Penalty: 4706.672363
	Iteration 5Q: 3 clusters Score -1804805 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1805062.500000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1805062 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1805322.375000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1805322 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1805574.375000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1805574 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1805853.375000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1805853 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1806190.000000 Penalty: 4706.672363
	Iteration 10Q: 3 clusters Score -1806190 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1806556.500000 Penalty: 4706.672363
	Iteration 11Q: 3 clusters Score -1806556 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1806962.000000 Penalty: 4706.672363
	Iteration 12Q: 3 clusters Score -1806962 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1807345.125000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1807345 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1807701.000000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1807701 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1807962.500000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1807962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1808171.875000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1808172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1808327.625000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1808328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1808409.500000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1808410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1808472.625000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1808473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1808512.125000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1808512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1808531.125000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1808531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1808548.750000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1808549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1808555.250000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1808555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1808560.250000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1808560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1808559.750000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1808560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1808564.375000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1808564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1808568.500000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1808568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1808566.750000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1808567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1808567.375000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1808567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1808567.625000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1808568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1808571.250000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1808571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1808574.250000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1808574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1808577.250000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1808577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1808581.375000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1808581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1808587.750000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1808588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1808589.375000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1808589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1808590.625000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1808591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1808593.375000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1808593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1808596.125000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1808596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1808599.125000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1808599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1808604.375000 Penalty: 4706.672363
	Iteration 41Q: 3 clusters Score -1808604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1808608.250000 Penalty: 4706.672363
	Iteration 42Q: 3 clusters Score -1808608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1808619.750000 Penalty: 4706.672363
	Iteration 43Q: 3 clusters Score -1808620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1808637.000000 Penalty: 4706.672363
	Iteration 44Q: 3 clusters Score -1808637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1808652.750000 Penalty: 4706.672363
	Iteration 45Q: 3 clusters Score -1808653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1808661.000000 Penalty: 4706.672363
	Iteration 46Q: 3 clusters Score -1808661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1808664.375000 Penalty: 4706.672363
	Iteration 47Q: 3 clusters Score -1808664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1808678.250000 Penalty: 4706.672363
	Iteration 48Q: 3 clusters Score -1808678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1808685.000000 Penalty: 4706.672363
	Iteration 49Q: 3 clusters Score -1808685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1808687.625000 Penalty: 4706.672363
	Iteration 50Q: 3 clusters Score -1808688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1808691.250000 Penalty: 4706.672363
	Iteration 51Q: 3 clusters Score -1808691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1808693.250000 Penalty: 4706.672363
	Iteration 52Q: 3 clusters Score -1808693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1808699.125000 Penalty: 4706.672363
	Iteration 53Q: 3 clusters Score -1808699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1808700.000000 Penalty: 4706.672363
	Iteration 54Q: 3 clusters Score -1808700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1808701.500000 Penalty: 4706.672363
	Iteration 55Q: 3 clusters Score -1808702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1808705.250000 Penalty: 4706.672363
	Iteration 56Q: 3 clusters Score -1808705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1808704.125000 Penalty: 4706.672363
	Iteration 57Q: 3 clusters Score -1808704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1808704.125000 Penalty: 4706.672363
	Iteration 58F: 3 clusters Score -1808704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -87561.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -87561.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85872.039062 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -85872.04 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86067.039062 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -86067.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86147.781250 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -86147.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86202.210938 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -86202.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86234.156250 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -86234.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86270.367188 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -86270.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86311.140625 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -86311.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86329.226562 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -86329.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86342.156250 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86342.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86346.710938 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86346.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86346.710938 Penalty: 3245.780273
	Iteration 10F: 3 clusters Score -86346.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140523 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102507 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94794 members 
Mstep: Class 11 contains 88492 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202044 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65354 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141880.000000 Penalty: 99435.203125
Iteration 319Q: 30 clusters Score -1.341419e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102502 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94794 members 
Mstep: Class 11 contains 88495 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202045 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65354 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141928.000000 Penalty: 99435.203125
Iteration 320F: 30 clusters Score -1.341419e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102495 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94794 members 
Mstep: Class 11 contains 88497 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202048 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141920.000000 Penalty: 99435.203125
Iteration 321Q: 30 clusters Score -1.341419e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140523 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102487 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88499 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202053 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65356 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 322Q: 30 clusters Score -1.341419e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140523 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102480 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88500 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202058 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 323Q: 30 clusters Score -1.341418e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140525 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102473 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88501 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202064 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65353 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106962 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141888.000000 Penalty: 99435.203125
Iteration 324Q: 30 clusters Score -1.341419e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102467 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88500 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202072 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65350 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106964 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141840.000000 Penalty: 99435.203125
Iteration 325Q: 30 clusters Score -1.341418e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140523 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102465 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 88501 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202074 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65348 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106965 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141896.000000 Penalty: 99435.203125
Iteration 326Q: 30 clusters Score -1.341419e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102464 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88504 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202074 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65348 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106967 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141856.000000 Penalty: 99435.203125
Iteration 327Q: 30 clusters Score -1.341419e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102464 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88506 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202075 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65346 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106968 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141912.000000 Penalty: 99435.203125
Iteration 328Q: 30 clusters Score -1.341419e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102463 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88508 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202075 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65345 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106968 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 329Q: 30 clusters Score -1.341419e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 102463 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 94795 members 
Mstep: Class 11 contains 88508 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6575 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 75978 members 
Mstep: Class 16 contains 202075 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 65345 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 106968 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141904.000000 Penalty: 99435.203125
Iteration 330F: 30 clusters Score -1.341419e+08 nChanged 0
Entering ConstructFrom: 
Score: -134141904.000000 Penalty: 99435.203125
Entering ConstructFrom: 
Trying to split cluster 1 (140519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Entering Unmasked Estep 
Score: -19162502.000000 Penalty: 2939.568359
	Iteration 0F: 2 clusters Score -1.91625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -19070888.000000 Penalty: 5879.136719
	Iteration 0F: 3 clusters Score -1.907089e+07 nChanged 66894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -19109464.000000 Penalty: 5879.136719
	Iteration 1F: 3 clusters Score -1.910946e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -19110382.000000 Penalty: 5879.136719
	Iteration 2Q: 3 clusters Score -1.911038e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -19111854.000000 Penalty: 5879.136719
	Iteration 3Q: 3 clusters Score -1.911185e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -19114210.000000 Penalty: 5879.136719
	Iteration 4Q: 3 clusters Score -1.911421e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -19118254.000000 Penalty: 5879.136719
	Iteration 5F: 3 clusters Score -1.911825e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -19125300.000000 Penalty: 5879.136719
	Iteration 6F: 3 clusters Score -1.91253e+07 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -19136400.000000 Penalty: 5879.136719
	Iteration 7F: 3 clusters Score -1.91364e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -19148138.000000 Penalty: 5879.136719
	Iteration 8F: 3 clusters Score -1.914814e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -19155728.000000 Penalty: 5879.136719
	Iteration 9F: 3 clusters Score -1.915573e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19158534.000000 Penalty: 5879.136719
	Iteration 10Q: 3 clusters Score -1.915853e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139914 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19159408.000000 Penalty: 5879.136719
	Iteration 11Q: 3 clusters Score -1.915941e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140187 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19159662.000000 Penalty: 5879.136719
	Iteration 12Q: 3 clusters Score -1.915966e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19159784.000000 Penalty: 5879.136719
	Iteration 13Q: 3 clusters Score -1.915978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19159828.000000 Penalty: 5879.136719
	Iteration 14Q: 3 clusters Score -1.915983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19159862.000000 Penalty: 5879.136719
	Iteration 15Q: 3 clusters Score -1.915986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19159880.000000 Penalty: 5879.136719
	Iteration 16Q: 3 clusters Score -1.915988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19159876.000000 Penalty: 5879.136719
	Iteration 17Q: 3 clusters Score -1.915988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19159882.000000 Penalty: 5879.136719
	Iteration 18Q: 3 clusters Score -1.915988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140299 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19159896.000000 Penalty: 5879.136719
	Iteration 19Q: 3 clusters Score -1.91599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19159898.000000 Penalty: 5879.136719
	Iteration 20F: 3 clusters Score -1.91599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19159910.000000 Penalty: 5879.136719
	Iteration 21Q: 3 clusters Score -1.915991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19159900.000000 Penalty: 5879.136719
	Iteration 22Q: 3 clusters Score -1.91599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140301 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19159894.000000 Penalty: 5879.136719
	Iteration 23Q: 3 clusters Score -1.915989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19159900.000000 Penalty: 5879.136719
	Iteration 24Q: 3 clusters Score -1.91599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19159906.000000 Penalty: 5879.136719
	Iteration 25Q: 3 clusters Score -1.915991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19159906.000000 Penalty: 5879.136719
	Iteration 26F: 3 clusters Score -1.915991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116608.109375 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114788.531250 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114788.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115054.812500 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -115054.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -115128.953125 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -115129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115154.812500 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -115154.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115169.671875 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115178.335938 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115183.515625 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115190.828125 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -115190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115193.906250 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -115193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115194.867188 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -115194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115194.867188 Penalty: 3366.771240
	Iteration 10F: 3 clusters Score -115194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Entering Unmasked Estep 
Score: -4187598.000000 Penalty: 2565.447266
	Iteration 0F: 2 clusters Score -4187598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4166371.750000 Penalty: 5130.894531
	Iteration 0F: 3 clusters Score -4166372 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4173715.500000 Penalty: 5130.894531
	Iteration 1F: 3 clusters Score -4173716 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4174080.250000 Penalty: 5130.894531
	Iteration 2Q: 3 clusters Score -4174080 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4174373.000000 Penalty: 5130.894531
	Iteration 3Q: 3 clusters Score -4174373 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4174665.000000 Penalty: 5130.894531
	Iteration 4Q: 3 clusters Score -4174665 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4174907.000000 Penalty: 5130.894531
	Iteration 5Q: 3 clusters Score -4174907 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4175136.750000 Penalty: 5130.894531
	Iteration 6Q: 3 clusters Score -4175137 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4175339.750000 Penalty: 5130.894531
	Iteration 7Q: 3 clusters Score -4175340 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4175564.500000 Penalty: 5130.894531
	Iteration 8Q: 3 clusters Score -4175564 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4175806.750000 Penalty: 5130.894531
	Iteration 9Q: 3 clusters Score -4175807 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4176058.500000 Penalty: 5130.894531
	Iteration 10Q: 3 clusters Score -4176058 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4176417.500000 Penalty: 5130.894531
	Iteration 11Q: 3 clusters Score -4176418 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4176838.000000 Penalty: 5130.894531
	Iteration 12Q: 3 clusters Score -4176838 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -4177426.500000 Penalty: 5130.894531
	Iteration 13Q: 3 clusters Score -4177426 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4178260.000000 Penalty: 5130.894531
	Iteration 14Q: 3 clusters Score -4178260 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4179343.000000 Penalty: 5130.894531
	Iteration 15F: 3 clusters Score -4179343 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4180665.750000 Penalty: 5130.894531
	Iteration 16F: 3 clusters Score -4180666 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4182034.000000 Penalty: 5130.894531
	Iteration 17F: 3 clusters Score -4182034 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -4183266.250000 Penalty: 5130.894531
	Iteration 18Q: 3 clusters Score -4183266 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4184182.500000 Penalty: 5130.894531
	Iteration 19Q: 3 clusters Score -4184182 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4184698.500000 Penalty: 5130.894531
	Iteration 20F: 3 clusters Score -4184698 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4184966.750000 Penalty: 5130.894531
	Iteration 21Q: 3 clusters Score -4184967 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4185098.250000 Penalty: 5130.894531
	Iteration 22Q: 3 clusters Score -4185098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4185193.000000 Penalty: 5130.894531
	Iteration 23Q: 3 clusters Score -4185193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4185250.500000 Penalty: 5130.894531
	Iteration 24Q: 3 clusters Score -4185250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4185270.750000 Penalty: 5130.894531
	Iteration 25Q: 3 clusters Score -4185271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4185285.500000 Penalty: 5130.894531
	Iteration 26Q: 3 clusters Score -4185286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4185295.250000 Penalty: 5130.894531
	Iteration 27Q: 3 clusters Score -4185295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4185295.000000 Penalty: 5130.894531
	Iteration 28Q: 3 clusters Score -4185295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4185306.000000 Penalty: 5130.894531
	Iteration 29Q: 3 clusters Score -4185306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4185309.750000 Penalty: 5130.894531
	Iteration 30Q: 3 clusters Score -4185310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4185316.500000 Penalty: 5130.894531
	Iteration 31Q: 3 clusters Score -4185316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4185321.250000 Penalty: 5130.894531
	Iteration 32Q: 3 clusters Score -4185321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4185324.750000 Penalty: 5130.894531
	Iteration 33Q: 3 clusters Score -4185325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4185324.750000 Penalty: 5130.894531
	Iteration 34F: 3 clusters Score -4185325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1343377.000000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1343377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1335394.125000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1335394 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1337810.250000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1337810 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1338262.125000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1338262 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1338632.250000 Penalty: 4594.649902
	Iteration 3F: 3 clusters Score -1338632 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1338944.375000 Penalty: 4594.649902
	Iteration 4F: 3 clusters Score -1338944 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1339197.625000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1339198 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1339445.500000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1339446 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1339691.375000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1339691 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1339947.625000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1339948 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1340250.625000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1340251 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1340523.125000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1340523 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1340784.375000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1340784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1341013.875000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1341014 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1341231.625000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1341232 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1341390.875000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1341391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1341497.250000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1341497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1341587.250000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1341587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1341656.750000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1341657 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1341726.750000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1341727 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1341813.125000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1341813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1341942.500000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1341942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1342075.750000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1342076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1342182.625000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1342183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1342269.125000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1342269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1342326.125000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1342326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1342358.375000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1342358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1342381.000000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1342381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1342391.750000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1342392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1342399.000000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1342399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1342407.500000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1342408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1342408.875000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1342409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1342409.000000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1342409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1342408.625000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1342409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1342411.250000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1342411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1342412.125000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1342412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1342414.875000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1342415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1342414.250000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1342414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1342415.625000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1342416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1342419.750000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1342420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1342417.625000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1342418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1342416.500000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1342416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -320984.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -320984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318077.093750 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -318077.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -318643.250000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -318643.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -318804.968750 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -318805 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -318895.000000 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -318895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318949.406250 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -318949.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -318985.031250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -318985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -319015.531250 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -319015.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319037.937500 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -319037.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -319057.937500 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -319057.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -319069.531250 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -319069.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -319079.062500 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -319079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -319088.187500 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -319088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319097.500000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -319097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -319102.468750 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -319102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -319106.656250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -319106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -319116.437500 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -319116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319124.187500 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -319124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -319143.718750 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -319143.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319165.343750 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -319165.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -319201.406250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -319201.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319243.437500 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -319243.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -319277.062500 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -319277.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -319313.937500 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -319313.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -319342.937500 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -319342.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319361.687500 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -319361.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319375.312500 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -319375.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -319386.375000 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -319386.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -319402.062500 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -319402.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -319420.781250 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -319420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -319437.687500 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -319437.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319461.843750 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -319461.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -319483.343750 Penalty: 3859.030273
	Iteration 31Q: 3 clusters Score -319483.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -319501.718750 Penalty: 3859.030273
	Iteration 32Q: 3 clusters Score -319501.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -319519.250000 Penalty: 3859.030273
	Iteration 33Q: 3 clusters Score -319519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -319530.187500 Penalty: 3859.030273
	Iteration 34Q: 3 clusters Score -319530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -319540.250000 Penalty: 3859.030273
	Iteration 35Q: 3 clusters Score -319540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -319548.031250 Penalty: 3859.030273
	Iteration 36Q: 3 clusters Score -319548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -319557.437500 Penalty: 3859.030273
	Iteration 37Q: 3 clusters Score -319557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -319567.562500 Penalty: 3859.030273
	Iteration 38Q: 3 clusters Score -319567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -319578.125000 Penalty: 3859.030273
	Iteration 39Q: 3 clusters Score -319578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319584.593750 Penalty: 3859.030273
	Iteration 40F: 3 clusters Score -319584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -319590.093750 Penalty: 3859.030273
	Iteration 41Q: 3 clusters Score -319590.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -319596.468750 Penalty: 3859.030273
	Iteration 42Q: 3 clusters Score -319596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -319601.093750 Penalty: 3859.030273
	Iteration 43Q: 3 clusters Score -319601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -319609.062500 Penalty: 3859.030273
	Iteration 44Q: 3 clusters Score -319609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319618.812500 Penalty: 3859.030273
	Iteration 45Q: 3 clusters Score -319618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -319629.593750 Penalty: 3859.030273
	Iteration 46Q: 3 clusters Score -319629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -319642.218750 Penalty: 3859.030273
	Iteration 47Q: 3 clusters Score -319642.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -319652.562500 Penalty: 3859.030273
	Iteration 48Q: 3 clusters Score -319652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -319658.656250 Penalty: 3859.030273
	Iteration 49Q: 3 clusters Score -319658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -319662.093750 Penalty: 3859.030273
	Iteration 50Q: 3 clusters Score -319662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -319662.875000 Penalty: 3859.030273
	Iteration 51Q: 3 clusters Score -319662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -319665.031250 Penalty: 3859.030273
	Iteration 52Q: 3 clusters Score -319665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -319666.343750 Penalty: 3859.030273
	Iteration 53Q: 3 clusters Score -319666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -319668.468750 Penalty: 3859.030273
	Iteration 54Q: 3 clusters Score -319668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -319672.812500 Penalty: 3859.030273
	Iteration 55Q: 3 clusters Score -319672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -319678.843750 Penalty: 3859.030273
	Iteration 56Q: 3 clusters Score -319678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -319681.125000 Penalty: 3859.030273
	Iteration 57Q: 3 clusters Score -319681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -319684.500000 Penalty: 3859.030273
	Iteration 58Q: 3 clusters Score -319684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319687.500000 Penalty: 3859.030273
	Iteration 59Q: 3 clusters Score -319687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -319688.562500 Penalty: 3859.030273
	Iteration 60F: 3 clusters Score -319688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319690.218750 Penalty: 3859.030273
	Iteration 61Q: 3 clusters Score -319690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319691.500000 Penalty: 3859.030273
	Iteration 62Q: 3 clusters Score -319691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -319691.500000 Penalty: 3859.030273
	Iteration 63Q: 3 clusters Score -319691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -319691.500000 Penalty: 3859.030273
	Iteration 64F: 3 clusters Score -319691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Entering Unmasked Estep 
Score: -14010769.000000 Penalty: 2861.239746
	Iteration 0F: 2 clusters Score -1.401077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -13942286.000000 Penalty: 5722.479492
	Iteration 0F: 3 clusters Score -1.394229e+07 nChanged 48699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -13970365.000000 Penalty: 5722.479492
	Iteration 1F: 3 clusters Score -1.397036e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -13971200.000000 Penalty: 5722.479492
	Iteration 2Q: 3 clusters Score -1.39712e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -13972220.000000 Penalty: 5722.479492
	Iteration 3Q: 3 clusters Score -1.397222e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -13973724.000000 Penalty: 5722.479492
	Iteration 4Q: 3 clusters Score -1.397372e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -13976153.000000 Penalty: 5722.479492
	Iteration 5Q: 3 clusters Score -1.397615e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13980300.000000 Penalty: 5722.479492
	Iteration 6F: 3 clusters Score -1.39803e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -13986235.000000 Penalty: 5722.479492
	Iteration 7F: 3 clusters Score -1.398624e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -13993198.000000 Penalty: 5722.479492
	Iteration 8F: 3 clusters Score -1.39932e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -13999471.000000 Penalty: 5722.479492
	Iteration 9F: 3 clusters Score -1.399947e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -14003774.000000 Penalty: 5722.479492
	Iteration 10Q: 3 clusters Score -1.400377e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14006024.000000 Penalty: 5722.479492
	Iteration 11Q: 3 clusters Score -1.400602e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14007080.000000 Penalty: 5722.479492
	Iteration 12Q: 3 clusters Score -1.400708e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14007586.000000 Penalty: 5722.479492
	Iteration 13Q: 3 clusters Score -1.400759e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -14007894.000000 Penalty: 5722.479492
	Iteration 14Q: 3 clusters Score -1.400789e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14008082.000000 Penalty: 5722.479492
	Iteration 15Q: 3 clusters Score -1.400808e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14008245.000000 Penalty: 5722.479492
	Iteration 16Q: 3 clusters Score -1.400824e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14008322.000000 Penalty: 5722.479492
	Iteration 17Q: 3 clusters Score -1.400832e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14008379.000000 Penalty: 5722.479492
	Iteration 18Q: 3 clusters Score -1.400838e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14008394.000000 Penalty: 5722.479492
	Iteration 19Q: 3 clusters Score -1.400839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14008426.000000 Penalty: 5722.479492
	Iteration 20F: 3 clusters Score -1.400843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14008433.000000 Penalty: 5722.479492
	Iteration 21Q: 3 clusters Score -1.400843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14008456.000000 Penalty: 5722.479492
	Iteration 22Q: 3 clusters Score -1.400846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14008457.000000 Penalty: 5722.479492
	Iteration 23Q: 3 clusters Score -1.400846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14008465.000000 Penalty: 5722.479492
	Iteration 24Q: 3 clusters Score -1.400846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14008482.000000 Penalty: 5722.479492
	Iteration 25Q: 3 clusters Score -1.400848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14008494.000000 Penalty: 5722.479492
	Iteration 26Q: 3 clusters Score -1.400849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14008498.000000 Penalty: 5722.479492
	Iteration 27Q: 3 clusters Score -1.40085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14008493.000000 Penalty: 5722.479492
	Iteration 28Q: 3 clusters Score -1.400849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14008506.000000 Penalty: 5722.479492
	Iteration 29Q: 3 clusters Score -1.400851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14008506.000000 Penalty: 5722.479492
	Iteration 30Q: 3 clusters Score -1.400851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14008510.000000 Penalty: 5722.479492
	Iteration 31Q: 3 clusters Score -1.400851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14008510.000000 Penalty: 5722.479492
	Iteration 32Q: 3 clusters Score -1.400851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14008524.000000 Penalty: 5722.479492
	Iteration 33Q: 3 clusters Score -1.400852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14008522.000000 Penalty: 5722.479492
	Iteration 34Q: 3 clusters Score -1.400852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14008522.000000 Penalty: 5722.479492
	Iteration 35Q: 3 clusters Score -1.400852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14008522.000000 Penalty: 5722.479492
	Iteration 36F: 3 clusters Score -1.400852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -991580.750000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -991580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -985618.937500 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -985618.9 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -987189.750000 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -987189.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -987468.375000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -987468.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -987656.750000 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -987656.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -987812.812500 Penalty: 4411.007812
	Iteration 4Q: 3 clusters Score -987812.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -987938.062500 Penalty: 4411.007812
	Iteration 5Q: 3 clusters Score -987938.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -988050.000000 Penalty: 4411.007812
	Iteration 6Q: 3 clusters Score -988050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -988154.812500 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -988154.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -988262.000000 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -988262 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -988348.750000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -988348.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -988423.375000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -988423.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -988508.062500 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -988508.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -988593.937500 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -988593.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -988683.687500 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -988683.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -988787.125000 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -988787.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -988909.875000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -988909.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -989024.500000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -989024.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -989136.875000 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -989136.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -989219.687500 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -989219.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -989291.875000 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -989291.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -989346.750000 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -989346.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -989405.375000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -989405.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -989450.687500 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -989450.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -989500.625000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -989500.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -989537.812500 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -989537.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -989557.062500 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -989557.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -989575.375000 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -989575.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -989596.687500 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -989596.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -989612.375000 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -989612.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -989629.312500 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -989629.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -989643.187500 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -989643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -989661.312500 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -989661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -989671.250000 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -989671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -989681.687500 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -989681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -989692.250000 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -989692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -989701.250000 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -989701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -989709.250000 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -989709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -989718.812500 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -989718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -989720.687500 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -989720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -989721.437500 Penalty: 4411.007812
	Iteration 39Q: 3 clusters Score -989721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -989721.437500 Penalty: 4411.007812
	Iteration 40F: 3 clusters Score -989721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -989724.062500 Penalty: 4411.007812
	Iteration 41Q: 3 clusters Score -989724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -989723.562500 Penalty: 4411.007812
	Iteration 42Q: 3 clusters Score -989723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -989725.125000 Penalty: 4411.007812
	Iteration 43Q: 3 clusters Score -989725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -989729.937500 Penalty: 4411.007812
	Iteration 44Q: 3 clusters Score -989729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -989731.187500 Penalty: 4411.007812
	Iteration 45Q: 3 clusters Score -989731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -989733.750000 Penalty: 4411.007812
	Iteration 46Q: 3 clusters Score -989733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -989734.625000 Penalty: 4411.007812
	Iteration 47Q: 3 clusters Score -989734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -989740.437500 Penalty: 4411.007812
	Iteration 48Q: 3 clusters Score -989740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -989743.000000 Penalty: 4411.007812
	Iteration 49Q: 3 clusters Score -989743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -989743.000000 Penalty: 4411.007812
	Iteration 50F: 3 clusters Score -989743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -588966.500000 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -588966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -584780.000000 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -584780 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -585779.937500 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -585779.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -586008.625000 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -586008.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -586184.812500 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -586184.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -586348.375000 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -586348.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -586517.937500 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -586517.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -586654.625000 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -586654.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -586752.312500 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -586752.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -586835.250000 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -586835.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -586920.812500 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -586920.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -586994.500000 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -586994.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -587060.125000 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -587060.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -587116.937500 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -587116.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -587161.375000 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -587161.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -587206.937500 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -587206.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -587242.125000 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -587242.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -587267.062500 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -587267.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -587291.250000 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -587291.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -587308.812500 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -587308.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -587318.375000 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -587318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -587328.687500 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -587328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -587337.187500 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -587337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -587344.187500 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -587344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -587349.500000 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -587349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -587353.250000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -587353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -587358.125000 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -587358.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -587361.562500 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -587361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -587364.500000 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -587364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -587369.250000 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -587369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -587370.812500 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -587370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -587376.250000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -587376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -587386.000000 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -587386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -587392.062500 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -587392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -587397.062500 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -587397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -587399.750000 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -587399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -587399.937500 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -587399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -587399.937500 Penalty: 4168.174316
	Iteration 36F: 3 clusters Score -587399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -902550.625000 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -902550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -896736.250000 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -896736.2 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -898368.687500 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -898368.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -898679.500000 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -898679.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -898885.437500 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -898885.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -899041.312500 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -899041.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -899152.625000 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -899152.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -899220.812500 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -899220.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -899284.500000 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -899284.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -899333.437500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -899333.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -899382.750000 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -899382.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -899429.250000 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -899429.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -899467.000000 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -899467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -899500.812500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -899500.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -899535.312500 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -899535.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -899567.812500 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -899567.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -899600.312500 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -899600.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -899636.000000 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -899636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -899673.000000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -899673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -899716.000000 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -899716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -899753.437500 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -899753.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -899790.187500 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -899790.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -899831.500000 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -899831.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -899874.875000 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -899874.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -899921.625000 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -899921.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -899962.875000 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -899962.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -900010.437500 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -900010.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -900063.500000 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -900063.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -900125.312500 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -900125.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -900198.562500 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -900198.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -900303.625000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -900303.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -900460.250000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -900460.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -900645.687500 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -900645.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -900855.437500 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -900855.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -901015.125000 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -901015.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -901108.562500 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -901108.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -901160.500000 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -901160.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -901191.375000 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -901191.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -901215.062500 Penalty: 4396.423340
	Iteration 37Q: 3 clusters Score -901215.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -901227.312500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -901227.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -901239.187500 Penalty: 4396.423340
	Iteration 39Q: 3 clusters Score -901239.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -901250.875000 Penalty: 4396.423340
	Iteration 40F: 3 clusters Score -901250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -901259.750000 Penalty: 4396.423340
	Iteration 41Q: 3 clusters Score -901259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -901264.375000 Penalty: 4396.423340
	Iteration 42Q: 3 clusters Score -901264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -901268.437500 Penalty: 4396.423340
	Iteration 43Q: 3 clusters Score -901268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -901274.062500 Penalty: 4396.423340
	Iteration 44Q: 3 clusters Score -901274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -901275.250000 Penalty: 4396.423340
	Iteration 45Q: 3 clusters Score -901275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -901276.500000 Penalty: 4396.423340
	Iteration 46Q: 3 clusters Score -901276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -901279.500000 Penalty: 4396.423340
	Iteration 47Q: 3 clusters Score -901279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -901283.125000 Penalty: 4396.423340
	Iteration 48Q: 3 clusters Score -901283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -901282.812500 Penalty: 4396.423340
	Iteration 49Q: 3 clusters Score -901282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -901282.687500 Penalty: 4396.423340
	Iteration 50Q: 3 clusters Score -901282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -901282.500000 Penalty: 4396.423340
	Iteration 51Q: 3 clusters Score -901282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -901283.562500 Penalty: 4396.423340
	Iteration 52Q: 3 clusters Score -901283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -901282.812500 Penalty: 4396.423340
	Iteration 53Q: 3 clusters Score -901282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -901284.125000 Penalty: 4396.423340
	Iteration 54Q: 3 clusters Score -901284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -901283.812500 Penalty: 4396.423340
	Iteration 55Q: 3 clusters Score -901283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -901284.312500 Penalty: 4396.423340
	Iteration 56Q: 3 clusters Score -901284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -901284.312500 Penalty: 4396.423340
	Iteration 57F: 3 clusters Score -901284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Entering Unmasked Estep 
Score: -12944580.000000 Penalty: 2841.948975
	Iteration 0F: 2 clusters Score -1.294458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -12881113.000000 Penalty: 5683.897949
	Iteration 0F: 3 clusters Score -1.288111e+07 nChanged 44733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -12907145.000000 Penalty: 5683.897949
	Iteration 1F: 3 clusters Score -1.290714e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -12908290.000000 Penalty: 5683.897949
	Iteration 2Q: 3 clusters Score -1.290829e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -12909749.000000 Penalty: 5683.897949
	Iteration 3Q: 3 clusters Score -1.290975e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -12911790.000000 Penalty: 5683.897949
	Iteration 4Q: 3 clusters Score -1.291179e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -12914680.000000 Penalty: 5683.897949
	Iteration 5F: 3 clusters Score -1.291468e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -12918575.000000 Penalty: 5683.897949
	Iteration 6F: 3 clusters Score -1.291858e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -12923219.000000 Penalty: 5683.897949
	Iteration 7F: 3 clusters Score -1.292322e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -12927709.000000 Penalty: 5683.897949
	Iteration 8F: 3 clusters Score -1.292771e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -12931188.000000 Penalty: 5683.897949
	Iteration 9F: 3 clusters Score -1.293119e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -12933341.000000 Penalty: 5683.897949
	Iteration 10Q: 3 clusters Score -1.293334e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -12934400.000000 Penalty: 5683.897949
	Iteration 11Q: 3 clusters Score -1.29344e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -12934939.000000 Penalty: 5683.897949
	Iteration 12Q: 3 clusters Score -1.293494e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -12935406.000000 Penalty: 5683.897949
	Iteration 13Q: 3 clusters Score -1.293541e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -12935681.000000 Penalty: 5683.897949
	Iteration 14Q: 3 clusters Score -1.293568e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -12936066.000000 Penalty: 5683.897949
	Iteration 15Q: 3 clusters Score -1.293607e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -12936438.000000 Penalty: 5683.897949
	Iteration 16Q: 3 clusters Score -1.293644e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -12936776.000000 Penalty: 5683.897949
	Iteration 17Q: 3 clusters Score -1.293678e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -12937075.000000 Penalty: 5683.897949
	Iteration 18Q: 3 clusters Score -1.293708e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -12937461.000000 Penalty: 5683.897949
	Iteration 19Q: 3 clusters Score -1.293746e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -12937790.000000 Penalty: 5683.897949
	Iteration 20F: 3 clusters Score -1.293779e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -12938043.000000 Penalty: 5683.897949
	Iteration 21Q: 3 clusters Score -1.293804e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -12938340.000000 Penalty: 5683.897949
	Iteration 22Q: 3 clusters Score -1.293834e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -12938640.000000 Penalty: 5683.897949
	Iteration 23Q: 3 clusters Score -1.293864e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -12938914.000000 Penalty: 5683.897949
	Iteration 24Q: 3 clusters Score -1.293891e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -12939209.000000 Penalty: 5683.897949
	Iteration 25Q: 3 clusters Score -1.293921e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -12939507.000000 Penalty: 5683.897949
	Iteration 26Q: 3 clusters Score -1.293951e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -12939793.000000 Penalty: 5683.897949
	Iteration 27Q: 3 clusters Score -1.293979e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -12940080.000000 Penalty: 5683.897949
	Iteration 28Q: 3 clusters Score -1.294008e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -12940438.000000 Penalty: 5683.897949
	Iteration 29Q: 3 clusters Score -1.294044e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -12940675.000000 Penalty: 5683.897949
	Iteration 30Q: 3 clusters Score -1.294068e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -12940859.000000 Penalty: 5683.897949
	Iteration 31Q: 3 clusters Score -1.294086e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -12941026.000000 Penalty: 5683.897949
	Iteration 32Q: 3 clusters Score -1.294103e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -12941165.000000 Penalty: 5683.897949
	Iteration 33Q: 3 clusters Score -1.294116e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -12941317.000000 Penalty: 5683.897949
	Iteration 34Q: 3 clusters Score -1.294132e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -12941469.000000 Penalty: 5683.897949
	Iteration 35Q: 3 clusters Score -1.294147e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -12941590.000000 Penalty: 5683.897949
	Iteration 36Q: 3 clusters Score -1.294159e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12941687.000000 Penalty: 5683.897949
	Iteration 37Q: 3 clusters Score -1.294169e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -12941752.000000 Penalty: 5683.897949
	Iteration 38Q: 3 clusters Score -1.294175e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -12941827.000000 Penalty: 5683.897949
	Iteration 39Q: 3 clusters Score -1.294183e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -12941894.000000 Penalty: 5683.897949
	Iteration 40F: 3 clusters Score -1.294189e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -12941951.000000 Penalty: 5683.897949
	Iteration 41Q: 3 clusters Score -1.294195e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -12941990.000000 Penalty: 5683.897949
	Iteration 42Q: 3 clusters Score -1.294199e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -12942026.000000 Penalty: 5683.897949
	Iteration 43Q: 3 clusters Score -1.294203e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -12942075.000000 Penalty: 5683.897949
	Iteration 44Q: 3 clusters Score -1.294208e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -12942087.000000 Penalty: 5683.897949
	Iteration 45Q: 3 clusters Score -1.294209e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -12942112.000000 Penalty: 5683.897949
	Iteration 46Q: 3 clusters Score -1.294211e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -12942188.000000 Penalty: 5683.897949
	Iteration 47Q: 3 clusters Score -1.294219e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -12942204.000000 Penalty: 5683.897949
	Iteration 48Q: 3 clusters Score -1.29422e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -12942216.000000 Penalty: 5683.897949
	Iteration 49Q: 3 clusters Score -1.294222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -12942244.000000 Penalty: 5683.897949
	Iteration 50Q: 3 clusters Score -1.294224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -12942242.000000 Penalty: 5683.897949
	Iteration 51Q: 3 clusters Score -1.294224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -12942248.000000 Penalty: 5683.897949
	Iteration 52Q: 3 clusters Score -1.294225e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -12942244.000000 Penalty: 5683.897949
	Iteration 53Q: 3 clusters Score -1.294224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -12942262.000000 Penalty: 5683.897949
	Iteration 54Q: 3 clusters Score -1.294226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -12942295.000000 Penalty: 5683.897949
	Iteration 55Q: 3 clusters Score -1.29423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -12942294.000000 Penalty: 5683.897949
	Iteration 56Q: 3 clusters Score -1.294229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12942304.000000 Penalty: 5683.897949
	Iteration 57Q: 3 clusters Score -1.29423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12942298.000000 Penalty: 5683.897949
	Iteration 58Q: 3 clusters Score -1.29423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -12942316.000000 Penalty: 5683.897949
	Iteration 59Q: 3 clusters Score -1.294232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -12942307.000000 Penalty: 5683.897949
	Iteration 60F: 3 clusters Score -1.294231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -12942314.000000 Penalty: 5683.897949
	Iteration 61Q: 3 clusters Score -1.294231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -12942331.000000 Penalty: 5683.897949
	Iteration 62Q: 3 clusters Score -1.294233e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -12942331.000000 Penalty: 5683.897949
	Iteration 63Q: 3 clusters Score -1.294233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -12942342.000000 Penalty: 5683.897949
	Iteration 64Q: 3 clusters Score -1.294234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -12942337.000000 Penalty: 5683.897949
	Iteration 65Q: 3 clusters Score -1.294234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -12942346.000000 Penalty: 5683.897949
	Iteration 66Q: 3 clusters Score -1.294235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -12942339.000000 Penalty: 5683.897949
	Iteration 67Q: 3 clusters Score -1.294234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12942339.000000 Penalty: 5683.897949
	Iteration 68Q: 3 clusters Score -1.294234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -12942344.000000 Penalty: 5683.897949
	Iteration 69Q: 3 clusters Score -1.294234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -12942366.000000 Penalty: 5683.897949
	Iteration 70Q: 3 clusters Score -1.294237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -12942368.000000 Penalty: 5683.897949
	Iteration 71Q: 3 clusters Score -1.294237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -12942356.000000 Penalty: 5683.897949
	Iteration 72Q: 3 clusters Score -1.294236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -12942368.000000 Penalty: 5683.897949
	Iteration 73Q: 3 clusters Score -1.294237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -12942368.000000 Penalty: 5683.897949
	Iteration 74Q: 3 clusters Score -1.294237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -12942373.000000 Penalty: 5683.897949
	Iteration 75Q: 3 clusters Score -1.294237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -12942372.000000 Penalty: 5683.897949
	Iteration 76Q: 3 clusters Score -1.294237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -12942375.000000 Penalty: 5683.897949
	Iteration 77Q: 3 clusters Score -1.294238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -12942389.000000 Penalty: 5683.897949
	Iteration 78Q: 3 clusters Score -1.294239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -12942377.000000 Penalty: 5683.897949
	Iteration 79Q: 3 clusters Score -1.294238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -12942377.000000 Penalty: 5683.897949
	Iteration 80F: 3 clusters Score -1.294238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -12942372.000000 Penalty: 5683.897949
	Iteration 81Q: 3 clusters Score -1.294237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -12942383.000000 Penalty: 5683.897949
	Iteration 82Q: 3 clusters Score -1.294238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -12942398.000000 Penalty: 5683.897949
	Iteration 83Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -12942395.000000 Penalty: 5683.897949
	Iteration 84Q: 3 clusters Score -1.29424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -12942397.000000 Penalty: 5683.897949
	Iteration 85Q: 3 clusters Score -1.29424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -12942393.000000 Penalty: 5683.897949
	Iteration 86Q: 3 clusters Score -1.294239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -12942391.000000 Penalty: 5683.897949
	Iteration 87Q: 3 clusters Score -1.294239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -12942402.000000 Penalty: 5683.897949
	Iteration 88Q: 3 clusters Score -1.29424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -12942393.000000 Penalty: 5683.897949
	Iteration 89Q: 3 clusters Score -1.294239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -12942394.000000 Penalty: 5683.897949
	Iteration 90Q: 3 clusters Score -1.294239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -12942401.000000 Penalty: 5683.897949
	Iteration 91Q: 3 clusters Score -1.29424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -12942395.000000 Penalty: 5683.897949
	Iteration 92Q: 3 clusters Score -1.29424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -12942388.000000 Penalty: 5683.897949
	Iteration 93Q: 3 clusters Score -1.294239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12942391.000000 Penalty: 5683.897949
	Iteration 94Q: 3 clusters Score -1.294239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12942388.000000 Penalty: 5683.897949
	Iteration 95Q: 3 clusters Score -1.294239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -12942395.000000 Penalty: 5683.897949
	Iteration 96Q: 3 clusters Score -1.29424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -12942385.000000 Penalty: 5683.897949
	Iteration 97Q: 3 clusters Score -1.294238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -12942396.000000 Penalty: 5683.897949
	Iteration 98Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -12942405.000000 Penalty: 5683.897949
	Iteration 99Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -12942400.000000 Penalty: 5683.897949
	Iteration 100F: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12942397.000000 Penalty: 5683.897949
	Iteration 101Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -12942398.000000 Penalty: 5683.897949
	Iteration 102Q: 3 clusters Score -1.29424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -12942407.000000 Penalty: 5683.897949
	Iteration 103Q: 3 clusters Score -1.294241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -12942400.000000 Penalty: 5683.897949
	Iteration 104Q: 3 clusters Score -1.29424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -12942405.000000 Penalty: 5683.897949
	Iteration 105Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -12942399.000000 Penalty: 5683.897949
	Iteration 106Q: 3 clusters Score -1.29424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -12942393.000000 Penalty: 5683.897949
	Iteration 107Q: 3 clusters Score -1.294239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -12942390.000000 Penalty: 5683.897949
	Iteration 108Q: 3 clusters Score -1.294239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -12942395.000000 Penalty: 5683.897949
	Iteration 109Q: 3 clusters Score -1.29424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -12942398.000000 Penalty: 5683.897949
	Iteration 110Q: 3 clusters Score -1.29424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -12942405.000000 Penalty: 5683.897949
	Iteration 111Q: 3 clusters Score -1.29424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -12942418.000000 Penalty: 5683.897949
	Iteration 112Q: 3 clusters Score -1.294242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -12942415.000000 Penalty: 5683.897949
	Iteration 113Q: 3 clusters Score -1.294242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -12942421.000000 Penalty: 5683.897949
	Iteration 114Q: 3 clusters Score -1.294242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -12942424.000000 Penalty: 5683.897949
	Iteration 115Q: 3 clusters Score -1.294242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -12942428.000000 Penalty: 5683.897949
	Iteration 116Q: 3 clusters Score -1.294243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -12942426.000000 Penalty: 5683.897949
	Iteration 117Q: 3 clusters Score -1.294243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -12942423.000000 Penalty: 5683.897949
	Iteration 118Q: 3 clusters Score -1.294242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -12942426.000000 Penalty: 5683.897949
	Iteration 119Q: 3 clusters Score -1.294243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -12942428.000000 Penalty: 5683.897949
	Iteration 120F: 3 clusters Score -1.294243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -12942420.000000 Penalty: 5683.897949
	Iteration 121Q: 3 clusters Score -1.294242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -12942429.000000 Penalty: 5683.897949
	Iteration 122Q: 3 clusters Score -1.294243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -12942429.000000 Penalty: 5683.897949
	Iteration 123F: 3 clusters Score -1.294243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Entering Unmasked Estep 
Score: -12035972.000000 Penalty: 2824.930420
	Iteration 0F: 2 clusters Score -1.203597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -11976482.000000 Penalty: 5649.860840
	Iteration 0F: 3 clusters Score -1.197648e+07 nChanged 41889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -12000490.000000 Penalty: 5649.860840
	Iteration 1F: 3 clusters Score -1.200049e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -12001238.000000 Penalty: 5649.860840
	Iteration 2Q: 3 clusters Score -1.200124e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -12002048.000000 Penalty: 5649.860840
	Iteration 3Q: 3 clusters Score -1.200205e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -12003213.000000 Penalty: 5649.860840
	Iteration 4Q: 3 clusters Score -1.200321e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -12005298.000000 Penalty: 5649.860840
	Iteration 5Q: 3 clusters Score -1.20053e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -12009003.000000 Penalty: 5649.860840
	Iteration 6F: 3 clusters Score -1.2009e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -12014862.000000 Penalty: 5649.860840
	Iteration 7F: 3 clusters Score -1.201486e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -12021902.000000 Penalty: 5649.860840
	Iteration 8F: 3 clusters Score -1.20219e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -12027772.000000 Penalty: 5649.860840
	Iteration 9F: 3 clusters Score -1.202777e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -12031116.000000 Penalty: 5649.860840
	Iteration 10Q: 3 clusters Score -1.203112e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12032479.000000 Penalty: 5649.860840
	Iteration 11Q: 3 clusters Score -1.203248e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12033027.000000 Penalty: 5649.860840
	Iteration 12Q: 3 clusters Score -1.203303e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12033202.000000 Penalty: 5649.860840
	Iteration 13Q: 3 clusters Score -1.20332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12033291.000000 Penalty: 5649.860840
	Iteration 14Q: 3 clusters Score -1.203329e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12033325.000000 Penalty: 5649.860840
	Iteration 15Q: 3 clusters Score -1.203332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12033385.000000 Penalty: 5649.860840
	Iteration 16Q: 3 clusters Score -1.203338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12033402.000000 Penalty: 5649.860840
	Iteration 17Q: 3 clusters Score -1.20334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12033435.000000 Penalty: 5649.860840
	Iteration 18Q: 3 clusters Score -1.203344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12033450.000000 Penalty: 5649.860840
	Iteration 19Q: 3 clusters Score -1.203345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12033475.000000 Penalty: 5649.860840
	Iteration 20F: 3 clusters Score -1.203348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12033482.000000 Penalty: 5649.860840
	Iteration 21Q: 3 clusters Score -1.203348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12033482.000000 Penalty: 5649.860840
	Iteration 22F: 3 clusters Score -1.203348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -43650.203125 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -43650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42375.250000 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -42375.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42572.726562 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -42572.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42655.511719 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -42655.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42699.890625 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -42699.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42803.343750 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -42803.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42883.539062 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -42883.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42953.601562 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -42953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42996.445312 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -42996.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43037.500000 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -43037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43079.324219 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -43079.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43086.121094 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -43086.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43086.121094 Penalty: 2955.378662
	Iteration 11F: 3 clusters Score -43086.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -880070.000000 Penalty: 2180.175537
	Iteration 0F: 2 clusters Score -880070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -874614.562500 Penalty: 4360.351074
	Iteration 0F: 3 clusters Score -874614.6 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -876052.312500 Penalty: 4360.351074
	Iteration 1F: 3 clusters Score -876052.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -876338.437500 Penalty: 4360.351074
	Iteration 2F: 3 clusters Score -876338.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -876533.625000 Penalty: 4360.351074
	Iteration 3F: 3 clusters Score -876533.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -876686.062500 Penalty: 4360.351074
	Iteration 4Q: 3 clusters Score -876686.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -876801.625000 Penalty: 4360.351074
	Iteration 5Q: 3 clusters Score -876801.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -876925.375000 Penalty: 4360.351074
	Iteration 6Q: 3 clusters Score -876925.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -877048.375000 Penalty: 4360.351074
	Iteration 7Q: 3 clusters Score -877048.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -877153.937500 Penalty: 4360.351074
	Iteration 8Q: 3 clusters Score -877153.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -877248.000000 Penalty: 4360.351074
	Iteration 9Q: 3 clusters Score -877248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -877335.812500 Penalty: 4360.351074
	Iteration 10Q: 3 clusters Score -877335.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -877435.437500 Penalty: 4360.351074
	Iteration 11Q: 3 clusters Score -877435.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -877541.937500 Penalty: 4360.351074
	Iteration 12Q: 3 clusters Score -877541.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -877630.000000 Penalty: 4360.351074
	Iteration 13Q: 3 clusters Score -877630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -877697.000000 Penalty: 4360.351074
	Iteration 14Q: 3 clusters Score -877697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -877748.937500 Penalty: 4360.351074
	Iteration 15Q: 3 clusters Score -877748.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -877797.000000 Penalty: 4360.351074
	Iteration 16Q: 3 clusters Score -877797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -877835.250000 Penalty: 4360.351074
	Iteration 17Q: 3 clusters Score -877835.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -877864.187500 Penalty: 4360.351074
	Iteration 18Q: 3 clusters Score -877864.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -877890.062500 Penalty: 4360.351074
	Iteration 19Q: 3 clusters Score -877890.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -877913.375000 Penalty: 4360.351074
	Iteration 20F: 3 clusters Score -877913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -877930.250000 Penalty: 4360.351074
	Iteration 21Q: 3 clusters Score -877930.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -877954.062500 Penalty: 4360.351074
	Iteration 22Q: 3 clusters Score -877954.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -877975.937500 Penalty: 4360.351074
	Iteration 23Q: 3 clusters Score -877975.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -877989.312500 Penalty: 4360.351074
	Iteration 24Q: 3 clusters Score -877989.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -878001.687500 Penalty: 4360.351074
	Iteration 25Q: 3 clusters Score -878001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -878014.687500 Penalty: 4360.351074
	Iteration 26Q: 3 clusters Score -878014.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -878031.437500 Penalty: 4360.351074
	Iteration 27Q: 3 clusters Score -878031.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -878045.562500 Penalty: 4360.351074
	Iteration 28Q: 3 clusters Score -878045.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -878062.375000 Penalty: 4360.351074
	Iteration 29Q: 3 clusters Score -878062.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -878081.500000 Penalty: 4360.351074
	Iteration 30Q: 3 clusters Score -878081.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -878101.312500 Penalty: 4360.351074
	Iteration 31Q: 3 clusters Score -878101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -878111.000000 Penalty: 4360.351074
	Iteration 32Q: 3 clusters Score -878111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -878117.062500 Penalty: 4360.351074
	Iteration 33Q: 3 clusters Score -878117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -878125.500000 Penalty: 4360.351074
	Iteration 34Q: 3 clusters Score -878125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -878133.125000 Penalty: 4360.351074
	Iteration 35Q: 3 clusters Score -878133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -878137.250000 Penalty: 4360.351074
	Iteration 36Q: 3 clusters Score -878137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -878140.312500 Penalty: 4360.351074
	Iteration 37Q: 3 clusters Score -878140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -878145.750000 Penalty: 4360.351074
	Iteration 38Q: 3 clusters Score -878145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -878151.187500 Penalty: 4360.351074
	Iteration 39Q: 3 clusters Score -878151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -878158.875000 Penalty: 4360.351074
	Iteration 40F: 3 clusters Score -878158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -878161.812500 Penalty: 4360.351074
	Iteration 41Q: 3 clusters Score -878161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -878165.187500 Penalty: 4360.351074
	Iteration 42Q: 3 clusters Score -878165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -878166.812500 Penalty: 4360.351074
	Iteration 43Q: 3 clusters Score -878166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -878167.625000 Penalty: 4360.351074
	Iteration 44Q: 3 clusters Score -878167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -878167.562500 Penalty: 4360.351074
	Iteration 45Q: 3 clusters Score -878167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -878170.125000 Penalty: 4360.351074
	Iteration 46Q: 3 clusters Score -878170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -878175.312500 Penalty: 4360.351074
	Iteration 47Q: 3 clusters Score -878175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -878178.812500 Penalty: 4360.351074
	Iteration 48Q: 3 clusters Score -878178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -878184.750000 Penalty: 4360.351074
	Iteration 49Q: 3 clusters Score -878184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -878189.125000 Penalty: 4360.351074
	Iteration 50Q: 3 clusters Score -878189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -878190.750000 Penalty: 4360.351074
	Iteration 51Q: 3 clusters Score -878190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -878195.562500 Penalty: 4360.351074
	Iteration 52Q: 3 clusters Score -878195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -878199.500000 Penalty: 4360.351074
	Iteration 53Q: 3 clusters Score -878199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -878202.875000 Penalty: 4360.351074
	Iteration 54Q: 3 clusters Score -878202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -878202.875000 Penalty: 4360.351074
	Iteration 55F: 3 clusters Score -878202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -831365.750000 Penalty: 2164.810303
	Iteration 0F: 2 clusters Score -831365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -826096.500000 Penalty: 4329.620605
	Iteration 0F: 3 clusters Score -826096.5 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -827403.187500 Penalty: 4329.620605
	Iteration 1F: 3 clusters Score -827403.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -827633.562500 Penalty: 4329.620605
	Iteration 2F: 3 clusters Score -827633.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -827791.500000 Penalty: 4329.620605
	Iteration 3F: 3 clusters Score -827791.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -827878.687500 Penalty: 4329.620605
	Iteration 4Q: 3 clusters Score -827878.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -827946.312500 Penalty: 4329.620605
	Iteration 5Q: 3 clusters Score -827946.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -827986.500000 Penalty: 4329.620605
	Iteration 6Q: 3 clusters Score -827986.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -828018.312500 Penalty: 4329.620605
	Iteration 7Q: 3 clusters Score -828018.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -828040.375000 Penalty: 4329.620605
	Iteration 8Q: 3 clusters Score -828040.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -828060.937500 Penalty: 4329.620605
	Iteration 9Q: 3 clusters Score -828060.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -828080.000000 Penalty: 4329.620605
	Iteration 10Q: 3 clusters Score -828080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -828094.812500 Penalty: 4329.620605
	Iteration 11Q: 3 clusters Score -828094.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -828110.437500 Penalty: 4329.620605
	Iteration 12Q: 3 clusters Score -828110.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -828122.750000 Penalty: 4329.620605
	Iteration 13Q: 3 clusters Score -828122.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -828135.812500 Penalty: 4329.620605
	Iteration 14Q: 3 clusters Score -828135.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -828150.250000 Penalty: 4329.620605
	Iteration 15Q: 3 clusters Score -828150.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -828165.875000 Penalty: 4329.620605
	Iteration 16Q: 3 clusters Score -828165.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -828188.312500 Penalty: 4329.620605
	Iteration 17Q: 3 clusters Score -828188.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -828211.500000 Penalty: 4329.620605
	Iteration 18Q: 3 clusters Score -828211.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -828242.562500 Penalty: 4329.620605
	Iteration 19Q: 3 clusters Score -828242.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -828277.687500 Penalty: 4329.620605
	Iteration 20F: 3 clusters Score -828277.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -828323.625000 Penalty: 4329.620605
	Iteration 21Q: 3 clusters Score -828323.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -828389.437500 Penalty: 4329.620605
	Iteration 22Q: 3 clusters Score -828389.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -828462.500000 Penalty: 4329.620605
	Iteration 23Q: 3 clusters Score -828462.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -828553.000000 Penalty: 4329.620605
	Iteration 24Q: 3 clusters Score -828553 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -828671.312500 Penalty: 4329.620605
	Iteration 25Q: 3 clusters Score -828671.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -828813.125000 Penalty: 4329.620605
	Iteration 26Q: 3 clusters Score -828813.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -828959.062500 Penalty: 4329.620605
	Iteration 27Q: 3 clusters Score -828959.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -829138.687500 Penalty: 4329.620605
	Iteration 28Q: 3 clusters Score -829138.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -829372.937500 Penalty: 4329.620605
	Iteration 29Q: 3 clusters Score -829372.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -829635.000000 Penalty: 4329.620605
	Iteration 30Q: 3 clusters Score -829635 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -829877.312500 Penalty: 4329.620605
	Iteration 31Q: 3 clusters Score -829877.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -830037.562500 Penalty: 4329.620605
	Iteration 32Q: 3 clusters Score -830037.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -830125.687500 Penalty: 4329.620605
	Iteration 33Q: 3 clusters Score -830125.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -830168.937500 Penalty: 4329.620605
	Iteration 34Q: 3 clusters Score -830168.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -830191.875000 Penalty: 4329.620605
	Iteration 35Q: 3 clusters Score -830191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -830209.937500 Penalty: 4329.620605
	Iteration 36Q: 3 clusters Score -830209.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -830219.375000 Penalty: 4329.620605
	Iteration 37Q: 3 clusters Score -830219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -830228.250000 Penalty: 4329.620605
	Iteration 38Q: 3 clusters Score -830228.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -830235.437500 Penalty: 4329.620605
	Iteration 39Q: 3 clusters Score -830235.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -830241.187500 Penalty: 4329.620605
	Iteration 40F: 3 clusters Score -830241.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -830245.125000 Penalty: 4329.620605
	Iteration 41Q: 3 clusters Score -830245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -830249.375000 Penalty: 4329.620605
	Iteration 42Q: 3 clusters Score -830249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -830250.312500 Penalty: 4329.620605
	Iteration 43Q: 3 clusters Score -830250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -830251.812500 Penalty: 4329.620605
	Iteration 44Q: 3 clusters Score -830251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -830252.687500 Penalty: 4329.620605
	Iteration 45Q: 3 clusters Score -830252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -830252.437500 Penalty: 4329.620605
	Iteration 46Q: 3 clusters Score -830252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -830252.000000 Penalty: 4329.620605
	Iteration 47Q: 3 clusters Score -830252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -830253.250000 Penalty: 4329.620605
	Iteration 48Q: 3 clusters Score -830253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -830253.437500 Penalty: 4329.620605
	Iteration 49Q: 3 clusters Score -830253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -830253.500000 Penalty: 4329.620605
	Iteration 50Q: 3 clusters Score -830253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -830254.437500 Penalty: 4329.620605
	Iteration 51Q: 3 clusters Score -830254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -830254.125000 Penalty: 4329.620605
	Iteration 52Q: 3 clusters Score -830254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -830256.062500 Penalty: 4329.620605
	Iteration 53Q: 3 clusters Score -830256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -830256.875000 Penalty: 4329.620605
	Iteration 54Q: 3 clusters Score -830256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -830257.125000 Penalty: 4329.620605
	Iteration 55Q: 3 clusters Score -830257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -830257.125000 Penalty: 4329.620605
	Iteration 56F: 3 clusters Score -830257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Entering Unmasked Estep 
Score: -10145967.000000 Penalty: 2787.073486
	Iteration 0F: 2 clusters Score -1.014597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -10095134.000000 Penalty: 5574.146973
	Iteration 0F: 3 clusters Score -1.009513e+07 nChanged 35426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -10115317.000000 Penalty: 5574.146973
	Iteration 1F: 3 clusters Score -1.011532e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -10115832.000000 Penalty: 5574.146973
	Iteration 2Q: 3 clusters Score -1.011583e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -10116521.000000 Penalty: 5574.146973
	Iteration 3Q: 3 clusters Score -1.011652e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -10117414.000000 Penalty: 5574.146973
	Iteration 4Q: 3 clusters Score -1.011741e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -10118491.000000 Penalty: 5574.146973
	Iteration 5Q: 3 clusters Score -1.011849e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10120017.000000 Penalty: 5574.146973
	Iteration 6Q: 3 clusters Score -1.012002e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -10122067.000000 Penalty: 5574.146973
	Iteration 7F: 3 clusters Score -1.012207e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -10124742.000000 Penalty: 5574.146973
	Iteration 8F: 3 clusters Score -1.012474e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -10128157.000000 Penalty: 5574.146973
	Iteration 9F: 3 clusters Score -1.012816e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -10132111.000000 Penalty: 5574.146973
	Iteration 10F: 3 clusters Score -1.013211e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -10135726.000000 Penalty: 5574.146973
	Iteration 11F: 3 clusters Score -1.013573e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -10138170.000000 Penalty: 5574.146973
	Iteration 12Q: 3 clusters Score -1.013817e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -10139621.000000 Penalty: 5574.146973
	Iteration 13Q: 3 clusters Score -1.013962e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -10140612.000000 Penalty: 5574.146973
	Iteration 14Q: 3 clusters Score -1.014061e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -10141371.000000 Penalty: 5574.146973
	Iteration 15Q: 3 clusters Score -1.014137e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10141927.000000 Penalty: 5574.146973
	Iteration 16Q: 3 clusters Score -1.014193e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -10142314.000000 Penalty: 5574.146973
	Iteration 17Q: 3 clusters Score -1.014231e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -10142532.000000 Penalty: 5574.146973
	Iteration 18Q: 3 clusters Score -1.014253e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -10142705.000000 Penalty: 5574.146973
	Iteration 19Q: 3 clusters Score -1.01427e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -10142850.000000 Penalty: 5574.146973
	Iteration 20F: 3 clusters Score -1.014285e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -10142958.000000 Penalty: 5574.146973
	Iteration 21Q: 3 clusters Score -1.014296e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -10143017.000000 Penalty: 5574.146973
	Iteration 22Q: 3 clusters Score -1.014302e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -10143096.000000 Penalty: 5574.146973
	Iteration 23Q: 3 clusters Score -1.01431e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -10143151.000000 Penalty: 5574.146973
	Iteration 24Q: 3 clusters Score -1.014315e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -10143212.000000 Penalty: 5574.146973
	Iteration 25Q: 3 clusters Score -1.014321e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -10143335.000000 Penalty: 5574.146973
	Iteration 26Q: 3 clusters Score -1.014334e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -10143405.000000 Penalty: 5574.146973
	Iteration 27Q: 3 clusters Score -1.01434e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -10143485.000000 Penalty: 5574.146973
	Iteration 28Q: 3 clusters Score -1.014348e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -10143521.000000 Penalty: 5574.146973
	Iteration 29Q: 3 clusters Score -1.014352e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -10143554.000000 Penalty: 5574.146973
	Iteration 30Q: 3 clusters Score -1.014355e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -10143566.000000 Penalty: 5574.146973
	Iteration 31Q: 3 clusters Score -1.014357e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -10143554.000000 Penalty: 5574.146973
	Iteration 32Q: 3 clusters Score -1.014355e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -10143585.000000 Penalty: 5574.146973
	Iteration 33Q: 3 clusters Score -1.014358e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -10143592.000000 Penalty: 5574.146973
	Iteration 34Q: 3 clusters Score -1.014359e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -10143601.000000 Penalty: 5574.146973
	Iteration 35Q: 3 clusters Score -1.01436e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -10143635.000000 Penalty: 5574.146973
	Iteration 36Q: 3 clusters Score -1.014364e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -10143668.000000 Penalty: 5574.146973
	Iteration 37Q: 3 clusters Score -1.014367e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -10143680.000000 Penalty: 5574.146973
	Iteration 38Q: 3 clusters Score -1.014368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -10143711.000000 Penalty: 5574.146973
	Iteration 39Q: 3 clusters Score -1.014371e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -10143748.000000 Penalty: 5574.146973
	Iteration 40F: 3 clusters Score -1.014375e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -10143753.000000 Penalty: 5574.146973
	Iteration 41Q: 3 clusters Score -1.014375e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -10143765.000000 Penalty: 5574.146973
	Iteration 42Q: 3 clusters Score -1.014376e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -10143784.000000 Penalty: 5574.146973
	Iteration 43Q: 3 clusters Score -1.014378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -10143780.000000 Penalty: 5574.146973
	Iteration 44Q: 3 clusters Score -1.014378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -10143795.000000 Penalty: 5574.146973
	Iteration 45Q: 3 clusters Score -1.01438e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -10143800.000000 Penalty: 5574.146973
	Iteration 46Q: 3 clusters Score -1.01438e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -10143808.000000 Penalty: 5574.146973
	Iteration 47Q: 3 clusters Score -1.014381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -10143831.000000 Penalty: 5574.146973
	Iteration 48Q: 3 clusters Score -1.014383e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -10143828.000000 Penalty: 5574.146973
	Iteration 49Q: 3 clusters Score -1.014383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -10143843.000000 Penalty: 5574.146973
	Iteration 50Q: 3 clusters Score -1.014384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -10143857.000000 Penalty: 5574.146973
	Iteration 51Q: 3 clusters Score -1.014386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -10143859.000000 Penalty: 5574.146973
	Iteration 52Q: 3 clusters Score -1.014386e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -10143879.000000 Penalty: 5574.146973
	Iteration 53Q: 3 clusters Score -1.014388e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -10143882.000000 Penalty: 5574.146973
	Iteration 54Q: 3 clusters Score -1.014388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -10143871.000000 Penalty: 5574.146973
	Iteration 55Q: 3 clusters Score -1.014387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -10143883.000000 Penalty: 5574.146973
	Iteration 56Q: 3 clusters Score -1.014388e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -10143886.000000 Penalty: 5574.146973
	Iteration 57Q: 3 clusters Score -1.014389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -10143894.000000 Penalty: 5574.146973
	Iteration 58Q: 3 clusters Score -1.014389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -10143917.000000 Penalty: 5574.146973
	Iteration 59Q: 3 clusters Score -1.014392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -10143917.000000 Penalty: 5574.146973
	Iteration 60F: 3 clusters Score -1.014392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10143926.000000 Penalty: 5574.146973
	Iteration 61Q: 3 clusters Score -1.014393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -10143941.000000 Penalty: 5574.146973
	Iteration 62Q: 3 clusters Score -1.014394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -10143935.000000 Penalty: 5574.146973
	Iteration 63Q: 3 clusters Score -1.014394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -10143932.000000 Penalty: 5574.146973
	Iteration 64Q: 3 clusters Score -1.014393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -10143937.000000 Penalty: 5574.146973
	Iteration 65Q: 3 clusters Score -1.014394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -10143938.000000 Penalty: 5574.146973
	Iteration 66Q: 3 clusters Score -1.014394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -10143929.000000 Penalty: 5574.146973
	Iteration 67Q: 3 clusters Score -1.014393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -10143922.000000 Penalty: 5574.146973
	Iteration 68Q: 3 clusters Score -1.014392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -10143920.000000 Penalty: 5574.146973
	Iteration 69Q: 3 clusters Score -1.014392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -10143927.000000 Penalty: 5574.146973
	Iteration 70Q: 3 clusters Score -1.014393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -10143921.000000 Penalty: 5574.146973
	Iteration 71Q: 3 clusters Score -1.014392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -10143924.000000 Penalty: 5574.146973
	Iteration 72Q: 3 clusters Score -1.014392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -10143925.000000 Penalty: 5574.146973
	Iteration 73Q: 3 clusters Score -1.014392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -10143931.000000 Penalty: 5574.146973
	Iteration 74Q: 3 clusters Score -1.014393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -10143918.000000 Penalty: 5574.146973
	Iteration 75Q: 3 clusters Score -1.014392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -10143923.000000 Penalty: 5574.146973
	Iteration 76Q: 3 clusters Score -1.014392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -10143925.000000 Penalty: 5574.146973
	Iteration 77Q: 3 clusters Score -1.014392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -10143933.000000 Penalty: 5574.146973
	Iteration 78Q: 3 clusters Score -1.014393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -10143938.000000 Penalty: 5574.146973
	Iteration 79Q: 3 clusters Score -1.014394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -10143946.000000 Penalty: 5574.146973
	Iteration 80F: 3 clusters Score -1.014395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 5574.146973
	Iteration 81Q: 3 clusters Score -1.014395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 5574.146973
	Iteration 82Q: 3 clusters Score -1.014395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 5574.146973
	Iteration 83Q: 3 clusters Score -1.014395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 5574.146973
	Iteration 84Q: 3 clusters Score -1.014395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -10143957.000000 Penalty: 5574.146973
	Iteration 85Q: 3 clusters Score -1.014396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -10143960.000000 Penalty: 5574.146973
	Iteration 86Q: 3 clusters Score -1.014396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -10143961.000000 Penalty: 5574.146973
	Iteration 87Q: 3 clusters Score -1.014396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -10143960.000000 Penalty: 5574.146973
	Iteration 88Q: 3 clusters Score -1.014396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -10143964.000000 Penalty: 5574.146973
	Iteration 89Q: 3 clusters Score -1.014396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -10143963.000000 Penalty: 5574.146973
	Iteration 90Q: 3 clusters Score -1.014396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -10143959.000000 Penalty: 5574.146973
	Iteration 91Q: 3 clusters Score -1.014396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -10143962.000000 Penalty: 5574.146973
	Iteration 92Q: 3 clusters Score -1.014396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -10143954.000000 Penalty: 5574.146973
	Iteration 93Q: 3 clusters Score -1.014395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -10143958.000000 Penalty: 5574.146973
	Iteration 94Q: 3 clusters Score -1.014396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -10143958.000000 Penalty: 5574.146973
	Iteration 95F: 3 clusters Score -1.014396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (202075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202075 members 
Entering Unmasked Estep 
Score: -27661536.000000 Penalty: 3029.665771
	Iteration 0F: 2 clusters Score -2.766154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -27535494.000000 Penalty: 6059.331543
	Iteration 0F: 3 clusters Score -2.753549e+07 nChanged 96952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -27591254.000000 Penalty: 6059.331543
	Iteration 1F: 3 clusters Score -2.759125e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -27592204.000000 Penalty: 6059.331543
	Iteration 2Q: 3 clusters Score -2.75922e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -27593052.000000 Penalty: 6059.331543
	Iteration 3Q: 3 clusters Score -2.759305e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -27594150.000000 Penalty: 6059.331543
	Iteration 4Q: 3 clusters Score -2.759415e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -27595332.000000 Penalty: 6059.331543
	Iteration 5Q: 3 clusters Score -2.759533e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -27596946.000000 Penalty: 6059.331543
	Iteration 6Q: 3 clusters Score -2.759695e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 108821 members 
Entering Unmasked Estep 
Score: -27599518.000000 Penalty: 6059.331543
	Iteration 7Q: 3 clusters Score -2.759952e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -27603792.000000 Penalty: 6059.331543
	Iteration 8Q: 3 clusters Score -2.760379e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -27610524.000000 Penalty: 6059.331543
	Iteration 9F: 3 clusters Score -2.761052e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -27619974.000000 Penalty: 6059.331543
	Iteration 10F: 3 clusters Score -2.761997e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -27628234.000000 Penalty: 6059.331543
	Iteration 11F: 3 clusters Score -2.762823e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 127352 members 
Entering Unmasked Estep 
Score: -27632502.000000 Penalty: 6059.331543
	Iteration 12Q: 3 clusters Score -2.76325e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -27634180.000000 Penalty: 6059.331543
	Iteration 13Q: 3 clusters Score -2.763418e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -27634860.000000 Penalty: 6059.331543
	Iteration 14Q: 3 clusters Score -2.763486e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -27635310.000000 Penalty: 6059.331543
	Iteration 15Q: 3 clusters Score -2.763531e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -27635932.000000 Penalty: 6059.331543
	Iteration 16Q: 3 clusters Score -2.763593e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -27636560.000000 Penalty: 6059.331543
	Iteration 17Q: 3 clusters Score -2.763656e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -27637078.000000 Penalty: 6059.331543
	Iteration 18Q: 3 clusters Score -2.763708e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -27637894.000000 Penalty: 6059.331543
	Iteration 19Q: 3 clusters Score -2.763789e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -27638574.000000 Penalty: 6059.331543
	Iteration 20F: 3 clusters Score -2.763857e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -27639338.000000 Penalty: 6059.331543
	Iteration 21Q: 3 clusters Score -2.763934e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -27640156.000000 Penalty: 6059.331543
	Iteration 22Q: 3 clusters Score -2.764016e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -27640956.000000 Penalty: 6059.331543
	Iteration 23Q: 3 clusters Score -2.764096e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -27641776.000000 Penalty: 6059.331543
	Iteration 24Q: 3 clusters Score -2.764178e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -27642706.000000 Penalty: 6059.331543
	Iteration 25Q: 3 clusters Score -2.764271e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -27643586.000000 Penalty: 6059.331543
	Iteration 26Q: 3 clusters Score -2.764359e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -27644434.000000 Penalty: 6059.331543
	Iteration 27Q: 3 clusters Score -2.764443e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -27645396.000000 Penalty: 6059.331543
	Iteration 28Q: 3 clusters Score -2.76454e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -27646368.000000 Penalty: 6059.331543
	Iteration 29Q: 3 clusters Score -2.764637e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -27647074.000000 Penalty: 6059.331543
	Iteration 30Q: 3 clusters Score -2.764707e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -27647748.000000 Penalty: 6059.331543
	Iteration 31Q: 3 clusters Score -2.764775e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 180565 members 
Entering Unmasked Estep 
Score: -27648556.000000 Penalty: 6059.331543
	Iteration 32Q: 3 clusters Score -2.764856e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -27649212.000000 Penalty: 6059.331543
	Iteration 33Q: 3 clusters Score -2.764921e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 184761 members 
Entering Unmasked Estep 
Score: -27649856.000000 Penalty: 6059.331543
	Iteration 34Q: 3 clusters Score -2.764986e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 186752 members 
Entering Unmasked Estep 
Score: -27650818.000000 Penalty: 6059.331543
	Iteration 35Q: 3 clusters Score -2.765082e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 188614 members 
Entering Unmasked Estep 
Score: -27651468.000000 Penalty: 6059.331543
	Iteration 36Q: 3 clusters Score -2.765147e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -27652200.000000 Penalty: 6059.331543
	Iteration 37Q: 3 clusters Score -2.76522e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 191916 members 
Entering Unmasked Estep 
Score: -27652978.000000 Penalty: 6059.331543
	Iteration 38Q: 3 clusters Score -2.765298e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -27653734.000000 Penalty: 6059.331543
	Iteration 39Q: 3 clusters Score -2.765373e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -27654336.000000 Penalty: 6059.331543
	Iteration 40F: 3 clusters Score -2.765434e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 195885 members 
Entering Unmasked Estep 
Score: -27654970.000000 Penalty: 6059.331543
	Iteration 41Q: 3 clusters Score -2.765497e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 196913 members 
Entering Unmasked Estep 
Score: -27655740.000000 Penalty: 6059.331543
	Iteration 42Q: 3 clusters Score -2.765574e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -27656142.000000 Penalty: 6059.331543
	Iteration 43Q: 3 clusters Score -2.765614e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -27656638.000000 Penalty: 6059.331543
	Iteration 44Q: 3 clusters Score -2.765664e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 199034 members 
Entering Unmasked Estep 
Score: -27656884.000000 Penalty: 6059.331543
	Iteration 45Q: 3 clusters Score -2.765688e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 199486 members 
Entering Unmasked Estep 
Score: -27657178.000000 Penalty: 6059.331543
	Iteration 46Q: 3 clusters Score -2.765718e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 199851 members 
Entering Unmasked Estep 
Score: -27657456.000000 Penalty: 6059.331543
	Iteration 47Q: 3 clusters Score -2.765746e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 200135 members 
Entering Unmasked Estep 
Score: -27657700.000000 Penalty: 6059.331543
	Iteration 48Q: 3 clusters Score -2.76577e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 200352 members 
Entering Unmasked Estep 
Score: -27657848.000000 Penalty: 6059.331543
	Iteration 49Q: 3 clusters Score -2.765785e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 200530 members 
Entering Unmasked Estep 
Score: -27657982.000000 Penalty: 6059.331543
	Iteration 50Q: 3 clusters Score -2.765798e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 200680 members 
Entering Unmasked Estep 
Score: -27658098.000000 Penalty: 6059.331543
	Iteration 51Q: 3 clusters Score -2.76581e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 200790 members 
Entering Unmasked Estep 
Score: -27658204.000000 Penalty: 6059.331543
	Iteration 52Q: 3 clusters Score -2.76582e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 200882 members 
Entering Unmasked Estep 
Score: -27658292.000000 Penalty: 6059.331543
	Iteration 53Q: 3 clusters Score -2.765829e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
Score: -27658324.000000 Penalty: 6059.331543
	Iteration 54Q: 3 clusters Score -2.765832e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -27658364.000000 Penalty: 6059.331543
	Iteration 55Q: 3 clusters Score -2.765836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 201047 members 
Entering Unmasked Estep 
Score: -27658374.000000 Penalty: 6059.331543
	Iteration 56Q: 3 clusters Score -2.765837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 201086 members 
Entering Unmasked Estep 
Score: -27658420.000000 Penalty: 6059.331543
	Iteration 57Q: 3 clusters Score -2.765842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 201114 members 
Entering Unmasked Estep 
Score: -27658444.000000 Penalty: 6059.331543
	Iteration 58Q: 3 clusters Score -2.765844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 201139 members 
Entering Unmasked Estep 
Score: -27658502.000000 Penalty: 6059.331543
	Iteration 59Q: 3 clusters Score -2.76585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 201153 members 
Entering Unmasked Estep 
Score: -27658496.000000 Penalty: 6059.331543
	Iteration 60F: 3 clusters Score -2.76585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 201159 members 
Entering Unmasked Estep 
Score: -27658516.000000 Penalty: 6059.331543
	Iteration 61Q: 3 clusters Score -2.765852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 201165 members 
Entering Unmasked Estep 
Score: -27658506.000000 Penalty: 6059.331543
	Iteration 62Q: 3 clusters Score -2.765851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 201169 members 
Entering Unmasked Estep 
Score: -27658528.000000 Penalty: 6059.331543
	Iteration 63Q: 3 clusters Score -2.765853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 201173 members 
Entering Unmasked Estep 
Score: -27658534.000000 Penalty: 6059.331543
	Iteration 64Q: 3 clusters Score -2.765853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 201179 members 
Entering Unmasked Estep 
Score: -27658534.000000 Penalty: 6059.331543
	Iteration 65Q: 3 clusters Score -2.765853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 201184 members 
Entering Unmasked Estep 
Score: -27658534.000000 Penalty: 6059.331543
	Iteration 66Q: 3 clusters Score -2.765853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 201190 members 
Entering Unmasked Estep 
Score: -27658526.000000 Penalty: 6059.331543
	Iteration 67Q: 3 clusters Score -2.765853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -27658544.000000 Penalty: 6059.331543
	Iteration 68Q: 3 clusters Score -2.765854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 201193 members 
Entering Unmasked Estep 
Score: -27658538.000000 Penalty: 6059.331543
	Iteration 69Q: 3 clusters Score -2.765854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -27658532.000000 Penalty: 6059.331543
	Iteration 70Q: 3 clusters Score -2.765853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
Score: -27658544.000000 Penalty: 6059.331543
	Iteration 71Q: 3 clusters Score -2.765854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 201206 members 
Entering Unmasked Estep 
Score: -27658530.000000 Penalty: 6059.331543
	Iteration 72Q: 3 clusters Score -2.765853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 201210 members 
Entering Unmasked Estep 
Score: -27658534.000000 Penalty: 6059.331543
	Iteration 73Q: 3 clusters Score -2.765853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -27658546.000000 Penalty: 6059.331543
	Iteration 74Q: 3 clusters Score -2.765855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -27658546.000000 Penalty: 6059.331543
	Iteration 75F: 3 clusters Score -2.765855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -140488.593750 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -140488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138445.671875 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -138445.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138812.609375 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -138812.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139057.046875 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -139057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139227.671875 Penalty: 3507.079102
	Iteration 3F: 3 clusters Score -139227.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139310.140625 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -139310.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139376.593750 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -139376.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -139442.609375 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -139442.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139492.500000 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -139492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -139535.125000 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -139535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -139568.171875 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -139568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -139588.484375 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -139588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -139606.000000 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -139606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -139618.312500 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -139618.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139634.531250 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -139634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139642.718750 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -139642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -139645.453125 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -139645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -139646.609375 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -139646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139647.531250 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -139647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139647.531250 Penalty: 3507.079102
	Iteration 18F: 3 clusters Score -139647.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Entering Unmasked Estep 
Score: -4192344.750000 Penalty: 2559.439697
	Iteration 0F: 2 clusters Score -4192345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4171472.000000 Penalty: 5118.879395
	Iteration 0F: 3 clusters Score -4171472 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4179199.000000 Penalty: 5118.879395
	Iteration 1F: 3 clusters Score -4179199 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4179764.000000 Penalty: 5118.879395
	Iteration 2Q: 3 clusters Score -4179764 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4180368.500000 Penalty: 5118.879395
	Iteration 3Q: 3 clusters Score -4180368 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4181049.250000 Penalty: 5118.879395
	Iteration 4Q: 3 clusters Score -4181049 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4181914.000000 Penalty: 5118.879395
	Iteration 5Q: 3 clusters Score -4181914 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4183043.750000 Penalty: 5118.879395
	Iteration 6F: 3 clusters Score -4183044 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4184354.500000 Penalty: 5118.879395
	Iteration 7F: 3 clusters Score -4184354 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4185767.250000 Penalty: 5118.879395
	Iteration 8F: 3 clusters Score -4185767 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4187187.750000 Penalty: 5118.879395
	Iteration 9F: 3 clusters Score -4187188 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4188250.250000 Penalty: 5118.879395
	Iteration 10Q: 3 clusters Score -4188250 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4188988.750000 Penalty: 5118.879395
	Iteration 11Q: 3 clusters Score -4188989 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4189498.750000 Penalty: 5118.879395
	Iteration 12Q: 3 clusters Score -4189499 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4189763.000000 Penalty: 5118.879395
	Iteration 13Q: 3 clusters Score -4189763 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4189906.500000 Penalty: 5118.879395
	Iteration 14Q: 3 clusters Score -4189906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4189987.750000 Penalty: 5118.879395
	Iteration 15Q: 3 clusters Score -4189988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4190040.000000 Penalty: 5118.879395
	Iteration 16Q: 3 clusters Score -4190040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4190082.250000 Penalty: 5118.879395
	Iteration 17Q: 3 clusters Score -4190082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4190112.500000 Penalty: 5118.879395
	Iteration 18Q: 3 clusters Score -4190112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4190125.500000 Penalty: 5118.879395
	Iteration 19Q: 3 clusters Score -4190126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4190146.250000 Penalty: 5118.879395
	Iteration 20F: 3 clusters Score -4190146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4190164.250000 Penalty: 5118.879395
	Iteration 21Q: 3 clusters Score -4190164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4190170.250000 Penalty: 5118.879395
	Iteration 22Q: 3 clusters Score -4190170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4190178.750000 Penalty: 5118.879395
	Iteration 23Q: 3 clusters Score -4190179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4190183.250000 Penalty: 5118.879395
	Iteration 24Q: 3 clusters Score -4190183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4190189.000000 Penalty: 5118.879395
	Iteration 25Q: 3 clusters Score -4190189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4190194.750000 Penalty: 5118.879395
	Iteration 26Q: 3 clusters Score -4190195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4190201.750000 Penalty: 5118.879395
	Iteration 27Q: 3 clusters Score -4190202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4190208.000000 Penalty: 5118.879395
	Iteration 28Q: 3 clusters Score -4190208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4190209.250000 Penalty: 5118.879395
	Iteration 29Q: 3 clusters Score -4190209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4190208.750000 Penalty: 5118.879395
	Iteration 30Q: 3 clusters Score -4190209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4190211.000000 Penalty: 5118.879395
	Iteration 31Q: 3 clusters Score -4190211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4190211.000000 Penalty: 5118.879395
	Iteration 32Q: 3 clusters Score -4190211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4190207.000000 Penalty: 5118.879395
	Iteration 33Q: 3 clusters Score -4190207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4190211.000000 Penalty: 5118.879395
	Iteration 34Q: 3 clusters Score -4190211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4190218.000000 Penalty: 5118.879395
	Iteration 35Q: 3 clusters Score -4190218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4190221.000000 Penalty: 5118.879395
	Iteration 36Q: 3 clusters Score -4190221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4190231.000000 Penalty: 5118.879395
	Iteration 37Q: 3 clusters Score -4190231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4190229.500000 Penalty: 5118.879395
	Iteration 38Q: 3 clusters Score -4190230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4190231.500000 Penalty: 5118.879395
	Iteration 39Q: 3 clusters Score -4190232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4190229.250000 Penalty: 5118.879395
	Iteration 40F: 3 clusters Score -4190229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86390.789062 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86390.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84719.156250 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84719.16 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84972.859375 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84972.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85048.742188 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -85048.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85062.164062 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -85062.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85066.812500 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -85066.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85071.375000 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -85071.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85073.507812 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -85073.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85079.773438 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -85079.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85091.679688 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -85091.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85092.460938 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -85092.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85092.460938 Penalty: 3228.349365
	Iteration 10F: 3 clusters Score -85092.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -41209.125000 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -41209.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39886.675781 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -39886.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39990.324219 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -39990.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40031.632812 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -40031.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40048.765625 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -40048.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40079.726562 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -40079.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40089.550781 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -40089.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40097.042969 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -40097.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40100.457031 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -40100.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40100.457031 Penalty: 2899.833740
	Iteration 8F: 3 clusters Score -40100.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -706528.875000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -706528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -701685.437500 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -701685.4 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -702974.500000 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -702974.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -703352.875000 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -703352.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -703771.500000 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -703771.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -704151.625000 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -704151.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -704576.375000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -704576.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -704978.937500 Penalty: 4282.242188
	Iteration 6F: 3 clusters Score -704978.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -705248.375000 Penalty: 4282.242188
	Iteration 7F: 3 clusters Score -705248.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -705378.875000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -705378.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -705459.437500 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -705459.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -705507.500000 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -705507.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -705530.250000 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -705530.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -705545.625000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -705545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -705556.062500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -705556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -705560.937500 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -705560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -705565.125000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -705565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -705568.125000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -705568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -705569.187500 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -705569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -705572.875000 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -705572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -705571.750000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -705571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -705571.750000 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -705571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -705571.750000 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -705571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -705573.562500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -705573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -705574.187500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -705574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -705573.062500 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -705573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -705573.312500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -705573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -705573.312500 Penalty: 4282.242188
	Iteration 26F: 3 clusters Score -705573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Entering Unmasked Estep 
Score: -8349853.000000 Penalty: 2749.684326
	Iteration 0F: 2 clusters Score -8349853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -8306027.000000 Penalty: 5499.368652
	Iteration 0F: 3 clusters Score -8306027 nChanged 30449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -8323247.000000 Penalty: 5499.368652
	Iteration 1F: 3 clusters Score -8323247 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -8324291.500000 Penalty: 5499.368652
	Iteration 2Q: 3 clusters Score -8324292 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -8325472.500000 Penalty: 5499.368652
	Iteration 3Q: 3 clusters Score -8325472 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -8326902.000000 Penalty: 5499.368652
	Iteration 4Q: 3 clusters Score -8326902 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8328457.000000 Penalty: 5499.368652
	Iteration 5F: 3 clusters Score -8328457 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -8330115.500000 Penalty: 5499.368652
	Iteration 6F: 3 clusters Score -8330116 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8331984.000000 Penalty: 5499.368652
	Iteration 7F: 3 clusters Score -8331984 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8333740.500000 Penalty: 5499.368652
	Iteration 8F: 3 clusters Score -8333740 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -8335481.000000 Penalty: 5499.368652
	Iteration 9Q: 3 clusters Score -8335481 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -8337160.000000 Penalty: 5499.368652
	Iteration 10Q: 3 clusters Score -8337160 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8338486.000000 Penalty: 5499.368652
	Iteration 11Q: 3 clusters Score -8338486 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8339526.000000 Penalty: 5499.368652
	Iteration 12Q: 3 clusters Score -8339526 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8340335.500000 Penalty: 5499.368652
	Iteration 13Q: 3 clusters Score -8340336 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -8340957.500000 Penalty: 5499.368652
	Iteration 14Q: 3 clusters Score -8340958 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -8341489.500000 Penalty: 5499.368652
	Iteration 15Q: 3 clusters Score -8341490 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -8341983.500000 Penalty: 5499.368652
	Iteration 16Q: 3 clusters Score -8341984 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -8342443.000000 Penalty: 5499.368652
	Iteration 17Q: 3 clusters Score -8342443 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -8342855.500000 Penalty: 5499.368652
	Iteration 18Q: 3 clusters Score -8342856 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -8343200.500000 Penalty: 5499.368652
	Iteration 19Q: 3 clusters Score -8343200 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8343540.000000 Penalty: 5499.368652
	Iteration 20F: 3 clusters Score -8343540 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -8343914.500000 Penalty: 5499.368652
	Iteration 21Q: 3 clusters Score -8343914 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -8344298.000000 Penalty: 5499.368652
	Iteration 22Q: 3 clusters Score -8344298 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -8344721.500000 Penalty: 5499.368652
	Iteration 23Q: 3 clusters Score -8344722 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -8345140.000000 Penalty: 5499.368652
	Iteration 24Q: 3 clusters Score -8345140 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -8345572.000000 Penalty: 5499.368652
	Iteration 25Q: 3 clusters Score -8345572 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -8345998.500000 Penalty: 5499.368652
	Iteration 26Q: 3 clusters Score -8345998 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8346429.500000 Penalty: 5499.368652
	Iteration 27Q: 3 clusters Score -8346430 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8346841.000000 Penalty: 5499.368652
	Iteration 28Q: 3 clusters Score -8346841 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8347228.000000 Penalty: 5499.368652
	Iteration 29Q: 3 clusters Score -8347228 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8347473.000000 Penalty: 5499.368652
	Iteration 30Q: 3 clusters Score -8347473 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -8347678.000000 Penalty: 5499.368652
	Iteration 31Q: 3 clusters Score -8347678 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -8347820.000000 Penalty: 5499.368652
	Iteration 32Q: 3 clusters Score -8347820 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8347915.500000 Penalty: 5499.368652
	Iteration 33Q: 3 clusters Score -8347916 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8347999.000000 Penalty: 5499.368652
	Iteration 34Q: 3 clusters Score -8347999 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -8348062.000000 Penalty: 5499.368652
	Iteration 35Q: 3 clusters Score -8348062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8348112.500000 Penalty: 5499.368652
	Iteration 36Q: 3 clusters Score -8348112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8348151.500000 Penalty: 5499.368652
	Iteration 37Q: 3 clusters Score -8348152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8348177.500000 Penalty: 5499.368652
	Iteration 38Q: 3 clusters Score -8348178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8348193.000000 Penalty: 5499.368652
	Iteration 39Q: 3 clusters Score -8348193 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8348211.000000 Penalty: 5499.368652
	Iteration 40F: 3 clusters Score -8348211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8348223.500000 Penalty: 5499.368652
	Iteration 41Q: 3 clusters Score -8348224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8348255.500000 Penalty: 5499.368652
	Iteration 42Q: 3 clusters Score -8348256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8348262.000000 Penalty: 5499.368652
	Iteration 43Q: 3 clusters Score -8348262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8348287.500000 Penalty: 5499.368652
	Iteration 44Q: 3 clusters Score -8348288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8348302.500000 Penalty: 5499.368652
	Iteration 45Q: 3 clusters Score -8348302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8348322.000000 Penalty: 5499.368652
	Iteration 46Q: 3 clusters Score -8348322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8348334.000000 Penalty: 5499.368652
	Iteration 47Q: 3 clusters Score -8348334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8348327.500000 Penalty: 5499.368652
	Iteration 48Q: 3 clusters Score -8348328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8348329.000000 Penalty: 5499.368652
	Iteration 49Q: 3 clusters Score -8348329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8348335.000000 Penalty: 5499.368652
	Iteration 50Q: 3 clusters Score -8348335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8348318.500000 Penalty: 5499.368652
	Iteration 51Q: 3 clusters Score -8348318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8348329.000000 Penalty: 5499.368652
	Iteration 52Q: 3 clusters Score -8348329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8348342.500000 Penalty: 5499.368652
	Iteration 53Q: 3 clusters Score -8348342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8348349.500000 Penalty: 5499.368652
	Iteration 54Q: 3 clusters Score -8348350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8348348.500000 Penalty: 5499.368652
	Iteration 55Q: 3 clusters Score -8348348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8348349.000000 Penalty: 5499.368652
	Iteration 56Q: 3 clusters Score -8348349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8348339.500000 Penalty: 5499.368652
	Iteration 57Q: 3 clusters Score -8348340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8348342.000000 Penalty: 5499.368652
	Iteration 58Q: 3 clusters Score -8348342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8348349.000000 Penalty: 5499.368652
	Iteration 59Q: 3 clusters Score -8348349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8348356.000000 Penalty: 5499.368652
	Iteration 60F: 3 clusters Score -8348356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8348347.500000 Penalty: 5499.368652
	Iteration 61Q: 3 clusters Score -8348348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8348353.000000 Penalty: 5499.368652
	Iteration 62Q: 3 clusters Score -8348353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8348355.000000 Penalty: 5499.368652
	Iteration 63Q: 3 clusters Score -8348355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8348355.000000 Penalty: 5499.368652
	Iteration 64Q: 3 clusters Score -8348355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8348358.500000 Penalty: 5499.368652
	Iteration 65Q: 3 clusters Score -8348358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8348357.500000 Penalty: 5499.368652
	Iteration 66Q: 3 clusters Score -8348358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8348362.000000 Penalty: 5499.368652
	Iteration 67Q: 3 clusters Score -8348362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8348364.500000 Penalty: 5499.368652
	Iteration 68Q: 3 clusters Score -8348364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8348355.000000 Penalty: 5499.368652
	Iteration 69Q: 3 clusters Score -8348355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8348364.500000 Penalty: 5499.368652
	Iteration 70Q: 3 clusters Score -8348364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8348360.500000 Penalty: 5499.368652
	Iteration 71Q: 3 clusters Score -8348360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8348365.000000 Penalty: 5499.368652
	Iteration 72Q: 3 clusters Score -8348365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8348368.500000 Penalty: 5499.368652
	Iteration 73Q: 3 clusters Score -8348368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8348371.000000 Penalty: 5499.368652
	Iteration 74Q: 3 clusters Score -8348371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8348362.000000 Penalty: 5499.368652
	Iteration 75Q: 3 clusters Score -8348362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8348369.500000 Penalty: 5499.368652
	Iteration 76Q: 3 clusters Score -8348370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8348367.500000 Penalty: 5499.368652
	Iteration 77Q: 3 clusters Score -8348368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8348367.500000 Penalty: 5499.368652
	Iteration 78Q: 3 clusters Score -8348368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8348355.000000 Penalty: 5499.368652
	Iteration 79Q: 3 clusters Score -8348355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8348370.000000 Penalty: 5499.368652
	Iteration 80F: 3 clusters Score -8348370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8348371.500000 Penalty: 5499.368652
	Iteration 81Q: 3 clusters Score -8348372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8348381.000000 Penalty: 5499.368652
	Iteration 82Q: 3 clusters Score -8348381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8348376.000000 Penalty: 5499.368652
	Iteration 83Q: 3 clusters Score -8348376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8348368.500000 Penalty: 5499.368652
	Iteration 84Q: 3 clusters Score -8348368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8348373.000000 Penalty: 5499.368652
	Iteration 85Q: 3 clusters Score -8348373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8348376.000000 Penalty: 5499.368652
	Iteration 86Q: 3 clusters Score -8348376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8348377.000000 Penalty: 5499.368652
	Iteration 87Q: 3 clusters Score -8348377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8348370.500000 Penalty: 5499.368652
	Iteration 88Q: 3 clusters Score -8348370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8348379.000000 Penalty: 5499.368652
	Iteration 89Q: 3 clusters Score -8348379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8348374.000000 Penalty: 5499.368652
	Iteration 90Q: 3 clusters Score -8348374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8348374.000000 Penalty: 5499.368652
	Iteration 91F: 3 clusters Score -8348374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -32503.152344 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -32503.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31252.443359 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -31252.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31348.513672 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31348.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31363.472656 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -31363.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31367.990234 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31367.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31374.283203 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31374.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31381.369141 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -31381.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31381.369141 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -31381.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -324866.031250 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -324866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321921.156250 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -321921.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322482.468750 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -322482.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -322633.937500 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -322633.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322711.375000 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -322711.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322746.718750 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -322746.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -322771.843750 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -322771.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -322794.000000 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -322794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -322813.687500 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -322813.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -322836.906250 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -322836.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -322849.125000 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -322849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -322865.718750 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -322865.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322878.531250 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -322878.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -322897.250000 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -322897.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -322936.437500 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -322936.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -322980.093750 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -322980.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -323010.250000 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -323010.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -323038.312500 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -323038.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -323065.250000 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -323065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -323087.625000 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -323087.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -323106.781250 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -323106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323118.781250 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -323118.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -323133.468750 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -323133.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -323149.750000 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -323149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -323163.718750 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -323163.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -323171.531250 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -323171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -323180.593750 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -323180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -323184.593750 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -323184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -323186.593750 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -323186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -323188.562500 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -323188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -323191.343750 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -323191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -323193.000000 Penalty: 3876.542725
	Iteration 30Q: 3 clusters Score -323193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -323194.875000 Penalty: 3876.542725
	Iteration 31Q: 3 clusters Score -323194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -323196.218750 Penalty: 3876.542725
	Iteration 32Q: 3 clusters Score -323196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -323197.875000 Penalty: 3876.542725
	Iteration 33Q: 3 clusters Score -323197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -323201.343750 Penalty: 3876.542725
	Iteration 34Q: 3 clusters Score -323201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -323209.843750 Penalty: 3876.542725
	Iteration 35Q: 3 clusters Score -323209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -323223.187500 Penalty: 3876.542725
	Iteration 36Q: 3 clusters Score -323223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -323229.562500 Penalty: 3876.542725
	Iteration 37Q: 3 clusters Score -323229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -323234.375000 Penalty: 3876.542725
	Iteration 38Q: 3 clusters Score -323234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -323241.375000 Penalty: 3876.542725
	Iteration 39Q: 3 clusters Score -323241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -323248.375000 Penalty: 3876.542725
	Iteration 40F: 3 clusters Score -323248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -323253.281250 Penalty: 3876.542725
	Iteration 41Q: 3 clusters Score -323253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -323257.687500 Penalty: 3876.542725
	Iteration 42Q: 3 clusters Score -323257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -323261.656250 Penalty: 3876.542725
	Iteration 43Q: 3 clusters Score -323261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -323267.531250 Penalty: 3876.542725
	Iteration 44Q: 3 clusters Score -323267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -323271.093750 Penalty: 3876.542725
	Iteration 45Q: 3 clusters Score -323271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -323273.656250 Penalty: 3876.542725
	Iteration 46Q: 3 clusters Score -323273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -323274.312500 Penalty: 3876.542725
	Iteration 47Q: 3 clusters Score -323274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -323275.000000 Penalty: 3876.542725
	Iteration 48Q: 3 clusters Score -323275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -323275.000000 Penalty: 3876.542725
	Iteration 49F: 3 clusters Score -323275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -106638.609375 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -106638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104853.859375 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -104853.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105217.773438 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -105217.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105369.281250 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -105369.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105491.914062 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -105491.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105568.031250 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -105568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105647.796875 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -105647.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105770.953125 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -105771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105848.843750 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -105848.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105907.046875 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -105907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105976.812500 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -105976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106052.937500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -106052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106104.859375 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -106104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106117.671875 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -106117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106121.992188 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -106122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106125.085938 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -106125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106125.085938 Penalty: 3347.384766
	Iteration 15F: 3 clusters Score -106125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Entering Unmasked Estep 
Score: -14477669.000000 Penalty: 2871.910645
	Iteration 0F: 2 clusters Score -1.447767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -14406301.000000 Penalty: 5743.821289
	Iteration 0F: 3 clusters Score -1.44063e+07 nChanged 50562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -14435483.000000 Penalty: 5743.821289
	Iteration 1F: 3 clusters Score -1.443548e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -14436473.000000 Penalty: 5743.821289
	Iteration 2Q: 3 clusters Score -1.443647e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -14437938.000000 Penalty: 5743.821289
	Iteration 3Q: 3 clusters Score -1.443794e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -14440056.000000 Penalty: 5743.821289
	Iteration 4Q: 3 clusters Score -1.444006e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -14443286.000000 Penalty: 5743.821289
	Iteration 5F: 3 clusters Score -1.444329e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -14447787.000000 Penalty: 5743.821289
	Iteration 6F: 3 clusters Score -1.444779e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -14453828.000000 Penalty: 5743.821289
	Iteration 7F: 3 clusters Score -1.445383e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -14459672.000000 Penalty: 5743.821289
	Iteration 8F: 3 clusters Score -1.445967e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -14464472.000000 Penalty: 5743.821289
	Iteration 9F: 3 clusters Score -1.446447e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -14467776.000000 Penalty: 5743.821289
	Iteration 10Q: 3 clusters Score -1.446778e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -14469846.000000 Penalty: 5743.821289
	Iteration 11Q: 3 clusters Score -1.446985e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -14471134.000000 Penalty: 5743.821289
	Iteration 12Q: 3 clusters Score -1.447113e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -14472035.000000 Penalty: 5743.821289
	Iteration 13Q: 3 clusters Score -1.447204e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -14472621.000000 Penalty: 5743.821289
	Iteration 14Q: 3 clusters Score -1.447262e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -14473085.000000 Penalty: 5743.821289
	Iteration 15Q: 3 clusters Score -1.447308e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -14473480.000000 Penalty: 5743.821289
	Iteration 16Q: 3 clusters Score -1.447348e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -14473721.000000 Penalty: 5743.821289
	Iteration 17Q: 3 clusters Score -1.447372e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -14473975.000000 Penalty: 5743.821289
	Iteration 18Q: 3 clusters Score -1.447398e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -14474225.000000 Penalty: 5743.821289
	Iteration 19Q: 3 clusters Score -1.447422e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -14474405.000000 Penalty: 5743.821289
	Iteration 20F: 3 clusters Score -1.44744e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -14474571.000000 Penalty: 5743.821289
	Iteration 21Q: 3 clusters Score -1.447457e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -14474650.000000 Penalty: 5743.821289
	Iteration 22Q: 3 clusters Score -1.447465e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -14474799.000000 Penalty: 5743.821289
	Iteration 23Q: 3 clusters Score -1.44748e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -14474876.000000 Penalty: 5743.821289
	Iteration 24Q: 3 clusters Score -1.447488e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -14474984.000000 Penalty: 5743.821289
	Iteration 25Q: 3 clusters Score -1.447498e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -14475043.000000 Penalty: 5743.821289
	Iteration 26Q: 3 clusters Score -1.447504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -14475113.000000 Penalty: 5743.821289
	Iteration 27Q: 3 clusters Score -1.447511e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -14475127.000000 Penalty: 5743.821289
	Iteration 28Q: 3 clusters Score -1.447513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -14475156.000000 Penalty: 5743.821289
	Iteration 29Q: 3 clusters Score -1.447516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -14475182.000000 Penalty: 5743.821289
	Iteration 30Q: 3 clusters Score -1.447518e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -14475194.000000 Penalty: 5743.821289
	Iteration 31Q: 3 clusters Score -1.447519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -14475193.000000 Penalty: 5743.821289
	Iteration 32Q: 3 clusters Score -1.447519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -14475193.000000 Penalty: 5743.821289
	Iteration 33Q: 3 clusters Score -1.447519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -14475195.000000 Penalty: 5743.821289
	Iteration 34Q: 3 clusters Score -1.44752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -14475204.000000 Penalty: 5743.821289
	Iteration 35Q: 3 clusters Score -1.44752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -14475214.000000 Penalty: 5743.821289
	Iteration 36Q: 3 clusters Score -1.447521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -14475213.000000 Penalty: 5743.821289
	Iteration 37Q: 3 clusters Score -1.447521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -14475216.000000 Penalty: 5743.821289
	Iteration 38Q: 3 clusters Score -1.447522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -14475216.000000 Penalty: 5743.821289
	Iteration 39Q: 3 clusters Score -1.447522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -14475212.000000 Penalty: 5743.821289
	Iteration 40F: 3 clusters Score -1.447521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -14475212.000000 Penalty: 5743.821289
	Iteration 41Q: 3 clusters Score -1.447521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -14475211.000000 Penalty: 5743.821289
	Iteration 42Q: 3 clusters Score -1.447521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -14475215.000000 Penalty: 5743.821289
	Iteration 43Q: 3 clusters Score -1.447522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -14475226.000000 Penalty: 5743.821289
	Iteration 44Q: 3 clusters Score -1.447523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -14475237.000000 Penalty: 5743.821289
	Iteration 45Q: 3 clusters Score -1.447524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -14475243.000000 Penalty: 5743.821289
	Iteration 46Q: 3 clusters Score -1.447524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -14475238.000000 Penalty: 5743.821289
	Iteration 47Q: 3 clusters Score -1.447524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -14475245.000000 Penalty: 5743.821289
	Iteration 48Q: 3 clusters Score -1.447524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -14475225.000000 Penalty: 5743.821289
	Iteration 49Q: 3 clusters Score -1.447522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -14475233.000000 Penalty: 5743.821289
	Iteration 50Q: 3 clusters Score -1.447523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 105775 members 
Entering Unmasked Estep 
Score: -14475245.000000 Penalty: 5743.821289
	Iteration 51Q: 3 clusters Score -1.447524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -14475240.000000 Penalty: 5743.821289
	Iteration 52Q: 3 clusters Score -1.447524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -14475245.000000 Penalty: 5743.821289
	Iteration 53Q: 3 clusters Score -1.447524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -14475250.000000 Penalty: 5743.821289
	Iteration 54Q: 3 clusters Score -1.447525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14475243.000000 Penalty: 5743.821289
	Iteration 55Q: 3 clusters Score -1.447524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -14475243.000000 Penalty: 5743.821289
	Iteration 56Q: 3 clusters Score -1.447524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -14475246.000000 Penalty: 5743.821289
	Iteration 57Q: 3 clusters Score -1.447525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -14475251.000000 Penalty: 5743.821289
	Iteration 58Q: 3 clusters Score -1.447525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14475259.000000 Penalty: 5743.821289
	Iteration 59Q: 3 clusters Score -1.447526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -14475255.000000 Penalty: 5743.821289
	Iteration 60F: 3 clusters Score -1.447526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -141744.828125 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -141744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139674.656250 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -139674.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139981.406250 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -139981.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140117.437500 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -140117.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140229.718750 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -140229.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140320.921875 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -140320.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140396.468750 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -140396.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140454.171875 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -140454.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140533.968750 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -140534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140615.796875 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -140615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140659.250000 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -140659.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140687.375000 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -140687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140726.625000 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -140726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140747.812500 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -140747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140763.609375 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -140763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140771.015625 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -140771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140772.453125 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -140772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140773.531250 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -140773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140773.531250 Penalty: 3499.007080
	Iteration 17F: 3 clusters Score -140773.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1810276.750000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1810277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1800612.500000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1800612 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1803686.875000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1803687 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1804103.375000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1804103 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1804388.500000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1804388 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1804594.000000 Penalty: 4706.672363
	Iteration 4Q: 3 clusters Score -1804594 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1804784.125000 Penalty: 4706.672363
	Iteration 5Q: 3 clusters Score -1804784 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1805002.625000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1805003 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1805284.625000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1805285 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1805694.375000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1805694 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1806256.250000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1806256 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1807016.375000 Penalty: 4706.672363
	Iteration 10F: 3 clusters Score -1807016 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1807890.625000 Penalty: 4706.672363
	Iteration 11F: 3 clusters Score -1807891 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1808566.875000 Penalty: 4706.672363
	Iteration 12F: 3 clusters Score -1808567 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1808909.125000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1808909 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1809107.125000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1809107 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1809240.250000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1809240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1809337.750000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1809338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1809390.750000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1809391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1809418.250000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1809418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1809445.000000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1809445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1809465.375000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1809465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1809484.500000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1809484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1809502.500000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1809502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1809521.875000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1809522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1809525.125000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1809525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1809540.375000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1809540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1809540.500000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1809540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1809546.000000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1809546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1809552.625000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1809553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1809552.750000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1809553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1809553.375000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1809553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1809559.250000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1809559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1809558.500000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1809558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1809558.375000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1809558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1809561.500000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1809562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1809561.625000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1809562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1809561.375000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1809561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1809563.875000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1809564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1809560.875000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1809561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1809564.375000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1809564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1809564.750000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1809565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -87561.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -87561.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85838.312500 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -85838.31 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86108.671875 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -86108.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86232.117188 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -86232.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86281.664062 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -86281.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86307.031250 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -86307.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86328.242188 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -86328.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86345.296875 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -86345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86357.093750 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -86357.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86366.546875 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86366.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86377.250000 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86377.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86386.976562 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -86386.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86393.234375 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -86393.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86402.781250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -86402.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86410.179688 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -86410.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86414.632812 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -86414.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86422.398438 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -86422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86428.992188 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -86428.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86432.890625 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -86432.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86436.765625 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -86436.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86439.484375 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -86439.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86439.484375 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -86439.48 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -397012992.000000 Penalty: 107336.421875
23->30 Clusters: Score -397012992.000000, best is -397127712.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 43787 members 
Mstep: Class 4 contains 43341 members 
Mstep: Class 5 contains 43786 members 
Mstep: Class 6 contains 43692 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 43868 members 
Mstep: Class 9 contains 43600 members 
Mstep: Class 10 contains 43999 members 
Mstep: Class 11 contains 44068 members 
Mstep: Class 12 contains 44030 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 43769 members 
Mstep: Class 16 contains 43934 members 
Mstep: Class 17 contains 44250 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 44220 members 
Mstep: Class 20 contains 43858 members 
Mstep: Class 21 contains 44140 members 
Mstep: Class 22 contains 43641 members 
Mstep: Class 23 contains 43860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 575.478455 but Gain 3428.796875
Score: -128599632.000000 Penalty: 75433.601562
Iteration 0F: 23 clusters Score -1.285996e+08 nChanged 961973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2133 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 48473 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 41529 members 
Mstep: Class 5 contains 64999 members 
Mstep: Class 7 contains 23739 members 
Mstep: Class 8 contains 40105 members 
Mstep: Class 9 contains 95765 members 
Mstep: Class 10 contains 25314 members 
Mstep: Class 11 contains 38133 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 84213 members 
Mstep: Class 14 contains 33878 members 
Mstep: Class 15 contains 62747 members 
Mstep: Class 16 contains 49369 members 
Mstep: Class 17 contains 19477 members 
Mstep: Class 18 contains 17370 members 
Mstep: Class 19 contains 32991 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 21 contains 34654 members 
Mstep: Class 22 contains 31713 members 
Mstep: Class 23 contains 14018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131604184.000000 Penalty: 75433.601562
Iteration 1F: 23 clusters Score -1.316042e+08 nChanged 413809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2069 members 
Mstep: Class 1 contains 201600 members 
Mstep: Class 2 contains 45622 members 
Mstep: Class 3 contains 11965 members 
Mstep: Class 4 contains 37551 members 
Mstep: Class 5 contains 34885 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 119620 members 
Mstep: Class 10 contains 18333 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 27686 members 
Mstep: Class 13 contains 159915 members 
Mstep: Class 14 contains 31655 members 
Mstep: Class 15 contains 40761 members 
Mstep: Class 16 contains 52507 members 
Mstep: Class 17 contains 10588 members 
Mstep: Class 18 contains 10745 members 
Mstep: Class 19 contains 32539 members 
Mstep: Class 20 contains 17684 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 32763 members 
Mstep: Class 23 contains 11461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132528096.000000 Penalty: 75433.601562
Iteration 2F: 23 clusters Score -1.325281e+08 nChanged 288612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1447 members 
Mstep: Class 1 contains 167889 members 
Mstep: Class 2 contains 43213 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 37082 members 
Mstep: Class 5 contains 14085 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 8 contains 40133 members 
Mstep: Class 9 contains 148228 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 22934 members 
Mstep: Class 13 contains 226776 members 
Mstep: Class 14 contains 33618 members 
Mstep: Class 15 contains 31599 members 
Mstep: Class 16 contains 54637 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 42687 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 31115 members 
Mstep: Class 22 contains 29118 members 
Mstep: Class 23 contains 13113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133020536.000000 Penalty: 75433.601562
Iteration 3F: 23 clusters Score -1.330205e+08 nChanged 202052
Entering Unmasked Mstep 
Mstep: Class 0 contains 783 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 42407 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 42355 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 7 contains 12841 members 
Mstep: Class 8 contains 32883 members 
Mstep: Class 9 contains 159551 members 
Mstep: Class 10 contains 9246 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 26531 members 
Mstep: Class 13 contains 271870 members 
Mstep: Class 14 contains 31918 members 
Mstep: Class 15 contains 29123 members 
Mstep: Class 16 contains 48262 members 
Mstep: Class 17 contains 4531 members 
Mstep: Class 18 contains 8673 members 
Mstep: Class 19 contains 57433 members 
Mstep: Class 20 contains 8137 members 
Mstep: Class 21 contains 35349 members 
Mstep: Class 22 contains 23920 members 
Mstep: Class 23 contains 14297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133390440.000000 Penalty: 75433.601562
Iteration 4F: 23 clusters Score -1.333904e+08 nChanged 153451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 41193 members 
Mstep: Class 3 contains 9391 members 
Mstep: Class 4 contains 46731 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 24518 members 
Mstep: Class 9 contains 156046 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 31034 members 
Mstep: Class 13 contains 302955 members 
Mstep: Class 14 contains 25257 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 35738 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 66562 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 44024 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 13468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2628.139648 but Gain 3428.796875
Score: -133500408.000000 Penalty: 72004.804688
Iteration 5F: 22 clusters Score -1.335004e+08 nChanged 126066
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 112618 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 10047 members 
Mstep: Class 4 contains 50599 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 18909 members 
Mstep: Class 9 contains 147351 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 12 contains 35998 members 
Mstep: Class 13 contains 311352 members 
Mstep: Class 14 contains 18412 members 
Mstep: Class 15 contains 35815 members 
Mstep: Class 16 contains 26494 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 72708 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 51954 members 
Mstep: Class 22 contains 17267 members 
Mstep: Class 23 contains 12321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133571432.000000 Penalty: 72004.804688
Iteration 6F: 22 clusters Score -1.335714e+08 nChanged 99082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 119624 members 
Mstep: Class 2 contains 46232 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 54090 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 7 contains 13686 members 
Mstep: Class 8 contains 14947 members 
Mstep: Class 9 contains 136005 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 41826 members 
Mstep: Class 13 contains 302904 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 38366 members 
Mstep: Class 16 contains 21259 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 8629 members 
Mstep: Class 19 contains 76817 members 
Mstep: Class 20 contains 6108 members 
Mstep: Class 21 contains 58557 members 
Mstep: Class 22 contains 18258 members 
Mstep: Class 23 contains 11502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133646264.000000 Penalty: 72004.804688
Iteration 7F: 22 clusters Score -1.336463e+08 nChanged 84200
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 51496 members 
Mstep: Class 3 contains 11482 members 
Mstep: Class 4 contains 56429 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 124201 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 48922 members 
Mstep: Class 13 contains 291361 members 
Mstep: Class 14 contains 8482 members 
Mstep: Class 15 contains 39608 members 
Mstep: Class 16 contains 18774 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 8624 members 
Mstep: Class 19 contains 79055 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 63797 members 
Mstep: Class 22 contains 20130 members 
Mstep: Class 23 contains 11117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133714224.000000 Penalty: 72004.804688
Iteration 8F: 22 clusters Score -1.337142e+08 nChanged 74115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 133221 members 
Mstep: Class 2 contains 57375 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 57842 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 7 contains 11170 members 
Mstep: Class 8 contains 9570 members 
Mstep: Class 9 contains 113165 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 57873 members 
Mstep: Class 13 contains 280633 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 15 contains 39929 members 
Mstep: Class 16 contains 18006 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 8625 members 
Mstep: Class 19 contains 79760 members 
Mstep: Class 20 contains 7032 members 
Mstep: Class 21 contains 67849 members 
Mstep: Class 22 contains 21490 members 
Mstep: Class 23 contains 10695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133772840.000000 Penalty: 72004.804688
Iteration 9F: 22 clusters Score -1.337728e+08 nChanged 67029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 63718 members 
Mstep: Class 3 contains 12283 members 
Mstep: Class 4 contains 58301 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 8022 members 
Mstep: Class 9 contains 103305 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 12 contains 68841 members 
Mstep: Class 13 contains 269962 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 39702 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 8622 members 
Mstep: Class 19 contains 79248 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 71106 members 
Mstep: Class 22 contains 22176 members 
Mstep: Class 23 contains 10158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3163.487549 but Gain 3428.804688
Score: -133829592.000000 Penalty: 68576.000000
Iteration 10F: 21 clusters Score -1.338296e+08 nChanged 63922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 70541 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 58230 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 95105 members 
Mstep: Class 11 contains 9540 members 
Mstep: Class 12 contains 80797 members 
Mstep: Class 13 contains 259949 members 
Mstep: Class 15 contains 39889 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 17 contains 4076 members 
Mstep: Class 18 contains 8620 members 
Mstep: Class 19 contains 77725 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 74627 members 
Mstep: Class 22 contains 22213 members 
Mstep: Class 23 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133887408.000000 Penalty: 68576.000000
Iteration 11F: 21 clusters Score -1.338874e+08 nChanged 55608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 142263 members 
Mstep: Class 2 contains 77516 members 
Mstep: Class 3 contains 13167 members 
Mstep: Class 4 contains 57582 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 7 contains 7916 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 89425 members 
Mstep: Class 11 contains 9372 members 
Mstep: Class 12 contains 91525 members 
Mstep: Class 13 contains 249290 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 19747 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 8616 members 
Mstep: Class 19 contains 75213 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 76480 members 
Mstep: Class 22 contains 21520 members 
Mstep: Class 23 contains 9115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133932704.000000 Penalty: 68576.000000
Iteration 12F: 21 clusters Score -1.339327e+08 nChanged 49718
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 84460 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 4 contains 56041 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 7 contains 7828 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 87394 members 
Mstep: Class 11 contains 8757 members 
Mstep: Class 12 contains 99978 members 
Mstep: Class 13 contains 238864 members 
Mstep: Class 15 contains 37749 members 
Mstep: Class 16 contains 20504 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 72210 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 77967 members 
Mstep: Class 22 contains 20679 members 
Mstep: Class 23 contains 8720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133954624.000000 Penalty: 68576.000000
Iteration 13Q: 21 clusters Score -1.339546e+08 nChanged 44455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 91391 members 
Mstep: Class 3 contains 13840 members 
Mstep: Class 4 contains 54187 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 87294 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 106347 members 
Mstep: Class 13 contains 227839 members 
Mstep: Class 15 contains 36621 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 8624 members 
Mstep: Class 19 contains 69296 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 79170 members 
Mstep: Class 22 contains 20032 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133971992.000000 Penalty: 68576.000000
Iteration 14Q: 21 clusters Score -1.33972e+08 nChanged 37889
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 97888 members 
Mstep: Class 3 contains 14264 members 
Mstep: Class 4 contains 52498 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 87540 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 111094 members 
Mstep: Class 13 contains 217034 members 
Mstep: Class 15 contains 35419 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 8624 members 
Mstep: Class 19 contains 66196 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 80330 members 
Mstep: Class 22 contains 19599 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133988344.000000 Penalty: 68576.000000
Iteration 15Q: 21 clusters Score -1.339883e+08 nChanged 33052
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 103819 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 50798 members 
Mstep: Class 5 contains 5125 members 
Mstep: Class 7 contains 8658 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 87793 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 114661 members 
Mstep: Class 13 contains 207017 members 
Mstep: Class 15 contains 34257 members 
Mstep: Class 16 contains 22824 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 8620 members 
Mstep: Class 19 contains 63033 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 81405 members 
Mstep: Class 22 contains 19142 members 
Mstep: Class 23 contains 7882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134002088.000000 Penalty: 68576.000000
Iteration 16Q: 21 clusters Score -1.340021e+08 nChanged 29224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 109223 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 4 contains 49347 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 7 contains 8893 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 88025 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 117310 members 
Mstep: Class 13 contains 197302 members 
Mstep: Class 15 contains 33174 members 
Mstep: Class 16 contains 23543 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 59963 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 82338 members 
Mstep: Class 22 contains 18696 members 
Mstep: Class 23 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134013624.000000 Penalty: 68576.000000
Iteration 17Q: 21 clusters Score -1.340136e+08 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 175343 members 
Mstep: Class 2 contains 114146 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 48078 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 88220 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 119199 members 
Mstep: Class 13 contains 188143 members 
Mstep: Class 15 contains 32092 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 8620 members 
Mstep: Class 19 contains 57027 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 83197 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134024200.000000 Penalty: 68576.000000
Iteration 18Q: 21 clusters Score -1.340242e+08 nChanged 24048
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 118508 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 46906 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 88418 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 120432 members 
Mstep: Class 13 contains 180019 members 
Mstep: Class 15 contains 31025 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 8617 members 
Mstep: Class 19 contains 54414 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 21 contains 83950 members 
Mstep: Class 22 contains 17574 members 
Mstep: Class 23 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134033088.000000 Penalty: 68576.000000
Iteration 19Q: 21 clusters Score -1.340331e+08 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189180 members 
Mstep: Class 2 contains 122357 members 
Mstep: Class 3 contains 16186 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 7 contains 9235 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 88615 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 121220 members 
Mstep: Class 13 contains 172976 members 
Mstep: Class 15 contains 30060 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 8616 members 
Mstep: Class 19 contains 52086 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 84600 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 7478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134041272.000000 Penalty: 68576.000000
Iteration 20F: 21 clusters Score -1.340413e+08 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195119 members 
Mstep: Class 2 contains 125898 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 44907 members 
Mstep: Class 5 contains 4659 members 
Mstep: Class 7 contains 9228 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 88221 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 121571 members 
Mstep: Class 13 contains 167215 members 
Mstep: Class 15 contains 29109 members 
Mstep: Class 16 contains 25132 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 8594 members 
Mstep: Class 19 contains 50028 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 85173 members 
Mstep: Class 22 contains 16121 members 
Mstep: Class 23 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134049888.000000 Penalty: 68576.000000
Iteration 21Q: 21 clusters Score -1.340499e+08 nChanged 20631
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 200353 members 
Mstep: Class 2 contains 129267 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 44100 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 7 contains 9232 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 87735 members 
Mstep: Class 11 contains 2942 members 
Mstep: Class 12 contains 121685 members 
Mstep: Class 13 contains 162311 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 25340 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 48299 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 85681 members 
Mstep: Class 22 contains 15279 members 
Mstep: Class 23 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134058464.000000 Penalty: 68576.000000
Iteration 22Q: 21 clusters Score -1.340585e+08 nChanged 19296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 205070 members 
Mstep: Class 2 contains 132486 members 
Mstep: Class 3 contains 16557 members 
Mstep: Class 4 contains 43258 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 7 contains 9190 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 87334 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 121525 members 
Mstep: Class 13 contains 158201 members 
Mstep: Class 15 contains 27453 members 
Mstep: Class 16 contains 25638 members 
Mstep: Class 17 contains 5503 members 
Mstep: Class 18 contains 8540 members 
Mstep: Class 19 contains 46746 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 86145 members 
Mstep: Class 22 contains 14330 members 
Mstep: Class 23 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134063600.000000 Penalty: 68576.000000
Iteration 23Q: 21 clusters Score -1.340636e+08 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 209356 members 
Mstep: Class 2 contains 135181 members 
Mstep: Class 3 contains 16617 members 
Mstep: Class 4 contains 42435 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 7 contains 9183 members 
Mstep: Class 8 contains 5698 members 
Mstep: Class 9 contains 87037 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 12 contains 121281 members 
Mstep: Class 13 contains 154828 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 16 contains 25815 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 45412 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 86556 members 
Mstep: Class 22 contains 13364 members 
Mstep: Class 23 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134067512.000000 Penalty: 68576.000000
Iteration 24Q: 21 clusters Score -1.340675e+08 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 213137 members 
Mstep: Class 2 contains 137471 members 
Mstep: Class 3 contains 16636 members 
Mstep: Class 4 contains 41678 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 86904 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 152157 members 
Mstep: Class 15 contains 25993 members 
Mstep: Class 16 contains 26026 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 44210 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 86920 members 
Mstep: Class 22 contains 12392 members 
Mstep: Class 23 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134071064.000000 Penalty: 68576.000000
Iteration 25Q: 21 clusters Score -1.340711e+08 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216717 members 
Mstep: Class 2 contains 139418 members 
Mstep: Class 3 contains 16658 members 
Mstep: Class 4 contains 41031 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 5900 members 
Mstep: Class 9 contains 86869 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 120558 members 
Mstep: Class 13 contains 149757 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 16 contains 26191 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 8525 members 
Mstep: Class 19 contains 43132 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 87218 members 
Mstep: Class 22 contains 11463 members 
Mstep: Class 23 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134073464.000000 Penalty: 68576.000000
Iteration 26Q: 21 clusters Score -1.340735e+08 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 219870 members 
Mstep: Class 2 contains 141084 members 
Mstep: Class 3 contains 16700 members 
Mstep: Class 4 contains 40435 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 7 contains 9081 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 86862 members 
Mstep: Class 11 contains 3052 members 
Mstep: Class 12 contains 120219 members 
Mstep: Class 13 contains 147773 members 
Mstep: Class 15 contains 24777 members 
Mstep: Class 16 contains 26344 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 42284 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 87487 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134075320.000000 Penalty: 68576.000000
Iteration 27Q: 21 clusters Score -1.340753e+08 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 222863 members 
Mstep: Class 2 contains 142352 members 
Mstep: Class 3 contains 16741 members 
Mstep: Class 4 contains 39966 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 7 contains 9038 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 86844 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 119896 members 
Mstep: Class 13 contains 146203 members 
Mstep: Class 15 contains 24222 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 41498 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 87715 members 
Mstep: Class 22 contains 9585 members 
Mstep: Class 23 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134077408.000000 Penalty: 68576.000000
Iteration 28Q: 21 clusters Score -1.340774e+08 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 225580 members 
Mstep: Class 2 contains 143366 members 
Mstep: Class 3 contains 16827 members 
Mstep: Class 4 contains 39640 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 86835 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 119598 members 
Mstep: Class 13 contains 144693 members 
Mstep: Class 15 contains 23717 members 
Mstep: Class 16 contains 26546 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 40808 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 87872 members 
Mstep: Class 22 contains 8797 members 
Mstep: Class 23 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134078656.000000 Penalty: 68576.000000
Iteration 29Q: 21 clusters Score -1.340787e+08 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 144199 members 
Mstep: Class 3 contains 16926 members 
Mstep: Class 4 contains 39412 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 7 contains 8927 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 86839 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 119306 members 
Mstep: Class 13 contains 143282 members 
Mstep: Class 15 contains 23255 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 40254 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 88031 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079208.000000 Penalty: 68576.000000
Iteration 30Q: 21 clusters Score -1.340792e+08 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 230368 members 
Mstep: Class 2 contains 144854 members 
Mstep: Class 3 contains 17025 members 
Mstep: Class 4 contains 39265 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 86843 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 119071 members 
Mstep: Class 13 contains 141914 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 26711 members 
Mstep: Class 17 contains 5278 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 39793 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 88154 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079672.000000 Penalty: 68576.000000
Iteration 31Q: 21 clusters Score -1.340797e+08 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 232559 members 
Mstep: Class 2 contains 145311 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 39198 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 7 contains 8736 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 86842 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 118865 members 
Mstep: Class 13 contains 140651 members 
Mstep: Class 15 contains 22392 members 
Mstep: Class 16 contains 26839 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 39398 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 88257 members 
Mstep: Class 22 contains 6910 members 
Mstep: Class 23 contains 7381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134079792.000000 Penalty: 68576.000000
Iteration 32Q: 21 clusters Score -1.340798e+08 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 234655 members 
Mstep: Class 2 contains 145568 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 4 contains 39164 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 6541 members 
Mstep: Class 9 contains 86839 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 118697 members 
Mstep: Class 13 contains 139503 members 
Mstep: Class 15 contains 21996 members 
Mstep: Class 16 contains 26955 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 39070 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 88338 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 7404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134080552.000000 Penalty: 68576.000000
Iteration 33Q: 21 clusters Score -1.340806e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 236578 members 
Mstep: Class 2 contains 145755 members 
Mstep: Class 3 contains 17230 members 
Mstep: Class 4 contains 39147 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 86831 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 118500 members 
Mstep: Class 13 contains 138451 members 
Mstep: Class 15 contains 21597 members 
Mstep: Class 16 contains 27077 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 8529 members 
Mstep: Class 19 contains 38830 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 88429 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134080640.000000 Penalty: 68576.000000
Iteration 34Q: 21 clusters Score -1.340806e+08 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 238308 members 
Mstep: Class 2 contains 145863 members 
Mstep: Class 3 contains 17277 members 
Mstep: Class 4 contains 39156 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 7 contains 8351 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 86834 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 118303 members 
Mstep: Class 13 contains 137488 members 
Mstep: Class 15 contains 21264 members 
Mstep: Class 16 contains 27210 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 38665 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134081880.000000 Penalty: 68576.000000
Iteration 35Q: 21 clusters Score -1.340819e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 240028 members 
Mstep: Class 2 contains 145875 members 
Mstep: Class 3 contains 17309 members 
Mstep: Class 4 contains 39142 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 86837 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 118112 members 
Mstep: Class 13 contains 136515 members 
Mstep: Class 15 contains 20924 members 
Mstep: Class 16 contains 27332 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 38524 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 88575 members 
Mstep: Class 22 contains 5279 members 
Mstep: Class 23 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134083464.000000 Penalty: 68576.000000
Iteration 36Q: 21 clusters Score -1.340835e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 241826 members 
Mstep: Class 2 contains 145797 members 
Mstep: Class 3 contains 17339 members 
Mstep: Class 4 contains 39141 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 86844 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 117920 members 
Mstep: Class 13 contains 135601 members 
Mstep: Class 15 contains 20582 members 
Mstep: Class 16 contains 27405 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38358 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 88646 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134085656.000000 Penalty: 68576.000000
Iteration 37Q: 21 clusters Score -1.340857e+08 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 243684 members 
Mstep: Class 2 contains 145664 members 
Mstep: Class 3 contains 17367 members 
Mstep: Class 4 contains 39170 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 86846 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 117765 members 
Mstep: Class 13 contains 134636 members 
Mstep: Class 15 contains 20238 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 38221 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 88694 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134086944.000000 Penalty: 68576.000000
Iteration 38Q: 21 clusters Score -1.340869e+08 nChanged 5134
Entering ConstructFrom: 
Score: -134086944.000000 Penalty: 68576.000000
Entering ConstructFrom: 
Trying to split cluster 1 (245527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245527 members 
Entering Unmasked Estep 
Score: -33584028.000000 Penalty: 3077.968262
	Iteration 0F: 2 clusters Score -3.358403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -33434792.000000 Penalty: 6155.936523
	Iteration 0F: 3 clusters Score -3.343479e+07 nChanged 118630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -33504782.000000 Penalty: 6155.936523
	Iteration 1F: 3 clusters Score -3.350478e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122243 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -33506648.000000 Penalty: 6155.936523
	Iteration 2Q: 3 clusters Score -3.350665e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -33508910.000000 Penalty: 6155.936523
	Iteration 3Q: 3 clusters Score -3.350891e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123690 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -33512656.000000 Penalty: 6155.936523
	Iteration 4Q: 3 clusters Score -3.351266e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -33517212.000000 Penalty: 6155.936523
	Iteration 5Q: 3 clusters Score -3.351721e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -33522924.000000 Penalty: 6155.936523
	Iteration 6F: 3 clusters Score -3.352292e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -33529914.000000 Penalty: 6155.936523
	Iteration 7F: 3 clusters Score -3.352991e+07 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -33538470.000000 Penalty: 6155.936523
	Iteration 8F: 3 clusters Score -3.353847e+07 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -33548636.000000 Penalty: 6155.936523
	Iteration 9F: 3 clusters Score -3.354864e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159884 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -33557352.000000 Penalty: 6155.936523
	Iteration 10F: 3 clusters Score -3.355735e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -33563160.000000 Penalty: 6155.936523
	Iteration 11Q: 3 clusters Score -3.356316e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -33566796.000000 Penalty: 6155.936523
	Iteration 12Q: 3 clusters Score -3.35668e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -33569308.000000 Penalty: 6155.936523
	Iteration 13Q: 3 clusters Score -3.356931e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -33571108.000000 Penalty: 6155.936523
	Iteration 14Q: 3 clusters Score -3.357111e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198491 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -33572412.000000 Penalty: 6155.936523
	Iteration 15Q: 3 clusters Score -3.357241e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205101 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -33573788.000000 Penalty: 6155.936523
	Iteration 16Q: 3 clusters Score -3.357379e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -33575452.000000 Penalty: 6155.936523
	Iteration 17Q: 3 clusters Score -3.357545e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216064 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -33577012.000000 Penalty: 6155.936523
	Iteration 18Q: 3 clusters Score -3.357701e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220352 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -33578408.000000 Penalty: 6155.936523
	Iteration 19Q: 3 clusters Score -3.357841e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223941 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -33579656.000000 Penalty: 6155.936523
	Iteration 20F: 3 clusters Score -3.357966e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226789 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -33580804.000000 Penalty: 6155.936523
	Iteration 21Q: 3 clusters Score -3.35808e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229044 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -33581772.000000 Penalty: 6155.936523
	Iteration 22Q: 3 clusters Score -3.358177e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230808 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -33582612.000000 Penalty: 6155.936523
	Iteration 23Q: 3 clusters Score -3.358261e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232178 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -33583000.000000 Penalty: 6155.936523
	Iteration 24Q: 3 clusters Score -3.3583e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233184 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -33583196.000000 Penalty: 6155.936523
	Iteration 25Q: 3 clusters Score -3.35832e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233950 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -33583380.000000 Penalty: 6155.936523
	Iteration 26Q: 3 clusters Score -3.358338e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234522 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -33583416.000000 Penalty: 6155.936523
	Iteration 27Q: 3 clusters Score -3.358342e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234974 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -33583436.000000 Penalty: 6155.936523
	Iteration 28Q: 3 clusters Score -3.358344e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235333 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -33583464.000000 Penalty: 6155.936523
	Iteration 29Q: 3 clusters Score -3.358346e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235622 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -33583436.000000 Penalty: 6155.936523
	Iteration 30Q: 3 clusters Score -3.358344e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235837 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -33583420.000000 Penalty: 6155.936523
	Iteration 31Q: 3 clusters Score -3.358342e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236006 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -33583376.000000 Penalty: 6155.936523
	Iteration 32Q: 3 clusters Score -3.358338e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236146 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -33583344.000000 Penalty: 6155.936523
	Iteration 33Q: 3 clusters Score -3.358334e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236275 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -33583308.000000 Penalty: 6155.936523
	Iteration 34Q: 3 clusters Score -3.358331e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236383 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -33583324.000000 Penalty: 6155.936523
	Iteration 35Q: 3 clusters Score -3.358332e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236460 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -33583304.000000 Penalty: 6155.936523
	Iteration 36Q: 3 clusters Score -3.35833e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -33583240.000000 Penalty: 6155.936523
	Iteration 37Q: 3 clusters Score -3.358324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236612 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -33583228.000000 Penalty: 6155.936523
	Iteration 38Q: 3 clusters Score -3.358323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236667 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -33583244.000000 Penalty: 6155.936523
	Iteration 39Q: 3 clusters Score -3.358324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236708 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -33583288.000000 Penalty: 6155.936523
	Iteration 40F: 3 clusters Score -3.358329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236741 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -33583272.000000 Penalty: 6155.936523
	Iteration 41Q: 3 clusters Score -3.358327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236775 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -33583268.000000 Penalty: 6155.936523
	Iteration 42Q: 3 clusters Score -3.358327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236799 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -33583252.000000 Penalty: 6155.936523
	Iteration 43Q: 3 clusters Score -3.358325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236818 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -33583272.000000 Penalty: 6155.936523
	Iteration 44Q: 3 clusters Score -3.358327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236836 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -33583252.000000 Penalty: 6155.936523
	Iteration 45Q: 3 clusters Score -3.358325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236852 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -33583272.000000 Penalty: 6155.936523
	Iteration 46Q: 3 clusters Score -3.358327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236866 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 47Q: 3 clusters Score -3.35833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236887 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -33583264.000000 Penalty: 6155.936523
	Iteration 48Q: 3 clusters Score -3.358326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236902 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -33583280.000000 Penalty: 6155.936523
	Iteration 49Q: 3 clusters Score -3.358328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236919 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -33583256.000000 Penalty: 6155.936523
	Iteration 50Q: 3 clusters Score -3.358326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236931 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -33583268.000000 Penalty: 6155.936523
	Iteration 51Q: 3 clusters Score -3.358327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236939 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -33583292.000000 Penalty: 6155.936523
	Iteration 52Q: 3 clusters Score -3.358329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236944 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -33583268.000000 Penalty: 6155.936523
	Iteration 53Q: 3 clusters Score -3.358327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236952 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -33583272.000000 Penalty: 6155.936523
	Iteration 54Q: 3 clusters Score -3.358327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236960 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 55Q: 3 clusters Score -3.35833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236969 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 56Q: 3 clusters Score -3.35833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236983 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -33583280.000000 Penalty: 6155.936523
	Iteration 57Q: 3 clusters Score -3.358328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237002 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -33583284.000000 Penalty: 6155.936523
	Iteration 58Q: 3 clusters Score -3.358328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237027 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 59Q: 3 clusters Score -3.35833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237042 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -33583284.000000 Penalty: 6155.936523
	Iteration 60F: 3 clusters Score -3.358328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237054 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -33583288.000000 Penalty: 6155.936523
	Iteration 61Q: 3 clusters Score -3.358329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237061 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 62Q: 3 clusters Score -3.35833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237070 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -33583324.000000 Penalty: 6155.936523
	Iteration 63Q: 3 clusters Score -3.358332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237081 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -33583288.000000 Penalty: 6155.936523
	Iteration 64Q: 3 clusters Score -3.358329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237094 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -33583324.000000 Penalty: 6155.936523
	Iteration 65Q: 3 clusters Score -3.358332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237105 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -33583280.000000 Penalty: 6155.936523
	Iteration 66Q: 3 clusters Score -3.358328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237111 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -33583280.000000 Penalty: 6155.936523
	Iteration 67Q: 3 clusters Score -3.358328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237121 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -33583288.000000 Penalty: 6155.936523
	Iteration 68Q: 3 clusters Score -3.358329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237129 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -33583280.000000 Penalty: 6155.936523
	Iteration 69Q: 3 clusters Score -3.358328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237134 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -33583276.000000 Penalty: 6155.936523
	Iteration 70Q: 3 clusters Score -3.358328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237137 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -33583276.000000 Penalty: 6155.936523
	Iteration 71Q: 3 clusters Score -3.358328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237140 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 72Q: 3 clusters Score -3.35833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237147 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -33583308.000000 Penalty: 6155.936523
	Iteration 73Q: 3 clusters Score -3.358331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237153 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -33583296.000000 Penalty: 6155.936523
	Iteration 74Q: 3 clusters Score -3.35833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237152 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -33583304.000000 Penalty: 6155.936523
	Iteration 75Q: 3 clusters Score -3.35833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237152 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -33583304.000000 Penalty: 6155.936523
	Iteration 76F: 3 clusters Score -3.35833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Entering Unmasked Estep 
Score: -19820002.000000 Penalty: 2948.131836
	Iteration 0F: 2 clusters Score -1.982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -19726346.000000 Penalty: 5896.263672
	Iteration 0F: 3 clusters Score -1.972635e+07 nChanged 69581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -19766940.000000 Penalty: 5896.263672
	Iteration 1F: 3 clusters Score -1.976694e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -19768198.000000 Penalty: 5896.263672
	Iteration 2Q: 3 clusters Score -1.97682e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -19769496.000000 Penalty: 5896.263672
	Iteration 3Q: 3 clusters Score -1.97695e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -19772058.000000 Penalty: 5896.263672
	Iteration 4Q: 3 clusters Score -1.977206e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -19776034.000000 Penalty: 5896.263672
	Iteration 5F: 3 clusters Score -1.977603e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -19782382.000000 Penalty: 5896.263672
	Iteration 6F: 3 clusters Score -1.978238e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -19791182.000000 Penalty: 5896.263672
	Iteration 7F: 3 clusters Score -1.979118e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -19800796.000000 Penalty: 5896.263672
	Iteration 8F: 3 clusters Score -1.98008e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -19808318.000000 Penalty: 5896.263672
	Iteration 9F: 3 clusters Score -1.980832e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -19812030.000000 Penalty: 5896.263672
	Iteration 10Q: 3 clusters Score -1.981203e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -19813658.000000 Penalty: 5896.263672
	Iteration 11Q: 3 clusters Score -1.981366e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 132784 members 
Entering Unmasked Estep 
Score: -19814454.000000 Penalty: 5896.263672
	Iteration 12Q: 3 clusters Score -1.981445e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 134136 members 
Entering Unmasked Estep 
Score: -19814884.000000 Penalty: 5896.263672
	Iteration 13Q: 3 clusters Score -1.981488e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -19815262.000000 Penalty: 5896.263672
	Iteration 14Q: 3 clusters Score -1.981526e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -19815524.000000 Penalty: 5896.263672
	Iteration 15Q: 3 clusters Score -1.981552e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -19815904.000000 Penalty: 5896.263672
	Iteration 16Q: 3 clusters Score -1.98159e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -19816202.000000 Penalty: 5896.263672
	Iteration 17Q: 3 clusters Score -1.98162e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -19816370.000000 Penalty: 5896.263672
	Iteration 18Q: 3 clusters Score -1.981637e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -19816482.000000 Penalty: 5896.263672
	Iteration 19Q: 3 clusters Score -1.981648e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -19816658.000000 Penalty: 5896.263672
	Iteration 20F: 3 clusters Score -1.981666e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -19816812.000000 Penalty: 5896.263672
	Iteration 21Q: 3 clusters Score -1.981681e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 140827 members 
Entering Unmasked Estep 
Score: -19816860.000000 Penalty: 5896.263672
	Iteration 22Q: 3 clusters Score -1.981686e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 141171 members 
Entering Unmasked Estep 
Score: -19816904.000000 Penalty: 5896.263672
	Iteration 23Q: 3 clusters Score -1.98169e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 141483 members 
Entering Unmasked Estep 
Score: -19817014.000000 Penalty: 5896.263672
	Iteration 24Q: 3 clusters Score -1.981701e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 141769 members 
Entering Unmasked Estep 
Score: -19817094.000000 Penalty: 5896.263672
	Iteration 25Q: 3 clusters Score -1.981709e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 142032 members 
Entering Unmasked Estep 
Score: -19817212.000000 Penalty: 5896.263672
	Iteration 26Q: 3 clusters Score -1.981721e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -19817344.000000 Penalty: 5896.263672
	Iteration 27Q: 3 clusters Score -1.981734e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -19817460.000000 Penalty: 5896.263672
	Iteration 28Q: 3 clusters Score -1.981746e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 142634 members 
Entering Unmasked Estep 
Score: -19817510.000000 Penalty: 5896.263672
	Iteration 29Q: 3 clusters Score -1.981751e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -19817530.000000 Penalty: 5896.263672
	Iteration 30Q: 3 clusters Score -1.981753e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -19817500.000000 Penalty: 5896.263672
	Iteration 31Q: 3 clusters Score -1.98175e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 143037 members 
Entering Unmasked Estep 
Score: -19817490.000000 Penalty: 5896.263672
	Iteration 32Q: 3 clusters Score -1.981749e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -19817468.000000 Penalty: 5896.263672
	Iteration 33Q: 3 clusters Score -1.981747e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -19817490.000000 Penalty: 5896.263672
	Iteration 34Q: 3 clusters Score -1.981749e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 143312 members 
Entering Unmasked Estep 
Score: -19817488.000000 Penalty: 5896.263672
	Iteration 35Q: 3 clusters Score -1.981749e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -19817504.000000 Penalty: 5896.263672
	Iteration 36Q: 3 clusters Score -1.98175e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -19817542.000000 Penalty: 5896.263672
	Iteration 37Q: 3 clusters Score -1.981754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -19817554.000000 Penalty: 5896.263672
	Iteration 38Q: 3 clusters Score -1.981755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -19817510.000000 Penalty: 5896.263672
	Iteration 39Q: 3 clusters Score -1.981751e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -19817504.000000 Penalty: 5896.263672
	Iteration 40F: 3 clusters Score -1.98175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -19817520.000000 Penalty: 5896.263672
	Iteration 41Q: 3 clusters Score -1.981752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -19817512.000000 Penalty: 5896.263672
	Iteration 42Q: 3 clusters Score -1.981751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 143593 members 
Entering Unmasked Estep 
Score: -19817522.000000 Penalty: 5896.263672
	Iteration 43Q: 3 clusters Score -1.981752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -19817512.000000 Penalty: 5896.263672
	Iteration 44Q: 3 clusters Score -1.981751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -19817524.000000 Penalty: 5896.263672
	Iteration 45Q: 3 clusters Score -1.981752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -19817522.000000 Penalty: 5896.263672
	Iteration 46Q: 3 clusters Score -1.981752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -19817536.000000 Penalty: 5896.263672
	Iteration 47Q: 3 clusters Score -1.981754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -19817552.000000 Penalty: 5896.263672
	Iteration 48Q: 3 clusters Score -1.981755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 143751 members 
Entering Unmasked Estep 
Score: -19817538.000000 Penalty: 5896.263672
	Iteration 49Q: 3 clusters Score -1.981754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -19817562.000000 Penalty: 5896.263672
	Iteration 50Q: 3 clusters Score -1.981756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -19817554.000000 Penalty: 5896.263672
	Iteration 51Q: 3 clusters Score -1.981755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -19817548.000000 Penalty: 5896.263672
	Iteration 52Q: 3 clusters Score -1.981755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -19817550.000000 Penalty: 5896.263672
	Iteration 53Q: 3 clusters Score -1.981755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -19817572.000000 Penalty: 5896.263672
	Iteration 54Q: 3 clusters Score -1.981757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -19817578.000000 Penalty: 5896.263672
	Iteration 55Q: 3 clusters Score -1.981758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 143908 members 
Entering Unmasked Estep 
Score: -19817584.000000 Penalty: 5896.263672
	Iteration 56Q: 3 clusters Score -1.981758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
Score: -19817586.000000 Penalty: 5896.263672
	Iteration 57Q: 3 clusters Score -1.981759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 143943 members 
Entering Unmasked Estep 
Score: -19817604.000000 Penalty: 5896.263672
	Iteration 58Q: 3 clusters Score -1.98176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -19817598.000000 Penalty: 5896.263672
	Iteration 59Q: 3 clusters Score -1.98176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -19817588.000000 Penalty: 5896.263672
	Iteration 60F: 3 clusters Score -1.981759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 144007 members 
Entering Unmasked Estep 
Score: -19817582.000000 Penalty: 5896.263672
	Iteration 61Q: 3 clusters Score -1.981758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -19817576.000000 Penalty: 5896.263672
	Iteration 62Q: 3 clusters Score -1.981758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -19817578.000000 Penalty: 5896.263672
	Iteration 63Q: 3 clusters Score -1.981758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -19817578.000000 Penalty: 5896.263672
	Iteration 64Q: 3 clusters Score -1.981758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 144049 members 
Entering Unmasked Estep 
Score: -19817598.000000 Penalty: 5896.263672
	Iteration 65Q: 3 clusters Score -1.98176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -19817606.000000 Penalty: 5896.263672
	Iteration 66Q: 3 clusters Score -1.981761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -19817614.000000 Penalty: 5896.263672
	Iteration 67Q: 3 clusters Score -1.981761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 144069 members 
Entering Unmasked Estep 
Score: -19817620.000000 Penalty: 5896.263672
	Iteration 68Q: 3 clusters Score -1.981762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 144071 members 
Entering Unmasked Estep 
Score: -19817618.000000 Penalty: 5896.263672
	Iteration 69Q: 3 clusters Score -1.981762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -19817618.000000 Penalty: 5896.263672
	Iteration 70Q: 3 clusters Score -1.981762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -19817610.000000 Penalty: 5896.263672
	Iteration 71Q: 3 clusters Score -1.981761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -19817620.000000 Penalty: 5896.263672
	Iteration 72Q: 3 clusters Score -1.981762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 144086 members 
Entering Unmasked Estep 
Score: -19817622.000000 Penalty: 5896.263672
	Iteration 73Q: 3 clusters Score -1.981762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 144092 members 
Entering Unmasked Estep 
Score: -19817622.000000 Penalty: 5896.263672
	Iteration 74Q: 3 clusters Score -1.981762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -19817610.000000 Penalty: 5896.263672
	Iteration 75Q: 3 clusters Score -1.981761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -19817632.000000 Penalty: 5896.263672
	Iteration 76Q: 3 clusters Score -1.981763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 144115 members 
Entering Unmasked Estep 
Score: -19817642.000000 Penalty: 5896.263672
	Iteration 77Q: 3 clusters Score -1.981764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -19817640.000000 Penalty: 5896.263672
	Iteration 78Q: 3 clusters Score -1.981764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 144115 members 
Entering Unmasked Estep 
Score: -19817646.000000 Penalty: 5896.263672
	Iteration 79Q: 3 clusters Score -1.981765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -19817640.000000 Penalty: 5896.263672
	Iteration 80F: 3 clusters Score -1.981764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Entering Unmasked Estep 
Score: -2375258.500000 Penalty: 2421.242920
	Iteration 0F: 2 clusters Score -2375258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2362764.750000 Penalty: 4842.485840
	Iteration 0F: 3 clusters Score -2362765 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2366914.750000 Penalty: 4842.485840
	Iteration 1F: 3 clusters Score -2366915 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2367695.500000 Penalty: 4842.485840
	Iteration 2F: 3 clusters Score -2367696 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2369040.000000 Penalty: 4842.485840
	Iteration 3F: 3 clusters Score -2369040 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2370910.250000 Penalty: 4842.485840
	Iteration 4F: 3 clusters Score -2370910 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2372588.750000 Penalty: 4842.485840
	Iteration 5F: 3 clusters Score -2372589 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2373668.250000 Penalty: 4842.485840
	Iteration 6F: 3 clusters Score -2373668 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2374283.750000 Penalty: 4842.485840
	Iteration 7F: 3 clusters Score -2374284 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2374700.000000 Penalty: 4842.485840
	Iteration 8Q: 3 clusters Score -2374700 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2375044.750000 Penalty: 4842.485840
	Iteration 9Q: 3 clusters Score -2375045 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2375232.750000 Penalty: 4842.485840
	Iteration 10Q: 3 clusters Score -2375233 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2375354.750000 Penalty: 4842.485840
	Iteration 11Q: 3 clusters Score -2375355 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2375462.500000 Penalty: 4842.485840
	Iteration 12Q: 3 clusters Score -2375462 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2375566.750000 Penalty: 4842.485840
	Iteration 13Q: 3 clusters Score -2375567 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2375640.250000 Penalty: 4842.485840
	Iteration 14Q: 3 clusters Score -2375640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2375686.000000 Penalty: 4842.485840
	Iteration 15Q: 3 clusters Score -2375686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2375708.250000 Penalty: 4842.485840
	Iteration 16Q: 3 clusters Score -2375708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2375728.750000 Penalty: 4842.485840
	Iteration 17Q: 3 clusters Score -2375729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2375741.000000 Penalty: 4842.485840
	Iteration 18Q: 3 clusters Score -2375741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2375742.500000 Penalty: 4842.485840
	Iteration 19Q: 3 clusters Score -2375742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2375745.500000 Penalty: 4842.485840
	Iteration 20F: 3 clusters Score -2375746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2375749.250000 Penalty: 4842.485840
	Iteration 21Q: 3 clusters Score -2375749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2375751.000000 Penalty: 4842.485840
	Iteration 22Q: 3 clusters Score -2375751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2375758.000000 Penalty: 4842.485840
	Iteration 23Q: 3 clusters Score -2375758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2375758.750000 Penalty: 4842.485840
	Iteration 24Q: 3 clusters Score -2375759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2375759.000000 Penalty: 4842.485840
	Iteration 25Q: 3 clusters Score -2375759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2375756.250000 Penalty: 4842.485840
	Iteration 26Q: 3 clusters Score -2375756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2375757.250000 Penalty: 4842.485840
	Iteration 27Q: 3 clusters Score -2375757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2375756.750000 Penalty: 4842.485840
	Iteration 28Q: 3 clusters Score -2375757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2375761.250000 Penalty: 4842.485840
	Iteration 29Q: 3 clusters Score -2375761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2375760.000000 Penalty: 4842.485840
	Iteration 30Q: 3 clusters Score -2375760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2375760.500000 Penalty: 4842.485840
	Iteration 31Q: 3 clusters Score -2375760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2375763.500000 Penalty: 4842.485840
	Iteration 32Q: 3 clusters Score -2375764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2375762.000000 Penalty: 4842.485840
	Iteration 33Q: 3 clusters Score -2375762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2375765.250000 Penalty: 4842.485840
	Iteration 34Q: 3 clusters Score -2375765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2375758.000000 Penalty: 4842.485840
	Iteration 35Q: 3 clusters Score -2375758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2375760.000000 Penalty: 4842.485840
	Iteration 36Q: 3 clusters Score -2375760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2375759.000000 Penalty: 4842.485840
	Iteration 37Q: 3 clusters Score -2375759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2375759.000000 Penalty: 4842.485840
	Iteration 38F: 3 clusters Score -2375759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 86839 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Entering Unmasked Estep 
Score: -134087184.000000 Penalty: 72004.804688
Splitting cluster 3 changes total score from -134086944.000000 to -134087184.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (39176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Entering Unmasked Estep 
Score: -5034496.500000 Penalty: 2622.803467
	Iteration 0F: 2 clusters Score -5034496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5007749.000000 Penalty: 5245.606934
	Iteration 0F: 3 clusters Score -5007749 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5017926.000000 Penalty: 5245.606934
	Iteration 1F: 3 clusters Score -5017926 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5018578.000000 Penalty: 5245.606934
	Iteration 2Q: 3 clusters Score -5018578 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5019272.000000 Penalty: 5245.606934
	Iteration 3Q: 3 clusters Score -5019272 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -5020054.500000 Penalty: 5245.606934
	Iteration 4Q: 3 clusters Score -5020054 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5020993.500000 Penalty: 5245.606934
	Iteration 5Q: 3 clusters Score -5020994 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -5022064.500000 Penalty: 5245.606934
	Iteration 6F: 3 clusters Score -5022064 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5023246.500000 Penalty: 5245.606934
	Iteration 7F: 3 clusters Score -5023246 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -5024568.500000 Penalty: 5245.606934
	Iteration 8F: 3 clusters Score -5024568 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5025944.000000 Penalty: 5245.606934
	Iteration 9F: 3 clusters Score -5025944 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5026989.000000 Penalty: 5245.606934
	Iteration 10Q: 3 clusters Score -5026989 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5027545.500000 Penalty: 5245.606934
	Iteration 11Q: 3 clusters Score -5027546 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5027802.500000 Penalty: 5245.606934
	Iteration 12Q: 3 clusters Score -5027802 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -5027919.000000 Penalty: 5245.606934
	Iteration 13Q: 3 clusters Score -5027919 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5028009.500000 Penalty: 5245.606934
	Iteration 14Q: 3 clusters Score -5028010 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5028071.500000 Penalty: 5245.606934
	Iteration 15Q: 3 clusters Score -5028072 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5028113.500000 Penalty: 5245.606934
	Iteration 16Q: 3 clusters Score -5028114 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5028130.000000 Penalty: 5245.606934
	Iteration 17Q: 3 clusters Score -5028130 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5028179.500000 Penalty: 5245.606934
	Iteration 18Q: 3 clusters Score -5028180 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5028208.000000 Penalty: 5245.606934
	Iteration 19Q: 3 clusters Score -5028208 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5028234.500000 Penalty: 5245.606934
	Iteration 20F: 3 clusters Score -5028234 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5028280.000000 Penalty: 5245.606934
	Iteration 21Q: 3 clusters Score -5028280 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -5028314.000000 Penalty: 5245.606934
	Iteration 22Q: 3 clusters Score -5028314 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5028326.500000 Penalty: 5245.606934
	Iteration 23Q: 3 clusters Score -5028326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5028346.000000 Penalty: 5245.606934
	Iteration 24Q: 3 clusters Score -5028346 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -5028381.500000 Penalty: 5245.606934
	Iteration 25Q: 3 clusters Score -5028382 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5028396.000000 Penalty: 5245.606934
	Iteration 26Q: 3 clusters Score -5028396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5028414.000000 Penalty: 5245.606934
	Iteration 27Q: 3 clusters Score -5028414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5028427.000000 Penalty: 5245.606934
	Iteration 28Q: 3 clusters Score -5028427 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5028443.500000 Penalty: 5245.606934
	Iteration 29Q: 3 clusters Score -5028444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5028465.000000 Penalty: 5245.606934
	Iteration 30Q: 3 clusters Score -5028465 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5028469.500000 Penalty: 5245.606934
	Iteration 31Q: 3 clusters Score -5028470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5028500.000000 Penalty: 5245.606934
	Iteration 32Q: 3 clusters Score -5028500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5028518.000000 Penalty: 5245.606934
	Iteration 33Q: 3 clusters Score -5028518 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -5028539.000000 Penalty: 5245.606934
	Iteration 34Q: 3 clusters Score -5028539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5028552.500000 Penalty: 5245.606934
	Iteration 35Q: 3 clusters Score -5028552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5028563.000000 Penalty: 5245.606934
	Iteration 36Q: 3 clusters Score -5028563 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5028590.000000 Penalty: 5245.606934
	Iteration 37Q: 3 clusters Score -5028590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5028610.500000 Penalty: 5245.606934
	Iteration 38Q: 3 clusters Score -5028610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5028613.500000 Penalty: 5245.606934
	Iteration 39Q: 3 clusters Score -5028614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5028617.500000 Penalty: 5245.606934
	Iteration 40F: 3 clusters Score -5028618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5028635.500000 Penalty: 5245.606934
	Iteration 41Q: 3 clusters Score -5028636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -5028670.000000 Penalty: 5245.606934
	Iteration 42Q: 3 clusters Score -5028670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5028680.500000 Penalty: 5245.606934
	Iteration 43Q: 3 clusters Score -5028680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5028694.500000 Penalty: 5245.606934
	Iteration 44Q: 3 clusters Score -5028694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -5028711.000000 Penalty: 5245.606934
	Iteration 45Q: 3 clusters Score -5028711 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5028728.000000 Penalty: 5245.606934
	Iteration 46Q: 3 clusters Score -5028728 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5028745.500000 Penalty: 5245.606934
	Iteration 47Q: 3 clusters Score -5028746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5028772.000000 Penalty: 5245.606934
	Iteration 48Q: 3 clusters Score -5028772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -5028788.500000 Penalty: 5245.606934
	Iteration 49Q: 3 clusters Score -5028788 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5028801.500000 Penalty: 5245.606934
	Iteration 50Q: 3 clusters Score -5028802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5028823.500000 Penalty: 5245.606934
	Iteration 51Q: 3 clusters Score -5028824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -5028840.500000 Penalty: 5245.606934
	Iteration 52Q: 3 clusters Score -5028840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -5028869.000000 Penalty: 5245.606934
	Iteration 53Q: 3 clusters Score -5028869 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5028894.500000 Penalty: 5245.606934
	Iteration 54Q: 3 clusters Score -5028894 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -5028939.000000 Penalty: 5245.606934
	Iteration 55Q: 3 clusters Score -5028939 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -5028984.500000 Penalty: 5245.606934
	Iteration 56Q: 3 clusters Score -5028984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5029024.500000 Penalty: 5245.606934
	Iteration 57Q: 3 clusters Score -5029024 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -5029065.000000 Penalty: 5245.606934
	Iteration 58Q: 3 clusters Score -5029065 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -5029096.000000 Penalty: 5245.606934
	Iteration 59Q: 3 clusters Score -5029096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5029117.500000 Penalty: 5245.606934
	Iteration 60F: 3 clusters Score -5029118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -5029169.500000 Penalty: 5245.606934
	Iteration 61Q: 3 clusters Score -5029170 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -5029202.500000 Penalty: 5245.606934
	Iteration 62Q: 3 clusters Score -5029202 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -5029261.500000 Penalty: 5245.606934
	Iteration 63Q: 3 clusters Score -5029262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5029330.000000 Penalty: 5245.606934
	Iteration 64Q: 3 clusters Score -5029330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5029427.500000 Penalty: 5245.606934
	Iteration 65Q: 3 clusters Score -5029428 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -5029553.500000 Penalty: 5245.606934
	Iteration 66Q: 3 clusters Score -5029554 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5029667.000000 Penalty: 5245.606934
	Iteration 67Q: 3 clusters Score -5029667 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -5029814.000000 Penalty: 5245.606934
	Iteration 68Q: 3 clusters Score -5029814 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5029962.000000 Penalty: 5245.606934
	Iteration 69Q: 3 clusters Score -5029962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5030102.500000 Penalty: 5245.606934
	Iteration 70Q: 3 clusters Score -5030102 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5030253.500000 Penalty: 5245.606934
	Iteration 71Q: 3 clusters Score -5030254 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5030466.500000 Penalty: 5245.606934
	Iteration 72Q: 3 clusters Score -5030466 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5030671.500000 Penalty: 5245.606934
	Iteration 73Q: 3 clusters Score -5030672 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5030859.500000 Penalty: 5245.606934
	Iteration 74Q: 3 clusters Score -5030860 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5031061.500000 Penalty: 5245.606934
	Iteration 75Q: 3 clusters Score -5031062 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5031252.000000 Penalty: 5245.606934
	Iteration 76Q: 3 clusters Score -5031252 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5031432.000000 Penalty: 5245.606934
	Iteration 77Q: 3 clusters Score -5031432 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5031577.500000 Penalty: 5245.606934
	Iteration 78Q: 3 clusters Score -5031578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5031689.500000 Penalty: 5245.606934
	Iteration 79Q: 3 clusters Score -5031690 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5031801.000000 Penalty: 5245.606934
	Iteration 80F: 3 clusters Score -5031801 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5031900.000000 Penalty: 5245.606934
	Iteration 81Q: 3 clusters Score -5031900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5032029.000000 Penalty: 5245.606934
	Iteration 82Q: 3 clusters Score -5032029 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5032102.000000 Penalty: 5245.606934
	Iteration 83Q: 3 clusters Score -5032102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5032169.000000 Penalty: 5245.606934
	Iteration 84Q: 3 clusters Score -5032169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5032230.000000 Penalty: 5245.606934
	Iteration 85Q: 3 clusters Score -5032230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5032267.000000 Penalty: 5245.606934
	Iteration 86Q: 3 clusters Score -5032267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5032274.500000 Penalty: 5245.606934
	Iteration 87Q: 3 clusters Score -5032274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5032302.500000 Penalty: 5245.606934
	Iteration 88Q: 3 clusters Score -5032302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5032317.500000 Penalty: 5245.606934
	Iteration 89Q: 3 clusters Score -5032318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5032318.000000 Penalty: 5245.606934
	Iteration 90Q: 3 clusters Score -5032318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5032326.000000 Penalty: 5245.606934
	Iteration 91Q: 3 clusters Score -5032326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5032338.500000 Penalty: 5245.606934
	Iteration 92Q: 3 clusters Score -5032338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5032337.500000 Penalty: 5245.606934
	Iteration 93Q: 3 clusters Score -5032338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5032352.500000 Penalty: 5245.606934
	Iteration 94Q: 3 clusters Score -5032352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5032364.500000 Penalty: 5245.606934
	Iteration 95Q: 3 clusters Score -5032364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5032371.500000 Penalty: 5245.606934
	Iteration 96Q: 3 clusters Score -5032372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5032373.500000 Penalty: 5245.606934
	Iteration 97Q: 3 clusters Score -5032374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5032370.000000 Penalty: 5245.606934
	Iteration 98Q: 3 clusters Score -5032370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5032366.000000 Penalty: 5245.606934
	Iteration 99Q: 3 clusters Score -5032366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5032378.000000 Penalty: 5245.606934
	Iteration 100F: 3 clusters Score -5032378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5032385.000000 Penalty: 5245.606934
	Iteration 101Q: 3 clusters Score -5032385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5032396.500000 Penalty: 5245.606934
	Iteration 102Q: 3 clusters Score -5032396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5032403.000000 Penalty: 5245.606934
	Iteration 103Q: 3 clusters Score -5032403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5032416.000000 Penalty: 5245.606934
	Iteration 104Q: 3 clusters Score -5032416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5032406.500000 Penalty: 5245.606934
	Iteration 105Q: 3 clusters Score -5032406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5032406.000000 Penalty: 5245.606934
	Iteration 106Q: 3 clusters Score -5032406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5032412.000000 Penalty: 5245.606934
	Iteration 107Q: 3 clusters Score -5032412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5032421.500000 Penalty: 5245.606934
	Iteration 108Q: 3 clusters Score -5032422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5032425.500000 Penalty: 5245.606934
	Iteration 109Q: 3 clusters Score -5032426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5032429.000000 Penalty: 5245.606934
	Iteration 110Q: 3 clusters Score -5032429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5032434.000000 Penalty: 5245.606934
	Iteration 111Q: 3 clusters Score -5032434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5032440.500000 Penalty: 5245.606934
	Iteration 112Q: 3 clusters Score -5032440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5032441.500000 Penalty: 5245.606934
	Iteration 113Q: 3 clusters Score -5032442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5032441.000000 Penalty: 5245.606934
	Iteration 114Q: 3 clusters Score -5032441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5032441.500000 Penalty: 5245.606934
	Iteration 115Q: 3 clusters Score -5032442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5032441.000000 Penalty: 5245.606934
	Iteration 116Q: 3 clusters Score -5032441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5032441.000000 Penalty: 5245.606934
	Iteration 117F: 3 clusters Score -5032441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -475439.375000 Penalty: 2056.800293
	Iteration 0F: 2 clusters Score -475439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471954.281250 Penalty: 4113.600586
	Iteration 0F: 3 clusters Score -471954.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -475596.968750 Penalty: 4113.600586
	Iteration 1F: 3 clusters Score -475597 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -477154.031250 Penalty: 4113.600586
	Iteration 2F: 3 clusters Score -477154 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -479001.031250 Penalty: 4113.600586
	Iteration 3F: 3 clusters Score -479001 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -479649.093750 Penalty: 4113.600586
	Iteration 4F: 3 clusters Score -479649.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -480219.281250 Penalty: 4113.600586
	Iteration 5F: 3 clusters Score -480219.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -481155.093750 Penalty: 4113.600586
	Iteration 6Q: 3 clusters Score -481155.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -481969.875000 Penalty: 4113.600586
	Iteration 7Q: 3 clusters Score -481969.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -482335.531250 Penalty: 4113.600586
	Iteration 8Q: 3 clusters Score -482335.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -482905.125000 Penalty: 4113.600586
	Iteration 9Q: 3 clusters Score -482905.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -483732.593750 Penalty: 4113.600586
	Iteration 10Q: 3 clusters Score -483732.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -483941.812500 Penalty: 4113.600586
	Iteration 11Q: 3 clusters Score -483941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -483952.187500 Penalty: 4113.600586
	Iteration 12Q: 3 clusters Score -483952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -483955.562500 Penalty: 4113.600586
	Iteration 13Q: 3 clusters Score -483955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -483957.125000 Penalty: 4113.600586
	Iteration 14Q: 3 clusters Score -483957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -483957.562500 Penalty: 4113.600586
	Iteration 15Q: 3 clusters Score -483957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -483957.843750 Penalty: 4113.600586
	Iteration 16Q: 3 clusters Score -483957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -483957.843750 Penalty: 4113.600586
	Iteration 17F: 3 clusters Score -483957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 86839 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Entering Unmasked Estep 
Score: -134094976.000000 Penalty: 75433.601562
Splitting cluster 5 changes total score from -134086944.000000 to -134094976.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -1022216.750000 Penalty: 2227.176270
	Iteration 0F: 2 clusters Score -1022217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1015829.000000 Penalty: 4454.352539
	Iteration 0F: 3 clusters Score -1015829 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1017526.937500 Penalty: 4454.352539
	Iteration 1F: 3 clusters Score -1017527 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1017801.750000 Penalty: 4454.352539
	Iteration 2F: 3 clusters Score -1017802 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1017969.437500 Penalty: 4454.352539
	Iteration 3Q: 3 clusters Score -1017969 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1018099.750000 Penalty: 4454.352539
	Iteration 4Q: 3 clusters Score -1018100 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1018197.625000 Penalty: 4454.352539
	Iteration 5Q: 3 clusters Score -1018198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1018267.812500 Penalty: 4454.352539
	Iteration 6Q: 3 clusters Score -1018268 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1018317.437500 Penalty: 4454.352539
	Iteration 7Q: 3 clusters Score -1018317 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1018367.625000 Penalty: 4454.352539
	Iteration 8Q: 3 clusters Score -1018368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1018411.562500 Penalty: 4454.352539
	Iteration 9Q: 3 clusters Score -1018412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1018450.500000 Penalty: 4454.352539
	Iteration 10Q: 3 clusters Score -1018450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1018483.375000 Penalty: 4454.352539
	Iteration 11Q: 3 clusters Score -1018483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1018522.062500 Penalty: 4454.352539
	Iteration 12Q: 3 clusters Score -1018522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1018557.437500 Penalty: 4454.352539
	Iteration 13Q: 3 clusters Score -1018557 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1018599.250000 Penalty: 4454.352539
	Iteration 14Q: 3 clusters Score -1018599 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1018641.000000 Penalty: 4454.352539
	Iteration 15Q: 3 clusters Score -1018641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1018677.375000 Penalty: 4454.352539
	Iteration 16Q: 3 clusters Score -1018677 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1018719.187500 Penalty: 4454.352539
	Iteration 17Q: 3 clusters Score -1018719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1018763.437500 Penalty: 4454.352539
	Iteration 18Q: 3 clusters Score -1018763 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1018834.875000 Penalty: 4454.352539
	Iteration 19Q: 3 clusters Score -1018835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1018903.000000 Penalty: 4454.352539
	Iteration 20F: 3 clusters Score -1018903 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1018983.375000 Penalty: 4454.352539
	Iteration 21Q: 3 clusters Score -1018983 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1019059.000000 Penalty: 4454.352539
	Iteration 22Q: 3 clusters Score -1019059 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1019130.125000 Penalty: 4454.352539
	Iteration 23Q: 3 clusters Score -1019130 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1019200.812500 Penalty: 4454.352539
	Iteration 24Q: 3 clusters Score -1019201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1019266.500000 Penalty: 4454.352539
	Iteration 25Q: 3 clusters Score -1019266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1019318.062500 Penalty: 4454.352539
	Iteration 26Q: 3 clusters Score -1019318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1019358.437500 Penalty: 4454.352539
	Iteration 27Q: 3 clusters Score -1019358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1019390.500000 Penalty: 4454.352539
	Iteration 28Q: 3 clusters Score -1019390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1019420.312500 Penalty: 4454.352539
	Iteration 29Q: 3 clusters Score -1019420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1019452.125000 Penalty: 4454.352539
	Iteration 30Q: 3 clusters Score -1019452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1019471.375000 Penalty: 4454.352539
	Iteration 31Q: 3 clusters Score -1019471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1019486.375000 Penalty: 4454.352539
	Iteration 32Q: 3 clusters Score -1019486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1019496.125000 Penalty: 4454.352539
	Iteration 33Q: 3 clusters Score -1019496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1019503.625000 Penalty: 4454.352539
	Iteration 34Q: 3 clusters Score -1019504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1019509.562500 Penalty: 4454.352539
	Iteration 35Q: 3 clusters Score -1019510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1019518.187500 Penalty: 4454.352539
	Iteration 36Q: 3 clusters Score -1019518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1019526.375000 Penalty: 4454.352539
	Iteration 37Q: 3 clusters Score -1019526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1019533.687500 Penalty: 4454.352539
	Iteration 38Q: 3 clusters Score -1019534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1019537.875000 Penalty: 4454.352539
	Iteration 39Q: 3 clusters Score -1019538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1019542.875000 Penalty: 4454.352539
	Iteration 40F: 3 clusters Score -1019543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1019543.812500 Penalty: 4454.352539
	Iteration 41Q: 3 clusters Score -1019544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1019544.187500 Penalty: 4454.352539
	Iteration 42Q: 3 clusters Score -1019544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1019547.250000 Penalty: 4454.352539
	Iteration 43Q: 3 clusters Score -1019547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1019554.312500 Penalty: 4454.352539
	Iteration 44Q: 3 clusters Score -1019554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1019556.687500 Penalty: 4454.352539
	Iteration 45Q: 3 clusters Score -1019557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1019554.812500 Penalty: 4454.352539
	Iteration 46Q: 3 clusters Score -1019555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1019556.250000 Penalty: 4454.352539
	Iteration 47Q: 3 clusters Score -1019556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1019556.312500 Penalty: 4454.352539
	Iteration 48Q: 3 clusters Score -1019556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1019556.312500 Penalty: 4454.352539
	Iteration 49F: 3 clusters Score -1019556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -952472.187500 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -952472.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -946673.062500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -946673.1 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -948179.687500 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -948179.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -948435.375000 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -948435.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -948615.000000 Penalty: 4389.074219
	Iteration 3F: 3 clusters Score -948615 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -948744.500000 Penalty: 4389.074219
	Iteration 4Q: 3 clusters Score -948744.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -948862.125000 Penalty: 4389.074219
	Iteration 5Q: 3 clusters Score -948862.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -948971.062500 Penalty: 4389.074219
	Iteration 6Q: 3 clusters Score -948971.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -949071.750000 Penalty: 4389.074219
	Iteration 7Q: 3 clusters Score -949071.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -949189.062500 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -949189.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -949342.250000 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -949342.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -949509.625000 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -949509.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -949671.437500 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -949671.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -949838.687500 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -949838.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -950010.562500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -950010.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -950154.812500 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -950154.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -950282.750000 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -950282.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -950370.812500 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -950370.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -950433.875000 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -950433.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -950479.687500 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -950479.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -950509.812500 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -950509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -950523.875000 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -950523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -950535.562500 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -950535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -950543.750000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -950543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -950550.625000 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -950550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -950553.250000 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -950553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -950554.312500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -950554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -950555.750000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -950555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -950555.812500 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -950555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -950558.062500 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -950558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -950558.062500 Penalty: 4389.074219
	Iteration 29F: 3 clusters Score -950558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Entering Unmasked Estep 
Score: -11492437.000000 Penalty: 2820.208984
	Iteration 0F: 2 clusters Score -1.149244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -11434481.000000 Penalty: 5640.417969
	Iteration 0F: 3 clusters Score -1.143448e+07 nChanged 41037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -11457885.000000 Penalty: 5640.417969
	Iteration 1F: 3 clusters Score -1.145788e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -11459410.000000 Penalty: 5640.417969
	Iteration 2Q: 3 clusters Score -1.145941e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -11461384.000000 Penalty: 5640.417969
	Iteration 3Q: 3 clusters Score -1.146138e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -11463586.000000 Penalty: 5640.417969
	Iteration 4F: 3 clusters Score -1.146359e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -11466006.000000 Penalty: 5640.417969
	Iteration 5F: 3 clusters Score -1.146601e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -11468907.000000 Penalty: 5640.417969
	Iteration 6F: 3 clusters Score -1.146891e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -11472821.000000 Penalty: 5640.417969
	Iteration 7F: 3 clusters Score -1.147282e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -11478482.000000 Penalty: 5640.417969
	Iteration 8F: 3 clusters Score -1.147848e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -11484307.000000 Penalty: 5640.417969
	Iteration 9F: 3 clusters Score -1.148431e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -11488914.000000 Penalty: 5640.417969
	Iteration 10F: 3 clusters Score -1.148891e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -11491489.000000 Penalty: 5640.417969
	Iteration 11Q: 3 clusters Score -1.149149e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -11492466.000000 Penalty: 5640.417969
	Iteration 12Q: 3 clusters Score -1.149247e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -11492818.000000 Penalty: 5640.417969
	Iteration 13Q: 3 clusters Score -1.149282e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -11492976.000000 Penalty: 5640.417969
	Iteration 14Q: 3 clusters Score -1.149298e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -11493072.000000 Penalty: 5640.417969
	Iteration 15Q: 3 clusters Score -1.149307e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -11493134.000000 Penalty: 5640.417969
	Iteration 16Q: 3 clusters Score -1.149313e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -11493153.000000 Penalty: 5640.417969
	Iteration 17Q: 3 clusters Score -1.149315e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -11493202.000000 Penalty: 5640.417969
	Iteration 18Q: 3 clusters Score -1.14932e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -11493214.000000 Penalty: 5640.417969
	Iteration 19Q: 3 clusters Score -1.149321e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -11493216.000000 Penalty: 5640.417969
	Iteration 20F: 3 clusters Score -1.149322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -11493212.000000 Penalty: 5640.417969
	Iteration 21Q: 3 clusters Score -1.149321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -11493208.000000 Penalty: 5640.417969
	Iteration 22Q: 3 clusters Score -1.149321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -11493199.000000 Penalty: 5640.417969
	Iteration 23Q: 3 clusters Score -1.14932e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -11493223.000000 Penalty: 5640.417969
	Iteration 24Q: 3 clusters Score -1.149322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -11493230.000000 Penalty: 5640.417969
	Iteration 25Q: 3 clusters Score -1.149323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -11493235.000000 Penalty: 5640.417969
	Iteration 26Q: 3 clusters Score -1.149324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -11493257.000000 Penalty: 5640.417969
	Iteration 27Q: 3 clusters Score -1.149326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -11493245.000000 Penalty: 5640.417969
	Iteration 28Q: 3 clusters Score -1.149324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -11493254.000000 Penalty: 5640.417969
	Iteration 29Q: 3 clusters Score -1.149325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -11493261.000000 Penalty: 5640.417969
	Iteration 30Q: 3 clusters Score -1.149326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -11493271.000000 Penalty: 5640.417969
	Iteration 31Q: 3 clusters Score -1.149327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -11493273.000000 Penalty: 5640.417969
	Iteration 32Q: 3 clusters Score -1.149327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -11493260.000000 Penalty: 5640.417969
	Iteration 33Q: 3 clusters Score -1.149326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -11493258.000000 Penalty: 5640.417969
	Iteration 34Q: 3 clusters Score -1.149326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -11493271.000000 Penalty: 5640.417969
	Iteration 35Q: 3 clusters Score -1.149327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -11493260.000000 Penalty: 5640.417969
	Iteration 36Q: 3 clusters Score -1.149326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -11493257.000000 Penalty: 5640.417969
	Iteration 37Q: 3 clusters Score -1.149326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -11493267.000000 Penalty: 5640.417969
	Iteration 38Q: 3 clusters Score -1.149327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -11493263.000000 Penalty: 5640.417969
	Iteration 39Q: 3 clusters Score -1.149326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -11493268.000000 Penalty: 5640.417969
	Iteration 40F: 3 clusters Score -1.149327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -11493264.000000 Penalty: 5640.417969
	Iteration 41Q: 3 clusters Score -1.149326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -11493256.000000 Penalty: 5640.417969
	Iteration 42Q: 3 clusters Score -1.149326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -11493255.000000 Penalty: 5640.417969
	Iteration 43Q: 3 clusters Score -1.149326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -11493255.000000 Penalty: 5640.417969
	Iteration 44Q: 3 clusters Score -1.149326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -11493252.000000 Penalty: 5640.417969
	Iteration 45Q: 3 clusters Score -1.149325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -11493260.000000 Penalty: 5640.417969
	Iteration 46Q: 3 clusters Score -1.149326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -11493254.000000 Penalty: 5640.417969
	Iteration 47Q: 3 clusters Score -1.149325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -11493253.000000 Penalty: 5640.417969
	Iteration 48Q: 3 clusters Score -1.149325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -11493251.000000 Penalty: 5640.417969
	Iteration 49Q: 3 clusters Score -1.149325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -11493260.000000 Penalty: 5640.417969
	Iteration 50Q: 3 clusters Score -1.149326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -11493260.000000 Penalty: 5640.417969
	Iteration 51Q: 3 clusters Score -1.149326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -11493264.000000 Penalty: 5640.417969
	Iteration 52Q: 3 clusters Score -1.149326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -11493258.000000 Penalty: 5640.417969
	Iteration 53Q: 3 clusters Score -1.149326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -11493254.000000 Penalty: 5640.417969
	Iteration 54Q: 3 clusters Score -1.149325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -11493255.000000 Penalty: 5640.417969
	Iteration 55Q: 3 clusters Score -1.149326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -11493255.000000 Penalty: 5640.417969
	Iteration 56F: 3 clusters Score -1.149326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Entering Unmasked Estep 
Score: -134094992.000000 Penalty: 78862.398438
Splitting cluster 9 changes total score from -134086944.000000 to -134094992.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -382435.906250 Penalty: 2001.972046
	Iteration 0F: 2 clusters Score -382435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379082.000000 Penalty: 4003.944092
	Iteration 0F: 3 clusters Score -379082 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -380192.718750 Penalty: 4003.944092
	Iteration 1F: 3 clusters Score -380192.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -380577.875000 Penalty: 4003.944092
	Iteration 2F: 3 clusters Score -380577.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380865.437500 Penalty: 4003.944092
	Iteration 3F: 3 clusters Score -380865.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381168.781250 Penalty: 4003.944092
	Iteration 4F: 3 clusters Score -381168.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -381577.687500 Penalty: 4003.944092
	Iteration 5F: 3 clusters Score -381577.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -382309.906250 Penalty: 4003.944092
	Iteration 6F: 3 clusters Score -382309.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382886.281250 Penalty: 4003.944092
	Iteration 7F: 3 clusters Score -382886.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -383344.937500 Penalty: 4003.944092
	Iteration 8F: 3 clusters Score -383344.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -383686.531250 Penalty: 4003.944092
	Iteration 9F: 3 clusters Score -383686.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -383897.875000 Penalty: 4003.944092
	Iteration 10Q: 3 clusters Score -383897.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -384038.156250 Penalty: 4003.944092
	Iteration 11Q: 3 clusters Score -384038.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -384129.281250 Penalty: 4003.944092
	Iteration 12Q: 3 clusters Score -384129.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -384205.625000 Penalty: 4003.944092
	Iteration 13Q: 3 clusters Score -384205.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -384275.687500 Penalty: 4003.944092
	Iteration 14Q: 3 clusters Score -384275.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -384325.937500 Penalty: 4003.944092
	Iteration 15Q: 3 clusters Score -384325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -384346.343750 Penalty: 4003.944092
	Iteration 16Q: 3 clusters Score -384346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -384376.312500 Penalty: 4003.944092
	Iteration 17Q: 3 clusters Score -384376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -384388.125000 Penalty: 4003.944092
	Iteration 18Q: 3 clusters Score -384388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -384405.562500 Penalty: 4003.944092
	Iteration 19Q: 3 clusters Score -384405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -384428.031250 Penalty: 4003.944092
	Iteration 20F: 3 clusters Score -384428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -384453.031250 Penalty: 4003.944092
	Iteration 21Q: 3 clusters Score -384453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -384477.437500 Penalty: 4003.944092
	Iteration 22Q: 3 clusters Score -384477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -384488.906250 Penalty: 4003.944092
	Iteration 23Q: 3 clusters Score -384488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -384498.562500 Penalty: 4003.944092
	Iteration 24Q: 3 clusters Score -384498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -384503.500000 Penalty: 4003.944092
	Iteration 25Q: 3 clusters Score -384503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -384507.093750 Penalty: 4003.944092
	Iteration 26Q: 3 clusters Score -384507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -384512.875000 Penalty: 4003.944092
	Iteration 27Q: 3 clusters Score -384512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -384528.031250 Penalty: 4003.944092
	Iteration 28Q: 3 clusters Score -384528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -384540.031250 Penalty: 4003.944092
	Iteration 29Q: 3 clusters Score -384540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -384548.031250 Penalty: 4003.944092
	Iteration 30Q: 3 clusters Score -384548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -384558.781250 Penalty: 4003.944092
	Iteration 31Q: 3 clusters Score -384558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -384567.156250 Penalty: 4003.944092
	Iteration 32Q: 3 clusters Score -384567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -384571.468750 Penalty: 4003.944092
	Iteration 33Q: 3 clusters Score -384571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -384576.718750 Penalty: 4003.944092
	Iteration 34Q: 3 clusters Score -384576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -384581.375000 Penalty: 4003.944092
	Iteration 35Q: 3 clusters Score -384581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -384581.906250 Penalty: 4003.944092
	Iteration 36Q: 3 clusters Score -384581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -384582.531250 Penalty: 4003.944092
	Iteration 37Q: 3 clusters Score -384582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -384582.718750 Penalty: 4003.944092
	Iteration 38Q: 3 clusters Score -384582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -384582.718750 Penalty: 4003.944092
	Iteration 39F: 3 clusters Score -384582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 550 members 
Entering Unmasked Estep 
Score: -134095856.000000 Penalty: 82291.203125
Splitting cluster 11 changes total score from -134086944.000000 to -134095856.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (117634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Entering Unmasked Estep 
Score: -15847829.000000 Penalty: 2895.482666
	Iteration 0F: 2 clusters Score -1.584783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -15769522.000000 Penalty: 5790.965332
	Iteration 0F: 3 clusters Score -1.576952e+07 nChanged 56061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -15801468.000000 Penalty: 5790.965332
	Iteration 1F: 3 clusters Score -1.580147e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -15802931.000000 Penalty: 5790.965332
	Iteration 2Q: 3 clusters Score -1.580293e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -15805090.000000 Penalty: 5790.965332
	Iteration 3Q: 3 clusters Score -1.580509e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -15808229.000000 Penalty: 5790.965332
	Iteration 4F: 3 clusters Score -1.580823e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -15811976.000000 Penalty: 5790.965332
	Iteration 5F: 3 clusters Score -1.581198e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -15815819.000000 Penalty: 5790.965332
	Iteration 6F: 3 clusters Score -1.581582e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -15818942.000000 Penalty: 5790.965332
	Iteration 7F: 3 clusters Score -1.581894e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -15821540.000000 Penalty: 5790.965332
	Iteration 8F: 3 clusters Score -1.582154e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -15823770.000000 Penalty: 5790.965332
	Iteration 9Q: 3 clusters Score -1.582377e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -15826102.000000 Penalty: 5790.965332
	Iteration 10Q: 3 clusters Score -1.58261e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -15828827.000000 Penalty: 5790.965332
	Iteration 11Q: 3 clusters Score -1.582883e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -15831945.000000 Penalty: 5790.965332
	Iteration 12Q: 3 clusters Score -1.583194e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -15835296.000000 Penalty: 5790.965332
	Iteration 13Q: 3 clusters Score -1.58353e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -15838850.000000 Penalty: 5790.965332
	Iteration 14Q: 3 clusters Score -1.583885e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 112220 members 
Entering Unmasked Estep 
Score: -15841432.000000 Penalty: 5790.965332
	Iteration 15Q: 3 clusters Score -1.584143e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -15843126.000000 Penalty: 5790.965332
	Iteration 16Q: 3 clusters Score -1.584313e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -15844071.000000 Penalty: 5790.965332
	Iteration 17Q: 3 clusters Score -1.584407e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -15844556.000000 Penalty: 5790.965332
	Iteration 18Q: 3 clusters Score -1.584456e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -15844809.000000 Penalty: 5790.965332
	Iteration 19Q: 3 clusters Score -1.584481e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -15845009.000000 Penalty: 5790.965332
	Iteration 20F: 3 clusters Score -1.584501e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -15845074.000000 Penalty: 5790.965332
	Iteration 21Q: 3 clusters Score -1.584507e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 116838 members 
Entering Unmasked Estep 
Score: -15845151.000000 Penalty: 5790.965332
	Iteration 22Q: 3 clusters Score -1.584515e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 116885 members 
Entering Unmasked Estep 
Score: -15845179.000000 Penalty: 5790.965332
	Iteration 23Q: 3 clusters Score -1.584518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -15845180.000000 Penalty: 5790.965332
	Iteration 24Q: 3 clusters Score -1.584518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -15845193.000000 Penalty: 5790.965332
	Iteration 25Q: 3 clusters Score -1.584519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -15845223.000000 Penalty: 5790.965332
	Iteration 26Q: 3 clusters Score -1.584522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -15845259.000000 Penalty: 5790.965332
	Iteration 27Q: 3 clusters Score -1.584526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 117010 members 
Entering Unmasked Estep 
Score: -15845261.000000 Penalty: 5790.965332
	Iteration 28Q: 3 clusters Score -1.584526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -15845268.000000 Penalty: 5790.965332
	Iteration 29Q: 3 clusters Score -1.584527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -15845283.000000 Penalty: 5790.965332
	Iteration 30Q: 3 clusters Score -1.584528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -15845292.000000 Penalty: 5790.965332
	Iteration 31Q: 3 clusters Score -1.584529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -15845291.000000 Penalty: 5790.965332
	Iteration 32Q: 3 clusters Score -1.584529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 117028 members 
Entering Unmasked Estep 
Score: -15845295.000000 Penalty: 5790.965332
	Iteration 33Q: 3 clusters Score -1.58453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -15845293.000000 Penalty: 5790.965332
	Iteration 34Q: 3 clusters Score -1.584529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -15845297.000000 Penalty: 5790.965332
	Iteration 35Q: 3 clusters Score -1.58453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 117038 members 
Entering Unmasked Estep 
Score: -15845295.000000 Penalty: 5790.965332
	Iteration 36Q: 3 clusters Score -1.58453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -15845306.000000 Penalty: 5790.965332
	Iteration 37Q: 3 clusters Score -1.584531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -15845304.000000 Penalty: 5790.965332
	Iteration 38Q: 3 clusters Score -1.58453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 117049 members 
Entering Unmasked Estep 
Score: -15845307.000000 Penalty: 5790.965332
	Iteration 39Q: 3 clusters Score -1.584531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -15845310.000000 Penalty: 5790.965332
	Iteration 40F: 3 clusters Score -1.584531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -15845310.000000 Penalty: 5790.965332
	Iteration 41Q: 3 clusters Score -1.584531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -15845313.000000 Penalty: 5790.965332
	Iteration 42Q: 3 clusters Score -1.584531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -15845319.000000 Penalty: 5790.965332
	Iteration 43Q: 3 clusters Score -1.584532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -15845319.000000 Penalty: 5790.965332
	Iteration 44F: 3 clusters Score -1.584532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133659 members 
Entering Unmasked Estep 
Score: -18131250.000000 Penalty: 2927.155762
	Iteration 0F: 2 clusters Score -1.813125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -18042484.000000 Penalty: 5854.311523
	Iteration 0F: 3 clusters Score -1.804248e+07 nChanged 63760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -18080130.000000 Penalty: 5854.311523
	Iteration 1F: 3 clusters Score -1.808013e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -18081312.000000 Penalty: 5854.311523
	Iteration 2Q: 3 clusters Score -1.808131e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -18083044.000000 Penalty: 5854.311523
	Iteration 3Q: 3 clusters Score -1.808304e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -18085532.000000 Penalty: 5854.311523
	Iteration 4Q: 3 clusters Score -1.808553e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -18089268.000000 Penalty: 5854.311523
	Iteration 5F: 3 clusters Score -1.808927e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -18094612.000000 Penalty: 5854.311523
	Iteration 6F: 3 clusters Score -1.809461e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -18101848.000000 Penalty: 5854.311523
	Iteration 7F: 3 clusters Score -1.810185e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -18109016.000000 Penalty: 5854.311523
	Iteration 8F: 3 clusters Score -1.810902e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -18113658.000000 Penalty: 5854.311523
	Iteration 9F: 3 clusters Score -1.811366e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -18115958.000000 Penalty: 5854.311523
	Iteration 10Q: 3 clusters Score -1.811596e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -18116986.000000 Penalty: 5854.311523
	Iteration 11Q: 3 clusters Score -1.811699e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -18117748.000000 Penalty: 5854.311523
	Iteration 12Q: 3 clusters Score -1.811775e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -18118222.000000 Penalty: 5854.311523
	Iteration 13Q: 3 clusters Score -1.811822e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -18118482.000000 Penalty: 5854.311523
	Iteration 14Q: 3 clusters Score -1.811848e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -18118796.000000 Penalty: 5854.311523
	Iteration 15Q: 3 clusters Score -1.81188e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -18118964.000000 Penalty: 5854.311523
	Iteration 16Q: 3 clusters Score -1.811896e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -18119130.000000 Penalty: 5854.311523
	Iteration 17Q: 3 clusters Score -1.811913e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -18119264.000000 Penalty: 5854.311523
	Iteration 18Q: 3 clusters Score -1.811926e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -18119370.000000 Penalty: 5854.311523
	Iteration 19Q: 3 clusters Score -1.811937e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -18119472.000000 Penalty: 5854.311523
	Iteration 20F: 3 clusters Score -1.811947e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -18119558.000000 Penalty: 5854.311523
	Iteration 21Q: 3 clusters Score -1.811956e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -18119604.000000 Penalty: 5854.311523
	Iteration 22Q: 3 clusters Score -1.81196e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -18119732.000000 Penalty: 5854.311523
	Iteration 23Q: 3 clusters Score -1.811973e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -18119816.000000 Penalty: 5854.311523
	Iteration 24Q: 3 clusters Score -1.811982e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -18119904.000000 Penalty: 5854.311523
	Iteration 25Q: 3 clusters Score -1.81199e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -18120032.000000 Penalty: 5854.311523
	Iteration 26Q: 3 clusters Score -1.812003e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -18120118.000000 Penalty: 5854.311523
	Iteration 27Q: 3 clusters Score -1.812012e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -18120168.000000 Penalty: 5854.311523
	Iteration 28Q: 3 clusters Score -1.812017e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -18120254.000000 Penalty: 5854.311523
	Iteration 29Q: 3 clusters Score -1.812025e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -18120350.000000 Penalty: 5854.311523
	Iteration 30Q: 3 clusters Score -1.812035e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -18120444.000000 Penalty: 5854.311523
	Iteration 31Q: 3 clusters Score -1.812044e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -18120636.000000 Penalty: 5854.311523
	Iteration 32Q: 3 clusters Score -1.812064e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -18120810.000000 Penalty: 5854.311523
	Iteration 33Q: 3 clusters Score -1.812081e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -18121018.000000 Penalty: 5854.311523
	Iteration 34Q: 3 clusters Score -1.812102e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -18121096.000000 Penalty: 5854.311523
	Iteration 35Q: 3 clusters Score -1.81211e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -18121292.000000 Penalty: 5854.311523
	Iteration 36Q: 3 clusters Score -1.812129e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -18121476.000000 Penalty: 5854.311523
	Iteration 37Q: 3 clusters Score -1.812148e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -18121706.000000 Penalty: 5854.311523
	Iteration 38Q: 3 clusters Score -1.812171e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -18122042.000000 Penalty: 5854.311523
	Iteration 39Q: 3 clusters Score -1.812204e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -18122200.000000 Penalty: 5854.311523
	Iteration 40F: 3 clusters Score -1.81222e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -18122460.000000 Penalty: 5854.311523
	Iteration 41Q: 3 clusters Score -1.812246e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -18122764.000000 Penalty: 5854.311523
	Iteration 42Q: 3 clusters Score -1.812276e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -18123006.000000 Penalty: 5854.311523
	Iteration 43Q: 3 clusters Score -1.812301e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -18123304.000000 Penalty: 5854.311523
	Iteration 44Q: 3 clusters Score -1.81233e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 115089 members 
Entering Unmasked Estep 
Score: -18123602.000000 Penalty: 5854.311523
	Iteration 45Q: 3 clusters Score -1.81236e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -18123952.000000 Penalty: 5854.311523
	Iteration 46Q: 3 clusters Score -1.812395e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -18124302.000000 Penalty: 5854.311523
	Iteration 47Q: 3 clusters Score -1.81243e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -18124570.000000 Penalty: 5854.311523
	Iteration 48Q: 3 clusters Score -1.812457e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 119842 members 
Entering Unmasked Estep 
Score: -18124980.000000 Penalty: 5854.311523
	Iteration 49Q: 3 clusters Score -1.812498e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -18125318.000000 Penalty: 5854.311523
	Iteration 50Q: 3 clusters Score -1.812532e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -18125696.000000 Penalty: 5854.311523
	Iteration 51Q: 3 clusters Score -1.81257e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -18125974.000000 Penalty: 5854.311523
	Iteration 52Q: 3 clusters Score -1.812597e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -18126316.000000 Penalty: 5854.311523
	Iteration 53Q: 3 clusters Score -1.812632e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -18126626.000000 Penalty: 5854.311523
	Iteration 54Q: 3 clusters Score -1.812663e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -18126914.000000 Penalty: 5854.311523
	Iteration 55Q: 3 clusters Score -1.812691e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -18127108.000000 Penalty: 5854.311523
	Iteration 56Q: 3 clusters Score -1.812711e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -18127304.000000 Penalty: 5854.311523
	Iteration 57Q: 3 clusters Score -1.81273e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -18127460.000000 Penalty: 5854.311523
	Iteration 58Q: 3 clusters Score -1.812746e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -18127660.000000 Penalty: 5854.311523
	Iteration 59Q: 3 clusters Score -1.812766e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -18127812.000000 Penalty: 5854.311523
	Iteration 60F: 3 clusters Score -1.812781e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -18127896.000000 Penalty: 5854.311523
	Iteration 61Q: 3 clusters Score -1.81279e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 130067 members 
Entering Unmasked Estep 
Score: -18127986.000000 Penalty: 5854.311523
	Iteration 62Q: 3 clusters Score -1.812799e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 130376 members 
Entering Unmasked Estep 
Score: -18128098.000000 Penalty: 5854.311523
	Iteration 63Q: 3 clusters Score -1.81281e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -18128192.000000 Penalty: 5854.311523
	Iteration 64Q: 3 clusters Score -1.812819e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -18128240.000000 Penalty: 5854.311523
	Iteration 65Q: 3 clusters Score -1.812824e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -18128310.000000 Penalty: 5854.311523
	Iteration 66Q: 3 clusters Score -1.812831e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 131122 members 
Entering Unmasked Estep 
Score: -18128378.000000 Penalty: 5854.311523
	Iteration 67Q: 3 clusters Score -1.812838e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -18128424.000000 Penalty: 5854.311523
	Iteration 68Q: 3 clusters Score -1.812842e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -18128464.000000 Penalty: 5854.311523
	Iteration 69Q: 3 clusters Score -1.812846e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 131479 members 
Entering Unmasked Estep 
Score: -18128556.000000 Penalty: 5854.311523
	Iteration 70Q: 3 clusters Score -1.812856e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -18128620.000000 Penalty: 5854.311523
	Iteration 71Q: 3 clusters Score -1.812862e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -18128646.000000 Penalty: 5854.311523
	Iteration 72Q: 3 clusters Score -1.812865e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -18128670.000000 Penalty: 5854.311523
	Iteration 73Q: 3 clusters Score -1.812867e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -18128684.000000 Penalty: 5854.311523
	Iteration 74Q: 3 clusters Score -1.812868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -18128684.000000 Penalty: 5854.311523
	Iteration 75Q: 3 clusters Score -1.812868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 131911 members 
Entering Unmasked Estep 
Score: -18128716.000000 Penalty: 5854.311523
	Iteration 76Q: 3 clusters Score -1.812872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -18128746.000000 Penalty: 5854.311523
	Iteration 77Q: 3 clusters Score -1.812875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -18128750.000000 Penalty: 5854.311523
	Iteration 78Q: 3 clusters Score -1.812875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 132008 members 
Entering Unmasked Estep 
Score: -18128736.000000 Penalty: 5854.311523
	Iteration 79Q: 3 clusters Score -1.812874e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 132036 members 
Entering Unmasked Estep 
Score: -18128758.000000 Penalty: 5854.311523
	Iteration 80F: 3 clusters Score -1.812876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -18128774.000000 Penalty: 5854.311523
	Iteration 81Q: 3 clusters Score -1.812877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 132081 members 
Entering Unmasked Estep 
Score: -18128786.000000 Penalty: 5854.311523
	Iteration 82Q: 3 clusters Score -1.812879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -18128770.000000 Penalty: 5854.311523
	Iteration 83Q: 3 clusters Score -1.812877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -18128758.000000 Penalty: 5854.311523
	Iteration 84Q: 3 clusters Score -1.812876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 132133 members 
Entering Unmasked Estep 
Score: -18128774.000000 Penalty: 5854.311523
	Iteration 85Q: 3 clusters Score -1.812877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -18128786.000000 Penalty: 5854.311523
	Iteration 86Q: 3 clusters Score -1.812879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 132154 members 
Entering Unmasked Estep 
Score: -18128796.000000 Penalty: 5854.311523
	Iteration 87Q: 3 clusters Score -1.81288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 132160 members 
Entering Unmasked Estep 
Score: -18128796.000000 Penalty: 5854.311523
	Iteration 88Q: 3 clusters Score -1.81288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -18128806.000000 Penalty: 5854.311523
	Iteration 89Q: 3 clusters Score -1.812881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
Score: -18128808.000000 Penalty: 5854.311523
	Iteration 90Q: 3 clusters Score -1.812881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 132178 members 
Entering Unmasked Estep 
Score: -18128800.000000 Penalty: 5854.311523
	Iteration 91Q: 3 clusters Score -1.81288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -18128794.000000 Penalty: 5854.311523
	Iteration 92Q: 3 clusters Score -1.812879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -18128800.000000 Penalty: 5854.311523
	Iteration 93Q: 3 clusters Score -1.81288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 132190 members 
Entering Unmasked Estep 
Score: -18128804.000000 Penalty: 5854.311523
	Iteration 94Q: 3 clusters Score -1.81288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 132197 members 
Entering Unmasked Estep 
Score: -18128798.000000 Penalty: 5854.311523
	Iteration 95Q: 3 clusters Score -1.81288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -18128806.000000 Penalty: 5854.311523
	Iteration 96Q: 3 clusters Score -1.812881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -18128800.000000 Penalty: 5854.311523
	Iteration 97Q: 3 clusters Score -1.81288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 132205 members 
Entering Unmasked Estep 
Score: -18128794.000000 Penalty: 5854.311523
	Iteration 98Q: 3 clusters Score -1.812879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
Score: -18128798.000000 Penalty: 5854.311523
	Iteration 99Q: 3 clusters Score -1.81288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -18128804.000000 Penalty: 5854.311523
	Iteration 100F: 3 clusters Score -1.81288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -18128814.000000 Penalty: 5854.311523
	Iteration 101Q: 3 clusters Score -1.812881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -18128814.000000 Penalty: 5854.311523
	Iteration 102F: 3 clusters Score -1.812881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Entering Unmasked Estep 
Score: -2577019.750000 Penalty: 2455.493896
	Iteration 0F: 2 clusters Score -2577020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2563135.250000 Penalty: 4910.987793
	Iteration 0F: 3 clusters Score -2563135 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2567934.250000 Penalty: 4910.987793
	Iteration 1F: 3 clusters Score -2567934 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2568492.000000 Penalty: 4910.987793
	Iteration 2F: 3 clusters Score -2568492 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2569025.750000 Penalty: 4910.987793
	Iteration 3F: 3 clusters Score -2569026 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2569578.000000 Penalty: 4910.987793
	Iteration 4Q: 3 clusters Score -2569578 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2570120.500000 Penalty: 4910.987793
	Iteration 5Q: 3 clusters Score -2570120 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2570644.500000 Penalty: 4910.987793
	Iteration 6Q: 3 clusters Score -2570644 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2571164.250000 Penalty: 4910.987793
	Iteration 7Q: 3 clusters Score -2571164 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2571568.750000 Penalty: 4910.987793
	Iteration 8Q: 3 clusters Score -2571569 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2571941.750000 Penalty: 4910.987793
	Iteration 9Q: 3 clusters Score -2571942 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2572240.250000 Penalty: 4910.987793
	Iteration 10Q: 3 clusters Score -2572240 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2572497.500000 Penalty: 4910.987793
	Iteration 11Q: 3 clusters Score -2572498 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2572773.750000 Penalty: 4910.987793
	Iteration 12Q: 3 clusters Score -2572774 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2573021.750000 Penalty: 4910.987793
	Iteration 13Q: 3 clusters Score -2573022 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2573317.750000 Penalty: 4910.987793
	Iteration 14Q: 3 clusters Score -2573318 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2573585.500000 Penalty: 4910.987793
	Iteration 15Q: 3 clusters Score -2573586 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2573841.750000 Penalty: 4910.987793
	Iteration 16Q: 3 clusters Score -2573842 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2574052.750000 Penalty: 4910.987793
	Iteration 17Q: 3 clusters Score -2574053 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2574209.500000 Penalty: 4910.987793
	Iteration 18Q: 3 clusters Score -2574210 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2574346.250000 Penalty: 4910.987793
	Iteration 19Q: 3 clusters Score -2574346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2574473.250000 Penalty: 4910.987793
	Iteration 20F: 3 clusters Score -2574473 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2574578.000000 Penalty: 4910.987793
	Iteration 21Q: 3 clusters Score -2574578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2574661.500000 Penalty: 4910.987793
	Iteration 22Q: 3 clusters Score -2574662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2574721.500000 Penalty: 4910.987793
	Iteration 23Q: 3 clusters Score -2574722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2574764.250000 Penalty: 4910.987793
	Iteration 24Q: 3 clusters Score -2574764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2574797.750000 Penalty: 4910.987793
	Iteration 25Q: 3 clusters Score -2574798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2574823.250000 Penalty: 4910.987793
	Iteration 26Q: 3 clusters Score -2574823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2574849.000000 Penalty: 4910.987793
	Iteration 27Q: 3 clusters Score -2574849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2574869.750000 Penalty: 4910.987793
	Iteration 28Q: 3 clusters Score -2574870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2574897.250000 Penalty: 4910.987793
	Iteration 29Q: 3 clusters Score -2574897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2574931.750000 Penalty: 4910.987793
	Iteration 30Q: 3 clusters Score -2574932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2574956.500000 Penalty: 4910.987793
	Iteration 31Q: 3 clusters Score -2574956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2574973.250000 Penalty: 4910.987793
	Iteration 32Q: 3 clusters Score -2574973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2574984.250000 Penalty: 4910.987793
	Iteration 33Q: 3 clusters Score -2574984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2574995.250000 Penalty: 4910.987793
	Iteration 34Q: 3 clusters Score -2574995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2575000.250000 Penalty: 4910.987793
	Iteration 35Q: 3 clusters Score -2575000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2575005.000000 Penalty: 4910.987793
	Iteration 36Q: 3 clusters Score -2575005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2575008.000000 Penalty: 4910.987793
	Iteration 37Q: 3 clusters Score -2575008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2575014.500000 Penalty: 4910.987793
	Iteration 38Q: 3 clusters Score -2575014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2575012.750000 Penalty: 4910.987793
	Iteration 39Q: 3 clusters Score -2575013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2575013.250000 Penalty: 4910.987793
	Iteration 40F: 3 clusters Score -2575013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2575019.250000 Penalty: 4910.987793
	Iteration 41Q: 3 clusters Score -2575019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2575022.500000 Penalty: 4910.987793
	Iteration 42Q: 3 clusters Score -2575022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2575025.000000 Penalty: 4910.987793
	Iteration 43Q: 3 clusters Score -2575025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2575027.000000 Penalty: 4910.987793
	Iteration 44Q: 3 clusters Score -2575027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2575027.000000 Penalty: 4910.987793
	Iteration 45Q: 3 clusters Score -2575027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2575028.000000 Penalty: 4910.987793
	Iteration 46Q: 3 clusters Score -2575028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2575028.000000 Penalty: 4910.987793
	Iteration 47F: 3 clusters Score -2575028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Entering Unmasked Estep 
Score: -3795178.000000 Penalty: 2535.248779
	Iteration 0F: 2 clusters Score -3795178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3776304.500000 Penalty: 5070.497559
	Iteration 0F: 3 clusters Score -3776304 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3783045.000000 Penalty: 5070.497559
	Iteration 1F: 3 clusters Score -3783045 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3783542.750000 Penalty: 5070.497559
	Iteration 2Q: 3 clusters Score -3783543 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3784042.500000 Penalty: 5070.497559
	Iteration 3Q: 3 clusters Score -3784042 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3784661.500000 Penalty: 5070.497559
	Iteration 4Q: 3 clusters Score -3784662 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3785500.250000 Penalty: 5070.497559
	Iteration 5F: 3 clusters Score -3785500 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3786613.250000 Penalty: 5070.497559
	Iteration 6F: 3 clusters Score -3786613 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3787855.750000 Penalty: 5070.497559
	Iteration 7F: 3 clusters Score -3787856 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3789118.250000 Penalty: 5070.497559
	Iteration 8F: 3 clusters Score -3789118 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3790277.000000 Penalty: 5070.497559
	Iteration 9F: 3 clusters Score -3790277 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3791025.750000 Penalty: 5070.497559
	Iteration 10Q: 3 clusters Score -3791026 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3791409.500000 Penalty: 5070.497559
	Iteration 11Q: 3 clusters Score -3791410 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3791565.250000 Penalty: 5070.497559
	Iteration 12Q: 3 clusters Score -3791565 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3791655.000000 Penalty: 5070.497559
	Iteration 13Q: 3 clusters Score -3791655 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3791719.000000 Penalty: 5070.497559
	Iteration 14Q: 3 clusters Score -3791719 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3791762.750000 Penalty: 5070.497559
	Iteration 15Q: 3 clusters Score -3791763 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3791802.750000 Penalty: 5070.497559
	Iteration 16Q: 3 clusters Score -3791803 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3791847.750000 Penalty: 5070.497559
	Iteration 17Q: 3 clusters Score -3791848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3791912.750000 Penalty: 5070.497559
	Iteration 18Q: 3 clusters Score -3791913 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3791979.250000 Penalty: 5070.497559
	Iteration 19Q: 3 clusters Score -3791979 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3792056.000000 Penalty: 5070.497559
	Iteration 20F: 3 clusters Score -3792056 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3792138.500000 Penalty: 5070.497559
	Iteration 21Q: 3 clusters Score -3792138 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3792227.250000 Penalty: 5070.497559
	Iteration 22Q: 3 clusters Score -3792227 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3792312.750000 Penalty: 5070.497559
	Iteration 23Q: 3 clusters Score -3792313 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3792420.250000 Penalty: 5070.497559
	Iteration 24Q: 3 clusters Score -3792420 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3792531.750000 Penalty: 5070.497559
	Iteration 25Q: 3 clusters Score -3792532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3792667.250000 Penalty: 5070.497559
	Iteration 26Q: 3 clusters Score -3792667 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3792832.250000 Penalty: 5070.497559
	Iteration 27Q: 3 clusters Score -3792832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3793090.750000 Penalty: 5070.497559
	Iteration 28Q: 3 clusters Score -3793091 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3793347.000000 Penalty: 5070.497559
	Iteration 29Q: 3 clusters Score -3793347 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3793554.250000 Penalty: 5070.497559
	Iteration 30Q: 3 clusters Score -3793554 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3793677.250000 Penalty: 5070.497559
	Iteration 31Q: 3 clusters Score -3793677 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3793782.500000 Penalty: 5070.497559
	Iteration 32Q: 3 clusters Score -3793782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3793834.750000 Penalty: 5070.497559
	Iteration 33Q: 3 clusters Score -3793835 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3793890.750000 Penalty: 5070.497559
	Iteration 34Q: 3 clusters Score -3793891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3793910.750000 Penalty: 5070.497559
	Iteration 35Q: 3 clusters Score -3793911 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3793942.750000 Penalty: 5070.497559
	Iteration 36Q: 3 clusters Score -3793943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3793958.500000 Penalty: 5070.497559
	Iteration 37Q: 3 clusters Score -3793958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3793966.500000 Penalty: 5070.497559
	Iteration 38Q: 3 clusters Score -3793966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3793977.250000 Penalty: 5070.497559
	Iteration 39Q: 3 clusters Score -3793977 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3794004.750000 Penalty: 5070.497559
	Iteration 40F: 3 clusters Score -3794005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3794013.750000 Penalty: 5070.497559
	Iteration 41Q: 3 clusters Score -3794014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3794027.750000 Penalty: 5070.497559
	Iteration 42Q: 3 clusters Score -3794028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3794032.250000 Penalty: 5070.497559
	Iteration 43Q: 3 clusters Score -3794032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3794042.500000 Penalty: 5070.497559
	Iteration 44Q: 3 clusters Score -3794042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3794047.000000 Penalty: 5070.497559
	Iteration 45Q: 3 clusters Score -3794047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3794056.750000 Penalty: 5070.497559
	Iteration 46Q: 3 clusters Score -3794057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3794053.750000 Penalty: 5070.497559
	Iteration 47Q: 3 clusters Score -3794054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3794053.750000 Penalty: 5070.497559
	Iteration 48Q: 3 clusters Score -3794054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3794056.750000 Penalty: 5070.497559
	Iteration 49Q: 3 clusters Score -3794057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3794057.000000 Penalty: 5070.497559
	Iteration 50Q: 3 clusters Score -3794057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3794056.750000 Penalty: 5070.497559
	Iteration 51Q: 3 clusters Score -3794057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3794056.750000 Penalty: 5070.497559
	Iteration 52Q: 3 clusters Score -3794057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3794050.750000 Penalty: 5070.497559
	Iteration 53Q: 3 clusters Score -3794051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3794057.500000 Penalty: 5070.497559
	Iteration 54Q: 3 clusters Score -3794058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3794056.250000 Penalty: 5070.497559
	Iteration 55Q: 3 clusters Score -3794056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3794064.500000 Penalty: 5070.497559
	Iteration 56Q: 3 clusters Score -3794064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3794057.500000 Penalty: 5070.497559
	Iteration 57Q: 3 clusters Score -3794058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3794062.250000 Penalty: 5070.497559
	Iteration 58Q: 3 clusters Score -3794062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3794064.500000 Penalty: 5070.497559
	Iteration 59Q: 3 clusters Score -3794064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3794071.750000 Penalty: 5070.497559
	Iteration 60F: 3 clusters Score -3794072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3794064.500000 Penalty: 5070.497559
	Iteration 61Q: 3 clusters Score -3794064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3794069.500000 Penalty: 5070.497559
	Iteration 62Q: 3 clusters Score -3794070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3794079.750000 Penalty: 5070.497559
	Iteration 63Q: 3 clusters Score -3794080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3794079.750000 Penalty: 5070.497559
	Iteration 64Q: 3 clusters Score -3794080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3794076.000000 Penalty: 5070.497559
	Iteration 65Q: 3 clusters Score -3794076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3794079.000000 Penalty: 5070.497559
	Iteration 66Q: 3 clusters Score -3794079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3794082.000000 Penalty: 5070.497559
	Iteration 67Q: 3 clusters Score -3794082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3794079.250000 Penalty: 5070.497559
	Iteration 68Q: 3 clusters Score -3794079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3794077.500000 Penalty: 5070.497559
	Iteration 69Q: 3 clusters Score -3794078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3794071.000000 Penalty: 5070.497559
	Iteration 70Q: 3 clusters Score -3794071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3794074.750000 Penalty: 5070.497559
	Iteration 71Q: 3 clusters Score -3794075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3794070.750000 Penalty: 5070.497559
	Iteration 72Q: 3 clusters Score -3794071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3794069.500000 Penalty: 5070.497559
	Iteration 73Q: 3 clusters Score -3794070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3794074.000000 Penalty: 5070.497559
	Iteration 74Q: 3 clusters Score -3794074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3794075.250000 Penalty: 5070.497559
	Iteration 75Q: 3 clusters Score -3794075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3794072.000000 Penalty: 5070.497559
	Iteration 76Q: 3 clusters Score -3794072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3794073.750000 Penalty: 5070.497559
	Iteration 77Q: 3 clusters Score -3794074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3794075.500000 Penalty: 5070.497559
	Iteration 78Q: 3 clusters Score -3794076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3794075.500000 Penalty: 5070.497559
	Iteration 79F: 3 clusters Score -3794076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -627817.750000 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -627817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -623379.125000 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -623379.1 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -624890.875000 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -624890.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -626369.500000 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -626369.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -628606.750000 Penalty: 4229.070312
	Iteration 3F: 3 clusters Score -628606.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -630137.812500 Penalty: 4229.070312
	Iteration 4F: 3 clusters Score -630137.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -630996.000000 Penalty: 4229.070312
	Iteration 5F: 3 clusters Score -630996 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -631486.062500 Penalty: 4229.070312
	Iteration 6Q: 3 clusters Score -631486.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -631932.312500 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -631932.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -632236.375000 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -632236.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -632422.687500 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -632422.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -632654.250000 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -632654.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -632903.875000 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -632903.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -633091.375000 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -633091.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -633307.187500 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -633307.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -633622.000000 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -633622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -634248.250000 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -634248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -634360.000000 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -634360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -634362.375000 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -634362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -634363.062500 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -634363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -634363.062500 Penalty: 4229.070312
	Iteration 19F: 3 clusters Score -634363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 550 members 
Mstep: Class 25 contains 1148 members 
Entering Unmasked Estep 
Score: -134100848.000000 Penalty: 85720.000000
Splitting cluster 17 changes total score from -134086944.000000 to -134100848.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (8527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Entering Unmasked Estep 
Score: -1116035.250000 Penalty: 2244.646240
	Iteration 0F: 2 clusters Score -1116035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1109417.250000 Penalty: 4489.292480
	Iteration 0F: 3 clusters Score -1109417 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1112496.000000 Penalty: 4489.292480
	Iteration 1F: 3 clusters Score -1112496 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1116050.125000 Penalty: 4489.292480
	Iteration 2F: 3 clusters Score -1116050 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1119293.125000 Penalty: 4489.292480
	Iteration 3F: 3 clusters Score -1119293 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1119949.250000 Penalty: 4489.292480
	Iteration 4F: 3 clusters Score -1119949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1120035.875000 Penalty: 4489.292480
	Iteration 5Q: 3 clusters Score -1120036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1120056.000000 Penalty: 4489.292480
	Iteration 6Q: 3 clusters Score -1120056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1120063.750000 Penalty: 4489.292480
	Iteration 7Q: 3 clusters Score -1120064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1120065.375000 Penalty: 4489.292480
	Iteration 8Q: 3 clusters Score -1120065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1120068.750000 Penalty: 4489.292480
	Iteration 9Q: 3 clusters Score -1120069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1120069.375000 Penalty: 4489.292480
	Iteration 10Q: 3 clusters Score -1120069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1120070.625000 Penalty: 4489.292480
	Iteration 11Q: 3 clusters Score -1120071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1120068.125000 Penalty: 4489.292480
	Iteration 12Q: 3 clusters Score -1120068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1120068.125000 Penalty: 4489.292480
	Iteration 13F: 3 clusters Score -1120068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 550 members 
Mstep: Class 25 contains 1148 members 
Mstep: Class 26 contains 6282 members 
Entering Unmasked Estep 
Score: -134104400.000000 Penalty: 89148.804688
Splitting cluster 18 changes total score from -134086944.000000 to -134104400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (38099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Entering Unmasked Estep 
Score: -5091930.500000 Penalty: 2615.889893
	Iteration 0F: 2 clusters Score -5091930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5065967.000000 Penalty: 5231.779785
	Iteration 0F: 3 clusters Score -5065967 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5075317.500000 Penalty: 5231.779785
	Iteration 1F: 3 clusters Score -5075318 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5075878.000000 Penalty: 5231.779785
	Iteration 2Q: 3 clusters Score -5075878 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5076667.000000 Penalty: 5231.779785
	Iteration 3Q: 3 clusters Score -5076667 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5078326.000000 Penalty: 5231.779785
	Iteration 4F: 3 clusters Score -5078326 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5080999.000000 Penalty: 5231.779785
	Iteration 5F: 3 clusters Score -5080999 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5084353.500000 Penalty: 5231.779785
	Iteration 6F: 3 clusters Score -5084354 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -5087315.000000 Penalty: 5231.779785
	Iteration 7F: 3 clusters Score -5087315 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5089244.000000 Penalty: 5231.779785
	Iteration 8F: 3 clusters Score -5089244 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5090245.500000 Penalty: 5231.779785
	Iteration 9Q: 3 clusters Score -5090246 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -5090865.000000 Penalty: 5231.779785
	Iteration 10Q: 3 clusters Score -5090865 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5091291.000000 Penalty: 5231.779785
	Iteration 11Q: 3 clusters Score -5091291 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5091647.500000 Penalty: 5231.779785
	Iteration 12Q: 3 clusters Score -5091648 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5091965.500000 Penalty: 5231.779785
	Iteration 13Q: 3 clusters Score -5091966 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5092245.000000 Penalty: 5231.779785
	Iteration 14Q: 3 clusters Score -5092245 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5092462.500000 Penalty: 5231.779785
	Iteration 15Q: 3 clusters Score -5092462 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5092664.000000 Penalty: 5231.779785
	Iteration 16Q: 3 clusters Score -5092664 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5092840.000000 Penalty: 5231.779785
	Iteration 17Q: 3 clusters Score -5092840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5092928.000000 Penalty: 5231.779785
	Iteration 18Q: 3 clusters Score -5092928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5092973.000000 Penalty: 5231.779785
	Iteration 19Q: 3 clusters Score -5092973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5093024.500000 Penalty: 5231.779785
	Iteration 20F: 3 clusters Score -5093024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5093044.500000 Penalty: 5231.779785
	Iteration 21Q: 3 clusters Score -5093044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5093051.000000 Penalty: 5231.779785
	Iteration 22Q: 3 clusters Score -5093051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5093078.500000 Penalty: 5231.779785
	Iteration 23Q: 3 clusters Score -5093078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5093092.000000 Penalty: 5231.779785
	Iteration 24Q: 3 clusters Score -5093092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5093091.500000 Penalty: 5231.779785
	Iteration 25Q: 3 clusters Score -5093092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5093089.000000 Penalty: 5231.779785
	Iteration 26Q: 3 clusters Score -5093089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5093095.000000 Penalty: 5231.779785
	Iteration 27Q: 3 clusters Score -5093095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5093109.500000 Penalty: 5231.779785
	Iteration 28Q: 3 clusters Score -5093110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5093116.500000 Penalty: 5231.779785
	Iteration 29Q: 3 clusters Score -5093116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5093123.000000 Penalty: 5231.779785
	Iteration 30Q: 3 clusters Score -5093123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5093126.500000 Penalty: 5231.779785
	Iteration 31Q: 3 clusters Score -5093126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5093137.500000 Penalty: 5231.779785
	Iteration 32Q: 3 clusters Score -5093138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5093137.500000 Penalty: 5231.779785
	Iteration 33Q: 3 clusters Score -5093138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5093136.500000 Penalty: 5231.779785
	Iteration 34Q: 3 clusters Score -5093136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5093138.000000 Penalty: 5231.779785
	Iteration 35Q: 3 clusters Score -5093138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5093134.000000 Penalty: 5231.779785
	Iteration 36Q: 3 clusters Score -5093134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5093134.000000 Penalty: 5231.779785
	Iteration 37F: 3 clusters Score -5093134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 14 contains 82015 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 36027 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 550 members 
Mstep: Class 25 contains 1148 members 
Mstep: Class 26 contains 6282 members 
Mstep: Class 27 contains 2072 members 
Entering Unmasked Estep 
Score: -134104344.000000 Penalty: 92577.601562
Splitting cluster 19 changes total score from -134086944.000000 to -134104344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -333452.093750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -333452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330540.343750 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -330540.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -331113.562500 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -331113.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -331291.375000 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -331291.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -331385.375000 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -331385.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -331445.406250 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -331445.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -331487.750000 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -331487.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -331526.000000 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -331526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -331550.656250 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -331550.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -331574.531250 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -331574.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -331594.750000 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -331594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -331611.406250 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -331611.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -331624.250000 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -331624.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -331638.406250 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -331638.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -331653.593750 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -331653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -331667.937500 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -331667.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -331683.718750 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -331683.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -331702.218750 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -331702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -331730.531250 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -331730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -331749.562500 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -331749.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -331761.406250 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -331761.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -331770.531250 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -331770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331778.375000 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -331778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -331785.406250 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -331785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -331796.187500 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -331796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -331805.343750 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -331805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -331818.843750 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -331818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -331833.500000 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -331833.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -331849.718750 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -331849.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -331863.000000 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -331863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -331879.343750 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -331879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -331891.062500 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -331891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -331903.937500 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -331903.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -331918.500000 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -331918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -331924.062500 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -331924.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -331929.656250 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -331929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331940.062500 Penalty: 3884.285156
	Iteration 35Q: 3 clusters Score -331940.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -331957.062500 Penalty: 3884.285156
	Iteration 36Q: 3 clusters Score -331957.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -331970.500000 Penalty: 3884.285156
	Iteration 37Q: 3 clusters Score -331970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -331990.125000 Penalty: 3884.285156
	Iteration 38Q: 3 clusters Score -331990.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -332012.343750 Penalty: 3884.285156
	Iteration 39Q: 3 clusters Score -332012.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -332033.718750 Penalty: 3884.285156
	Iteration 40F: 3 clusters Score -332033.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -332058.750000 Penalty: 3884.285156
	Iteration 41Q: 3 clusters Score -332058.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -332096.781250 Penalty: 3884.285156
	Iteration 42Q: 3 clusters Score -332096.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -332149.218750 Penalty: 3884.285156
	Iteration 43Q: 3 clusters Score -332149.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -332211.468750 Penalty: 3884.285156
	Iteration 44Q: 3 clusters Score -332211.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -332299.750000 Penalty: 3884.285156
	Iteration 45Q: 3 clusters Score -332299.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -332366.125000 Penalty: 3884.285156
	Iteration 46Q: 3 clusters Score -332366.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -332429.375000 Penalty: 3884.285156
	Iteration 47Q: 3 clusters Score -332429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -332476.781250 Penalty: 3884.285156
	Iteration 48Q: 3 clusters Score -332476.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -332504.562500 Penalty: 3884.285156
	Iteration 49Q: 3 clusters Score -332504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332517.906250 Penalty: 3884.285156
	Iteration 50Q: 3 clusters Score -332517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -332525.968750 Penalty: 3884.285156
	Iteration 51Q: 3 clusters Score -332526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -332533.093750 Penalty: 3884.285156
	Iteration 52Q: 3 clusters Score -332533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332540.000000 Penalty: 3884.285156
	Iteration 53Q: 3 clusters Score -332540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -332542.781250 Penalty: 3884.285156
	Iteration 54Q: 3 clusters Score -332542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -332543.375000 Penalty: 3884.285156
	Iteration 55Q: 3 clusters Score -332543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -332543.375000 Penalty: 3884.285156
	Iteration 56F: 3 clusters Score -332543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (88758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Entering Unmasked Estep 
Score: -12157999.000000 Penalty: 2825.629883
	Iteration 0F: 2 clusters Score -1.2158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -12098529.000000 Penalty: 5651.259766
	Iteration 0F: 3 clusters Score -1.209853e+07 nChanged 41822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -12122497.000000 Penalty: 5651.259766
	Iteration 1F: 3 clusters Score -1.21225e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -12123258.000000 Penalty: 5651.259766
	Iteration 2Q: 3 clusters Score -1.212326e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -12124164.000000 Penalty: 5651.259766
	Iteration 3Q: 3 clusters Score -1.212416e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -12125376.000000 Penalty: 5651.259766
	Iteration 4Q: 3 clusters Score -1.212538e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -12127283.000000 Penalty: 5651.259766
	Iteration 5Q: 3 clusters Score -1.212728e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -12129900.000000 Penalty: 5651.259766
	Iteration 6F: 3 clusters Score -1.21299e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -12133689.000000 Penalty: 5651.259766
	Iteration 7F: 3 clusters Score -1.213369e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -12138662.000000 Penalty: 5651.259766
	Iteration 8F: 3 clusters Score -1.213866e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -12143751.000000 Penalty: 5651.259766
	Iteration 9F: 3 clusters Score -1.214375e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -12148230.000000 Penalty: 5651.259766
	Iteration 10F: 3 clusters Score -1.214823e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -12151398.000000 Penalty: 5651.259766
	Iteration 11Q: 3 clusters Score -1.21514e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -12153280.000000 Penalty: 5651.259766
	Iteration 12Q: 3 clusters Score -1.215328e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12154304.000000 Penalty: 5651.259766
	Iteration 13Q: 3 clusters Score -1.21543e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12154822.000000 Penalty: 5651.259766
	Iteration 14Q: 3 clusters Score -1.215482e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12155083.000000 Penalty: 5651.259766
	Iteration 15Q: 3 clusters Score -1.215508e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12155202.000000 Penalty: 5651.259766
	Iteration 16Q: 3 clusters Score -1.21552e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12155291.000000 Penalty: 5651.259766
	Iteration 17Q: 3 clusters Score -1.215529e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12155355.000000 Penalty: 5651.259766
	Iteration 18Q: 3 clusters Score -1.215536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12155394.000000 Penalty: 5651.259766
	Iteration 19Q: 3 clusters Score -1.215539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12155422.000000 Penalty: 5651.259766
	Iteration 20F: 3 clusters Score -1.215542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12155443.000000 Penalty: 5651.259766
	Iteration 21Q: 3 clusters Score -1.215544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12155466.000000 Penalty: 5651.259766
	Iteration 22Q: 3 clusters Score -1.215547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12155488.000000 Penalty: 5651.259766
	Iteration 23Q: 3 clusters Score -1.215549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12155487.000000 Penalty: 5651.259766
	Iteration 24Q: 3 clusters Score -1.215549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12155504.000000 Penalty: 5651.259766
	Iteration 25Q: 3 clusters Score -1.21555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12155515.000000 Penalty: 5651.259766
	Iteration 26Q: 3 clusters Score -1.215552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12155518.000000 Penalty: 5651.259766
	Iteration 27Q: 3 clusters Score -1.215552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12155521.000000 Penalty: 5651.259766
	Iteration 28Q: 3 clusters Score -1.215552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12155519.000000 Penalty: 5651.259766
	Iteration 29Q: 3 clusters Score -1.215552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12155519.000000 Penalty: 5651.259766
	Iteration 30Q: 3 clusters Score -1.215552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12155535.000000 Penalty: 5651.259766
	Iteration 31Q: 3 clusters Score -1.215554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12155546.000000 Penalty: 5651.259766
	Iteration 32Q: 3 clusters Score -1.215555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12155548.000000 Penalty: 5651.259766
	Iteration 33Q: 3 clusters Score -1.215555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12155554.000000 Penalty: 5651.259766
	Iteration 34Q: 3 clusters Score -1.215555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12155557.000000 Penalty: 5651.259766
	Iteration 35Q: 3 clusters Score -1.215556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12155559.000000 Penalty: 5651.259766
	Iteration 36Q: 3 clusters Score -1.215556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12155570.000000 Penalty: 5651.259766
	Iteration 37Q: 3 clusters Score -1.215557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12155570.000000 Penalty: 5651.259766
	Iteration 38F: 3 clusters Score -1.215557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -607113.875000 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -607113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -602852.750000 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -602852.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -603844.437500 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -603844.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -604080.375000 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -604080.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -604280.500000 Penalty: 4179.924805
	Iteration 3F: 3 clusters Score -604280.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -604435.000000 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -604435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -604592.937500 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -604592.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -604725.562500 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -604725.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -604849.125000 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -604849.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -604943.500000 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -604943.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -605026.250000 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -605026.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605100.000000 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -605100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -605166.437500 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -605166.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -605224.625000 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -605224.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -605275.687500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -605275.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -605314.000000 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -605314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -605347.812500 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -605347.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -605369.312500 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -605369.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -605387.750000 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -605387.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -605400.812500 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -605400.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -605409.500000 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -605409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -605416.875000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -605416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -605420.687500 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -605420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -605424.000000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -605424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -605428.250000 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -605428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -605431.687500 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -605431.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -605435.500000 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -605435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -605438.875000 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -605438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -605441.312500 Penalty: 4179.924805
	Iteration 27Q: 3 clusters Score -605441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -605443.375000 Penalty: 4179.924805
	Iteration 28Q: 3 clusters Score -605443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -605445.312500 Penalty: 4179.924805
	Iteration 29Q: 3 clusters Score -605445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -605449.625000 Penalty: 4179.924805
	Iteration 30Q: 3 clusters Score -605449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -605453.875000 Penalty: 4179.924805
	Iteration 31Q: 3 clusters Score -605453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -605455.000000 Penalty: 4179.924805
	Iteration 32Q: 3 clusters Score -605455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -605457.312500 Penalty: 4179.924805
	Iteration 33Q: 3 clusters Score -605457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -605458.500000 Penalty: 4179.924805
	Iteration 34Q: 3 clusters Score -605458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -605460.250000 Penalty: 4179.924805
	Iteration 35Q: 3 clusters Score -605460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -605461.437500 Penalty: 4179.924805
	Iteration 36Q: 3 clusters Score -605461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -605462.125000 Penalty: 4179.924805
	Iteration 37Q: 3 clusters Score -605462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -605464.687500 Penalty: 4179.924805
	Iteration 38Q: 3 clusters Score -605464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -605467.500000 Penalty: 4179.924805
	Iteration 39Q: 3 clusters Score -605467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -605469.062500 Penalty: 4179.924805
	Iteration 40F: 3 clusters Score -605469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -605470.062500 Penalty: 4179.924805
	Iteration 41Q: 3 clusters Score -605470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -605472.250000 Penalty: 4179.924805
	Iteration 42Q: 3 clusters Score -605472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -605473.062500 Penalty: 4179.924805
	Iteration 43Q: 3 clusters Score -605473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -605473.312500 Penalty: 4179.924805
	Iteration 44Q: 3 clusters Score -605473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -605476.500000 Penalty: 4179.924805
	Iteration 45Q: 3 clusters Score -605476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -605476.500000 Penalty: 4179.924805
	Iteration 46Q: 3 clusters Score -605476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -605477.000000 Penalty: 4179.924805
	Iteration 47Q: 3 clusters Score -605477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -605478.437500 Penalty: 4179.924805
	Iteration 48Q: 3 clusters Score -605478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -605478.937500 Penalty: 4179.924805
	Iteration 49Q: 3 clusters Score -605478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -605478.812500 Penalty: 4179.924805
	Iteration 50Q: 3 clusters Score -605478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -605479.000000 Penalty: 4179.924805
	Iteration 51Q: 3 clusters Score -605479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -605479.000000 Penalty: 4179.924805
	Iteration 52F: 3 clusters Score -605479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -1031832.000000 Penalty: 2214.664307
	Iteration 0F: 2 clusters Score -1031832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1025725.875000 Penalty: 4429.328613
	Iteration 0F: 3 clusters Score -1025726 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1027379.750000 Penalty: 4429.328613
	Iteration 1F: 3 clusters Score -1027380 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1027638.750000 Penalty: 4429.328613
	Iteration 2F: 3 clusters Score -1027639 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1027808.375000 Penalty: 4429.328613
	Iteration 3Q: 3 clusters Score -1027808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1027928.625000 Penalty: 4429.328613
	Iteration 4Q: 3 clusters Score -1027929 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1028018.500000 Penalty: 4429.328613
	Iteration 5Q: 3 clusters Score -1028018 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1028098.062500 Penalty: 4429.328613
	Iteration 6Q: 3 clusters Score -1028098 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1028160.937500 Penalty: 4429.328613
	Iteration 7Q: 3 clusters Score -1028161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1028230.250000 Penalty: 4429.328613
	Iteration 8Q: 3 clusters Score -1028230 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1028303.562500 Penalty: 4429.328613
	Iteration 9Q: 3 clusters Score -1028304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1028397.125000 Penalty: 4429.328613
	Iteration 10Q: 3 clusters Score -1028397 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1028492.375000 Penalty: 4429.328613
	Iteration 11Q: 3 clusters Score -1028492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1028581.500000 Penalty: 4429.328613
	Iteration 12Q: 3 clusters Score -1028582 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1028669.625000 Penalty: 4429.328613
	Iteration 13Q: 3 clusters Score -1028670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1028762.375000 Penalty: 4429.328613
	Iteration 14Q: 3 clusters Score -1028762 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1028856.812500 Penalty: 4429.328613
	Iteration 15Q: 3 clusters Score -1028857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1028949.437500 Penalty: 4429.328613
	Iteration 16Q: 3 clusters Score -1028949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1029043.562500 Penalty: 4429.328613
	Iteration 17Q: 3 clusters Score -1029044 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1029126.937500 Penalty: 4429.328613
	Iteration 18Q: 3 clusters Score -1029127 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1029204.750000 Penalty: 4429.328613
	Iteration 19Q: 3 clusters Score -1029205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1029273.812500 Penalty: 4429.328613
	Iteration 20F: 3 clusters Score -1029274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1029331.875000 Penalty: 4429.328613
	Iteration 21Q: 3 clusters Score -1029332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1029393.312500 Penalty: 4429.328613
	Iteration 22Q: 3 clusters Score -1029393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1029447.812500 Penalty: 4429.328613
	Iteration 23Q: 3 clusters Score -1029448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1029502.000000 Penalty: 4429.328613
	Iteration 24Q: 3 clusters Score -1029502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1029548.937500 Penalty: 4429.328613
	Iteration 25Q: 3 clusters Score -1029549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1029583.500000 Penalty: 4429.328613
	Iteration 26Q: 3 clusters Score -1029584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1029602.875000 Penalty: 4429.328613
	Iteration 27Q: 3 clusters Score -1029603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1029618.625000 Penalty: 4429.328613
	Iteration 28Q: 3 clusters Score -1029619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1029633.500000 Penalty: 4429.328613
	Iteration 29Q: 3 clusters Score -1029634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1029646.500000 Penalty: 4429.328613
	Iteration 30Q: 3 clusters Score -1029646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1029659.000000 Penalty: 4429.328613
	Iteration 31Q: 3 clusters Score -1029659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1029672.062500 Penalty: 4429.328613
	Iteration 32Q: 3 clusters Score -1029672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1029680.187500 Penalty: 4429.328613
	Iteration 33Q: 3 clusters Score -1029680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1029688.875000 Penalty: 4429.328613
	Iteration 34Q: 3 clusters Score -1029689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1029700.875000 Penalty: 4429.328613
	Iteration 35Q: 3 clusters Score -1029701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1029710.312500 Penalty: 4429.328613
	Iteration 36Q: 3 clusters Score -1029710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1029716.000000 Penalty: 4429.328613
	Iteration 37Q: 3 clusters Score -1029716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1029723.750000 Penalty: 4429.328613
	Iteration 38Q: 3 clusters Score -1029724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1029729.250000 Penalty: 4429.328613
	Iteration 39Q: 3 clusters Score -1029729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1029736.875000 Penalty: 4429.328613
	Iteration 40F: 3 clusters Score -1029737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1029742.062500 Penalty: 4429.328613
	Iteration 41Q: 3 clusters Score -1029742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1029744.875000 Penalty: 4429.328613
	Iteration 42Q: 3 clusters Score -1029745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1029744.125000 Penalty: 4429.328613
	Iteration 43Q: 3 clusters Score -1029744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1029748.250000 Penalty: 4429.328613
	Iteration 44Q: 3 clusters Score -1029748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1029751.500000 Penalty: 4429.328613
	Iteration 45Q: 3 clusters Score -1029752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1029752.187500 Penalty: 4429.328613
	Iteration 46Q: 3 clusters Score -1029752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1029755.812500 Penalty: 4429.328613
	Iteration 47Q: 3 clusters Score -1029756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1029757.375000 Penalty: 4429.328613
	Iteration 48Q: 3 clusters Score -1029757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1029760.687500 Penalty: 4429.328613
	Iteration 49Q: 3 clusters Score -1029761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1029764.312500 Penalty: 4429.328613
	Iteration 50Q: 3 clusters Score -1029764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1029767.625000 Penalty: 4429.328613
	Iteration 51Q: 3 clusters Score -1029768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1029766.562500 Penalty: 4429.328613
	Iteration 52Q: 3 clusters Score -1029767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1029767.625000 Penalty: 4429.328613
	Iteration 53Q: 3 clusters Score -1029768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1029768.937500 Penalty: 4429.328613
	Iteration 54Q: 3 clusters Score -1029769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1029768.937500 Penalty: 4429.328613
	Iteration 55F: 3 clusters Score -1029769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 245527 members 
Mstep: Class 2 contains 145456 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 39176 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 117634 members 
Mstep: Class 13 contains 133659 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 27523 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 36027 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134108296.000000 Penalty: 92577.601562
Iteration 39Q: 28 clusters Score -1.341083e+08 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 245852 members 
Mstep: Class 2 contains 145204 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 39146 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 14371 members 
Mstep: Class 7 contains 7837 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 117532 members 
Mstep: Class 13 contains 132677 members 
Mstep: Class 14 contains 81424 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 27561 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 36717 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 88810 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 502 members 
Mstep: Class 25 contains 1148 members 
Mstep: Class 26 contains 6279 members 
Mstep: Class 27 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134111928.000000 Penalty: 92577.601562
Iteration 40F: 28 clusters Score -1.341119e+08 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 247056 members 
Mstep: Class 2 contains 144815 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 14752 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 7079 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1735 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 117303 members 
Mstep: Class 13 contains 131394 members 
Mstep: Class 14 contains 81133 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 27606 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 37006 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 88836 members 
Mstep: Class 22 contains 4234 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 554 members 
Mstep: Class 25 contains 1149 members 
Mstep: Class 26 contains 6287 members 
Mstep: Class 27 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134113560.000000 Penalty: 92577.601562
Iteration 41Q: 28 clusters Score -1.341136e+08 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 248500 members 
Mstep: Class 2 contains 144531 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 38974 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 15060 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 1738 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 117105 members 
Mstep: Class 13 contains 130002 members 
Mstep: Class 14 contains 80867 members 
Mstep: Class 15 contains 19215 members 
Mstep: Class 16 contains 27643 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 88843 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 7618 members 
Mstep: Class 24 contains 569 members 
Mstep: Class 25 contains 1152 members 
Mstep: Class 26 contains 6303 members 
Mstep: Class 27 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114696.000000 Penalty: 92577.601562
Iteration 42Q: 28 clusters Score -1.341147e+08 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 249896 members 
Mstep: Class 2 contains 144313 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 38835 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15278 members 
Mstep: Class 7 contains 7987 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 116923 members 
Mstep: Class 13 contains 128680 members 
Mstep: Class 14 contains 80634 members 
Mstep: Class 15 contains 18988 members 
Mstep: Class 16 contains 27702 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 37273 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 88873 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1154 members 
Mstep: Class 26 contains 6318 members 
Mstep: Class 27 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114584.000000 Penalty: 92577.601562
Iteration 43Q: 28 clusters Score -1.341146e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 251304 members 
Mstep: Class 2 contains 144097 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 38670 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 3071 members 
Mstep: Class 12 contains 116772 members 
Mstep: Class 13 contains 127368 members 
Mstep: Class 14 contains 80455 members 
Mstep: Class 15 contains 18758 members 
Mstep: Class 16 contains 27843 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 37402 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 88889 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 7645 members 
Mstep: Class 24 contains 575 members 
Mstep: Class 25 contains 1156 members 
Mstep: Class 26 contains 6333 members 
Mstep: Class 27 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115160.000000 Penalty: 92577.601562
Iteration 44Q: 28 clusters Score -1.341152e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 252626 members 
Mstep: Class 2 contains 143911 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 38485 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15559 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 7257 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 116606 members 
Mstep: Class 13 contains 126127 members 
Mstep: Class 14 contains 80331 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 28011 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 37527 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 88892 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 569 members 
Mstep: Class 25 contains 1158 members 
Mstep: Class 26 contains 6336 members 
Mstep: Class 27 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115536.000000 Penalty: 92577.601562
Iteration 45Q: 28 clusters Score -1.341155e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 253869 members 
Mstep: Class 2 contains 143738 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 38310 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15672 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 7314 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 116474 members 
Mstep: Class 13 contains 124887 members 
Mstep: Class 14 contains 80204 members 
Mstep: Class 15 contains 18349 members 
Mstep: Class 16 contains 28202 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 37681 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 88922 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 7697 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 1161 members 
Mstep: Class 26 contains 6339 members 
Mstep: Class 27 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115800.000000 Penalty: 92577.601562
Iteration 46Q: 28 clusters Score -1.341158e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 255079 members 
Mstep: Class 2 contains 143569 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 38158 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 116324 members 
Mstep: Class 13 contains 123656 members 
Mstep: Class 14 contains 80093 members 
Mstep: Class 15 contains 18127 members 
Mstep: Class 16 contains 28448 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 37856 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 21 contains 88945 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 7712 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6340 members 
Mstep: Class 27 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134116088.000000 Penalty: 92577.601562
Iteration 47Q: 28 clusters Score -1.341161e+08 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 256252 members 
Mstep: Class 2 contains 143426 members 
Mstep: Class 3 contains 4208 members 
Mstep: Class 4 contains 37996 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15851 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 116183 members 
Mstep: Class 13 contains 122433 members 
Mstep: Class 14 contains 79997 members 
Mstep: Class 15 contains 17924 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 38013 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 88962 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 7744 members 
Mstep: Class 24 contains 564 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6342 members 
Mstep: Class 27 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115792.000000 Penalty: 92577.601562
Iteration 48Q: 28 clusters Score -1.341158e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 257321 members 
Mstep: Class 2 contains 143326 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 37839 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 15935 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 116031 members 
Mstep: Class 13 contains 121314 members 
Mstep: Class 14 contains 79921 members 
Mstep: Class 15 contains 17741 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 38169 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 21 contains 88993 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6342 members 
Mstep: Class 27 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115832.000000 Penalty: 92577.601562
Iteration 49Q: 28 clusters Score -1.341158e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 258291 members 
Mstep: Class 2 contains 143205 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 37718 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16029 members 
Mstep: Class 7 contains 8269 members 
Mstep: Class 8 contains 7534 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 115892 members 
Mstep: Class 13 contains 120221 members 
Mstep: Class 14 contains 79844 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 29189 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 38332 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 89059 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6342 members 
Mstep: Class 27 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134116504.000000 Penalty: 92577.601562
Iteration 50Q: 28 clusters Score -1.341165e+08 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 259336 members 
Mstep: Class 2 contains 143112 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 37544 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16116 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 115762 members 
Mstep: Class 13 contains 119148 members 
Mstep: Class 14 contains 79793 members 
Mstep: Class 15 contains 17375 members 
Mstep: Class 16 contains 29396 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 38494 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 89102 members 
Mstep: Class 22 contains 3942 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6342 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134116752.000000 Penalty: 92577.601562
Iteration 51Q: 28 clusters Score -1.341168e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 260313 members 
Mstep: Class 2 contains 143037 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 37370 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16213 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3611 members 
Mstep: Class 12 contains 115647 members 
Mstep: Class 13 contains 118066 members 
Mstep: Class 14 contains 79732 members 
Mstep: Class 15 contains 17196 members 
Mstep: Class 16 contains 29654 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 38656 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 89138 members 
Mstep: Class 22 contains 3931 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134116240.000000 Penalty: 92577.601562
Iteration 52Q: 28 clusters Score -1.341162e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 261310 members 
Mstep: Class 2 contains 142944 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 37229 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 115513 members 
Mstep: Class 13 contains 116984 members 
Mstep: Class 14 contains 79670 members 
Mstep: Class 15 contains 16998 members 
Mstep: Class 16 contains 29926 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 38799 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 89182 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 7870 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115656.000000 Penalty: 92577.601562
Iteration 53Q: 28 clusters Score -1.341157e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 262207 members 
Mstep: Class 2 contains 142889 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 37113 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 115406 members 
Mstep: Class 13 contains 115944 members 
Mstep: Class 14 contains 79593 members 
Mstep: Class 15 contains 16798 members 
Mstep: Class 16 contains 30219 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 38956 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 89213 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 7889 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115432.000000 Penalty: 92577.601562
Iteration 54Q: 28 clusters Score -1.341154e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 263100 members 
Mstep: Class 2 contains 142821 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 37019 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16444 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3803 members 
Mstep: Class 12 contains 115287 members 
Mstep: Class 13 contains 114911 members 
Mstep: Class 14 contains 79513 members 
Mstep: Class 15 contains 16625 members 
Mstep: Class 16 contains 30520 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 39093 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 89225 members 
Mstep: Class 22 contains 3875 members 
Mstep: Class 23 contains 7911 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115472.000000 Penalty: 92577.601562
Iteration 55Q: 28 clusters Score -1.341155e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 263879 members 
Mstep: Class 2 contains 142753 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 36909 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16521 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 7835 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3879 members 
Mstep: Class 12 contains 115197 members 
Mstep: Class 13 contains 113955 members 
Mstep: Class 14 contains 79433 members 
Mstep: Class 15 contains 16420 members 
Mstep: Class 16 contains 30823 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 39258 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 89244 members 
Mstep: Class 22 contains 3853 members 
Mstep: Class 23 contains 7931 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115520.000000 Penalty: 92577.601562
Iteration 56Q: 28 clusters Score -1.341155e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 264572 members 
Mstep: Class 2 contains 142655 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 36847 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16584 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 115140 members 
Mstep: Class 13 contains 113048 members 
Mstep: Class 14 contains 79345 members 
Mstep: Class 15 contains 16228 members 
Mstep: Class 16 contains 31126 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 39405 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 89275 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 7961 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115616.000000 Penalty: 92577.601562
Iteration 57Q: 28 clusters Score -1.341156e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 265145 members 
Mstep: Class 2 contains 142572 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 36786 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16649 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 115073 members 
Mstep: Class 13 contains 112277 members 
Mstep: Class 14 contains 79265 members 
Mstep: Class 15 contains 16043 members 
Mstep: Class 16 contains 31440 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 39556 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 89292 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 7987 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115216.000000 Penalty: 92577.601562
Iteration 58Q: 28 clusters Score -1.341152e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 265620 members 
Mstep: Class 2 contains 142513 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 36762 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16722 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4104 members 
Mstep: Class 12 contains 115021 members 
Mstep: Class 13 contains 111488 members 
Mstep: Class 14 contains 79190 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 31773 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 39712 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 89312 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114704.000000 Penalty: 92577.601562
Iteration 59Q: 28 clusters Score -1.341147e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 266023 members 
Mstep: Class 2 contains 142457 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 36736 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16781 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 114970 members 
Mstep: Class 13 contains 110770 members 
Mstep: Class 14 contains 79129 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 32101 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 39845 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 89318 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 554 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114888.000000 Penalty: 92577.601562
Iteration 60F: 28 clusters Score -1.341149e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 266333 members 
Mstep: Class 2 contains 142446 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 36708 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16827 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 114907 members 
Mstep: Class 13 contains 110096 members 
Mstep: Class 14 contains 79068 members 
Mstep: Class 15 contains 15617 members 
Mstep: Class 16 contains 32433 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 39966 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 89328 members 
Mstep: Class 22 contains 3751 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 552 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114736.000000 Penalty: 92577.601562
Iteration 61Q: 28 clusters Score -1.341147e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 266610 members 
Mstep: Class 2 contains 142449 members 
Mstep: Class 3 contains 4355 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16861 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 114879 members 
Mstep: Class 13 contains 109438 members 
Mstep: Class 14 contains 79029 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 32737 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40090 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 89334 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114912.000000 Penalty: 92577.601562
Iteration 62Q: 28 clusters Score -1.341149e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 266881 members 
Mstep: Class 2 contains 142445 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 36673 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16902 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 114834 members 
Mstep: Class 13 contains 108794 members 
Mstep: Class 14 contains 78984 members 
Mstep: Class 15 contains 15422 members 
Mstep: Class 16 contains 33067 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40181 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 89331 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114816.000000 Penalty: 92577.601562
Iteration 63Q: 28 clusters Score -1.341148e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267041 members 
Mstep: Class 2 contains 142410 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 36677 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16945 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 114811 members 
Mstep: Class 13 contains 108242 members 
Mstep: Class 14 contains 78939 members 
Mstep: Class 15 contains 15317 members 
Mstep: Class 16 contains 33408 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 40277 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 89341 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114960.000000 Penalty: 92577.601562
Iteration 64Q: 28 clusters Score -1.34115e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267189 members 
Mstep: Class 2 contains 142375 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 36693 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 114777 members 
Mstep: Class 13 contains 107694 members 
Mstep: Class 14 contains 78897 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 33764 members 
Mstep: Class 17 contains 3510 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40358 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 89336 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 8158 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114616.000000 Penalty: 92577.601562
Iteration 65Q: 28 clusters Score -1.341146e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267291 members 
Mstep: Class 2 contains 142358 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 36695 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 114733 members 
Mstep: Class 13 contains 107183 members 
Mstep: Class 14 contains 78851 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 34128 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40429 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 89351 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 8183 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6345 members 
Mstep: Class 27 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114440.000000 Penalty: 92577.601562
Iteration 66Q: 28 clusters Score -1.341144e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267389 members 
Mstep: Class 2 contains 142306 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 36701 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17028 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 114712 members 
Mstep: Class 13 contains 106766 members 
Mstep: Class 14 contains 78806 members 
Mstep: Class 15 contains 15023 members 
Mstep: Class 16 contains 34459 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 40493 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 89377 members 
Mstep: Class 22 contains 3701 members 
Mstep: Class 23 contains 8199 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114784.000000 Penalty: 92577.601562
Iteration 67Q: 28 clusters Score -1.341148e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267485 members 
Mstep: Class 2 contains 142263 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 36707 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17059 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 4747 members 
Mstep: Class 12 contains 114691 members 
Mstep: Class 13 contains 106360 members 
Mstep: Class 14 contains 78755 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 34764 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40549 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 89405 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114608.000000 Penalty: 92577.601562
Iteration 68Q: 28 clusters Score -1.341146e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267582 members 
Mstep: Class 2 contains 142216 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 36714 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 8436 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 114653 members 
Mstep: Class 13 contains 106024 members 
Mstep: Class 14 contains 78690 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 35034 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40582 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 89427 members 
Mstep: Class 22 contains 3690 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114576.000000 Penalty: 92577.601562
Iteration 69Q: 28 clusters Score -1.341146e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267638 members 
Mstep: Class 2 contains 142173 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 36723 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17128 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 114631 members 
Mstep: Class 13 contains 105667 members 
Mstep: Class 14 contains 78635 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 35345 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40615 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 89450 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114520.000000 Penalty: 92577.601562
Iteration 70Q: 28 clusters Score -1.341145e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267701 members 
Mstep: Class 2 contains 142139 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 36717 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17163 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 114618 members 
Mstep: Class 13 contains 105300 members 
Mstep: Class 14 contains 78577 members 
Mstep: Class 15 contains 14683 members 
Mstep: Class 16 contains 35654 members 
Mstep: Class 17 contains 3321 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 40648 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 89469 members 
Mstep: Class 22 contains 3676 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114472.000000 Penalty: 92577.601562
Iteration 71Q: 28 clusters Score -1.341145e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267750 members 
Mstep: Class 2 contains 142107 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 36726 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 114595 members 
Mstep: Class 13 contains 104914 members 
Mstep: Class 14 contains 78526 members 
Mstep: Class 15 contains 14608 members 
Mstep: Class 16 contains 35968 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 40685 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 89490 members 
Mstep: Class 22 contains 3671 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114336.000000 Penalty: 92577.601562
Iteration 72Q: 28 clusters Score -1.341143e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267735 members 
Mstep: Class 2 contains 142117 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 36739 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 8309 members 
Mstep: Class 8 contains 8513 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5163 members 
Mstep: Class 12 contains 114570 members 
Mstep: Class 13 contains 104548 members 
Mstep: Class 14 contains 78492 members 
Mstep: Class 15 contains 14537 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 3266 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 40733 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 89514 members 
Mstep: Class 22 contains 3664 members 
Mstep: Class 23 contains 8270 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114408.000000 Penalty: 92577.601562
Iteration 73Q: 28 clusters Score -1.341144e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267702 members 
Mstep: Class 2 contains 142145 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 36768 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17274 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5220 members 
Mstep: Class 12 contains 114537 members 
Mstep: Class 13 contains 104180 members 
Mstep: Class 14 contains 78452 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 36575 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 40792 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 89535 members 
Mstep: Class 22 contains 3662 members 
Mstep: Class 23 contains 8276 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114520.000000 Penalty: 92577.601562
Iteration 74Q: 28 clusters Score -1.341145e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267683 members 
Mstep: Class 2 contains 142160 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 36767 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 114512 members 
Mstep: Class 13 contains 103841 members 
Mstep: Class 14 contains 78424 members 
Mstep: Class 15 contains 14434 members 
Mstep: Class 16 contains 36875 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 40835 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 89548 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114592.000000 Penalty: 92577.601562
Iteration 75Q: 28 clusters Score -1.341146e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267679 members 
Mstep: Class 2 contains 142163 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 36772 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 8568 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5311 members 
Mstep: Class 12 contains 114493 members 
Mstep: Class 13 contains 103496 members 
Mstep: Class 14 contains 78385 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 37173 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 40872 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 89558 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114440.000000 Penalty: 92577.601562
Iteration 76Q: 28 clusters Score -1.341144e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267716 members 
Mstep: Class 2 contains 142162 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 36794 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8584 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 114475 members 
Mstep: Class 13 contains 103149 members 
Mstep: Class 14 contains 78337 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 37447 members 
Mstep: Class 17 contains 3193 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 40909 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 89590 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114208.000000 Penalty: 92577.601562
Iteration 77Q: 28 clusters Score -1.341142e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 267730 members 
Mstep: Class 2 contains 142199 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 36784 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 8593 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5407 members 
Mstep: Class 12 contains 114463 members 
Mstep: Class 13 contains 102761 members 
Mstep: Class 14 contains 78293 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 37740 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 40948 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 89608 members 
Mstep: Class 22 contains 3657 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114000.000000 Penalty: 92577.601562
Iteration 78Q: 28 clusters Score -1.34114e+08 nChanged 1261
Entering ConstructFrom: 
Score: -134114000.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (267750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267750 members 
Entering Unmasked Estep 
Score: -36553412.000000 Penalty: 3099.456787
	Iteration 0F: 2 clusters Score -3.655341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -36398972.000000 Penalty: 6198.913574
	Iteration 0F: 3 clusters Score -3.639897e+07 nChanged 129656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -36476904.000000 Penalty: 6198.913574
	Iteration 1F: 3 clusters Score -3.64769e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -36479992.000000 Penalty: 6198.913574
	Iteration 2Q: 3 clusters Score -3.647999e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -36485292.000000 Penalty: 6198.913574
	Iteration 3Q: 3 clusters Score -3.648529e+07 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 104005 members 
Entering Unmasked Estep 
Score: -36491376.000000 Penalty: 6198.913574
	Iteration 4F: 3 clusters Score -3.649138e+07 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172410 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -36497312.000000 Penalty: 6198.913574
	Iteration 5F: 3 clusters Score -3.649731e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178659 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -36503812.000000 Penalty: 6198.913574
	Iteration 6F: 3 clusters Score -3.650381e+07 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181664 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -36510860.000000 Penalty: 6198.913574
	Iteration 7F: 3 clusters Score -3.651086e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180848 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
Score: -36518360.000000 Penalty: 6198.913574
	Iteration 8F: 3 clusters Score -3.651836e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -36523976.000000 Penalty: 6198.913574
	Iteration 9Q: 3 clusters Score -3.652398e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173210 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -36527008.000000 Penalty: 6198.913574
	Iteration 10Q: 3 clusters Score -3.652701e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -36529116.000000 Penalty: 6198.913574
	Iteration 11Q: 3 clusters Score -3.652912e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -36529708.000000 Penalty: 6198.913574
	Iteration 12Q: 3 clusters Score -3.652971e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160652 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -36530256.000000 Penalty: 6198.913574
	Iteration 13Q: 3 clusters Score -3.653026e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -36530536.000000 Penalty: 6198.913574
	Iteration 14Q: 3 clusters Score -3.653054e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -36531012.000000 Penalty: 6198.913574
	Iteration 15Q: 3 clusters Score -3.653101e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -36531324.000000 Penalty: 6198.913574
	Iteration 16Q: 3 clusters Score -3.653132e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -36531764.000000 Penalty: 6198.913574
	Iteration 17Q: 3 clusters Score -3.653176e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -36532424.000000 Penalty: 6198.913574
	Iteration 18Q: 3 clusters Score -3.653242e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138639 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -36533156.000000 Penalty: 6198.913574
	Iteration 19Q: 3 clusters Score -3.653316e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -36533620.000000 Penalty: 6198.913574
	Iteration 20F: 3 clusters Score -3.653362e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -36534200.000000 Penalty: 6198.913574
	Iteration 21Q: 3 clusters Score -3.65342e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -36535304.000000 Penalty: 6198.913574
	Iteration 22Q: 3 clusters Score -3.65353e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -36536332.000000 Penalty: 6198.913574
	Iteration 23Q: 3 clusters Score -3.653633e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 149479 members 
Entering Unmasked Estep 
Score: -36537644.000000 Penalty: 6198.913574
	Iteration 24Q: 3 clusters Score -3.653764e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -36539028.000000 Penalty: 6198.913574
	Iteration 25Q: 3 clusters Score -3.653903e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -36540780.000000 Penalty: 6198.913574
	Iteration 26Q: 3 clusters Score -3.654078e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -36543004.000000 Penalty: 6198.913574
	Iteration 27Q: 3 clusters Score -3.6543e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -36546032.000000 Penalty: 6198.913574
	Iteration 28Q: 3 clusters Score -3.654603e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -36548356.000000 Penalty: 6198.913574
	Iteration 29Q: 3 clusters Score -3.654836e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -36550528.000000 Penalty: 6198.913574
	Iteration 30Q: 3 clusters Score -3.655053e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 196008 members 
Entering Unmasked Estep 
Score: -36552256.000000 Penalty: 6198.913574
	Iteration 31Q: 3 clusters Score -3.655226e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 203340 members 
Entering Unmasked Estep 
Score: -36553208.000000 Penalty: 6198.913574
	Iteration 32Q: 3 clusters Score -3.655321e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 209359 members 
Entering Unmasked Estep 
Score: -36553448.000000 Penalty: 6198.913574
	Iteration 33Q: 3 clusters Score -3.655345e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 214203 members 
Entering Unmasked Estep 
Score: -36553864.000000 Penalty: 6198.913574
	Iteration 34Q: 3 clusters Score -3.655386e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 218109 members 
Entering Unmasked Estep 
Score: -36553920.000000 Penalty: 6198.913574
	Iteration 35Q: 3 clusters Score -3.655392e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 221336 members 
Entering Unmasked Estep 
Score: -36553884.000000 Penalty: 6198.913574
	Iteration 36Q: 3 clusters Score -3.655388e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 223966 members 
Entering Unmasked Estep 
Score: -36553728.000000 Penalty: 6198.913574
	Iteration 37Q: 3 clusters Score -3.655373e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 226215 members 
Entering Unmasked Estep 
Score: -36553428.000000 Penalty: 6198.913574
	Iteration 38Q: 3 clusters Score -3.655343e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 228068 members 
Entering Unmasked Estep 
Score: -36553184.000000 Penalty: 6198.913574
	Iteration 39Q: 3 clusters Score -3.655318e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 229685 members 
Entering Unmasked Estep 
Score: -36555652.000000 Penalty: 6198.913574
	Iteration 40F: 3 clusters Score -3.655565e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 233042 members 
Entering Unmasked Estep 
Score: -36555652.000000 Penalty: 6198.913574
	Iteration 41Q: 3 clusters Score -3.655565e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 235796 members 
Entering Unmasked Estep 
Score: -36555272.000000 Penalty: 6198.913574
	Iteration 42Q: 3 clusters Score -3.655527e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 238006 members 
Entering Unmasked Estep 
Score: -36555628.000000 Penalty: 6198.913574
	Iteration 43Q: 3 clusters Score -3.655563e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 239907 members 
Entering Unmasked Estep 
Score: -36556868.000000 Penalty: 6198.913574
	Iteration 44Q: 3 clusters Score -3.655687e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 241577 members 
Entering Unmasked Estep 
Score: -36557596.000000 Penalty: 6198.913574
	Iteration 45Q: 3 clusters Score -3.65576e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 243078 members 
Entering Unmasked Estep 
Score: -36558196.000000 Penalty: 6198.913574
	Iteration 46Q: 3 clusters Score -3.65582e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 244389 members 
Entering Unmasked Estep 
Score: -36558544.000000 Penalty: 6198.913574
	Iteration 47Q: 3 clusters Score -3.655854e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 245538 members 
Entering Unmasked Estep 
Score: -36558816.000000 Penalty: 6198.913574
	Iteration 48Q: 3 clusters Score -3.655882e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 246549 members 
Entering Unmasked Estep 
Score: -36558964.000000 Penalty: 6198.913574
	Iteration 49Q: 3 clusters Score -3.655896e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 247474 members 
Entering Unmasked Estep 
Score: -36558896.000000 Penalty: 6198.913574
	Iteration 50Q: 3 clusters Score -3.65589e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 248304 members 
Entering Unmasked Estep 
Score: -36559160.000000 Penalty: 6198.913574
	Iteration 51Q: 3 clusters Score -3.655916e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 249037 members 
Entering Unmasked Estep 
Score: -36559236.000000 Penalty: 6198.913574
	Iteration 52Q: 3 clusters Score -3.655924e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 249695 members 
Entering Unmasked Estep 
Score: -36559280.000000 Penalty: 6198.913574
	Iteration 53Q: 3 clusters Score -3.655928e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 250276 members 
Entering Unmasked Estep 
Score: -36559412.000000 Penalty: 6198.913574
	Iteration 54Q: 3 clusters Score -3.655941e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 250766 members 
Entering Unmasked Estep 
Score: -36559444.000000 Penalty: 6198.913574
	Iteration 55Q: 3 clusters Score -3.655944e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 251165 members 
Entering Unmasked Estep 
Score: -36559280.000000 Penalty: 6198.913574
	Iteration 56Q: 3 clusters Score -3.655928e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 251516 members 
Entering Unmasked Estep 
Score: -36559228.000000 Penalty: 6198.913574
	Iteration 57Q: 3 clusters Score -3.655923e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 251839 members 
Entering Unmasked Estep 
Score: -36559264.000000 Penalty: 6198.913574
	Iteration 58Q: 3 clusters Score -3.655926e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 252121 members 
Entering Unmasked Estep 
Score: -36559188.000000 Penalty: 6198.913574
	Iteration 59Q: 3 clusters Score -3.655919e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 252382 members 
Entering Unmasked Estep 
Score: -36559168.000000 Penalty: 6198.913574
	Iteration 60F: 3 clusters Score -3.655917e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 252614 members 
Entering Unmasked Estep 
Score: -36559248.000000 Penalty: 6198.913574
	Iteration 61Q: 3 clusters Score -3.655925e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 252834 members 
Entering Unmasked Estep 
Score: -36559204.000000 Penalty: 6198.913574
	Iteration 62Q: 3 clusters Score -3.65592e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 253014 members 
Entering Unmasked Estep 
Score: -36559236.000000 Penalty: 6198.913574
	Iteration 63Q: 3 clusters Score -3.655924e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 253190 members 
Entering Unmasked Estep 
Score: -36559276.000000 Penalty: 6198.913574
	Iteration 64Q: 3 clusters Score -3.655928e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 253358 members 
Entering Unmasked Estep 
Score: -36559224.000000 Penalty: 6198.913574
	Iteration 65Q: 3 clusters Score -3.655922e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 253498 members 
Entering Unmasked Estep 
Score: -36559300.000000 Penalty: 6198.913574
	Iteration 66Q: 3 clusters Score -3.65593e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 253621 members 
Entering Unmasked Estep 
Score: -36559296.000000 Penalty: 6198.913574
	Iteration 67Q: 3 clusters Score -3.65593e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 253723 members 
Entering Unmasked Estep 
Score: -36559308.000000 Penalty: 6198.913574
	Iteration 68Q: 3 clusters Score -3.655931e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 253796 members 
Entering Unmasked Estep 
Score: -36559316.000000 Penalty: 6198.913574
	Iteration 69Q: 3 clusters Score -3.655932e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 253856 members 
Entering Unmasked Estep 
Score: -36559312.000000 Penalty: 6198.913574
	Iteration 70Q: 3 clusters Score -3.655931e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 253919 members 
Entering Unmasked Estep 
Score: -36559344.000000 Penalty: 6198.913574
	Iteration 71Q: 3 clusters Score -3.655934e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 253973 members 
Entering Unmasked Estep 
Score: -36559324.000000 Penalty: 6198.913574
	Iteration 72Q: 3 clusters Score -3.655932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 254004 members 
Entering Unmasked Estep 
Score: -36559312.000000 Penalty: 6198.913574
	Iteration 73Q: 3 clusters Score -3.655931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 254033 members 
Entering Unmasked Estep 
Score: -36559316.000000 Penalty: 6198.913574
	Iteration 74Q: 3 clusters Score -3.655932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 254053 members 
Entering Unmasked Estep 
Score: -36559320.000000 Penalty: 6198.913574
	Iteration 75Q: 3 clusters Score -3.655932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 254086 members 
Entering Unmasked Estep 
Score: -36559292.000000 Penalty: 6198.913574
	Iteration 76Q: 3 clusters Score -3.655929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 254112 members 
Entering Unmasked Estep 
Score: -36559272.000000 Penalty: 6198.913574
	Iteration 77Q: 3 clusters Score -3.655927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 254133 members 
Entering Unmasked Estep 
Score: -36559296.000000 Penalty: 6198.913574
	Iteration 78Q: 3 clusters Score -3.65593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 254149 members 
Entering Unmasked Estep 
Score: -36559280.000000 Penalty: 6198.913574
	Iteration 79Q: 3 clusters Score -3.655928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 254161 members 
Entering Unmasked Estep 
Score: -36559268.000000 Penalty: 6198.913574
	Iteration 80F: 3 clusters Score -3.655927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 254175 members 
Entering Unmasked Estep 
Score: -36559264.000000 Penalty: 6198.913574
	Iteration 81Q: 3 clusters Score -3.655926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 254192 members 
Entering Unmasked Estep 
Score: -36559236.000000 Penalty: 6198.913574
	Iteration 82Q: 3 clusters Score -3.655924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 254210 members 
Entering Unmasked Estep 
Score: -36559248.000000 Penalty: 6198.913574
	Iteration 83Q: 3 clusters Score -3.655925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 254229 members 
Entering Unmasked Estep 
Score: -36559228.000000 Penalty: 6198.913574
	Iteration 84Q: 3 clusters Score -3.655923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 254247 members 
Entering Unmasked Estep 
Score: -36559228.000000 Penalty: 6198.913574
	Iteration 85Q: 3 clusters Score -3.655923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 254266 members 
Entering Unmasked Estep 
Score: -36559216.000000 Penalty: 6198.913574
	Iteration 86Q: 3 clusters Score -3.655922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 254281 members 
Entering Unmasked Estep 
Score: -36559220.000000 Penalty: 6198.913574
	Iteration 87Q: 3 clusters Score -3.655922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 254290 members 
Entering Unmasked Estep 
Score: -36559192.000000 Penalty: 6198.913574
	Iteration 88Q: 3 clusters Score -3.655919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 254300 members 
Entering Unmasked Estep 
Score: -36559200.000000 Penalty: 6198.913574
	Iteration 89Q: 3 clusters Score -3.65592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 254306 members 
Entering Unmasked Estep 
Score: -36559196.000000 Penalty: 6198.913574
	Iteration 90Q: 3 clusters Score -3.65592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 254310 members 
Entering Unmasked Estep 
Score: -36559192.000000 Penalty: 6198.913574
	Iteration 91Q: 3 clusters Score -3.655919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 254312 members 
Entering Unmasked Estep 
Score: -36559200.000000 Penalty: 6198.913574
	Iteration 92Q: 3 clusters Score -3.65592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 254316 members 
Entering Unmasked Estep 
Score: -36559176.000000 Penalty: 6198.913574
	Iteration 93Q: 3 clusters Score -3.655918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 254320 members 
Entering Unmasked Estep 
Score: -36559188.000000 Penalty: 6198.913574
	Iteration 94Q: 3 clusters Score -3.655919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 254324 members 
Entering Unmasked Estep 
Score: -36559176.000000 Penalty: 6198.913574
	Iteration 95Q: 3 clusters Score -3.655918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 254328 members 
Entering Unmasked Estep 
Score: -36559164.000000 Penalty: 6198.913574
	Iteration 96Q: 3 clusters Score -3.655916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 254332 members 
Entering Unmasked Estep 
Score: -36559172.000000 Penalty: 6198.913574
	Iteration 97Q: 3 clusters Score -3.655917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 254334 members 
Entering Unmasked Estep 
Score: -36559164.000000 Penalty: 6198.913574
	Iteration 98Q: 3 clusters Score -3.655916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 254336 members 
Entering Unmasked Estep 
Score: -36559152.000000 Penalty: 6198.913574
	Iteration 99Q: 3 clusters Score -3.655915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 254337 members 
Entering Unmasked Estep 
Score: -36559156.000000 Penalty: 6198.913574
	Iteration 100F: 3 clusters Score -3.655916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 114445 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 40981 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 89634 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 254337 members 
Entering Unmasked Estep 
Score: -134118552.000000 Penalty: 96006.398438
Splitting cluster 1 changes total score from -134114000.000000 to -134118552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (142232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Entering Unmasked Estep 
Score: -19379546.000000 Penalty: 2942.573242
	Iteration 0F: 2 clusters Score -1.937955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -19286798.000000 Penalty: 5885.146484
	Iteration 0F: 3 clusters Score -1.92868e+07 nChanged 67888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -19326262.000000 Penalty: 5885.146484
	Iteration 1F: 3 clusters Score -1.932626e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -19326950.000000 Penalty: 5885.146484
	Iteration 2Q: 3 clusters Score -1.932695e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -19327948.000000 Penalty: 5885.146484
	Iteration 3Q: 3 clusters Score -1.932795e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -19329486.000000 Penalty: 5885.146484
	Iteration 4Q: 3 clusters Score -1.932949e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -19331772.000000 Penalty: 5885.146484
	Iteration 5Q: 3 clusters Score -1.933177e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -19335032.000000 Penalty: 5885.146484
	Iteration 6F: 3 clusters Score -1.933503e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -19339588.000000 Penalty: 5885.146484
	Iteration 7F: 3 clusters Score -1.933959e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -19345850.000000 Penalty: 5885.146484
	Iteration 8F: 3 clusters Score -1.934585e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -19353326.000000 Penalty: 5885.146484
	Iteration 9F: 3 clusters Score -1.935333e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124314 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -19361400.000000 Penalty: 5885.146484
	Iteration 10F: 3 clusters Score -1.93614e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132755 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -19368720.000000 Penalty: 5885.146484
	Iteration 11F: 3 clusters Score -1.936872e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -19373592.000000 Penalty: 5885.146484
	Iteration 12Q: 3 clusters Score -1.937359e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19375860.000000 Penalty: 5885.146484
	Iteration 13Q: 3 clusters Score -1.937586e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19376568.000000 Penalty: 5885.146484
	Iteration 14Q: 3 clusters Score -1.937657e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141970 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19376746.000000 Penalty: 5885.146484
	Iteration 15Q: 3 clusters Score -1.937675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19376814.000000 Penalty: 5885.146484
	Iteration 16Q: 3 clusters Score -1.937681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19376852.000000 Penalty: 5885.146484
	Iteration 17Q: 3 clusters Score -1.937685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19376872.000000 Penalty: 5885.146484
	Iteration 18Q: 3 clusters Score -1.937687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19376882.000000 Penalty: 5885.146484
	Iteration 19Q: 3 clusters Score -1.937688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19376914.000000 Penalty: 5885.146484
	Iteration 20F: 3 clusters Score -1.937691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19376930.000000 Penalty: 5885.146484
	Iteration 21Q: 3 clusters Score -1.937693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19376952.000000 Penalty: 5885.146484
	Iteration 22Q: 3 clusters Score -1.937695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19376956.000000 Penalty: 5885.146484
	Iteration 23Q: 3 clusters Score -1.937696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19376948.000000 Penalty: 5885.146484
	Iteration 24Q: 3 clusters Score -1.937695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19376942.000000 Penalty: 5885.146484
	Iteration 25Q: 3 clusters Score -1.937694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19376942.000000 Penalty: 5885.146484
	Iteration 26F: 3 clusters Score -1.937694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -598958.187500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -598958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -594816.812500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -594816.8 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -595750.812500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -595750.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -595972.750000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -595972.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -596118.562500 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -596118.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -596256.437500 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -596256.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -596369.625000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -596369.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -596476.562500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -596476.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -596602.500000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -596602.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -596723.312500 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -596723.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -596822.687500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -596822.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -596902.437500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -596902.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -596971.000000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -596971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -597035.250000 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -597035.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -597080.187500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -597080.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -597111.375000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -597111.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -597135.500000 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -597135.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -597153.062500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -597153.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -597170.875000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -597170.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -597181.375000 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -597181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -597190.062500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -597190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -597195.500000 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -597195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -597200.437500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -597200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -597205.062500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -597205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -597207.312500 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -597207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -597208.062500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -597208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -597209.125000 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -597209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -597209.125000 Penalty: 4165.834473
	Iteration 26F: 3 clusters Score -597209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Entering Unmasked Estep 
Score: -4700326.500000 Penalty: 2607.306885
	Iteration 0F: 2 clusters Score -4700326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4675466.000000 Penalty: 5214.613770
	Iteration 0F: 3 clusters Score -4675466 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4684708.000000 Penalty: 5214.613770
	Iteration 1F: 3 clusters Score -4684708 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4685334.500000 Penalty: 5214.613770
	Iteration 2Q: 3 clusters Score -4685334 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4685977.500000 Penalty: 5214.613770
	Iteration 3Q: 3 clusters Score -4685978 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4686681.500000 Penalty: 5214.613770
	Iteration 4Q: 3 clusters Score -4686682 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4687367.500000 Penalty: 5214.613770
	Iteration 5Q: 3 clusters Score -4687368 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4688056.500000 Penalty: 5214.613770
	Iteration 6Q: 3 clusters Score -4688056 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4688688.000000 Penalty: 5214.613770
	Iteration 7Q: 3 clusters Score -4688688 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4689382.000000 Penalty: 5214.613770
	Iteration 8Q: 3 clusters Score -4689382 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -4690132.500000 Penalty: 5214.613770
	Iteration 9Q: 3 clusters Score -4690132 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4690986.000000 Penalty: 5214.613770
	Iteration 10Q: 3 clusters Score -4690986 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -4691863.000000 Penalty: 5214.613770
	Iteration 11Q: 3 clusters Score -4691863 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4692736.000000 Penalty: 5214.613770
	Iteration 12Q: 3 clusters Score -4692736 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4693640.000000 Penalty: 5214.613770
	Iteration 13Q: 3 clusters Score -4693640 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4694443.500000 Penalty: 5214.613770
	Iteration 14Q: 3 clusters Score -4694444 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4695196.500000 Penalty: 5214.613770
	Iteration 15Q: 3 clusters Score -4695196 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4695935.000000 Penalty: 5214.613770
	Iteration 16Q: 3 clusters Score -4695935 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4696609.000000 Penalty: 5214.613770
	Iteration 17Q: 3 clusters Score -4696609 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4697124.000000 Penalty: 5214.613770
	Iteration 18Q: 3 clusters Score -4697124 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4697547.500000 Penalty: 5214.613770
	Iteration 19Q: 3 clusters Score -4697548 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4697840.500000 Penalty: 5214.613770
	Iteration 20F: 3 clusters Score -4697840 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4698021.000000 Penalty: 5214.613770
	Iteration 21Q: 3 clusters Score -4698021 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4698137.000000 Penalty: 5214.613770
	Iteration 22Q: 3 clusters Score -4698137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4698195.000000 Penalty: 5214.613770
	Iteration 23Q: 3 clusters Score -4698195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4698243.500000 Penalty: 5214.613770
	Iteration 24Q: 3 clusters Score -4698244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4698302.500000 Penalty: 5214.613770
	Iteration 25Q: 3 clusters Score -4698302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4698317.000000 Penalty: 5214.613770
	Iteration 26Q: 3 clusters Score -4698317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4698328.000000 Penalty: 5214.613770
	Iteration 27Q: 3 clusters Score -4698328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4698347.000000 Penalty: 5214.613770
	Iteration 28Q: 3 clusters Score -4698347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4698345.500000 Penalty: 5214.613770
	Iteration 29Q: 3 clusters Score -4698346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4698346.000000 Penalty: 5214.613770
	Iteration 30Q: 3 clusters Score -4698346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4698359.000000 Penalty: 5214.613770
	Iteration 31Q: 3 clusters Score -4698359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4698375.000000 Penalty: 5214.613770
	Iteration 32Q: 3 clusters Score -4698375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4698381.500000 Penalty: 5214.613770
	Iteration 33Q: 3 clusters Score -4698382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -4698404.500000 Penalty: 5214.613770
	Iteration 34Q: 3 clusters Score -4698404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4698418.500000 Penalty: 5214.613770
	Iteration 35Q: 3 clusters Score -4698418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4698439.500000 Penalty: 5214.613770
	Iteration 36Q: 3 clusters Score -4698440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4698469.000000 Penalty: 5214.613770
	Iteration 37Q: 3 clusters Score -4698469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4698498.000000 Penalty: 5214.613770
	Iteration 38Q: 3 clusters Score -4698498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4698522.000000 Penalty: 5214.613770
	Iteration 39Q: 3 clusters Score -4698522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4698548.000000 Penalty: 5214.613770
	Iteration 40F: 3 clusters Score -4698548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4698570.000000 Penalty: 5214.613770
	Iteration 41Q: 3 clusters Score -4698570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4698583.500000 Penalty: 5214.613770
	Iteration 42Q: 3 clusters Score -4698584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4698592.000000 Penalty: 5214.613770
	Iteration 43Q: 3 clusters Score -4698592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4698605.500000 Penalty: 5214.613770
	Iteration 44Q: 3 clusters Score -4698606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4698623.000000 Penalty: 5214.613770
	Iteration 45Q: 3 clusters Score -4698623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4698633.000000 Penalty: 5214.613770
	Iteration 46Q: 3 clusters Score -4698633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4698641.000000 Penalty: 5214.613770
	Iteration 47Q: 3 clusters Score -4698641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4698651.500000 Penalty: 5214.613770
	Iteration 48Q: 3 clusters Score -4698652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4698658.000000 Penalty: 5214.613770
	Iteration 49Q: 3 clusters Score -4698658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4698653.500000 Penalty: 5214.613770
	Iteration 50Q: 3 clusters Score -4698654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4698658.500000 Penalty: 5214.613770
	Iteration 51Q: 3 clusters Score -4698658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4698660.000000 Penalty: 5214.613770
	Iteration 52Q: 3 clusters Score -4698660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4698658.500000 Penalty: 5214.613770
	Iteration 53Q: 3 clusters Score -4698658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4698658.500000 Penalty: 5214.613770
	Iteration 54Q: 3 clusters Score -4698658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4698657.500000 Penalty: 5214.613770
	Iteration 55Q: 3 clusters Score -4698658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4698656.000000 Penalty: 5214.613770
	Iteration 56Q: 3 clusters Score -4698656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4698662.000000 Penalty: 5214.613770
	Iteration 57Q: 3 clusters Score -4698662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4698669.000000 Penalty: 5214.613770
	Iteration 58Q: 3 clusters Score -4698669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4698669.000000 Penalty: 5214.613770
	Iteration 59Q: 3 clusters Score -4698669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4698670.000000 Penalty: 5214.613770
	Iteration 60F: 3 clusters Score -4698670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4698669.000000 Penalty: 5214.613770
	Iteration 61Q: 3 clusters Score -4698669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4698669.000000 Penalty: 5214.613770
	Iteration 62Q: 3 clusters Score -4698669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4698672.500000 Penalty: 5214.613770
	Iteration 63Q: 3 clusters Score -4698672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4698674.000000 Penalty: 5214.613770
	Iteration 64Q: 3 clusters Score -4698674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4698674.000000 Penalty: 5214.613770
	Iteration 65F: 3 clusters Score -4698674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -279600.875000 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -279600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276963.875000 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -276963.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -278707.562500 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -278707.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279924.406250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -279924.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -280554.218750 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -280554.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280900.875000 Penalty: 3844.304932
	Iteration 4F: 3 clusters Score -280900.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281287.875000 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -281287.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -281841.968750 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -281842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -282151.312500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -282151.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282579.812500 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -282579.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282826.531250 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -282826.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282988.968750 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -282989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -283363.312500 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -283363.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -284021.656250 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -284021.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284465.312500 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -284465.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -284803.000000 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -284803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284888.187500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -284888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284907.468750 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -284907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -284914.406250 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -284914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -284916.812500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -284916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -284977.125000 Penalty: 3844.304932
	Iteration 19F: 3 clusters Score -284977.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285132.875000 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -285132.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -285643.312500 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -285643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286308.500000 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -286308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -286321.843750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -286321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -286321.843750 Penalty: 3844.304932
	Iteration 24F: 3 clusters Score -286321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 114445 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 40981 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 89634 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 254337 members 
Mstep: Class 29 contains 1261 members 
Entering Unmasked Estep 
Score: -134123752.000000 Penalty: 99435.203125
Splitting cluster 5 changes total score from -134114000.000000 to -134123752.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (17404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Entering Unmasked Estep 
Score: -2408095.250000 Penalty: 2421.584961
	Iteration 0F: 2 clusters Score -2408095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2395681.000000 Penalty: 4843.169922
	Iteration 0F: 3 clusters Score -2395681 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2399772.750000 Penalty: 4843.169922
	Iteration 1F: 3 clusters Score -2399773 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2400117.750000 Penalty: 4843.169922
	Iteration 2F: 3 clusters Score -2400118 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2400414.750000 Penalty: 4843.169922
	Iteration 3Q: 3 clusters Score -2400415 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2400688.750000 Penalty: 4843.169922
	Iteration 4Q: 3 clusters Score -2400689 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2400979.750000 Penalty: 4843.169922
	Iteration 5Q: 3 clusters Score -2400980 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2401264.000000 Penalty: 4843.169922
	Iteration 6Q: 3 clusters Score -2401264 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2401590.750000 Penalty: 4843.169922
	Iteration 7Q: 3 clusters Score -2401591 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2401962.500000 Penalty: 4843.169922
	Iteration 8Q: 3 clusters Score -2401962 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2402379.000000 Penalty: 4843.169922
	Iteration 9Q: 3 clusters Score -2402379 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2402833.250000 Penalty: 4843.169922
	Iteration 10Q: 3 clusters Score -2402833 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2403275.250000 Penalty: 4843.169922
	Iteration 11Q: 3 clusters Score -2403275 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2403717.000000 Penalty: 4843.169922
	Iteration 12Q: 3 clusters Score -2403717 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2404093.000000 Penalty: 4843.169922
	Iteration 13Q: 3 clusters Score -2404093 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2404398.250000 Penalty: 4843.169922
	Iteration 14Q: 3 clusters Score -2404398 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2404665.250000 Penalty: 4843.169922
	Iteration 15Q: 3 clusters Score -2404665 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2404898.000000 Penalty: 4843.169922
	Iteration 16Q: 3 clusters Score -2404898 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2405067.500000 Penalty: 4843.169922
	Iteration 17Q: 3 clusters Score -2405068 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2405208.500000 Penalty: 4843.169922
	Iteration 18Q: 3 clusters Score -2405208 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2405334.250000 Penalty: 4843.169922
	Iteration 19Q: 3 clusters Score -2405334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2405444.750000 Penalty: 4843.169922
	Iteration 20F: 3 clusters Score -2405445 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2405542.750000 Penalty: 4843.169922
	Iteration 21Q: 3 clusters Score -2405543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2405624.500000 Penalty: 4843.169922
	Iteration 22Q: 3 clusters Score -2405624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2405682.250000 Penalty: 4843.169922
	Iteration 23Q: 3 clusters Score -2405682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2405727.500000 Penalty: 4843.169922
	Iteration 24Q: 3 clusters Score -2405728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2405763.500000 Penalty: 4843.169922
	Iteration 25Q: 3 clusters Score -2405764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2405802.500000 Penalty: 4843.169922
	Iteration 26Q: 3 clusters Score -2405802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2405834.500000 Penalty: 4843.169922
	Iteration 27Q: 3 clusters Score -2405834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2405868.750000 Penalty: 4843.169922
	Iteration 28Q: 3 clusters Score -2405869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2405891.750000 Penalty: 4843.169922
	Iteration 29Q: 3 clusters Score -2405892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2405906.500000 Penalty: 4843.169922
	Iteration 30Q: 3 clusters Score -2405906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2405931.250000 Penalty: 4843.169922
	Iteration 31Q: 3 clusters Score -2405931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2405941.250000 Penalty: 4843.169922
	Iteration 32Q: 3 clusters Score -2405941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2405954.750000 Penalty: 4843.169922
	Iteration 33Q: 3 clusters Score -2405955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2405967.750000 Penalty: 4843.169922
	Iteration 34Q: 3 clusters Score -2405968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2405977.250000 Penalty: 4843.169922
	Iteration 35Q: 3 clusters Score -2405977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2405984.000000 Penalty: 4843.169922
	Iteration 36Q: 3 clusters Score -2405984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2405990.000000 Penalty: 4843.169922
	Iteration 37Q: 3 clusters Score -2405990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2405997.500000 Penalty: 4843.169922
	Iteration 38Q: 3 clusters Score -2405998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2405999.000000 Penalty: 4843.169922
	Iteration 39Q: 3 clusters Score -2405999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2406002.000000 Penalty: 4843.169922
	Iteration 40F: 3 clusters Score -2406002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2406012.000000 Penalty: 4843.169922
	Iteration 41Q: 3 clusters Score -2406012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2406016.000000 Penalty: 4843.169922
	Iteration 42Q: 3 clusters Score -2406016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2406020.500000 Penalty: 4843.169922
	Iteration 43Q: 3 clusters Score -2406020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2406024.000000 Penalty: 4843.169922
	Iteration 44Q: 3 clusters Score -2406024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2406030.500000 Penalty: 4843.169922
	Iteration 45Q: 3 clusters Score -2406030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2406037.000000 Penalty: 4843.169922
	Iteration 46Q: 3 clusters Score -2406037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2406042.000000 Penalty: 4843.169922
	Iteration 47Q: 3 clusters Score -2406042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2406045.000000 Penalty: 4843.169922
	Iteration 48Q: 3 clusters Score -2406045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2406045.750000 Penalty: 4843.169922
	Iteration 49Q: 3 clusters Score -2406046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2406044.000000 Penalty: 4843.169922
	Iteration 50Q: 3 clusters Score -2406044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2406044.500000 Penalty: 4843.169922
	Iteration 51Q: 3 clusters Score -2406044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2406046.250000 Penalty: 4843.169922
	Iteration 52Q: 3 clusters Score -2406046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2406048.250000 Penalty: 4843.169922
	Iteration 53Q: 3 clusters Score -2406048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2406050.000000 Penalty: 4843.169922
	Iteration 54Q: 3 clusters Score -2406050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2406048.500000 Penalty: 4843.169922
	Iteration 55Q: 3 clusters Score -2406048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2406050.500000 Penalty: 4843.169922
	Iteration 56Q: 3 clusters Score -2406050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2406052.500000 Penalty: 4843.169922
	Iteration 57Q: 3 clusters Score -2406052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2406052.000000 Penalty: 4843.169922
	Iteration 58Q: 3 clusters Score -2406052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2406052.000000 Penalty: 4843.169922
	Iteration 59F: 3 clusters Score -2406052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -1067887.625000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -1067888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1061394.500000 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -1061394 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1063147.750000 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -1063148 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1063413.500000 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -1063414 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1063600.250000 Penalty: 4474.413086
	Iteration 3Q: 3 clusters Score -1063600 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1063779.000000 Penalty: 4474.413086
	Iteration 4Q: 3 clusters Score -1063779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1063950.875000 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -1063951 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1064134.625000 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -1064135 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1064333.000000 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -1064333 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1064571.250000 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -1064571 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1064833.125000 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -1064833 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1065080.875000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -1065081 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1065305.000000 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -1065305 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1065493.750000 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -1065494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1065657.000000 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -1065657 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1065771.625000 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -1065772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1065854.750000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -1065855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1065902.125000 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -1065902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1065943.000000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -1065943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1065974.000000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -1065974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1065993.375000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -1065993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1066005.250000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -1066005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1066013.375000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -1066013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1066017.125000 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -1066017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1066021.375000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -1066021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1066023.750000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -1066024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1066026.000000 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -1066026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1066028.625000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -1066029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1066029.125000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -1066029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1066029.125000 Penalty: 4474.413086
	Iteration 28F: 3 clusters Score -1066029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -1168494.875000 Penalty: 2247.106201
	Iteration 0F: 2 clusters Score -1168495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1161563.250000 Penalty: 4494.212402
	Iteration 0F: 3 clusters Score -1161563 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1163523.875000 Penalty: 4494.212402
	Iteration 1F: 3 clusters Score -1163524 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1163781.625000 Penalty: 4494.212402
	Iteration 2F: 3 clusters Score -1163782 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1163981.000000 Penalty: 4494.212402
	Iteration 3F: 3 clusters Score -1163981 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1164113.750000 Penalty: 4494.212402
	Iteration 4Q: 3 clusters Score -1164114 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1164214.875000 Penalty: 4494.212402
	Iteration 5Q: 3 clusters Score -1164215 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1164310.375000 Penalty: 4494.212402
	Iteration 6Q: 3 clusters Score -1164310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1164410.125000 Penalty: 4494.212402
	Iteration 7Q: 3 clusters Score -1164410 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1164512.375000 Penalty: 4494.212402
	Iteration 8Q: 3 clusters Score -1164512 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1164598.875000 Penalty: 4494.212402
	Iteration 9Q: 3 clusters Score -1164599 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1164671.750000 Penalty: 4494.212402
	Iteration 10Q: 3 clusters Score -1164672 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1164757.250000 Penalty: 4494.212402
	Iteration 11Q: 3 clusters Score -1164757 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1164843.125000 Penalty: 4494.212402
	Iteration 12Q: 3 clusters Score -1164843 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1164925.875000 Penalty: 4494.212402
	Iteration 13Q: 3 clusters Score -1164926 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1165010.000000 Penalty: 4494.212402
	Iteration 14Q: 3 clusters Score -1165010 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1165112.625000 Penalty: 4494.212402
	Iteration 15Q: 3 clusters Score -1165113 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1165251.875000 Penalty: 4494.212402
	Iteration 16Q: 3 clusters Score -1165252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1165395.625000 Penalty: 4494.212402
	Iteration 17Q: 3 clusters Score -1165396 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1165544.625000 Penalty: 4494.212402
	Iteration 18Q: 3 clusters Score -1165545 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1165703.375000 Penalty: 4494.212402
	Iteration 19Q: 3 clusters Score -1165703 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1165842.250000 Penalty: 4494.212402
	Iteration 20F: 3 clusters Score -1165842 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1165971.250000 Penalty: 4494.212402
	Iteration 21Q: 3 clusters Score -1165971 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1166071.125000 Penalty: 4494.212402
	Iteration 22Q: 3 clusters Score -1166071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1166144.500000 Penalty: 4494.212402
	Iteration 23Q: 3 clusters Score -1166144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1166205.625000 Penalty: 4494.212402
	Iteration 24Q: 3 clusters Score -1166206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1166263.125000 Penalty: 4494.212402
	Iteration 25Q: 3 clusters Score -1166263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1166308.750000 Penalty: 4494.212402
	Iteration 26Q: 3 clusters Score -1166309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1166356.375000 Penalty: 4494.212402
	Iteration 27Q: 3 clusters Score -1166356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1166395.375000 Penalty: 4494.212402
	Iteration 28Q: 3 clusters Score -1166395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1166429.875000 Penalty: 4494.212402
	Iteration 29Q: 3 clusters Score -1166430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1166460.375000 Penalty: 4494.212402
	Iteration 30Q: 3 clusters Score -1166460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1166483.000000 Penalty: 4494.212402
	Iteration 31Q: 3 clusters Score -1166483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1166496.250000 Penalty: 4494.212402
	Iteration 32Q: 3 clusters Score -1166496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1166510.125000 Penalty: 4494.212402
	Iteration 33Q: 3 clusters Score -1166510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1166523.250000 Penalty: 4494.212402
	Iteration 34Q: 3 clusters Score -1166523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1166533.875000 Penalty: 4494.212402
	Iteration 35Q: 3 clusters Score -1166534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1166541.375000 Penalty: 4494.212402
	Iteration 36Q: 3 clusters Score -1166541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1166551.750000 Penalty: 4494.212402
	Iteration 37Q: 3 clusters Score -1166552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1166563.875000 Penalty: 4494.212402
	Iteration 38Q: 3 clusters Score -1166564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1166566.750000 Penalty: 4494.212402
	Iteration 39Q: 3 clusters Score -1166567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1166571.000000 Penalty: 4494.212402
	Iteration 40F: 3 clusters Score -1166571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1166572.125000 Penalty: 4494.212402
	Iteration 41Q: 3 clusters Score -1166572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1166576.250000 Penalty: 4494.212402
	Iteration 42Q: 3 clusters Score -1166576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1166580.000000 Penalty: 4494.212402
	Iteration 43Q: 3 clusters Score -1166580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1166583.625000 Penalty: 4494.212402
	Iteration 44Q: 3 clusters Score -1166584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1166587.500000 Penalty: 4494.212402
	Iteration 45Q: 3 clusters Score -1166588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1166588.750000 Penalty: 4494.212402
	Iteration 46Q: 3 clusters Score -1166589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1166588.750000 Penalty: 4494.212402
	Iteration 47F: 3 clusters Score -1166589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -826380.312500 Penalty: 2175.338379
	Iteration 0F: 2 clusters Score -826380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -820913.625000 Penalty: 4350.676758
	Iteration 0F: 3 clusters Score -820913.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -822252.875000 Penalty: 4350.676758
	Iteration 1F: 3 clusters Score -822252.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -822461.500000 Penalty: 4350.676758
	Iteration 2F: 3 clusters Score -822461.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -822625.125000 Penalty: 4350.676758
	Iteration 3F: 3 clusters Score -822625.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -822747.437500 Penalty: 4350.676758
	Iteration 4Q: 3 clusters Score -822747.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -822849.000000 Penalty: 4350.676758
	Iteration 5Q: 3 clusters Score -822849 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -822934.187500 Penalty: 4350.676758
	Iteration 6Q: 3 clusters Score -822934.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -823002.750000 Penalty: 4350.676758
	Iteration 7Q: 3 clusters Score -823002.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -823072.187500 Penalty: 4350.676758
	Iteration 8Q: 3 clusters Score -823072.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -823144.937500 Penalty: 4350.676758
	Iteration 9Q: 3 clusters Score -823144.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -823200.125000 Penalty: 4350.676758
	Iteration 10Q: 3 clusters Score -823200.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -823254.562500 Penalty: 4350.676758
	Iteration 11Q: 3 clusters Score -823254.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -823309.437500 Penalty: 4350.676758
	Iteration 12Q: 3 clusters Score -823309.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -823355.000000 Penalty: 4350.676758
	Iteration 13Q: 3 clusters Score -823355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -823394.187500 Penalty: 4350.676758
	Iteration 14Q: 3 clusters Score -823394.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -823435.812500 Penalty: 4350.676758
	Iteration 15Q: 3 clusters Score -823435.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -823482.687500 Penalty: 4350.676758
	Iteration 16Q: 3 clusters Score -823482.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -823525.000000 Penalty: 4350.676758
	Iteration 17Q: 3 clusters Score -823525 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -823571.375000 Penalty: 4350.676758
	Iteration 18Q: 3 clusters Score -823571.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -823618.750000 Penalty: 4350.676758
	Iteration 19Q: 3 clusters Score -823618.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -823669.562500 Penalty: 4350.676758
	Iteration 20F: 3 clusters Score -823669.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -823711.375000 Penalty: 4350.676758
	Iteration 21Q: 3 clusters Score -823711.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -823750.687500 Penalty: 4350.676758
	Iteration 22Q: 3 clusters Score -823750.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -823795.312500 Penalty: 4350.676758
	Iteration 23Q: 3 clusters Score -823795.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -823845.812500 Penalty: 4350.676758
	Iteration 24Q: 3 clusters Score -823845.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -823902.875000 Penalty: 4350.676758
	Iteration 25Q: 3 clusters Score -823902.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -823952.375000 Penalty: 4350.676758
	Iteration 26Q: 3 clusters Score -823952.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -824009.500000 Penalty: 4350.676758
	Iteration 27Q: 3 clusters Score -824009.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -824054.062500 Penalty: 4350.676758
	Iteration 28Q: 3 clusters Score -824054.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -824092.062500 Penalty: 4350.676758
	Iteration 29Q: 3 clusters Score -824092.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -824121.625000 Penalty: 4350.676758
	Iteration 30Q: 3 clusters Score -824121.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -824160.750000 Penalty: 4350.676758
	Iteration 31Q: 3 clusters Score -824160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -824193.250000 Penalty: 4350.676758
	Iteration 32Q: 3 clusters Score -824193.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -824223.187500 Penalty: 4350.676758
	Iteration 33Q: 3 clusters Score -824223.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -824247.000000 Penalty: 4350.676758
	Iteration 34Q: 3 clusters Score -824247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -824279.687500 Penalty: 4350.676758
	Iteration 35Q: 3 clusters Score -824279.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -824304.750000 Penalty: 4350.676758
	Iteration 36Q: 3 clusters Score -824304.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -824323.125000 Penalty: 4350.676758
	Iteration 37Q: 3 clusters Score -824323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -824338.375000 Penalty: 4350.676758
	Iteration 38Q: 3 clusters Score -824338.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -824347.812500 Penalty: 4350.676758
	Iteration 39Q: 3 clusters Score -824347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -824351.062500 Penalty: 4350.676758
	Iteration 40F: 3 clusters Score -824351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -824361.125000 Penalty: 4350.676758
	Iteration 41Q: 3 clusters Score -824361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -824369.562500 Penalty: 4350.676758
	Iteration 42Q: 3 clusters Score -824369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -824378.062500 Penalty: 4350.676758
	Iteration 43Q: 3 clusters Score -824378.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -824386.437500 Penalty: 4350.676758
	Iteration 44Q: 3 clusters Score -824386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -824394.062500 Penalty: 4350.676758
	Iteration 45Q: 3 clusters Score -824394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -824399.625000 Penalty: 4350.676758
	Iteration 46Q: 3 clusters Score -824399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -824405.125000 Penalty: 4350.676758
	Iteration 47Q: 3 clusters Score -824405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -824412.000000 Penalty: 4350.676758
	Iteration 48Q: 3 clusters Score -824412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -824422.812500 Penalty: 4350.676758
	Iteration 49Q: 3 clusters Score -824422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -824428.062500 Penalty: 4350.676758
	Iteration 50Q: 3 clusters Score -824428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -824436.062500 Penalty: 4350.676758
	Iteration 51Q: 3 clusters Score -824436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -824445.625000 Penalty: 4350.676758
	Iteration 52Q: 3 clusters Score -824445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -824449.750000 Penalty: 4350.676758
	Iteration 53Q: 3 clusters Score -824449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -824452.187500 Penalty: 4350.676758
	Iteration 54Q: 3 clusters Score -824452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -824458.312500 Penalty: 4350.676758
	Iteration 55Q: 3 clusters Score -824458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -824461.625000 Penalty: 4350.676758
	Iteration 56Q: 3 clusters Score -824461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -824463.937500 Penalty: 4350.676758
	Iteration 57Q: 3 clusters Score -824463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -824468.875000 Penalty: 4350.676758
	Iteration 58Q: 3 clusters Score -824468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -824471.937500 Penalty: 4350.676758
	Iteration 59Q: 3 clusters Score -824471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -824473.937500 Penalty: 4350.676758
	Iteration 60F: 3 clusters Score -824473.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -215659.515625 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -215659.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -213489.515625 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -213489.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -215759.468750 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -215759.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -218080.796875 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -218080.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -220268.875000 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -220268.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -221313.484375 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -221313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -221340.546875 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -221340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -221356.718750 Penalty: 3700.973633
	Iteration 6F: 3 clusters Score -221356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -221378.625000 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -221378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -221378.625000 Penalty: 3700.973633
	Iteration 8F: 3 clusters Score -221378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 114445 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 40981 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 89634 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 254337 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 542 members 
Entering Unmasked Estep 
Score: -134127608.000000 Penalty: 102864.000000
Splitting cluster 10 changes total score from -134114000.000000 to -134127608.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -680175.750000 Penalty: 2134.090576
	Iteration 0F: 2 clusters Score -680175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -675525.187500 Penalty: 4268.181152
	Iteration 0F: 3 clusters Score -675525.2 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -677190.250000 Penalty: 4268.181152
	Iteration 1F: 3 clusters Score -677190.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -677614.500000 Penalty: 4268.181152
	Iteration 2F: 3 clusters Score -677614.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -677871.437500 Penalty: 4268.181152
	Iteration 3F: 3 clusters Score -677871.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -678036.875000 Penalty: 4268.181152
	Iteration 4Q: 3 clusters Score -678036.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -678158.250000 Penalty: 4268.181152
	Iteration 5Q: 3 clusters Score -678158.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -678265.937500 Penalty: 4268.181152
	Iteration 6Q: 3 clusters Score -678265.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -678360.875000 Penalty: 4268.181152
	Iteration 7Q: 3 clusters Score -678360.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -678436.062500 Penalty: 4268.181152
	Iteration 8Q: 3 clusters Score -678436.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -678498.812500 Penalty: 4268.181152
	Iteration 9Q: 3 clusters Score -678498.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -678557.000000 Penalty: 4268.181152
	Iteration 10Q: 3 clusters Score -678557 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -678608.000000 Penalty: 4268.181152
	Iteration 11Q: 3 clusters Score -678608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -678642.062500 Penalty: 4268.181152
	Iteration 12Q: 3 clusters Score -678642.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -678673.687500 Penalty: 4268.181152
	Iteration 13Q: 3 clusters Score -678673.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -678705.562500 Penalty: 4268.181152
	Iteration 14Q: 3 clusters Score -678705.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -678741.562500 Penalty: 4268.181152
	Iteration 15Q: 3 clusters Score -678741.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -678791.750000 Penalty: 4268.181152
	Iteration 16Q: 3 clusters Score -678791.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -678834.000000 Penalty: 4268.181152
	Iteration 17Q: 3 clusters Score -678834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -678905.687500 Penalty: 4268.181152
	Iteration 18Q: 3 clusters Score -678905.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -678992.875000 Penalty: 4268.181152
	Iteration 19Q: 3 clusters Score -678992.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -679072.687500 Penalty: 4268.181152
	Iteration 20F: 3 clusters Score -679072.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -679156.312500 Penalty: 4268.181152
	Iteration 21Q: 3 clusters Score -679156.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -679228.375000 Penalty: 4268.181152
	Iteration 22Q: 3 clusters Score -679228.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -679293.812500 Penalty: 4268.181152
	Iteration 23Q: 3 clusters Score -679293.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -679351.437500 Penalty: 4268.181152
	Iteration 24Q: 3 clusters Score -679351.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -679404.312500 Penalty: 4268.181152
	Iteration 25Q: 3 clusters Score -679404.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -679430.562500 Penalty: 4268.181152
	Iteration 26Q: 3 clusters Score -679430.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -679443.375000 Penalty: 4268.181152
	Iteration 27Q: 3 clusters Score -679443.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -679449.937500 Penalty: 4268.181152
	Iteration 28Q: 3 clusters Score -679449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -679458.187500 Penalty: 4268.181152
	Iteration 29Q: 3 clusters Score -679458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -679463.250000 Penalty: 4268.181152
	Iteration 30Q: 3 clusters Score -679463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -679469.625000 Penalty: 4268.181152
	Iteration 31Q: 3 clusters Score -679469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -679473.687500 Penalty: 4268.181152
	Iteration 32Q: 3 clusters Score -679473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -679478.500000 Penalty: 4268.181152
	Iteration 33Q: 3 clusters Score -679478.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -679482.500000 Penalty: 4268.181152
	Iteration 34Q: 3 clusters Score -679482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -679485.875000 Penalty: 4268.181152
	Iteration 35Q: 3 clusters Score -679485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -679488.875000 Penalty: 4268.181152
	Iteration 36Q: 3 clusters Score -679488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -679491.375000 Penalty: 4268.181152
	Iteration 37Q: 3 clusters Score -679491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -679492.562500 Penalty: 4268.181152
	Iteration 38Q: 3 clusters Score -679492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -679494.187500 Penalty: 4268.181152
	Iteration 39Q: 3 clusters Score -679494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -679494.625000 Penalty: 4268.181152
	Iteration 40F: 3 clusters Score -679494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -679497.000000 Penalty: 4268.181152
	Iteration 41Q: 3 clusters Score -679497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -679496.625000 Penalty: 4268.181152
	Iteration 42Q: 3 clusters Score -679496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -679497.250000 Penalty: 4268.181152
	Iteration 43Q: 3 clusters Score -679497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -679498.000000 Penalty: 4268.181152
	Iteration 44Q: 3 clusters Score -679498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -679500.750000 Penalty: 4268.181152
	Iteration 45Q: 3 clusters Score -679500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -679501.437500 Penalty: 4268.181152
	Iteration 46Q: 3 clusters Score -679501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -679502.625000 Penalty: 4268.181152
	Iteration 47Q: 3 clusters Score -679502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -679504.312500 Penalty: 4268.181152
	Iteration 48Q: 3 clusters Score -679504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -679505.875000 Penalty: 4268.181152
	Iteration 49Q: 3 clusters Score -679505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -679506.250000 Penalty: 4268.181152
	Iteration 50Q: 3 clusters Score -679506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -679506.250000 Penalty: 4268.181152
	Iteration 51F: 3 clusters Score -679506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114445 members 
Entering Unmasked Estep 
Score: -15433841.000000 Penalty: 2888.666748
	Iteration 0F: 2 clusters Score -1.543384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -15357533.000000 Penalty: 5777.333496
	Iteration 0F: 3 clusters Score -1.535753e+07 nChanged 54157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -15388337.000000 Penalty: 5777.333496
	Iteration 1F: 3 clusters Score -1.538834e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -15389075.000000 Penalty: 5777.333496
	Iteration 2Q: 3 clusters Score -1.538908e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -15389814.000000 Penalty: 5777.333496
	Iteration 3Q: 3 clusters Score -1.538981e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -15390780.000000 Penalty: 5777.333496
	Iteration 4Q: 3 clusters Score -1.539078e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -15391905.000000 Penalty: 5777.333496
	Iteration 5Q: 3 clusters Score -1.53919e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -15393833.000000 Penalty: 5777.333496
	Iteration 6Q: 3 clusters Score -1.539383e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -15397103.000000 Penalty: 5777.333496
	Iteration 7F: 3 clusters Score -1.53971e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -15402717.000000 Penalty: 5777.333496
	Iteration 8F: 3 clusters Score -1.540272e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -15410184.000000 Penalty: 5777.333496
	Iteration 9F: 3 clusters Score -1.541018e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -15418766.000000 Penalty: 5777.333496
	Iteration 10F: 3 clusters Score -1.541877e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -15425556.000000 Penalty: 5777.333496
	Iteration 11F: 3 clusters Score -1.542556e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -15429093.000000 Penalty: 5777.333496
	Iteration 12Q: 3 clusters Score -1.542909e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -15430367.000000 Penalty: 5777.333496
	Iteration 13Q: 3 clusters Score -1.543037e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -15430839.000000 Penalty: 5777.333496
	Iteration 14Q: 3 clusters Score -1.543084e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
Score: -15431004.000000 Penalty: 5777.333496
	Iteration 15Q: 3 clusters Score -1.5431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -15431082.000000 Penalty: 5777.333496
	Iteration 16Q: 3 clusters Score -1.543108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -15431145.000000 Penalty: 5777.333496
	Iteration 17Q: 3 clusters Score -1.543114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -15431169.000000 Penalty: 5777.333496
	Iteration 18Q: 3 clusters Score -1.543117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -15431184.000000 Penalty: 5777.333496
	Iteration 19Q: 3 clusters Score -1.543118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -15431184.000000 Penalty: 5777.333496
	Iteration 20F: 3 clusters Score -1.543118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -15431184.000000 Penalty: 5777.333496
	Iteration 21Q: 3 clusters Score -1.543118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -15431189.000000 Penalty: 5777.333496
	Iteration 22Q: 3 clusters Score -1.543119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -15431186.000000 Penalty: 5777.333496
	Iteration 23Q: 3 clusters Score -1.543119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -15431190.000000 Penalty: 5777.333496
	Iteration 24Q: 3 clusters Score -1.543119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -15431190.000000 Penalty: 5777.333496
	Iteration 25F: 3 clusters Score -1.543119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Entering Unmasked Estep 
Score: -13864907.000000 Penalty: 2861.017090
	Iteration 0F: 2 clusters Score -1.386491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -13796494.000000 Penalty: 5722.034180
	Iteration 0F: 3 clusters Score -1.379649e+07 nChanged 48346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -13824143.000000 Penalty: 5722.034180
	Iteration 1F: 3 clusters Score -1.382414e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -13825075.000000 Penalty: 5722.034180
	Iteration 2Q: 3 clusters Score -1.382508e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -13826636.000000 Penalty: 5722.034180
	Iteration 3Q: 3 clusters Score -1.382664e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -13828712.000000 Penalty: 5722.034180
	Iteration 4Q: 3 clusters Score -1.382871e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -13831106.000000 Penalty: 5722.034180
	Iteration 5Q: 3 clusters Score -1.383111e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -13834162.000000 Penalty: 5722.034180
	Iteration 6Q: 3 clusters Score -1.383416e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -13837262.000000 Penalty: 5722.034180
	Iteration 7F: 3 clusters Score -1.383726e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -13841161.000000 Penalty: 5722.034180
	Iteration 8F: 3 clusters Score -1.384116e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -13845569.000000 Penalty: 5722.034180
	Iteration 9F: 3 clusters Score -1.384557e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -13849891.000000 Penalty: 5722.034180
	Iteration 10F: 3 clusters Score -1.384989e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -13853970.000000 Penalty: 5722.034180
	Iteration 11Q: 3 clusters Score -1.385397e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -13857108.000000 Penalty: 5722.034180
	Iteration 12Q: 3 clusters Score -1.385711e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -13859103.000000 Penalty: 5722.034180
	Iteration 13Q: 3 clusters Score -1.38591e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -13860477.000000 Penalty: 5722.034180
	Iteration 14Q: 3 clusters Score -1.386048e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -13861144.000000 Penalty: 5722.034180
	Iteration 15Q: 3 clusters Score -1.386114e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -13861563.000000 Penalty: 5722.034180
	Iteration 16Q: 3 clusters Score -1.386156e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -13861917.000000 Penalty: 5722.034180
	Iteration 17Q: 3 clusters Score -1.386192e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -13862133.000000 Penalty: 5722.034180
	Iteration 18Q: 3 clusters Score -1.386213e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -13862244.000000 Penalty: 5722.034180
	Iteration 19Q: 3 clusters Score -1.386224e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -13862301.000000 Penalty: 5722.034180
	Iteration 20F: 3 clusters Score -1.38623e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -13862348.000000 Penalty: 5722.034180
	Iteration 21Q: 3 clusters Score -1.386235e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -13862362.000000 Penalty: 5722.034180
	Iteration 22Q: 3 clusters Score -1.386236e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -13862408.000000 Penalty: 5722.034180
	Iteration 23Q: 3 clusters Score -1.386241e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -13862472.000000 Penalty: 5722.034180
	Iteration 24Q: 3 clusters Score -1.386247e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -13862493.000000 Penalty: 5722.034180
	Iteration 25Q: 3 clusters Score -1.386249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -13862510.000000 Penalty: 5722.034180
	Iteration 26Q: 3 clusters Score -1.386251e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -13862521.000000 Penalty: 5722.034180
	Iteration 27Q: 3 clusters Score -1.386252e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -13862557.000000 Penalty: 5722.034180
	Iteration 28Q: 3 clusters Score -1.386256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -13862596.000000 Penalty: 5722.034180
	Iteration 29Q: 3 clusters Score -1.38626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -13862628.000000 Penalty: 5722.034180
	Iteration 30Q: 3 clusters Score -1.386263e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -13862634.000000 Penalty: 5722.034180
	Iteration 31Q: 3 clusters Score -1.386263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -13862639.000000 Penalty: 5722.034180
	Iteration 32Q: 3 clusters Score -1.386264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -13862641.000000 Penalty: 5722.034180
	Iteration 33Q: 3 clusters Score -1.386264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -13862632.000000 Penalty: 5722.034180
	Iteration 34Q: 3 clusters Score -1.386263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -13862627.000000 Penalty: 5722.034180
	Iteration 35Q: 3 clusters Score -1.386263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -13862636.000000 Penalty: 5722.034180
	Iteration 36Q: 3 clusters Score -1.386264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -13862647.000000 Penalty: 5722.034180
	Iteration 37Q: 3 clusters Score -1.386265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -13862636.000000 Penalty: 5722.034180
	Iteration 38Q: 3 clusters Score -1.386264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -13862631.000000 Penalty: 5722.034180
	Iteration 39Q: 3 clusters Score -1.386263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -13862644.000000 Penalty: 5722.034180
	Iteration 40F: 3 clusters Score -1.386264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -13862643.000000 Penalty: 5722.034180
	Iteration 41Q: 3 clusters Score -1.386264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -13862643.000000 Penalty: 5722.034180
	Iteration 42Q: 3 clusters Score -1.386264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -13862659.000000 Penalty: 5722.034180
	Iteration 43Q: 3 clusters Score -1.386266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -13862670.000000 Penalty: 5722.034180
	Iteration 44Q: 3 clusters Score -1.386267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -13862661.000000 Penalty: 5722.034180
	Iteration 45Q: 3 clusters Score -1.386266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -13862667.000000 Penalty: 5722.034180
	Iteration 46Q: 3 clusters Score -1.386267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -13862661.000000 Penalty: 5722.034180
	Iteration 47Q: 3 clusters Score -1.386266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -13862650.000000 Penalty: 5722.034180
	Iteration 48Q: 3 clusters Score -1.386265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -13862660.000000 Penalty: 5722.034180
	Iteration 49Q: 3 clusters Score -1.386266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -13862662.000000 Penalty: 5722.034180
	Iteration 50Q: 3 clusters Score -1.386266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -13862661.000000 Penalty: 5722.034180
	Iteration 51Q: 3 clusters Score -1.386266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -13862660.000000 Penalty: 5722.034180
	Iteration 52Q: 3 clusters Score -1.386266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -13862666.000000 Penalty: 5722.034180
	Iteration 53Q: 3 clusters Score -1.386267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -13862666.000000 Penalty: 5722.034180
	Iteration 54F: 3 clusters Score -1.386267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Entering Unmasked Estep 
Score: -10427659.000000 Penalty: 2794.361816
	Iteration 0F: 2 clusters Score -1.042766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -10375415.000000 Penalty: 5588.723633
	Iteration 0F: 3 clusters Score -1.037542e+07 nChanged 36640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -10396468.000000 Penalty: 5588.723633
	Iteration 1F: 3 clusters Score -1.039647e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -10397165.000000 Penalty: 5588.723633
	Iteration 2Q: 3 clusters Score -1.039716e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -10397959.000000 Penalty: 5588.723633
	Iteration 3Q: 3 clusters Score -1.039796e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -10398910.000000 Penalty: 5588.723633
	Iteration 4Q: 3 clusters Score -1.039891e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -10400215.000000 Penalty: 5588.723633
	Iteration 5Q: 3 clusters Score -1.040022e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -10402225.000000 Penalty: 5588.723633
	Iteration 6F: 3 clusters Score -1.040222e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -10405299.000000 Penalty: 5588.723633
	Iteration 7F: 3 clusters Score -1.04053e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -10409635.000000 Penalty: 5588.723633
	Iteration 8F: 3 clusters Score -1.040964e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -10414715.000000 Penalty: 5588.723633
	Iteration 9F: 3 clusters Score -1.041472e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10419102.000000 Penalty: 5588.723633
	Iteration 10F: 3 clusters Score -1.04191e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -10421893.000000 Penalty: 5588.723633
	Iteration 11Q: 3 clusters Score -1.042189e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10423517.000000 Penalty: 5588.723633
	Iteration 12Q: 3 clusters Score -1.042352e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10424329.000000 Penalty: 5588.723633
	Iteration 13Q: 3 clusters Score -1.042433e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10424780.000000 Penalty: 5588.723633
	Iteration 14Q: 3 clusters Score -1.042478e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10425029.000000 Penalty: 5588.723633
	Iteration 15Q: 3 clusters Score -1.042503e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10425166.000000 Penalty: 5588.723633
	Iteration 16Q: 3 clusters Score -1.042517e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10425273.000000 Penalty: 5588.723633
	Iteration 17Q: 3 clusters Score -1.042527e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10425313.000000 Penalty: 5588.723633
	Iteration 18Q: 3 clusters Score -1.042531e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10425376.000000 Penalty: 5588.723633
	Iteration 19Q: 3 clusters Score -1.042538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10425420.000000 Penalty: 5588.723633
	Iteration 20F: 3 clusters Score -1.042542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10425423.000000 Penalty: 5588.723633
	Iteration 21Q: 3 clusters Score -1.042542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10425431.000000 Penalty: 5588.723633
	Iteration 22Q: 3 clusters Score -1.042543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10425445.000000 Penalty: 5588.723633
	Iteration 23Q: 3 clusters Score -1.042544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10425460.000000 Penalty: 5588.723633
	Iteration 24Q: 3 clusters Score -1.042546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10425485.000000 Penalty: 5588.723633
	Iteration 25Q: 3 clusters Score -1.042548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10425498.000000 Penalty: 5588.723633
	Iteration 26Q: 3 clusters Score -1.04255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10425511.000000 Penalty: 5588.723633
	Iteration 27Q: 3 clusters Score -1.042551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10425506.000000 Penalty: 5588.723633
	Iteration 28Q: 3 clusters Score -1.042551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10425516.000000 Penalty: 5588.723633
	Iteration 29Q: 3 clusters Score -1.042552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10425527.000000 Penalty: 5588.723633
	Iteration 30Q: 3 clusters Score -1.042553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10425527.000000 Penalty: 5588.723633
	Iteration 31Q: 3 clusters Score -1.042553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10425523.000000 Penalty: 5588.723633
	Iteration 32Q: 3 clusters Score -1.042552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10425536.000000 Penalty: 5588.723633
	Iteration 33Q: 3 clusters Score -1.042554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10425534.000000 Penalty: 5588.723633
	Iteration 34Q: 3 clusters Score -1.042553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10425545.000000 Penalty: 5588.723633
	Iteration 35Q: 3 clusters Score -1.042554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10425549.000000 Penalty: 5588.723633
	Iteration 36Q: 3 clusters Score -1.042555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10425535.000000 Penalty: 5588.723633
	Iteration 37Q: 3 clusters Score -1.042554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10425550.000000 Penalty: 5588.723633
	Iteration 38Q: 3 clusters Score -1.042555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10425549.000000 Penalty: 5588.723633
	Iteration 39Q: 3 clusters Score -1.042555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10425552.000000 Penalty: 5588.723633
	Iteration 40F: 3 clusters Score -1.042555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10425582.000000 Penalty: 5588.723633
	Iteration 41Q: 3 clusters Score -1.042558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10425584.000000 Penalty: 5588.723633
	Iteration 42Q: 3 clusters Score -1.042558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10425602.000000 Penalty: 5588.723633
	Iteration 43Q: 3 clusters Score -1.04256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10425614.000000 Penalty: 5588.723633
	Iteration 44Q: 3 clusters Score -1.042561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10425624.000000 Penalty: 5588.723633
	Iteration 45Q: 3 clusters Score -1.042562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10425634.000000 Penalty: 5588.723633
	Iteration 46Q: 3 clusters Score -1.042563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10425622.000000 Penalty: 5588.723633
	Iteration 47Q: 3 clusters Score -1.042562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10425619.000000 Penalty: 5588.723633
	Iteration 48Q: 3 clusters Score -1.042562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10425617.000000 Penalty: 5588.723633
	Iteration 49Q: 3 clusters Score -1.042562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10425617.000000 Penalty: 5588.723633
	Iteration 50Q: 3 clusters Score -1.042562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10425617.000000 Penalty: 5588.723633
	Iteration 51F: 3 clusters Score -1.042562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Entering Unmasked Estep 
Score: -1836756.875000 Penalty: 2371.074951
	Iteration 0F: 2 clusters Score -1836757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1826406.250000 Penalty: 4742.149902
	Iteration 0F: 3 clusters Score -1826406 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1829716.750000 Penalty: 4742.149902
	Iteration 1F: 3 clusters Score -1829717 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1830191.500000 Penalty: 4742.149902
	Iteration 2F: 3 clusters Score -1830192 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1830566.375000 Penalty: 4742.149902
	Iteration 3F: 3 clusters Score -1830566 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1830927.875000 Penalty: 4742.149902
	Iteration 4Q: 3 clusters Score -1830928 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1831336.250000 Penalty: 4742.149902
	Iteration 5Q: 3 clusters Score -1831336 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1831811.000000 Penalty: 4742.149902
	Iteration 6Q: 3 clusters Score -1831811 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1832324.000000 Penalty: 4742.149902
	Iteration 7F: 3 clusters Score -1832324 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1832786.750000 Penalty: 4742.149902
	Iteration 8Q: 3 clusters Score -1832787 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1833150.750000 Penalty: 4742.149902
	Iteration 9Q: 3 clusters Score -1833151 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1833427.625000 Penalty: 4742.149902
	Iteration 10Q: 3 clusters Score -1833428 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1833631.375000 Penalty: 4742.149902
	Iteration 11Q: 3 clusters Score -1833631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1833811.500000 Penalty: 4742.149902
	Iteration 12Q: 3 clusters Score -1833812 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1833975.875000 Penalty: 4742.149902
	Iteration 13Q: 3 clusters Score -1833976 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1834126.250000 Penalty: 4742.149902
	Iteration 14Q: 3 clusters Score -1834126 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1834255.250000 Penalty: 4742.149902
	Iteration 15Q: 3 clusters Score -1834255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1834391.375000 Penalty: 4742.149902
	Iteration 16Q: 3 clusters Score -1834391 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1834563.375000 Penalty: 4742.149902
	Iteration 17Q: 3 clusters Score -1834563 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1834738.250000 Penalty: 4742.149902
	Iteration 18Q: 3 clusters Score -1834738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1834896.625000 Penalty: 4742.149902
	Iteration 19Q: 3 clusters Score -1834897 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1835034.625000 Penalty: 4742.149902
	Iteration 20F: 3 clusters Score -1835035 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1835165.875000 Penalty: 4742.149902
	Iteration 21Q: 3 clusters Score -1835166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1835300.375000 Penalty: 4742.149902
	Iteration 22Q: 3 clusters Score -1835300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1835392.000000 Penalty: 4742.149902
	Iteration 23Q: 3 clusters Score -1835392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1835484.000000 Penalty: 4742.149902
	Iteration 24Q: 3 clusters Score -1835484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1835582.875000 Penalty: 4742.149902
	Iteration 25Q: 3 clusters Score -1835583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1835650.125000 Penalty: 4742.149902
	Iteration 26Q: 3 clusters Score -1835650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1835688.500000 Penalty: 4742.149902
	Iteration 27Q: 3 clusters Score -1835688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1835709.000000 Penalty: 4742.149902
	Iteration 28Q: 3 clusters Score -1835709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1835722.875000 Penalty: 4742.149902
	Iteration 29Q: 3 clusters Score -1835723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1835727.375000 Penalty: 4742.149902
	Iteration 30Q: 3 clusters Score -1835727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1835732.750000 Penalty: 4742.149902
	Iteration 31Q: 3 clusters Score -1835733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1835732.750000 Penalty: 4742.149902
	Iteration 32Q: 3 clusters Score -1835733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1835735.625000 Penalty: 4742.149902
	Iteration 33Q: 3 clusters Score -1835736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1835738.000000 Penalty: 4742.149902
	Iteration 34Q: 3 clusters Score -1835738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1835738.000000 Penalty: 4742.149902
	Iteration 35F: 3 clusters Score -1835738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -5234005.000000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -5234005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5208037.000000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -5208037 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5218188.500000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -5218188 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5218962.000000 Penalty: 5230.685059
	Iteration 2F: 3 clusters Score -5218962 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5219803.000000 Penalty: 5230.685059
	Iteration 3F: 3 clusters Score -5219803 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5220860.500000 Penalty: 5230.685059
	Iteration 4F: 3 clusters Score -5220860 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5222254.000000 Penalty: 5230.685059
	Iteration 5F: 3 clusters Score -5222254 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5224030.000000 Penalty: 5230.685059
	Iteration 6F: 3 clusters Score -5224030 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5225982.500000 Penalty: 5230.685059
	Iteration 7F: 3 clusters Score -5225982 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5227528.500000 Penalty: 5230.685059
	Iteration 8F: 3 clusters Score -5227528 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5228542.000000 Penalty: 5230.685059
	Iteration 9Q: 3 clusters Score -5228542 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5229057.500000 Penalty: 5230.685059
	Iteration 10Q: 3 clusters Score -5229058 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5229375.500000 Penalty: 5230.685059
	Iteration 11Q: 3 clusters Score -5229376 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -5229599.500000 Penalty: 5230.685059
	Iteration 12Q: 3 clusters Score -5229600 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5229766.500000 Penalty: 5230.685059
	Iteration 13Q: 3 clusters Score -5229766 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -5229940.500000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -5229940 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -5230137.500000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -5230138 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -5230342.000000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -5230342 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5230588.000000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -5230588 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5230870.000000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -5230870 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5231214.000000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -5231214 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -5231653.000000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -5231653 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5232037.000000 Penalty: 5230.685059
	Iteration 21Q: 3 clusters Score -5232037 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5232283.000000 Penalty: 5230.685059
	Iteration 22Q: 3 clusters Score -5232283 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5232451.000000 Penalty: 5230.685059
	Iteration 23Q: 3 clusters Score -5232451 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5232538.500000 Penalty: 5230.685059
	Iteration 24Q: 3 clusters Score -5232538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5232578.500000 Penalty: 5230.685059
	Iteration 25Q: 3 clusters Score -5232578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5232623.000000 Penalty: 5230.685059
	Iteration 26Q: 3 clusters Score -5232623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -5232638.000000 Penalty: 5230.685059
	Iteration 27Q: 3 clusters Score -5232638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5232662.000000 Penalty: 5230.685059
	Iteration 28Q: 3 clusters Score -5232662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5232703.000000 Penalty: 5230.685059
	Iteration 29Q: 3 clusters Score -5232703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5232705.500000 Penalty: 5230.685059
	Iteration 30Q: 3 clusters Score -5232706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5232700.500000 Penalty: 5230.685059
	Iteration 31Q: 3 clusters Score -5232700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -5232723.000000 Penalty: 5230.685059
	Iteration 32Q: 3 clusters Score -5232723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5232720.500000 Penalty: 5230.685059
	Iteration 33Q: 3 clusters Score -5232720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -5232722.000000 Penalty: 5230.685059
	Iteration 34Q: 3 clusters Score -5232722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -5232729.000000 Penalty: 5230.685059
	Iteration 35Q: 3 clusters Score -5232729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5232728.000000 Penalty: 5230.685059
	Iteration 36Q: 3 clusters Score -5232728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -5232738.500000 Penalty: 5230.685059
	Iteration 37Q: 3 clusters Score -5232738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -5232735.000000 Penalty: 5230.685059
	Iteration 38Q: 3 clusters Score -5232735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5232742.500000 Penalty: 5230.685059
	Iteration 39Q: 3 clusters Score -5232742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5232738.500000 Penalty: 5230.685059
	Iteration 40F: 3 clusters Score -5232738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -5232735.500000 Penalty: 5230.685059
	Iteration 41Q: 3 clusters Score -5232736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5232742.000000 Penalty: 5230.685059
	Iteration 42Q: 3 clusters Score -5232742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5232732.500000 Penalty: 5230.685059
	Iteration 43Q: 3 clusters Score -5232732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -5232739.500000 Penalty: 5230.685059
	Iteration 44Q: 3 clusters Score -5232740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5232736.500000 Penalty: 5230.685059
	Iteration 45Q: 3 clusters Score -5232736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5232736.500000 Penalty: 5230.685059
	Iteration 46F: 3 clusters Score -5232736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -391155.656250 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -391155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -387869.593750 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -387869.6 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -388713.687500 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -388713.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -388967.531250 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -388967.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -389170.937500 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -389170.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -389508.531250 Penalty: 3998.966797
	Iteration 4F: 3 clusters Score -389508.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -389933.343750 Penalty: 3998.966797
	Iteration 5F: 3 clusters Score -389933.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -390285.437500 Penalty: 3998.966797
	Iteration 6F: 3 clusters Score -390285.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -390558.531250 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -390558.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -390713.437500 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -390713.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -390828.656250 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -390828.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -390913.968750 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -390914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -390958.062500 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -390958.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -390992.781250 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -390992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -391017.375000 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -391017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -391032.406250 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -391032.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -391042.875000 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -391042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -391048.593750 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -391048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -391051.062500 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -391051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -391051.062500 Penalty: 3998.966797
	Iteration 18F: 3 clusters Score -391051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -281034.156250 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -281034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -278336.375000 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -278336.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -279093.250000 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -279093.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279645.781250 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -279645.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -280129.625000 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -280129.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -280467.968750 Penalty: 3827.143555
	Iteration 4F: 3 clusters Score -280468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280645.093750 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -280645.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280786.187500 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -280786.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280969.906250 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -280969.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281173.875000 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -281173.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -281345.781250 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -281345.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281410.406250 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -281410.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281445.437500 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -281445.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281459.281250 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -281459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281467.062500 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -281467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281467.750000 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -281467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281467.750000 Penalty: 3827.143555
	Iteration 15F: 3 clusters Score -281467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 114445 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 40981 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 89634 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 254337 members 
Mstep: Class 29 contains 1261 members 
Mstep: Class 30 contains 542 members 
Mstep: Class 31 contains 1323 members 
Entering Unmasked Estep 
Score: -134126232.000000 Penalty: 106292.804688
Splitting cluster 18 changes total score from -134114000.000000 to -134126232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (40981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Entering Unmasked Estep 
Score: -5514689.000000 Penalty: 2633.974365
	Iteration 0F: 2 clusters Score -5514689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5487040.000000 Penalty: 5267.948730
	Iteration 0F: 3 clusters Score -5487040 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5497177.000000 Penalty: 5267.948730
	Iteration 1F: 3 clusters Score -5497177 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -5497574.000000 Penalty: 5267.948730
	Iteration 2Q: 3 clusters Score -5497574 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5497921.000000 Penalty: 5267.948730
	Iteration 3Q: 3 clusters Score -5497921 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5498266.000000 Penalty: 5267.948730
	Iteration 4Q: 3 clusters Score -5498266 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5498570.500000 Penalty: 5267.948730
	Iteration 5Q: 3 clusters Score -5498570 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5498919.000000 Penalty: 5267.948730
	Iteration 6Q: 3 clusters Score -5498919 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5499308.000000 Penalty: 5267.948730
	Iteration 7Q: 3 clusters Score -5499308 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5499766.500000 Penalty: 5267.948730
	Iteration 8Q: 3 clusters Score -5499766 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -5500323.500000 Penalty: 5267.948730
	Iteration 9Q: 3 clusters Score -5500324 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5501080.000000 Penalty: 5267.948730
	Iteration 10Q: 3 clusters Score -5501080 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5502031.500000 Penalty: 5267.948730
	Iteration 11Q: 3 clusters Score -5502032 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5503116.000000 Penalty: 5267.948730
	Iteration 12Q: 3 clusters Score -5503116 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5504506.000000 Penalty: 5267.948730
	Iteration 13F: 3 clusters Score -5504506 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5505928.500000 Penalty: 5267.948730
	Iteration 14F: 3 clusters Score -5505928 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5507335.500000 Penalty: 5267.948730
	Iteration 15Q: 3 clusters Score -5507336 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5508704.500000 Penalty: 5267.948730
	Iteration 16Q: 3 clusters Score -5508704 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -5509834.000000 Penalty: 5267.948730
	Iteration 17Q: 3 clusters Score -5509834 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5510665.000000 Penalty: 5267.948730
	Iteration 18Q: 3 clusters Score -5510665 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5511230.000000 Penalty: 5267.948730
	Iteration 19Q: 3 clusters Score -5511230 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5511623.000000 Penalty: 5267.948730
	Iteration 20F: 3 clusters Score -5511623 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5511868.000000 Penalty: 5267.948730
	Iteration 21Q: 3 clusters Score -5511868 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5512017.500000 Penalty: 5267.948730
	Iteration 22Q: 3 clusters Score -5512018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5512116.000000 Penalty: 5267.948730
	Iteration 23Q: 3 clusters Score -5512116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -5512181.500000 Penalty: 5267.948730
	Iteration 24Q: 3 clusters Score -5512182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5512242.000000 Penalty: 5267.948730
	Iteration 25Q: 3 clusters Score -5512242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5512284.000000 Penalty: 5267.948730
	Iteration 26Q: 3 clusters Score -5512284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5512304.000000 Penalty: 5267.948730
	Iteration 27Q: 3 clusters Score -5512304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5512328.500000 Penalty: 5267.948730
	Iteration 28Q: 3 clusters Score -5512328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5512350.000000 Penalty: 5267.948730
	Iteration 29Q: 3 clusters Score -5512350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5512365.000000 Penalty: 5267.948730
	Iteration 30Q: 3 clusters Score -5512365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5512374.500000 Penalty: 5267.948730
	Iteration 31Q: 3 clusters Score -5512374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5512387.000000 Penalty: 5267.948730
	Iteration 32Q: 3 clusters Score -5512387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5512392.500000 Penalty: 5267.948730
	Iteration 33Q: 3 clusters Score -5512392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5512392.500000 Penalty: 5267.948730
	Iteration 34Q: 3 clusters Score -5512392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5512397.500000 Penalty: 5267.948730
	Iteration 35Q: 3 clusters Score -5512398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -5512391.500000 Penalty: 5267.948730
	Iteration 36Q: 3 clusters Score -5512392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5512387.000000 Penalty: 5267.948730
	Iteration 37Q: 3 clusters Score -5512387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5512396.500000 Penalty: 5267.948730
	Iteration 38Q: 3 clusters Score -5512396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -5512396.000000 Penalty: 5267.948730
	Iteration 39Q: 3 clusters Score -5512396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5512400.000000 Penalty: 5267.948730
	Iteration 40F: 3 clusters Score -5512400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -382706.718750 Penalty: 1976.143188
	Iteration 0F: 2 clusters Score -382706.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -379486.593750 Penalty: 3952.286377
	Iteration 0F: 3 clusters Score -379486.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380143.187500 Penalty: 3952.286377
	Iteration 1F: 3 clusters Score -380143.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -380320.000000 Penalty: 3952.286377
	Iteration 2F: 3 clusters Score -380320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380402.156250 Penalty: 3952.286377
	Iteration 3Q: 3 clusters Score -380402.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -380462.625000 Penalty: 3952.286377
	Iteration 4Q: 3 clusters Score -380462.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -380506.468750 Penalty: 3952.286377
	Iteration 5Q: 3 clusters Score -380506.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -380558.687500 Penalty: 3952.286377
	Iteration 6Q: 3 clusters Score -380558.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -380604.000000 Penalty: 3952.286377
	Iteration 7Q: 3 clusters Score -380604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380649.531250 Penalty: 3952.286377
	Iteration 8Q: 3 clusters Score -380649.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -380690.625000 Penalty: 3952.286377
	Iteration 9Q: 3 clusters Score -380690.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -380724.937500 Penalty: 3952.286377
	Iteration 10Q: 3 clusters Score -380724.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -380758.906250 Penalty: 3952.286377
	Iteration 11Q: 3 clusters Score -380758.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380800.531250 Penalty: 3952.286377
	Iteration 12Q: 3 clusters Score -380800.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380847.093750 Penalty: 3952.286377
	Iteration 13Q: 3 clusters Score -380847.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380897.312500 Penalty: 3952.286377
	Iteration 14Q: 3 clusters Score -380897.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -380955.687500 Penalty: 3952.286377
	Iteration 15Q: 3 clusters Score -380955.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -381049.281250 Penalty: 3952.286377
	Iteration 16Q: 3 clusters Score -381049.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -381141.562500 Penalty: 3952.286377
	Iteration 17Q: 3 clusters Score -381141.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -381218.156250 Penalty: 3952.286377
	Iteration 18Q: 3 clusters Score -381218.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -381290.625000 Penalty: 3952.286377
	Iteration 19Q: 3 clusters Score -381290.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -381368.937500 Penalty: 3952.286377
	Iteration 20F: 3 clusters Score -381368.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -381436.875000 Penalty: 3952.286377
	Iteration 21Q: 3 clusters Score -381436.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -381502.000000 Penalty: 3952.286377
	Iteration 22Q: 3 clusters Score -381502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -381563.531250 Penalty: 3952.286377
	Iteration 23Q: 3 clusters Score -381563.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -381614.500000 Penalty: 3952.286377
	Iteration 24Q: 3 clusters Score -381614.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -381645.875000 Penalty: 3952.286377
	Iteration 25Q: 3 clusters Score -381645.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -381670.906250 Penalty: 3952.286377
	Iteration 26Q: 3 clusters Score -381670.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -381705.687500 Penalty: 3952.286377
	Iteration 27Q: 3 clusters Score -381705.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -381725.218750 Penalty: 3952.286377
	Iteration 28Q: 3 clusters Score -381725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -381750.343750 Penalty: 3952.286377
	Iteration 29Q: 3 clusters Score -381750.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381760.968750 Penalty: 3952.286377
	Iteration 30Q: 3 clusters Score -381761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381771.593750 Penalty: 3952.286377
	Iteration 31Q: 3 clusters Score -381771.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -381783.468750 Penalty: 3952.286377
	Iteration 32Q: 3 clusters Score -381783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -381787.156250 Penalty: 3952.286377
	Iteration 33Q: 3 clusters Score -381787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -381790.562500 Penalty: 3952.286377
	Iteration 34Q: 3 clusters Score -381790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -381793.906250 Penalty: 3952.286377
	Iteration 35Q: 3 clusters Score -381793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -381801.906250 Penalty: 3952.286377
	Iteration 36Q: 3 clusters Score -381801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381805.656250 Penalty: 3952.286377
	Iteration 37Q: 3 clusters Score -381805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -381807.500000 Penalty: 3952.286377
	Iteration 38Q: 3 clusters Score -381807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -381809.125000 Penalty: 3952.286377
	Iteration 39Q: 3 clusters Score -381809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -381810.843750 Penalty: 3952.286377
	Iteration 40F: 3 clusters Score -381810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -381811.500000 Penalty: 3952.286377
	Iteration 41Q: 3 clusters Score -381811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381812.187500 Penalty: 3952.286377
	Iteration 42Q: 3 clusters Score -381812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381812.187500 Penalty: 3952.286377
	Iteration 43F: 3 clusters Score -381812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (89634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Entering Unmasked Estep 
Score: -12272206.000000 Penalty: 2828.065430
	Iteration 0F: 2 clusters Score -1.227221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -12212177.000000 Penalty: 5656.130859
	Iteration 0F: 3 clusters Score -1.221218e+07 nChanged 42314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -12236428.000000 Penalty: 5656.130859
	Iteration 1F: 3 clusters Score -1.223643e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -12237564.000000 Penalty: 5656.130859
	Iteration 2Q: 3 clusters Score -1.223756e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -12238944.000000 Penalty: 5656.130859
	Iteration 3Q: 3 clusters Score -1.223894e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -12240828.000000 Penalty: 5656.130859
	Iteration 4Q: 3 clusters Score -1.224083e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -12243419.000000 Penalty: 5656.130859
	Iteration 5F: 3 clusters Score -1.224342e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -12246870.000000 Penalty: 5656.130859
	Iteration 6F: 3 clusters Score -1.224687e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -12251216.000000 Penalty: 5656.130859
	Iteration 7F: 3 clusters Score -1.225122e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -12256109.000000 Penalty: 5656.130859
	Iteration 8F: 3 clusters Score -1.225611e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -12261141.000000 Penalty: 5656.130859
	Iteration 9F: 3 clusters Score -1.226114e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -12265393.000000 Penalty: 5656.130859
	Iteration 10Q: 3 clusters Score -1.226539e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -12267889.000000 Penalty: 5656.130859
	Iteration 11Q: 3 clusters Score -1.226789e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -12268976.000000 Penalty: 5656.130859
	Iteration 12Q: 3 clusters Score -1.226898e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -12269397.000000 Penalty: 5656.130859
	Iteration 13Q: 3 clusters Score -1.22694e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -12269539.000000 Penalty: 5656.130859
	Iteration 14Q: 3 clusters Score -1.226954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -12269604.000000 Penalty: 5656.130859
	Iteration 15Q: 3 clusters Score -1.22696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -12269628.000000 Penalty: 5656.130859
	Iteration 16Q: 3 clusters Score -1.226963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -12269642.000000 Penalty: 5656.130859
	Iteration 17Q: 3 clusters Score -1.226964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -12269658.000000 Penalty: 5656.130859
	Iteration 18Q: 3 clusters Score -1.226966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -12269673.000000 Penalty: 5656.130859
	Iteration 19Q: 3 clusters Score -1.226967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -12269701.000000 Penalty: 5656.130859
	Iteration 20F: 3 clusters Score -1.22697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -12269703.000000 Penalty: 5656.130859
	Iteration 21Q: 3 clusters Score -1.22697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -12269695.000000 Penalty: 5656.130859
	Iteration 22Q: 3 clusters Score -1.22697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -12269704.000000 Penalty: 5656.130859
	Iteration 23Q: 3 clusters Score -1.22697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -12269704.000000 Penalty: 5656.130859
	Iteration 24F: 3 clusters Score -1.22697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -483917.468750 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -483917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -480280.500000 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -480280.5 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -481086.906250 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -481086.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -481322.750000 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -481322.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -481508.781250 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -481508.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -481680.000000 Penalty: 4069.110352
	Iteration 4F: 3 clusters Score -481680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -481849.968750 Penalty: 4069.110352
	Iteration 5F: 3 clusters Score -481850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -481970.781250 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -481970.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -482071.937500 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -482071.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -482194.312500 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -482194.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -482301.625000 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -482301.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -482382.218750 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -482382.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -482450.406250 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -482450.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -482505.093750 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -482505.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -482546.343750 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -482546.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -482571.937500 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -482571.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -482587.375000 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -482587.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -482599.875000 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -482599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -482606.062500 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -482606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -482611.531250 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -482611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -482617.093750 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -482617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -482622.375000 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -482622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -482626.000000 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -482626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -482628.125000 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -482628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -482629.531250 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -482629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -482631.187500 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -482631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -482631.187500 Penalty: 4069.110352
	Iteration 25F: 3 clusters Score -482631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -1135494.125000 Penalty: 2238.968506
	Iteration 0F: 2 clusters Score -1135494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1128822.000000 Penalty: 4477.937012
	Iteration 0F: 3 clusters Score -1128822 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1130625.000000 Penalty: 4477.937012
	Iteration 1F: 3 clusters Score -1130625 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1130882.000000 Penalty: 4477.937012
	Iteration 2F: 3 clusters Score -1130882 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1131053.500000 Penalty: 4477.937012
	Iteration 3F: 3 clusters Score -1131054 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1131173.375000 Penalty: 4477.937012
	Iteration 4Q: 3 clusters Score -1131173 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1131271.625000 Penalty: 4477.937012
	Iteration 5Q: 3 clusters Score -1131272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1131344.125000 Penalty: 4477.937012
	Iteration 6Q: 3 clusters Score -1131344 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1131422.000000 Penalty: 4477.937012
	Iteration 7Q: 3 clusters Score -1131422 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1131505.625000 Penalty: 4477.937012
	Iteration 8Q: 3 clusters Score -1131506 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1131601.000000 Penalty: 4477.937012
	Iteration 9Q: 3 clusters Score -1131601 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1131721.625000 Penalty: 4477.937012
	Iteration 10Q: 3 clusters Score -1131722 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1131864.625000 Penalty: 4477.937012
	Iteration 11Q: 3 clusters Score -1131865 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1132042.000000 Penalty: 4477.937012
	Iteration 12Q: 3 clusters Score -1132042 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1132248.875000 Penalty: 4477.937012
	Iteration 13Q: 3 clusters Score -1132249 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1132471.125000 Penalty: 4477.937012
	Iteration 14Q: 3 clusters Score -1132471 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1132675.375000 Penalty: 4477.937012
	Iteration 15Q: 3 clusters Score -1132675 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1132832.750000 Penalty: 4477.937012
	Iteration 16Q: 3 clusters Score -1132833 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1132959.500000 Penalty: 4477.937012
	Iteration 17Q: 3 clusters Score -1132960 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1133070.375000 Penalty: 4477.937012
	Iteration 18Q: 3 clusters Score -1133070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1133170.750000 Penalty: 4477.937012
	Iteration 19Q: 3 clusters Score -1133171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1133249.750000 Penalty: 4477.937012
	Iteration 20F: 3 clusters Score -1133250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1133307.500000 Penalty: 4477.937012
	Iteration 21Q: 3 clusters Score -1133308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1133357.375000 Penalty: 4477.937012
	Iteration 22Q: 3 clusters Score -1133357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1133398.250000 Penalty: 4477.937012
	Iteration 23Q: 3 clusters Score -1133398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1133426.000000 Penalty: 4477.937012
	Iteration 24Q: 3 clusters Score -1133426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1133453.125000 Penalty: 4477.937012
	Iteration 25Q: 3 clusters Score -1133453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1133469.875000 Penalty: 4477.937012
	Iteration 26Q: 3 clusters Score -1133470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1133479.625000 Penalty: 4477.937012
	Iteration 27Q: 3 clusters Score -1133480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1133490.625000 Penalty: 4477.937012
	Iteration 28Q: 3 clusters Score -1133491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1133507.000000 Penalty: 4477.937012
	Iteration 29Q: 3 clusters Score -1133507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1133520.125000 Penalty: 4477.937012
	Iteration 30Q: 3 clusters Score -1133520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1133529.000000 Penalty: 4477.937012
	Iteration 31Q: 3 clusters Score -1133529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1133534.250000 Penalty: 4477.937012
	Iteration 32Q: 3 clusters Score -1133534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1133541.000000 Penalty: 4477.937012
	Iteration 33Q: 3 clusters Score -1133541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1133547.500000 Penalty: 4477.937012
	Iteration 34Q: 3 clusters Score -1133548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1133554.000000 Penalty: 4477.937012
	Iteration 35Q: 3 clusters Score -1133554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1133562.000000 Penalty: 4477.937012
	Iteration 36Q: 3 clusters Score -1133562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1133568.250000 Penalty: 4477.937012
	Iteration 37Q: 3 clusters Score -1133568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1133573.625000 Penalty: 4477.937012
	Iteration 38Q: 3 clusters Score -1133574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1133579.375000 Penalty: 4477.937012
	Iteration 39Q: 3 clusters Score -1133579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1133583.250000 Penalty: 4477.937012
	Iteration 40F: 3 clusters Score -1133583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1133584.250000 Penalty: 4477.937012
	Iteration 41Q: 3 clusters Score -1133584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1133587.250000 Penalty: 4477.937012
	Iteration 42Q: 3 clusters Score -1133587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1133587.250000 Penalty: 4477.937012
	Iteration 43F: 3 clusters Score -1133587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -65360.476562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -65360.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63855.984375 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -63855.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64020.519531 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -64020.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64091.515625 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -64091.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64139.851562 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -64139.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64188.792969 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -64188.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64217.589844 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -64217.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64232.335938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -64232.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64246.847656 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -64246.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64278.269531 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -64278.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64293.812500 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -64293.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64304.746094 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -64304.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64309.496094 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -64309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64312.523438 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -64312.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64313.601562 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -64313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64316.703125 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -64316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64321.910156 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -64321.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64354.617188 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -64354.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64389.347656 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -64389.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64408.414062 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -64408.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64412.859375 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -64412.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64425.511719 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -64425.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64439.054688 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -64439.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64442.300781 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -64442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64443.398438 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -64443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64443.398438 Penalty: 3120.618408
	Iteration 24F: 3 clusters Score -64443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -158889.281250 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -158889.3 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 582 members 
Entering Unmasked Estep 
Score: -156841.812500 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -156841.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157170.093750 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -157170.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157282.781250 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -157282.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157322.609375 Penalty: 3501.144043
	Iteration 3Q: 3 clusters Score -157322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157341.140625 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -157341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157355.328125 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -157355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157364.609375 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -157364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157367.671875 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -157367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157371.359375 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -157371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157374.250000 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -157374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157377.296875 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -157377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157380.812500 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -157380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157380.812500 Penalty: 3501.144043
	Iteration 12F: 3 clusters Score -157380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -851154.687500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -851154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -845759.625000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -845759.6 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -847123.062500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -847123.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -847354.437500 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -847354.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -847498.437500 Penalty: 4342.767578
	Iteration 3Q: 3 clusters Score -847498.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -847597.000000 Penalty: 4342.767578
	Iteration 4Q: 3 clusters Score -847597 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -847678.875000 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -847678.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -847758.312500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -847758.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -847828.875000 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -847828.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -847893.687500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -847893.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -847953.875000 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -847953.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -848004.562500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -848004.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -848050.625000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -848050.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -848109.937500 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -848109.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -848172.000000 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -848172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -848252.687500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -848252.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -848347.125000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -848347.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -848443.187500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -848443.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -848536.250000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -848536.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -848639.750000 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -848639.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -848730.312500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -848730.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -848823.062500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -848823.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -848927.250000 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -848927.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -849018.937500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -849018.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -849085.437500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -849085.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -849129.937500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -849129.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -849170.437500 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -849170.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -849200.000000 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -849200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -849232.312500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -849232.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -849250.250000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -849250.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -849265.812500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -849265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -849275.687500 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -849275.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -849280.812500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -849280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -849282.187500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -849282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -849287.375000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -849287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -849290.062500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -849290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -849292.250000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -849292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -849291.125000 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -849291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -849293.000000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -849293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -849293.000000 Penalty: 4342.767578
	Iteration 38F: 3 clusters Score -849293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -345084.125000 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -345084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342069.781250 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -342069.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -342642.406250 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -342642.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -342778.812500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -342778.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -342837.906250 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -342837.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -342873.250000 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -342873.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -342907.406250 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -342907.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -342930.000000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -342930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -342949.468750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -342949.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -342964.093750 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -342964.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -342978.187500 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -342978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -342989.406250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -342989.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -343001.062500 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -343001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -343011.406250 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -343011.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -343032.125000 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -343032.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343058.187500 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -343058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -343081.312500 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -343081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -343096.843750 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -343096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343105.656250 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -343105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -343121.062500 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -343121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -343142.781250 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -343142.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -343164.625000 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -343164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -343177.968750 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -343178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -343190.968750 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -343191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -343199.718750 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -343199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -343207.187500 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -343207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -343209.250000 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -343209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -343212.718750 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -343212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343215.156250 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -343215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -343216.468750 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -343216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -343217.500000 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -343217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343217.718750 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -343217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -343218.343750 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -343218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -343220.000000 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -343220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -343221.031250 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -343221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -343222.562500 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -343222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -343223.031250 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -343223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -343225.500000 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -343225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -343225.750000 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -343225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -343225.750000 Penalty: 3904.359619
	Iteration 38F: 3 clusters Score -343225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 114445 members 
Mstep: Class 13 contains 102371 members 
Mstep: Class 14 contains 78244 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 40981 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 89634 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134128400.000000 Penalty: 106292.804688
Iteration 79Q: 32 clusters Score -1.341284e+08 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 142752 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 36969 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 17503 members 
Mstep: Class 7 contains 8277 members 
Mstep: Class 8 contains 8656 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 1210 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 114503 members 
Mstep: Class 13 contains 103116 members 
Mstep: Class 14 contains 78196 members 
Mstep: Class 15 contains 14144 members 
Mstep: Class 16 contains 38562 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 41220 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 89831 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 2630 members 
Mstep: Class 28 contains 250751 members 
Mstep: Class 29 contains 1257 members 
Mstep: Class 30 contains 535 members 
Mstep: Class 31 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130296.000000 Penalty: 106292.804688
Iteration 80F: 32 clusters Score -1.341303e+08 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 142419 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 37013 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 17454 members 
Mstep: Class 7 contains 8268 members 
Mstep: Class 8 contains 8701 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 114422 members 
Mstep: Class 13 contains 102923 members 
Mstep: Class 14 contains 78162 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 38710 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 40231 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 89770 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 8274 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 2641 members 
Mstep: Class 28 contains 251707 members 
Mstep: Class 29 contains 1265 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131352.000000 Penalty: 106292.804688
Iteration 81Q: 32 clusters Score -1.341314e+08 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 142345 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 37013 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17426 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 1200 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 114362 members 
Mstep: Class 13 contains 102836 members 
Mstep: Class 14 contains 78133 members 
Mstep: Class 15 contains 13895 members 
Mstep: Class 16 contains 38912 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 39535 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 89759 members 
Mstep: Class 22 contains 3656 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6443 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 251881 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131992.000000 Penalty: 106292.804688
Iteration 82Q: 32 clusters Score -1.34132e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 142304 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17413 members 
Mstep: Class 7 contains 8259 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 114340 members 
Mstep: Class 13 contains 102796 members 
Mstep: Class 14 contains 78113 members 
Mstep: Class 15 contains 13776 members 
Mstep: Class 16 contains 39135 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 39055 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 89780 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 251706 members 
Mstep: Class 29 contains 1272 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134132616.000000 Penalty: 106292.804688
Iteration 83Q: 32 clusters Score -1.341326e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 142302 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 37048 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17410 members 
Mstep: Class 7 contains 8252 members 
Mstep: Class 8 contains 8740 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 114309 members 
Mstep: Class 13 contains 102782 members 
Mstep: Class 14 contains 78090 members 
Mstep: Class 15 contains 13660 members 
Mstep: Class 16 contains 39387 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 38700 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 89807 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 2662 members 
Mstep: Class 28 contains 251340 members 
Mstep: Class 29 contains 1279 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133088.000000 Penalty: 106292.804688
Iteration 84Q: 32 clusters Score -1.341331e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 142293 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 37078 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 114300 members 
Mstep: Class 13 contains 102746 members 
Mstep: Class 14 contains 78060 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 39611 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 38432 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 89824 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 8204 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6477 members 
Mstep: Class 27 contains 2668 members 
Mstep: Class 28 contains 251002 members 
Mstep: Class 29 contains 1281 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133272.000000 Penalty: 106292.804688
Iteration 85Q: 32 clusters Score -1.341333e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 142317 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 37094 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17421 members 
Mstep: Class 7 contains 8252 members 
Mstep: Class 8 contains 8725 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5721 members 
Mstep: Class 12 contains 114278 members 
Mstep: Class 13 contains 102692 members 
Mstep: Class 14 contains 78040 members 
Mstep: Class 15 contains 13466 members 
Mstep: Class 16 contains 39824 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 38200 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 89871 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 8202 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6481 members 
Mstep: Class 27 contains 2677 members 
Mstep: Class 28 contains 250664 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133472.000000 Penalty: 106292.804688
Iteration 86Q: 32 clusters Score -1.341335e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 142321 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 37129 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 8251 members 
Mstep: Class 8 contains 8721 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 114270 members 
Mstep: Class 13 contains 102619 members 
Mstep: Class 14 contains 78027 members 
Mstep: Class 15 contains 13347 members 
Mstep: Class 16 contains 40031 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 38015 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 89905 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6487 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 250306 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133704.000000 Penalty: 106292.804688
Iteration 87Q: 32 clusters Score -1.341337e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 142339 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 37199 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5797 members 
Mstep: Class 12 contains 114267 members 
Mstep: Class 13 contains 102571 members 
Mstep: Class 14 contains 78010 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 40207 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37863 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 89953 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6490 members 
Mstep: Class 27 contains 2687 members 
Mstep: Class 28 contains 249892 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133808.000000 Penalty: 106292.804688
Iteration 88Q: 32 clusters Score -1.341338e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 142357 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 37293 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17452 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 8739 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5841 members 
Mstep: Class 12 contains 114261 members 
Mstep: Class 13 contains 102501 members 
Mstep: Class 14 contains 77993 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 40386 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37751 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 89987 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6491 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 249421 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133888.000000 Penalty: 106292.804688
Iteration 89Q: 32 clusters Score -1.341339e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 142384 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 37401 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17456 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 8 contains 8751 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5891 members 
Mstep: Class 12 contains 114251 members 
Mstep: Class 13 contains 102452 members 
Mstep: Class 14 contains 77963 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 40549 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 90019 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 8228 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6493 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 248983 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133872.000000 Penalty: 106292.804688
Iteration 90Q: 32 clusters Score -1.341339e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 142402 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 37526 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17455 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 8775 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 114246 members 
Mstep: Class 13 contains 102386 members 
Mstep: Class 14 contains 77928 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 40702 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37545 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 90042 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6495 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 248515 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134216.000000 Penalty: 106292.804688
Iteration 91Q: 32 clusters Score -1.341342e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 142431 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 37649 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17447 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 114231 members 
Mstep: Class 13 contains 102324 members 
Mstep: Class 14 contains 77897 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 40857 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37460 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 90089 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6500 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 248083 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134400.000000 Penalty: 106292.804688
Iteration 92Q: 32 clusters Score -1.341344e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 142440 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 37771 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17443 members 
Mstep: Class 7 contains 8238 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 114221 members 
Mstep: Class 13 contains 102260 members 
Mstep: Class 14 contains 77864 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 40989 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 37383 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 90145 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 247710 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134720.000000 Penalty: 106292.804688
Iteration 93Q: 32 clusters Score -1.341347e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 142464 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 114211 members 
Mstep: Class 13 contains 102225 members 
Mstep: Class 14 contains 77837 members 
Mstep: Class 15 contains 12376 members 
Mstep: Class 16 contains 41106 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 37304 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 90186 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6511 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 247342 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134736.000000 Penalty: 106292.804688
Iteration 94Q: 32 clusters Score -1.341347e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 142457 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 38051 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 8235 members 
Mstep: Class 8 contains 8831 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 114205 members 
Mstep: Class 13 contains 102177 members 
Mstep: Class 14 contains 77820 members 
Mstep: Class 15 contains 12221 members 
Mstep: Class 16 contains 41192 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 90227 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 6513 members 
Mstep: Class 27 contains 2697 members 
Mstep: Class 28 contains 247078 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134800.000000 Penalty: 106292.804688
Iteration 95Q: 32 clusters Score -1.341348e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 142463 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 38163 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17444 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 114191 members 
Mstep: Class 13 contains 102130 members 
Mstep: Class 14 contains 77798 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 90277 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6517 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 246843 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135120.000000 Penalty: 106292.804688
Iteration 96Q: 32 clusters Score -1.341351e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 142447 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 38315 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17447 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 8845 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 114175 members 
Mstep: Class 13 contains 102071 members 
Mstep: Class 14 contains 77772 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 41333 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 37079 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 90333 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 246649 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135440.000000 Penalty: 106292.804688
Iteration 97Q: 32 clusters Score -1.341354e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 142440 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 38481 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17439 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 114158 members 
Mstep: Class 13 contains 102005 members 
Mstep: Class 14 contains 77747 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 41400 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 37022 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 90400 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 533 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 246446 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135328.000000 Penalty: 106292.804688
Iteration 98Q: 32 clusters Score -1.341353e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 142436 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 38681 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17422 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 114133 members 
Mstep: Class 13 contains 101936 members 
Mstep: Class 14 contains 77722 members 
Mstep: Class 15 contains 11569 members 
Mstep: Class 16 contains 41450 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36978 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 90469 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 246262 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135600.000000 Penalty: 106292.804688
Iteration 99Q: 32 clusters Score -1.341356e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 142410 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 38874 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17421 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 8856 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 114112 members 
Mstep: Class 13 contains 101862 members 
Mstep: Class 14 contains 77696 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 41488 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36923 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 90557 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 246123 members 
Mstep: Class 29 contains 1283 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135592.000000 Penalty: 106292.804688
Iteration 100F: 32 clusters Score -1.341356e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 142391 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 39101 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 8867 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 114091 members 
Mstep: Class 13 contains 101768 members 
Mstep: Class 14 contains 77667 members 
Mstep: Class 15 contains 11136 members 
Mstep: Class 16 contains 41542 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36884 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 90644 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 8248 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 2710 members 
Mstep: Class 28 contains 245979 members 
Mstep: Class 29 contains 1288 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135368.000000 Penalty: 106292.804688
Iteration 101Q: 32 clusters Score -1.341354e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 142365 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 39319 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 8869 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 114074 members 
Mstep: Class 13 contains 101667 members 
Mstep: Class 14 contains 77644 members 
Mstep: Class 15 contains 10944 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36847 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 90715 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 8245 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6521 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 245855 members 
Mstep: Class 29 contains 1292 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135680.000000 Penalty: 106292.804688
Iteration 102Q: 32 clusters Score -1.341357e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 142327 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 39530 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 114062 members 
Mstep: Class 13 contains 101546 members 
Mstep: Class 14 contains 77625 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 41656 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36812 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 90806 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 245758 members 
Mstep: Class 29 contains 1296 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135912.000000 Penalty: 106292.804688
Iteration 103Q: 32 clusters Score -1.341359e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 142290 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 39746 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17409 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 8867 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 114036 members 
Mstep: Class 13 contains 101436 members 
Mstep: Class 14 contains 77613 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 41710 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36783 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 90887 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 2713 members 
Mstep: Class 28 contains 245663 members 
Mstep: Class 29 contains 1303 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136120.000000 Penalty: 106292.804688
Iteration 104Q: 32 clusters Score -1.341361e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 142230 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 8861 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 114019 members 
Mstep: Class 13 contains 101316 members 
Mstep: Class 14 contains 77599 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 41757 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36761 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 90975 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 245581 members 
Mstep: Class 29 contains 1311 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136232.000000 Penalty: 106292.804688
Iteration 105Q: 32 clusters Score -1.341362e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 142178 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 40189 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 8852 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 114009 members 
Mstep: Class 13 contains 101166 members 
Mstep: Class 14 contains 77584 members 
Mstep: Class 15 contains 10307 members 
Mstep: Class 16 contains 41801 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36738 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 91042 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 245544 members 
Mstep: Class 29 contains 1322 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136712.000000 Penalty: 106292.804688
Iteration 106Q: 32 clusters Score -1.341367e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 142124 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 40384 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 114008 members 
Mstep: Class 13 contains 101016 members 
Mstep: Class 14 contains 77578 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 16 contains 41833 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36714 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 91117 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6521 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 245539 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137648.000000 Penalty: 106292.804688
Iteration 107Q: 32 clusters Score -1.341376e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 142083 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 40580 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17391 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 8838 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 113996 members 
Mstep: Class 13 contains 100886 members 
Mstep: Class 14 contains 77566 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 16 contains 41879 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 36696 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 91174 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6521 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 245527 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138440.000000 Penalty: 106292.804688
Iteration 108Q: 32 clusters Score -1.341384e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 142047 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 40774 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 8833 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 113989 members 
Mstep: Class 13 contains 100764 members 
Mstep: Class 14 contains 77551 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 41917 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36681 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 91237 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 245526 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138632.000000 Penalty: 106292.804688
Iteration 109Q: 32 clusters Score -1.341386e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 141991 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 40964 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17376 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 8828 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 113975 members 
Mstep: Class 13 contains 100626 members 
Mstep: Class 14 contains 77530 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 41964 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36668 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 91299 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6524 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 245550 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138792.000000 Penalty: 106292.804688
Iteration 110Q: 32 clusters Score -1.341388e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 141928 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 41146 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 8815 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 113979 members 
Mstep: Class 13 contains 100466 members 
Mstep: Class 14 contains 77499 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 41991 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36661 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 91349 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6526 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 245601 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138712.000000 Penalty: 106292.804688
Iteration 111Q: 32 clusters Score -1.341387e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 141855 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 41299 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17370 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 113978 members 
Mstep: Class 13 contains 100329 members 
Mstep: Class 14 contains 77450 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 42021 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36653 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 91399 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6532 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 245654 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138904.000000 Penalty: 106292.804688
Iteration 112Q: 32 clusters Score -1.341389e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 141790 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 41439 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17370 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 8790 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 113979 members 
Mstep: Class 13 contains 100173 members 
Mstep: Class 14 contains 77381 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 16 contains 42061 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36650 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 91446 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6538 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 245714 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134138864.000000 Penalty: 106292.804688
Iteration 113Q: 32 clusters Score -1.341389e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 141723 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 41563 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 113979 members 
Mstep: Class 13 contains 100035 members 
Mstep: Class 14 contains 77306 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 42095 members 
Mstep: Class 17 contains 2546 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36645 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 91502 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 8202 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 245787 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139272.000000 Penalty: 106292.804688
Iteration 114Q: 32 clusters Score -1.341393e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 141663 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 41700 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 8765 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 113974 members 
Mstep: Class 13 contains 99886 members 
Mstep: Class 14 contains 77230 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 42127 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 36631 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 91560 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 245857 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139576.000000 Penalty: 106292.804688
Iteration 115Q: 32 clusters Score -1.341396e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 141625 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 41824 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17376 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 113970 members 
Mstep: Class 13 contains 99725 members 
Mstep: Class 14 contains 77157 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 36623 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 91613 members 
Mstep: Class 22 contains 3626 members 
Mstep: Class 23 contains 8195 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 245940 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139832.000000 Penalty: 106292.804688
Iteration 116Q: 32 clusters Score -1.341398e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 141594 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17378 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 113970 members 
Mstep: Class 13 contains 99565 members 
Mstep: Class 14 contains 77099 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 42166 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36612 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 91671 members 
Mstep: Class 22 contains 3624 members 
Mstep: Class 23 contains 8192 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 246025 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139776.000000 Penalty: 106292.804688
Iteration 117Q: 32 clusters Score -1.341398e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 141540 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 42031 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 113967 members 
Mstep: Class 13 contains 99392 members 
Mstep: Class 14 contains 77041 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 42198 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36612 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 91725 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 8182 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 246126 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139888.000000 Penalty: 106292.804688
Iteration 118Q: 32 clusters Score -1.341399e+08 nChanged 742
Entering ConstructFrom: 
Score: -134139888.000000 Penalty: 106292.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Entering Unmasked Estep 
Score: -3291115.000000 Penalty: 2499.497070
	Iteration 0F: 2 clusters Score -3291115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3274538.750000 Penalty: 4998.994141
	Iteration 0F: 3 clusters Score -3274539 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3280357.000000 Penalty: 4998.994141
	Iteration 1F: 3 clusters Score -3280357 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3280789.500000 Penalty: 4998.994141
	Iteration 2F: 3 clusters Score -3280790 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3281169.000000 Penalty: 4998.994141
	Iteration 3Q: 3 clusters Score -3281169 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3281568.000000 Penalty: 4998.994141
	Iteration 4Q: 3 clusters Score -3281568 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3282078.750000 Penalty: 4998.994141
	Iteration 5Q: 3 clusters Score -3282079 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3282679.750000 Penalty: 4998.994141
	Iteration 6Q: 3 clusters Score -3282680 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3283392.250000 Penalty: 4998.994141
	Iteration 7Q: 3 clusters Score -3283392 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3284329.250000 Penalty: 4998.994141
	Iteration 8F: 3 clusters Score -3284329 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3285287.750000 Penalty: 4998.994141
	Iteration 9Q: 3 clusters Score -3285288 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3286111.000000 Penalty: 4998.994141
	Iteration 10Q: 3 clusters Score -3286111 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3286903.750000 Penalty: 4998.994141
	Iteration 11Q: 3 clusters Score -3286904 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3287437.750000 Penalty: 4998.994141
	Iteration 12Q: 3 clusters Score -3287438 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3287836.500000 Penalty: 4998.994141
	Iteration 13Q: 3 clusters Score -3287836 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3288090.500000 Penalty: 4998.994141
	Iteration 14Q: 3 clusters Score -3288090 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3288274.500000 Penalty: 4998.994141
	Iteration 15Q: 3 clusters Score -3288274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3288389.250000 Penalty: 4998.994141
	Iteration 16Q: 3 clusters Score -3288389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3288513.750000 Penalty: 4998.994141
	Iteration 17Q: 3 clusters Score -3288514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3288622.750000 Penalty: 4998.994141
	Iteration 18Q: 3 clusters Score -3288623 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3288759.500000 Penalty: 4998.994141
	Iteration 19Q: 3 clusters Score -3288760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3288875.000000 Penalty: 4998.994141
	Iteration 20F: 3 clusters Score -3288875 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3289036.250000 Penalty: 4998.994141
	Iteration 21Q: 3 clusters Score -3289036 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3289210.250000 Penalty: 4998.994141
	Iteration 22Q: 3 clusters Score -3289210 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3289347.000000 Penalty: 4998.994141
	Iteration 23Q: 3 clusters Score -3289347 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3289484.750000 Penalty: 4998.994141
	Iteration 24Q: 3 clusters Score -3289485 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3289632.500000 Penalty: 4998.994141
	Iteration 25Q: 3 clusters Score -3289632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3289754.500000 Penalty: 4998.994141
	Iteration 26Q: 3 clusters Score -3289754 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3289864.500000 Penalty: 4998.994141
	Iteration 27Q: 3 clusters Score -3289864 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3289955.750000 Penalty: 4998.994141
	Iteration 28Q: 3 clusters Score -3289956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3290050.000000 Penalty: 4998.994141
	Iteration 29Q: 3 clusters Score -3290050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3290136.250000 Penalty: 4998.994141
	Iteration 30Q: 3 clusters Score -3290136 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3290189.750000 Penalty: 4998.994141
	Iteration 31Q: 3 clusters Score -3290190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3290269.750000 Penalty: 4998.994141
	Iteration 32Q: 3 clusters Score -3290270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3290315.500000 Penalty: 4998.994141
	Iteration 33Q: 3 clusters Score -3290316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3290347.500000 Penalty: 4998.994141
	Iteration 34Q: 3 clusters Score -3290348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3290378.500000 Penalty: 4998.994141
	Iteration 35Q: 3 clusters Score -3290378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3290396.500000 Penalty: 4998.994141
	Iteration 36Q: 3 clusters Score -3290396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3290408.500000 Penalty: 4998.994141
	Iteration 37Q: 3 clusters Score -3290408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3290433.750000 Penalty: 4998.994141
	Iteration 38Q: 3 clusters Score -3290434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3290445.250000 Penalty: 4998.994141
	Iteration 39Q: 3 clusters Score -3290445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3290482.000000 Penalty: 4998.994141
	Iteration 40F: 3 clusters Score -3290482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3290510.000000 Penalty: 4998.994141
	Iteration 41Q: 3 clusters Score -3290510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3290526.250000 Penalty: 4998.994141
	Iteration 42Q: 3 clusters Score -3290526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3290527.750000 Penalty: 4998.994141
	Iteration 43Q: 3 clusters Score -3290528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3290531.000000 Penalty: 4998.994141
	Iteration 44Q: 3 clusters Score -3290531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3290541.750000 Penalty: 4998.994141
	Iteration 45Q: 3 clusters Score -3290542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3290554.500000 Penalty: 4998.994141
	Iteration 46Q: 3 clusters Score -3290554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3290559.500000 Penalty: 4998.994141
	Iteration 47Q: 3 clusters Score -3290560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3290569.250000 Penalty: 4998.994141
	Iteration 48Q: 3 clusters Score -3290569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3290565.250000 Penalty: 4998.994141
	Iteration 49Q: 3 clusters Score -3290565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3290577.750000 Penalty: 4998.994141
	Iteration 50Q: 3 clusters Score -3290578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3290579.500000 Penalty: 4998.994141
	Iteration 51Q: 3 clusters Score -3290580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3290578.000000 Penalty: 4998.994141
	Iteration 52Q: 3 clusters Score -3290578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3290581.000000 Penalty: 4998.994141
	Iteration 53Q: 3 clusters Score -3290581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3290585.250000 Penalty: 4998.994141
	Iteration 54Q: 3 clusters Score -3290585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3290592.750000 Penalty: 4998.994141
	Iteration 55Q: 3 clusters Score -3290593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3290586.750000 Penalty: 4998.994141
	Iteration 56Q: 3 clusters Score -3290587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3290589.500000 Penalty: 4998.994141
	Iteration 57Q: 3 clusters Score -3290590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3290590.250000 Penalty: 4998.994141
	Iteration 58Q: 3 clusters Score -3290590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3290594.250000 Penalty: 4998.994141
	Iteration 59Q: 3 clusters Score -3290594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3290594.250000 Penalty: 4998.994141
	Iteration 60F: 3 clusters Score -3290594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Entering Unmasked Estep 
Score: -19289342.000000 Penalty: 2941.291992
	Iteration 0F: 2 clusters Score -1.928934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -19196994.000000 Penalty: 5882.583984
	Iteration 0F: 3 clusters Score -1.919699e+07 nChanged 67548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -19236004.000000 Penalty: 5882.583984
	Iteration 1F: 3 clusters Score -1.9236e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -19236750.000000 Penalty: 5882.583984
	Iteration 2Q: 3 clusters Score -1.923675e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -19237814.000000 Penalty: 5882.583984
	Iteration 3Q: 3 clusters Score -1.923781e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -19239578.000000 Penalty: 5882.583984
	Iteration 4Q: 3 clusters Score -1.923958e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -19242784.000000 Penalty: 5882.583984
	Iteration 5Q: 3 clusters Score -1.924278e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -19248836.000000 Penalty: 5882.583984
	Iteration 6F: 3 clusters Score -1.924884e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -19258682.000000 Penalty: 5882.583984
	Iteration 7F: 3 clusters Score -1.925868e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -19270938.000000 Penalty: 5882.583984
	Iteration 8F: 3 clusters Score -1.927094e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -19280186.000000 Penalty: 5882.583984
	Iteration 9F: 3 clusters Score -1.928019e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139074 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19284510.000000 Penalty: 5882.583984
	Iteration 10Q: 3 clusters Score -1.928451e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19286028.000000 Penalty: 5882.583984
	Iteration 11Q: 3 clusters Score -1.928603e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19286444.000000 Penalty: 5882.583984
	Iteration 12Q: 3 clusters Score -1.928644e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19286586.000000 Penalty: 5882.583984
	Iteration 13Q: 3 clusters Score -1.928659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19286650.000000 Penalty: 5882.583984
	Iteration 14Q: 3 clusters Score -1.928665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19286682.000000 Penalty: 5882.583984
	Iteration 15Q: 3 clusters Score -1.928668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19286696.000000 Penalty: 5882.583984
	Iteration 16Q: 3 clusters Score -1.92867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19286714.000000 Penalty: 5882.583984
	Iteration 17Q: 3 clusters Score -1.928671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19286704.000000 Penalty: 5882.583984
	Iteration 18Q: 3 clusters Score -1.92867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19286712.000000 Penalty: 5882.583984
	Iteration 19Q: 3 clusters Score -1.928671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19286712.000000 Penalty: 5882.583984
	Iteration 20F: 3 clusters Score -1.928671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -601156.125000 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -601156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -597012.312500 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -597012.3 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -597964.750000 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -597964.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -598158.812500 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -598158.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -598290.437500 Penalty: 4167.506836
	Iteration 3F: 3 clusters Score -598290.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -598374.937500 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -598374.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -598431.812500 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -598431.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -598503.750000 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -598503.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -598578.250000 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -598578.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -598640.000000 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -598640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -598712.000000 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -598712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -598782.375000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -598782.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -598862.187500 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -598862.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -598927.812500 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -598927.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -598992.375000 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -598992.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -599053.187500 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -599053.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -599101.000000 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -599101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -599134.312500 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -599134.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -599160.000000 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -599160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -599187.562500 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -599187.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -599214.250000 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -599214.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -599242.312500 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -599242.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -599270.687500 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -599270.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -599293.625000 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -599293.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -599320.625000 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -599320.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -599352.250000 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -599352.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -599369.875000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -599369.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -599391.437500 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -599391.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -599410.125000 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -599410.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -599422.062500 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -599422.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -599431.000000 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -599431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -599443.062500 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -599443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -599456.875000 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -599456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -599476.625000 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -599476.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -599501.187500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -599501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -599517.562500 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -599517.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -599529.937500 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -599529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -599535.000000 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -599535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -599539.375000 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -599539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -599539.812500 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -599539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -599543.375000 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -599543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -599544.125000 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -599544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -599545.125000 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -599545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -599544.875000 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -599544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -599545.875000 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -599545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -599546.687500 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -599546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -599546.687500 Penalty: 4167.506836
	Iteration 45F: 3 clusters Score -599546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Entering Unmasked Estep 
Score: -5380144.500000 Penalty: 2640.867188
	Iteration 0F: 2 clusters Score -5380144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5351551.500000 Penalty: 5281.734375
	Iteration 0F: 3 clusters Score -5351552 nChanged 19422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5362376.500000 Penalty: 5281.734375
	Iteration 1F: 3 clusters Score -5362376 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5362995.500000 Penalty: 5281.734375
	Iteration 2Q: 3 clusters Score -5362996 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5363604.000000 Penalty: 5281.734375
	Iteration 3Q: 3 clusters Score -5363604 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5364109.000000 Penalty: 5281.734375
	Iteration 4Q: 3 clusters Score -5364109 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5364617.500000 Penalty: 5281.734375
	Iteration 5Q: 3 clusters Score -5364618 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5365114.500000 Penalty: 5281.734375
	Iteration 6Q: 3 clusters Score -5365114 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5365639.500000 Penalty: 5281.734375
	Iteration 7Q: 3 clusters Score -5365640 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5366314.500000 Penalty: 5281.734375
	Iteration 8Q: 3 clusters Score -5366314 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5367197.000000 Penalty: 5281.734375
	Iteration 9Q: 3 clusters Score -5367197 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5368456.500000 Penalty: 5281.734375
	Iteration 10Q: 3 clusters Score -5368456 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -5370160.500000 Penalty: 5281.734375
	Iteration 11F: 3 clusters Score -5370160 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5372056.000000 Penalty: 5281.734375
	Iteration 12F: 3 clusters Score -5372056 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5373884.000000 Penalty: 5281.734375
	Iteration 13F: 3 clusters Score -5373884 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5375321.000000 Penalty: 5281.734375
	Iteration 14Q: 3 clusters Score -5375321 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5376326.000000 Penalty: 5281.734375
	Iteration 15Q: 3 clusters Score -5376326 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5377064.500000 Penalty: 5281.734375
	Iteration 16Q: 3 clusters Score -5377064 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5377614.500000 Penalty: 5281.734375
	Iteration 17Q: 3 clusters Score -5377614 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5377990.500000 Penalty: 5281.734375
	Iteration 18Q: 3 clusters Score -5377990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5378201.000000 Penalty: 5281.734375
	Iteration 19Q: 3 clusters Score -5378201 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5378322.000000 Penalty: 5281.734375
	Iteration 20F: 3 clusters Score -5378322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5378422.000000 Penalty: 5281.734375
	Iteration 21Q: 3 clusters Score -5378422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5378468.500000 Penalty: 5281.734375
	Iteration 22Q: 3 clusters Score -5378468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5378493.500000 Penalty: 5281.734375
	Iteration 23Q: 3 clusters Score -5378494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5378532.000000 Penalty: 5281.734375
	Iteration 24Q: 3 clusters Score -5378532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5378559.500000 Penalty: 5281.734375
	Iteration 25Q: 3 clusters Score -5378560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5378579.500000 Penalty: 5281.734375
	Iteration 26Q: 3 clusters Score -5378580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5378608.000000 Penalty: 5281.734375
	Iteration 27Q: 3 clusters Score -5378608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5378616.000000 Penalty: 5281.734375
	Iteration 28Q: 3 clusters Score -5378616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5378642.500000 Penalty: 5281.734375
	Iteration 29Q: 3 clusters Score -5378642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5378651.000000 Penalty: 5281.734375
	Iteration 30Q: 3 clusters Score -5378651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5378665.500000 Penalty: 5281.734375
	Iteration 31Q: 3 clusters Score -5378666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5378673.000000 Penalty: 5281.734375
	Iteration 32Q: 3 clusters Score -5378673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5378679.000000 Penalty: 5281.734375
	Iteration 33Q: 3 clusters Score -5378679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5378680.500000 Penalty: 5281.734375
	Iteration 34Q: 3 clusters Score -5378680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5378686.000000 Penalty: 5281.734375
	Iteration 35Q: 3 clusters Score -5378686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5378691.000000 Penalty: 5281.734375
	Iteration 36Q: 3 clusters Score -5378691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5378689.500000 Penalty: 5281.734375
	Iteration 37Q: 3 clusters Score -5378690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5378694.500000 Penalty: 5281.734375
	Iteration 38Q: 3 clusters Score -5378694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5378701.000000 Penalty: 5281.734375
	Iteration 39Q: 3 clusters Score -5378701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5378696.000000 Penalty: 5281.734375
	Iteration 40F: 3 clusters Score -5378696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5378699.500000 Penalty: 5281.734375
	Iteration 41Q: 3 clusters Score -5378700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5378704.500000 Penalty: 5281.734375
	Iteration 42Q: 3 clusters Score -5378704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5378707.000000 Penalty: 5281.734375
	Iteration 43Q: 3 clusters Score -5378707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5378707.000000 Penalty: 5281.734375
	Iteration 44F: 3 clusters Score -5378707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -130772.851562 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -130772.9 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 530 members 
Entering Unmasked Estep 
Score: -128863.843750 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -128863.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129368.132812 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -129368.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129776.312500 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -129776.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -130093.164062 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -130093.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130265.929688 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -130265.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130451.093750 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -130451.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130567.148438 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -130567.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130641.054688 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -130641.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130669.578125 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -130669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130689.671875 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -130689.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130699.937500 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -130699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130716.414062 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -130716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130722.390625 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -130722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130726.875000 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -130726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130730.179688 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -130730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130730.179688 Penalty: 3453.742188
	Iteration 15F: 3 clusters Score -130730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Entering Unmasked Estep 
Score: -2404698.750000 Penalty: 2421.242920
	Iteration 0F: 2 clusters Score -2404699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2392338.250000 Penalty: 4842.485840
	Iteration 0F: 3 clusters Score -2392338 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2396417.000000 Penalty: 4842.485840
	Iteration 1F: 3 clusters Score -2396417 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2396798.500000 Penalty: 4842.485840
	Iteration 2F: 3 clusters Score -2396798 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2397108.500000 Penalty: 4842.485840
	Iteration 3Q: 3 clusters Score -2397108 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2397340.500000 Penalty: 4842.485840
	Iteration 4Q: 3 clusters Score -2397340 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2397519.250000 Penalty: 4842.485840
	Iteration 5Q: 3 clusters Score -2397519 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2397693.750000 Penalty: 4842.485840
	Iteration 6Q: 3 clusters Score -2397694 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2397874.750000 Penalty: 4842.485840
	Iteration 7Q: 3 clusters Score -2397875 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2398046.750000 Penalty: 4842.485840
	Iteration 8Q: 3 clusters Score -2398047 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2398217.000000 Penalty: 4842.485840
	Iteration 9Q: 3 clusters Score -2398217 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2398390.750000 Penalty: 4842.485840
	Iteration 10Q: 3 clusters Score -2398391 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2398593.250000 Penalty: 4842.485840
	Iteration 11Q: 3 clusters Score -2398593 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2398840.500000 Penalty: 4842.485840
	Iteration 12Q: 3 clusters Score -2398840 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2399164.750000 Penalty: 4842.485840
	Iteration 13Q: 3 clusters Score -2399165 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2399560.250000 Penalty: 4842.485840
	Iteration 14Q: 3 clusters Score -2399560 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2399923.500000 Penalty: 4842.485840
	Iteration 15Q: 3 clusters Score -2399924 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2400236.000000 Penalty: 4842.485840
	Iteration 16Q: 3 clusters Score -2400236 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2400467.250000 Penalty: 4842.485840
	Iteration 17Q: 3 clusters Score -2400467 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2400625.750000 Penalty: 4842.485840
	Iteration 18Q: 3 clusters Score -2400626 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2400728.750000 Penalty: 4842.485840
	Iteration 19Q: 3 clusters Score -2400729 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2400808.500000 Penalty: 4842.485840
	Iteration 20F: 3 clusters Score -2400808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2400858.250000 Penalty: 4842.485840
	Iteration 21Q: 3 clusters Score -2400858 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2400912.000000 Penalty: 4842.485840
	Iteration 22Q: 3 clusters Score -2400912 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2400967.000000 Penalty: 4842.485840
	Iteration 23Q: 3 clusters Score -2400967 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2401024.000000 Penalty: 4842.485840
	Iteration 24Q: 3 clusters Score -2401024 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2401082.750000 Penalty: 4842.485840
	Iteration 25Q: 3 clusters Score -2401083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2401132.500000 Penalty: 4842.485840
	Iteration 26Q: 3 clusters Score -2401132 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2401206.000000 Penalty: 4842.485840
	Iteration 27Q: 3 clusters Score -2401206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2401267.750000 Penalty: 4842.485840
	Iteration 28Q: 3 clusters Score -2401268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2401313.500000 Penalty: 4842.485840
	Iteration 29Q: 3 clusters Score -2401314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2401371.000000 Penalty: 4842.485840
	Iteration 30Q: 3 clusters Score -2401371 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2401408.500000 Penalty: 4842.485840
	Iteration 31Q: 3 clusters Score -2401408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2401436.750000 Penalty: 4842.485840
	Iteration 32Q: 3 clusters Score -2401437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2401476.750000 Penalty: 4842.485840
	Iteration 33Q: 3 clusters Score -2401477 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2401521.250000 Penalty: 4842.485840
	Iteration 34Q: 3 clusters Score -2401521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2401573.750000 Penalty: 4842.485840
	Iteration 35Q: 3 clusters Score -2401574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2401627.750000 Penalty: 4842.485840
	Iteration 36Q: 3 clusters Score -2401628 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2401706.500000 Penalty: 4842.485840
	Iteration 37Q: 3 clusters Score -2401706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2401765.000000 Penalty: 4842.485840
	Iteration 38Q: 3 clusters Score -2401765 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2401825.000000 Penalty: 4842.485840
	Iteration 39Q: 3 clusters Score -2401825 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2401892.750000 Penalty: 4842.485840
	Iteration 40F: 3 clusters Score -2401893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2401950.250000 Penalty: 4842.485840
	Iteration 41Q: 3 clusters Score -2401950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2402017.750000 Penalty: 4842.485840
	Iteration 42Q: 3 clusters Score -2402018 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2402077.000000 Penalty: 4842.485840
	Iteration 43Q: 3 clusters Score -2402077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2402136.500000 Penalty: 4842.485840
	Iteration 44Q: 3 clusters Score -2402136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2402189.250000 Penalty: 4842.485840
	Iteration 45Q: 3 clusters Score -2402189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2402227.750000 Penalty: 4842.485840
	Iteration 46Q: 3 clusters Score -2402228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2402274.750000 Penalty: 4842.485840
	Iteration 47Q: 3 clusters Score -2402275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2402303.500000 Penalty: 4842.485840
	Iteration 48Q: 3 clusters Score -2402304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2402335.250000 Penalty: 4842.485840
	Iteration 49Q: 3 clusters Score -2402335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2402365.250000 Penalty: 4842.485840
	Iteration 50Q: 3 clusters Score -2402365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2402393.250000 Penalty: 4842.485840
	Iteration 51Q: 3 clusters Score -2402393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2402407.250000 Penalty: 4842.485840
	Iteration 52Q: 3 clusters Score -2402407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2402423.750000 Penalty: 4842.485840
	Iteration 53Q: 3 clusters Score -2402424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2402439.750000 Penalty: 4842.485840
	Iteration 54Q: 3 clusters Score -2402440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2402458.000000 Penalty: 4842.485840
	Iteration 55Q: 3 clusters Score -2402458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2402469.000000 Penalty: 4842.485840
	Iteration 56Q: 3 clusters Score -2402469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2402482.500000 Penalty: 4842.485840
	Iteration 57Q: 3 clusters Score -2402482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2402496.000000 Penalty: 4842.485840
	Iteration 58Q: 3 clusters Score -2402496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2402508.000000 Penalty: 4842.485840
	Iteration 59Q: 3 clusters Score -2402508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2402515.750000 Penalty: 4842.485840
	Iteration 60F: 3 clusters Score -2402516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2402517.250000 Penalty: 4842.485840
	Iteration 61Q: 3 clusters Score -2402517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2402523.000000 Penalty: 4842.485840
	Iteration 62Q: 3 clusters Score -2402523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2402525.750000 Penalty: 4842.485840
	Iteration 63Q: 3 clusters Score -2402526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2402525.250000 Penalty: 4842.485840
	Iteration 64Q: 3 clusters Score -2402525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2402529.750000 Penalty: 4842.485840
	Iteration 65Q: 3 clusters Score -2402530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2402532.250000 Penalty: 4842.485840
	Iteration 66Q: 3 clusters Score -2402532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2402537.250000 Penalty: 4842.485840
	Iteration 67Q: 3 clusters Score -2402537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2402539.250000 Penalty: 4842.485840
	Iteration 68Q: 3 clusters Score -2402539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2402540.750000 Penalty: 4842.485840
	Iteration 69Q: 3 clusters Score -2402541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2402539.250000 Penalty: 4842.485840
	Iteration 70Q: 3 clusters Score -2402539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2402539.750000 Penalty: 4842.485840
	Iteration 71Q: 3 clusters Score -2402540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2402539.750000 Penalty: 4842.485840
	Iteration 72F: 3 clusters Score -2402540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -1066829.625000 Penalty: 2236.816650
	Iteration 0F: 2 clusters Score -1066830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1060262.375000 Penalty: 4473.633301
	Iteration 0F: 3 clusters Score -1060262 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1061983.500000 Penalty: 4473.633301
	Iteration 1F: 3 clusters Score -1061984 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1062246.875000 Penalty: 4473.633301
	Iteration 2F: 3 clusters Score -1062247 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1062452.125000 Penalty: 4473.633301
	Iteration 3F: 3 clusters Score -1062452 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1062606.625000 Penalty: 4473.633301
	Iteration 4Q: 3 clusters Score -1062607 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1062716.375000 Penalty: 4473.633301
	Iteration 5Q: 3 clusters Score -1062716 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1062809.750000 Penalty: 4473.633301
	Iteration 6Q: 3 clusters Score -1062810 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1062893.625000 Penalty: 4473.633301
	Iteration 7Q: 3 clusters Score -1062894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1062968.125000 Penalty: 4473.633301
	Iteration 8Q: 3 clusters Score -1062968 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1063047.875000 Penalty: 4473.633301
	Iteration 9Q: 3 clusters Score -1063048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1063128.875000 Penalty: 4473.633301
	Iteration 10Q: 3 clusters Score -1063129 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1063236.625000 Penalty: 4473.633301
	Iteration 11Q: 3 clusters Score -1063237 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1063380.000000 Penalty: 4473.633301
	Iteration 12Q: 3 clusters Score -1063380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1063544.750000 Penalty: 4473.633301
	Iteration 13Q: 3 clusters Score -1063545 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1063739.000000 Penalty: 4473.633301
	Iteration 14Q: 3 clusters Score -1063739 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1063970.250000 Penalty: 4473.633301
	Iteration 15Q: 3 clusters Score -1063970 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1064204.000000 Penalty: 4473.633301
	Iteration 16Q: 3 clusters Score -1064204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1064430.875000 Penalty: 4473.633301
	Iteration 17Q: 3 clusters Score -1064431 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1064629.000000 Penalty: 4473.633301
	Iteration 18Q: 3 clusters Score -1064629 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1064782.000000 Penalty: 4473.633301
	Iteration 19Q: 3 clusters Score -1064782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1064870.625000 Penalty: 4473.633301
	Iteration 20F: 3 clusters Score -1064871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1064937.375000 Penalty: 4473.633301
	Iteration 21Q: 3 clusters Score -1064937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1064969.000000 Penalty: 4473.633301
	Iteration 22Q: 3 clusters Score -1064969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1064996.625000 Penalty: 4473.633301
	Iteration 23Q: 3 clusters Score -1064997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1065026.125000 Penalty: 4473.633301
	Iteration 24Q: 3 clusters Score -1065026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1065046.375000 Penalty: 4473.633301
	Iteration 25Q: 3 clusters Score -1065046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1065068.375000 Penalty: 4473.633301
	Iteration 26Q: 3 clusters Score -1065068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1065079.000000 Penalty: 4473.633301
	Iteration 27Q: 3 clusters Score -1065079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1065087.750000 Penalty: 4473.633301
	Iteration 28Q: 3 clusters Score -1065088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1065093.625000 Penalty: 4473.633301
	Iteration 29Q: 3 clusters Score -1065094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1065100.125000 Penalty: 4473.633301
	Iteration 30Q: 3 clusters Score -1065100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1065106.875000 Penalty: 4473.633301
	Iteration 31Q: 3 clusters Score -1065107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1065111.500000 Penalty: 4473.633301
	Iteration 32Q: 3 clusters Score -1065112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1065114.750000 Penalty: 4473.633301
	Iteration 33Q: 3 clusters Score -1065115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1065117.000000 Penalty: 4473.633301
	Iteration 34Q: 3 clusters Score -1065117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1065119.125000 Penalty: 4473.633301
	Iteration 35Q: 3 clusters Score -1065119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1065119.125000 Penalty: 4473.633301
	Iteration 36F: 3 clusters Score -1065119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -1184944.875000 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -1184945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1178030.000000 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -1178030 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1180015.750000 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -1180016 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1180277.250000 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -1180277 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1180459.750000 Penalty: 4501.189453
	Iteration 3Q: 3 clusters Score -1180460 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1180597.625000 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -1180598 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1180698.250000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -1180698 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1180785.375000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -1180785 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1180861.125000 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -1180861 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1180930.000000 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -1180930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1180986.125000 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -1180986 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1181025.125000 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -1181025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1181062.875000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -1181063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1181101.625000 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -1181102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1181146.250000 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -1181146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1181191.375000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -1181191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1181228.750000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -1181229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1181273.250000 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -1181273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1181313.375000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -1181313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1181346.750000 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -1181347 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1181387.625000 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -1181388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1181425.125000 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -1181425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1181474.125000 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -1181474 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1181540.500000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -1181540 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1181635.875000 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -1181636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1181733.500000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -1181734 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1181825.250000 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -1181825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1181922.500000 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -1181922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1182019.750000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -1182020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1182126.375000 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -1182126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1182230.375000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -1182230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1182335.875000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -1182336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1182426.500000 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -1182426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1182523.375000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -1182523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1182599.875000 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -1182600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1182664.000000 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -1182664 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1182712.875000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -1182713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1182761.375000 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -1182761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1182800.625000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -1182801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1182827.500000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -1182828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1182845.750000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -1182846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1182866.125000 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -1182866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1182885.000000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -1182885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1182899.625000 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -1182900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1182917.500000 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -1182918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1182928.625000 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -1182929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1182938.875000 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -1182939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1182952.500000 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -1182952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1182961.000000 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -1182961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1182961.875000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -1182962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1182965.000000 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -1182965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1182965.750000 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -1182966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1182966.375000 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -1182966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1182966.375000 Penalty: 4501.189453
	Iteration 52F: 3 clusters Score -1182966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -820703.437500 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -820703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -815334.000000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -815334 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -816772.562500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -816772.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -817063.000000 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -817063 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -817262.562500 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -817262.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -817440.562500 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -817440.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -817617.500000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -817617.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -817776.187500 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -817776.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -817911.625000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -817911.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -818043.562500 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -818043.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -818172.625000 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -818172.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -818291.875000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -818291.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -818392.062500 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -818392.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -818471.687500 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -818471.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -818546.187500 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -818546.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -818600.375000 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -818600.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -818644.937500 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -818644.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -818677.625000 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -818677.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -818703.687500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -818703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -818733.125000 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -818733.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -818758.625000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -818758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -818767.875000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -818767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -818772.937500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -818772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -818776.937500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -818776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -818778.625000 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -818778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -818779.625000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -818779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -818783.312500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -818783.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -818784.750000 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -818784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -818786.312500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -818786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -818789.687500 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -818789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -818791.312500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -818791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -818791.500000 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -818791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -818792.250000 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -818792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -818793.875000 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -818793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -818796.375000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -818796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -818798.437500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -818798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -818800.125000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -818800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -818802.250000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -818802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -818804.625000 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -818804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -818804.562500 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -818804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -818804.562500 Penalty: 4346.893066
	Iteration 39F: 3 clusters Score -818804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154211.984375 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152192.312500 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152192.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152500.640625 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -152500.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152573.718750 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -152573.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152605.843750 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -152605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152625.000000 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -152625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152636.187500 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -152636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152642.828125 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -152642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152648.453125 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -152648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152654.687500 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -152654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152658.437500 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -152658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -152662.156250 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -152662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152669.609375 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -152669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152671.078125 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -152671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152672.015625 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -152672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152672.921875 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -152672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152673.812500 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -152673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152674.046875 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -152674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152674.046875 Penalty: 3491.236572
	Iteration 17F: 3 clusters Score -152674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -925293.437500 Penalty: 2208.751953
	Iteration 0F: 2 clusters Score -925293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -919249.062500 Penalty: 4417.503906
	Iteration 0F: 3 clusters Score -919249.1 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -921087.625000 Penalty: 4417.503906
	Iteration 1F: 3 clusters Score -921087.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -921577.000000 Penalty: 4417.503906
	Iteration 2F: 3 clusters Score -921577 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -921966.125000 Penalty: 4417.503906
	Iteration 3F: 3 clusters Score -921966.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -922355.687500 Penalty: 4417.503906
	Iteration 4F: 3 clusters Score -922355.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -922737.937500 Penalty: 4417.503906
	Iteration 5F: 3 clusters Score -922737.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -923088.812500 Penalty: 4417.503906
	Iteration 6F: 3 clusters Score -923088.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -923422.875000 Penalty: 4417.503906
	Iteration 7Q: 3 clusters Score -923422.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -923673.187500 Penalty: 4417.503906
	Iteration 8Q: 3 clusters Score -923673.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -923829.187500 Penalty: 4417.503906
	Iteration 9Q: 3 clusters Score -923829.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -923908.375000 Penalty: 4417.503906
	Iteration 10Q: 3 clusters Score -923908.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -923964.937500 Penalty: 4417.503906
	Iteration 11Q: 3 clusters Score -923964.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -924003.312500 Penalty: 4417.503906
	Iteration 12Q: 3 clusters Score -924003.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -924019.562500 Penalty: 4417.503906
	Iteration 13Q: 3 clusters Score -924019.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -924030.625000 Penalty: 4417.503906
	Iteration 14Q: 3 clusters Score -924030.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -924041.750000 Penalty: 4417.503906
	Iteration 15Q: 3 clusters Score -924041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -924046.250000 Penalty: 4417.503906
	Iteration 16Q: 3 clusters Score -924046.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -924049.875000 Penalty: 4417.503906
	Iteration 17Q: 3 clusters Score -924049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -924053.187500 Penalty: 4417.503906
	Iteration 18Q: 3 clusters Score -924053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -924053.937500 Penalty: 4417.503906
	Iteration 19Q: 3 clusters Score -924053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -924054.562500 Penalty: 4417.503906
	Iteration 20F: 3 clusters Score -924054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -924056.937500 Penalty: 4417.503906
	Iteration 21Q: 3 clusters Score -924056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -924058.750000 Penalty: 4417.503906
	Iteration 22Q: 3 clusters Score -924058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -924061.000000 Penalty: 4417.503906
	Iteration 23Q: 3 clusters Score -924061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -924061.812500 Penalty: 4417.503906
	Iteration 24Q: 3 clusters Score -924061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -924062.187500 Penalty: 4417.503906
	Iteration 25Q: 3 clusters Score -924062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -924065.562500 Penalty: 4417.503906
	Iteration 26Q: 3 clusters Score -924065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -924066.000000 Penalty: 4417.503906
	Iteration 27Q: 3 clusters Score -924066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -924066.187500 Penalty: 4417.503906
	Iteration 28Q: 3 clusters Score -924066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -924068.687500 Penalty: 4417.503906
	Iteration 29Q: 3 clusters Score -924068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -924071.250000 Penalty: 4417.503906
	Iteration 30Q: 3 clusters Score -924071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -924069.812500 Penalty: 4417.503906
	Iteration 31Q: 3 clusters Score -924069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -924071.562500 Penalty: 4417.503906
	Iteration 32Q: 3 clusters Score -924071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -924069.750000 Penalty: 4417.503906
	Iteration 33Q: 3 clusters Score -924069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -924069.750000 Penalty: 4417.503906
	Iteration 34F: 3 clusters Score -924069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Entering Unmasked Estep 
Score: -15372285.000000 Penalty: 2887.626709
	Iteration 0F: 2 clusters Score -1.537228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -15296112.000000 Penalty: 5775.253418
	Iteration 0F: 3 clusters Score -1.529611e+07 nChanged 54305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -15326893.000000 Penalty: 5775.253418
	Iteration 1F: 3 clusters Score -1.532689e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -15327814.000000 Penalty: 5775.253418
	Iteration 2Q: 3 clusters Score -1.532781e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -15328861.000000 Penalty: 5775.253418
	Iteration 3Q: 3 clusters Score -1.532886e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -15330426.000000 Penalty: 5775.253418
	Iteration 4Q: 3 clusters Score -1.533043e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -15332966.000000 Penalty: 5775.253418
	Iteration 5Q: 3 clusters Score -1.533297e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -15336513.000000 Penalty: 5775.253418
	Iteration 6F: 3 clusters Score -1.533651e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -15341287.000000 Penalty: 5775.253418
	Iteration 7F: 3 clusters Score -1.534129e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -15346884.000000 Penalty: 5775.253418
	Iteration 8F: 3 clusters Score -1.534688e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -15352564.000000 Penalty: 5775.253418
	Iteration 9F: 3 clusters Score -1.535256e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -15358079.000000 Penalty: 5775.253418
	Iteration 10F: 3 clusters Score -1.535808e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -15362955.000000 Penalty: 5775.253418
	Iteration 11Q: 3 clusters Score -1.536296e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -15366477.000000 Penalty: 5775.253418
	Iteration 12Q: 3 clusters Score -1.536648e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15368303.000000 Penalty: 5775.253418
	Iteration 13Q: 3 clusters Score -1.53683e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15369083.000000 Penalty: 5775.253418
	Iteration 14Q: 3 clusters Score -1.536908e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15369434.000000 Penalty: 5775.253418
	Iteration 15Q: 3 clusters Score -1.536943e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15369581.000000 Penalty: 5775.253418
	Iteration 16Q: 3 clusters Score -1.536958e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15369648.000000 Penalty: 5775.253418
	Iteration 17Q: 3 clusters Score -1.536965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15369701.000000 Penalty: 5775.253418
	Iteration 18Q: 3 clusters Score -1.53697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15369745.000000 Penalty: 5775.253418
	Iteration 19Q: 3 clusters Score -1.536974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15369764.000000 Penalty: 5775.253418
	Iteration 20F: 3 clusters Score -1.536976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15369777.000000 Penalty: 5775.253418
	Iteration 21Q: 3 clusters Score -1.536978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15369779.000000 Penalty: 5775.253418
	Iteration 22Q: 3 clusters Score -1.536978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15369783.000000 Penalty: 5775.253418
	Iteration 23Q: 3 clusters Score -1.536978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15369785.000000 Penalty: 5775.253418
	Iteration 24Q: 3 clusters Score -1.536978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15369775.000000 Penalty: 5775.253418
	Iteration 25Q: 3 clusters Score -1.536978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15369779.000000 Penalty: 5775.253418
	Iteration 26Q: 3 clusters Score -1.536978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15369788.000000 Penalty: 5775.253418
	Iteration 27Q: 3 clusters Score -1.536979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15369793.000000 Penalty: 5775.253418
	Iteration 28Q: 3 clusters Score -1.536979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15369789.000000 Penalty: 5775.253418
	Iteration 29Q: 3 clusters Score -1.536979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15369794.000000 Penalty: 5775.253418
	Iteration 30Q: 3 clusters Score -1.536979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15369794.000000 Penalty: 5775.253418
	Iteration 31F: 3 clusters Score -1.536979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (99215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Entering Unmasked Estep 
Score: -13443155.000000 Penalty: 2853.251221
	Iteration 0F: 2 clusters Score -1.344316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -13376924.000000 Penalty: 5706.502441
	Iteration 0F: 3 clusters Score -1.337692e+07 nChanged 46830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -13403558.000000 Penalty: 5706.502441
	Iteration 1F: 3 clusters Score -1.340356e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -13404484.000000 Penalty: 5706.502441
	Iteration 2Q: 3 clusters Score -1.340448e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -13405642.000000 Penalty: 5706.502441
	Iteration 3Q: 3 clusters Score -1.340564e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -13406943.000000 Penalty: 5706.502441
	Iteration 4Q: 3 clusters Score -1.340694e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -13408459.000000 Penalty: 5706.502441
	Iteration 5Q: 3 clusters Score -1.340846e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -13410108.000000 Penalty: 5706.502441
	Iteration 6Q: 3 clusters Score -1.341011e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -13412083.000000 Penalty: 5706.502441
	Iteration 7Q: 3 clusters Score -1.341208e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -13414511.000000 Penalty: 5706.502441
	Iteration 8Q: 3 clusters Score -1.341451e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -13417575.000000 Penalty: 5706.502441
	Iteration 9F: 3 clusters Score -1.341758e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -13421017.000000 Penalty: 5706.502441
	Iteration 10F: 3 clusters Score -1.342102e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -13424533.000000 Penalty: 5706.502441
	Iteration 11F: 3 clusters Score -1.342453e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -13427436.000000 Penalty: 5706.502441
	Iteration 12Q: 3 clusters Score -1.342744e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -13429235.000000 Penalty: 5706.502441
	Iteration 13Q: 3 clusters Score -1.342924e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -13430265.000000 Penalty: 5706.502441
	Iteration 14Q: 3 clusters Score -1.343026e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -13431028.000000 Penalty: 5706.502441
	Iteration 15Q: 3 clusters Score -1.343103e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -13431839.000000 Penalty: 5706.502441
	Iteration 16Q: 3 clusters Score -1.343184e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -13432771.000000 Penalty: 5706.502441
	Iteration 17Q: 3 clusters Score -1.343277e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -13433861.000000 Penalty: 5706.502441
	Iteration 18Q: 3 clusters Score -1.343386e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -13435038.000000 Penalty: 5706.502441
	Iteration 19Q: 3 clusters Score -1.343504e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -13436093.000000 Penalty: 5706.502441
	Iteration 20F: 3 clusters Score -1.343609e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -13437065.000000 Penalty: 5706.502441
	Iteration 21Q: 3 clusters Score -1.343706e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -13437984.000000 Penalty: 5706.502441
	Iteration 22Q: 3 clusters Score -1.343798e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -13438686.000000 Penalty: 5706.502441
	Iteration 23Q: 3 clusters Score -1.343869e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -13439309.000000 Penalty: 5706.502441
	Iteration 24Q: 3 clusters Score -1.343931e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -13439788.000000 Penalty: 5706.502441
	Iteration 25Q: 3 clusters Score -1.343979e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -13440175.000000 Penalty: 5706.502441
	Iteration 26Q: 3 clusters Score -1.344018e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -13440547.000000 Penalty: 5706.502441
	Iteration 27Q: 3 clusters Score -1.344055e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -13440882.000000 Penalty: 5706.502441
	Iteration 28Q: 3 clusters Score -1.344088e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -13441248.000000 Penalty: 5706.502441
	Iteration 29Q: 3 clusters Score -1.344125e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -13441452.000000 Penalty: 5706.502441
	Iteration 30Q: 3 clusters Score -1.344145e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -13441734.000000 Penalty: 5706.502441
	Iteration 31Q: 3 clusters Score -1.344173e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -13441888.000000 Penalty: 5706.502441
	Iteration 32Q: 3 clusters Score -1.344189e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -13442067.000000 Penalty: 5706.502441
	Iteration 33Q: 3 clusters Score -1.344207e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -13442239.000000 Penalty: 5706.502441
	Iteration 34Q: 3 clusters Score -1.344224e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -13442412.000000 Penalty: 5706.502441
	Iteration 35Q: 3 clusters Score -1.344241e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -13442565.000000 Penalty: 5706.502441
	Iteration 36Q: 3 clusters Score -1.344256e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -13442693.000000 Penalty: 5706.502441
	Iteration 37Q: 3 clusters Score -1.344269e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -13442793.000000 Penalty: 5706.502441
	Iteration 38Q: 3 clusters Score -1.344279e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -13442900.000000 Penalty: 5706.502441
	Iteration 39Q: 3 clusters Score -1.34429e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -13442980.000000 Penalty: 5706.502441
	Iteration 40F: 3 clusters Score -1.344298e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -13443044.000000 Penalty: 5706.502441
	Iteration 41Q: 3 clusters Score -1.344304e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -13443097.000000 Penalty: 5706.502441
	Iteration 42Q: 3 clusters Score -1.34431e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -13443156.000000 Penalty: 5706.502441
	Iteration 43Q: 3 clusters Score -1.344316e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -13443188.000000 Penalty: 5706.502441
	Iteration 44Q: 3 clusters Score -1.344319e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -13443217.000000 Penalty: 5706.502441
	Iteration 45Q: 3 clusters Score -1.344322e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13443248.000000 Penalty: 5706.502441
	Iteration 46Q: 3 clusters Score -1.344325e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -13443238.000000 Penalty: 5706.502441
	Iteration 47Q: 3 clusters Score -1.344324e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -13443262.000000 Penalty: 5706.502441
	Iteration 48Q: 3 clusters Score -1.344326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -13443260.000000 Penalty: 5706.502441
	Iteration 49Q: 3 clusters Score -1.344326e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13443273.000000 Penalty: 5706.502441
	Iteration 50Q: 3 clusters Score -1.344327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -13443279.000000 Penalty: 5706.502441
	Iteration 51Q: 3 clusters Score -1.344328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -13443281.000000 Penalty: 5706.502441
	Iteration 52Q: 3 clusters Score -1.344328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -13443288.000000 Penalty: 5706.502441
	Iteration 53Q: 3 clusters Score -1.344329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -13443301.000000 Penalty: 5706.502441
	Iteration 54Q: 3 clusters Score -1.34433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -13443299.000000 Penalty: 5706.502441
	Iteration 55Q: 3 clusters Score -1.34433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -13443294.000000 Penalty: 5706.502441
	Iteration 56Q: 3 clusters Score -1.344329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -13443308.000000 Penalty: 5706.502441
	Iteration 57Q: 3 clusters Score -1.344331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13443319.000000 Penalty: 5706.502441
	Iteration 58Q: 3 clusters Score -1.344332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -13443323.000000 Penalty: 5706.502441
	Iteration 59Q: 3 clusters Score -1.344332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13443315.000000 Penalty: 5706.502441
	Iteration 60F: 3 clusters Score -1.344332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13443341.000000 Penalty: 5706.502441
	Iteration 61Q: 3 clusters Score -1.344334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -13443345.000000 Penalty: 5706.502441
	Iteration 62Q: 3 clusters Score -1.344334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -13443341.000000 Penalty: 5706.502441
	Iteration 63Q: 3 clusters Score -1.344334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13443334.000000 Penalty: 5706.502441
	Iteration 64Q: 3 clusters Score -1.344333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -13443336.000000 Penalty: 5706.502441
	Iteration 65Q: 3 clusters Score -1.344334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -13443338.000000 Penalty: 5706.502441
	Iteration 66Q: 3 clusters Score -1.344334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13443335.000000 Penalty: 5706.502441
	Iteration 67Q: 3 clusters Score -1.344334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -13443337.000000 Penalty: 5706.502441
	Iteration 68Q: 3 clusters Score -1.344334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13443338.000000 Penalty: 5706.502441
	Iteration 69Q: 3 clusters Score -1.344334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -13443337.000000 Penalty: 5706.502441
	Iteration 70Q: 3 clusters Score -1.344334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13443341.000000 Penalty: 5706.502441
	Iteration 71Q: 3 clusters Score -1.344334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -13443332.000000 Penalty: 5706.502441
	Iteration 72Q: 3 clusters Score -1.344333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -13443344.000000 Penalty: 5706.502441
	Iteration 73Q: 3 clusters Score -1.344334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13443352.000000 Penalty: 5706.502441
	Iteration 74Q: 3 clusters Score -1.344335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13443358.000000 Penalty: 5706.502441
	Iteration 75Q: 3 clusters Score -1.344336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -13443353.000000 Penalty: 5706.502441
	Iteration 76Q: 3 clusters Score -1.344335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13443367.000000 Penalty: 5706.502441
	Iteration 77Q: 3 clusters Score -1.344337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -13443343.000000 Penalty: 5706.502441
	Iteration 78Q: 3 clusters Score -1.344334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -13443341.000000 Penalty: 5706.502441
	Iteration 79Q: 3 clusters Score -1.344334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -13443341.000000 Penalty: 5706.502441
	Iteration 80F: 3 clusters Score -1.344334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 141499 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 113966 members 
Mstep: Class 13 contains 96231 members 
Mstep: Class 14 contains 76960 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 42216 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 91768 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 8177 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 246244 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1315 members 
Mstep: Class 32 contains 2984 members 
Entering Unmasked Estep 
Score: -134139296.000000 Penalty: 109721.601562
Splitting cluster 13 changes total score from -134139888.000000 to -134139296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (76960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Entering Unmasked Estep 
Score: -10267301.000000 Penalty: 2790.258301
	Iteration 0F: 2 clusters Score -1.02673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -10215838.000000 Penalty: 5580.516602
	Iteration 0F: 3 clusters Score -1.021584e+07 nChanged 35984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -10236490.000000 Penalty: 5580.516602
	Iteration 1F: 3 clusters Score -1.023649e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -10237681.000000 Penalty: 5580.516602
	Iteration 2Q: 3 clusters Score -1.023768e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -10239129.000000 Penalty: 5580.516602
	Iteration 3Q: 3 clusters Score -1.023913e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -10240992.000000 Penalty: 5580.516602
	Iteration 4Q: 3 clusters Score -1.024099e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -10243396.000000 Penalty: 5580.516602
	Iteration 5F: 3 clusters Score -1.02434e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -10246082.000000 Penalty: 5580.516602
	Iteration 6F: 3 clusters Score -1.024608e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -10249034.000000 Penalty: 5580.516602
	Iteration 7F: 3 clusters Score -1.024903e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -10252142.000000 Penalty: 5580.516602
	Iteration 8F: 3 clusters Score -1.025214e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -10254466.000000 Penalty: 5580.516602
	Iteration 9Q: 3 clusters Score -1.025447e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -10256139.000000 Penalty: 5580.516602
	Iteration 10Q: 3 clusters Score -1.025614e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -10257213.000000 Penalty: 5580.516602
	Iteration 11Q: 3 clusters Score -1.025721e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -10258016.000000 Penalty: 5580.516602
	Iteration 12Q: 3 clusters Score -1.025802e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10258690.000000 Penalty: 5580.516602
	Iteration 13Q: 3 clusters Score -1.025869e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -10259257.000000 Penalty: 5580.516602
	Iteration 14Q: 3 clusters Score -1.025926e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -10259746.000000 Penalty: 5580.516602
	Iteration 15Q: 3 clusters Score -1.025975e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -10260168.000000 Penalty: 5580.516602
	Iteration 16Q: 3 clusters Score -1.026017e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10260636.000000 Penalty: 5580.516602
	Iteration 17Q: 3 clusters Score -1.026064e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -10261048.000000 Penalty: 5580.516602
	Iteration 18Q: 3 clusters Score -1.026105e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -10261395.000000 Penalty: 5580.516602
	Iteration 19Q: 3 clusters Score -1.02614e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -10261740.000000 Penalty: 5580.516602
	Iteration 20F: 3 clusters Score -1.026174e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -10262110.000000 Penalty: 5580.516602
	Iteration 21Q: 3 clusters Score -1.026211e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -10262381.000000 Penalty: 5580.516602
	Iteration 22Q: 3 clusters Score -1.026238e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -10262684.000000 Penalty: 5580.516602
	Iteration 23Q: 3 clusters Score -1.026268e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -10262916.000000 Penalty: 5580.516602
	Iteration 24Q: 3 clusters Score -1.026292e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -10263081.000000 Penalty: 5580.516602
	Iteration 25Q: 3 clusters Score -1.026308e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -10263282.000000 Penalty: 5580.516602
	Iteration 26Q: 3 clusters Score -1.026328e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -10263406.000000 Penalty: 5580.516602
	Iteration 27Q: 3 clusters Score -1.026341e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -10263536.000000 Penalty: 5580.516602
	Iteration 28Q: 3 clusters Score -1.026354e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -10263660.000000 Penalty: 5580.516602
	Iteration 29Q: 3 clusters Score -1.026366e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -10263827.000000 Penalty: 5580.516602
	Iteration 30Q: 3 clusters Score -1.026383e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -10263942.000000 Penalty: 5580.516602
	Iteration 31Q: 3 clusters Score -1.026394e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -10264048.000000 Penalty: 5580.516602
	Iteration 32Q: 3 clusters Score -1.026405e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -10264146.000000 Penalty: 5580.516602
	Iteration 33Q: 3 clusters Score -1.026415e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -10264217.000000 Penalty: 5580.516602
	Iteration 34Q: 3 clusters Score -1.026422e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -10264286.000000 Penalty: 5580.516602
	Iteration 35Q: 3 clusters Score -1.026429e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -10264345.000000 Penalty: 5580.516602
	Iteration 36Q: 3 clusters Score -1.026434e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -10264406.000000 Penalty: 5580.516602
	Iteration 37Q: 3 clusters Score -1.026441e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -10264447.000000 Penalty: 5580.516602
	Iteration 38Q: 3 clusters Score -1.026445e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -10264458.000000 Penalty: 5580.516602
	Iteration 39Q: 3 clusters Score -1.026446e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -10264499.000000 Penalty: 5580.516602
	Iteration 40F: 3 clusters Score -1.02645e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -10264527.000000 Penalty: 5580.516602
	Iteration 41Q: 3 clusters Score -1.026453e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -10264530.000000 Penalty: 5580.516602
	Iteration 42Q: 3 clusters Score -1.026453e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -10264545.000000 Penalty: 5580.516602
	Iteration 43Q: 3 clusters Score -1.026454e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -10264590.000000 Penalty: 5580.516602
	Iteration 44Q: 3 clusters Score -1.026459e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -10264611.000000 Penalty: 5580.516602
	Iteration 45Q: 3 clusters Score -1.026461e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -10264620.000000 Penalty: 5580.516602
	Iteration 46Q: 3 clusters Score -1.026462e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -10264639.000000 Penalty: 5580.516602
	Iteration 47Q: 3 clusters Score -1.026464e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -10264678.000000 Penalty: 5580.516602
	Iteration 48Q: 3 clusters Score -1.026468e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -10264683.000000 Penalty: 5580.516602
	Iteration 49Q: 3 clusters Score -1.026468e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -10264684.000000 Penalty: 5580.516602
	Iteration 50Q: 3 clusters Score -1.026468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -10264693.000000 Penalty: 5580.516602
	Iteration 51Q: 3 clusters Score -1.026469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -10264718.000000 Penalty: 5580.516602
	Iteration 52Q: 3 clusters Score -1.026472e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -10264730.000000 Penalty: 5580.516602
	Iteration 53Q: 3 clusters Score -1.026473e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -10264735.000000 Penalty: 5580.516602
	Iteration 54Q: 3 clusters Score -1.026474e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -10264745.000000 Penalty: 5580.516602
	Iteration 55Q: 3 clusters Score -1.026474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -10264752.000000 Penalty: 5580.516602
	Iteration 56Q: 3 clusters Score -1.026475e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -10264765.000000 Penalty: 5580.516602
	Iteration 57Q: 3 clusters Score -1.026476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -10264770.000000 Penalty: 5580.516602
	Iteration 58Q: 3 clusters Score -1.026477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -10264777.000000 Penalty: 5580.516602
	Iteration 59Q: 3 clusters Score -1.026478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -10264803.000000 Penalty: 5580.516602
	Iteration 60F: 3 clusters Score -1.02648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -10264819.000000 Penalty: 5580.516602
	Iteration 61Q: 3 clusters Score -1.026482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -10264829.000000 Penalty: 5580.516602
	Iteration 62Q: 3 clusters Score -1.026483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -10264843.000000 Penalty: 5580.516602
	Iteration 63Q: 3 clusters Score -1.026484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -10264858.000000 Penalty: 5580.516602
	Iteration 64Q: 3 clusters Score -1.026486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -10264847.000000 Penalty: 5580.516602
	Iteration 65Q: 3 clusters Score -1.026485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -10264851.000000 Penalty: 5580.516602
	Iteration 66Q: 3 clusters Score -1.026485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -10264858.000000 Penalty: 5580.516602
	Iteration 67Q: 3 clusters Score -1.026486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -10264846.000000 Penalty: 5580.516602
	Iteration 68Q: 3 clusters Score -1.026485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -10264846.000000 Penalty: 5580.516602
	Iteration 69Q: 3 clusters Score -1.026485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -10264848.000000 Penalty: 5580.516602
	Iteration 70Q: 3 clusters Score -1.026485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -10264852.000000 Penalty: 5580.516602
	Iteration 71Q: 3 clusters Score -1.026485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -10264867.000000 Penalty: 5580.516602
	Iteration 72Q: 3 clusters Score -1.026487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -10264873.000000 Penalty: 5580.516602
	Iteration 73Q: 3 clusters Score -1.026487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -10264868.000000 Penalty: 5580.516602
	Iteration 74Q: 3 clusters Score -1.026487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -10264877.000000 Penalty: 5580.516602
	Iteration 75Q: 3 clusters Score -1.026488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -10264873.000000 Penalty: 5580.516602
	Iteration 76Q: 3 clusters Score -1.026487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -10264874.000000 Penalty: 5580.516602
	Iteration 77Q: 3 clusters Score -1.026487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -10264882.000000 Penalty: 5580.516602
	Iteration 78Q: 3 clusters Score -1.026488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -10264885.000000 Penalty: 5580.516602
	Iteration 79Q: 3 clusters Score -1.026488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -10264884.000000 Penalty: 5580.516602
	Iteration 80F: 3 clusters Score -1.026488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -10264881.000000 Penalty: 5580.516602
	Iteration 81Q: 3 clusters Score -1.026488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -10264884.000000 Penalty: 5580.516602
	Iteration 82Q: 3 clusters Score -1.026488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -10264893.000000 Penalty: 5580.516602
	Iteration 83Q: 3 clusters Score -1.026489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -10264901.000000 Penalty: 5580.516602
	Iteration 84Q: 3 clusters Score -1.02649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -10264894.000000 Penalty: 5580.516602
	Iteration 85Q: 3 clusters Score -1.026489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -10264893.000000 Penalty: 5580.516602
	Iteration 86Q: 3 clusters Score -1.026489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -10264901.000000 Penalty: 5580.516602
	Iteration 87Q: 3 clusters Score -1.02649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -10264900.000000 Penalty: 5580.516602
	Iteration 88Q: 3 clusters Score -1.02649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -10264905.000000 Penalty: 5580.516602
	Iteration 89Q: 3 clusters Score -1.02649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -10264908.000000 Penalty: 5580.516602
	Iteration 90Q: 3 clusters Score -1.026491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -10264912.000000 Penalty: 5580.516602
	Iteration 91Q: 3 clusters Score -1.026491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -10264903.000000 Penalty: 5580.516602
	Iteration 92Q: 3 clusters Score -1.02649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -10264904.000000 Penalty: 5580.516602
	Iteration 93Q: 3 clusters Score -1.02649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -10264912.000000 Penalty: 5580.516602
	Iteration 94Q: 3 clusters Score -1.026491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -10264912.000000 Penalty: 5580.516602
	Iteration 95Q: 3 clusters Score -1.026491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -10264911.000000 Penalty: 5580.516602
	Iteration 96Q: 3 clusters Score -1.026491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -10264905.000000 Penalty: 5580.516602
	Iteration 97Q: 3 clusters Score -1.02649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -10264899.000000 Penalty: 5580.516602
	Iteration 98Q: 3 clusters Score -1.02649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -10264894.000000 Penalty: 5580.516602
	Iteration 99Q: 3 clusters Score -1.026489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -10264898.000000 Penalty: 5580.516602
	Iteration 100F: 3 clusters Score -1.02649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -1168601.750000 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -1168602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1161515.875000 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -1161516 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1163479.125000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -1163479 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1163825.500000 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -1163826 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1164092.250000 Penalty: 4517.335938
	Iteration 3F: 3 clusters Score -1164092 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1164383.875000 Penalty: 4517.335938
	Iteration 4Q: 3 clusters Score -1164384 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1164719.250000 Penalty: 4517.335938
	Iteration 5F: 3 clusters Score -1164719 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1165135.375000 Penalty: 4517.335938
	Iteration 6F: 3 clusters Score -1165135 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1165598.000000 Penalty: 4517.335938
	Iteration 7F: 3 clusters Score -1165598 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1165977.250000 Penalty: 4517.335938
	Iteration 8F: 3 clusters Score -1165977 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1166257.125000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -1166257 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1166455.000000 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -1166455 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1166591.750000 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -1166592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1166690.000000 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -1166690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1166747.125000 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -1166747 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1166783.250000 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -1166783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1166804.625000 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -1166805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1166808.375000 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -1166808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1166813.375000 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -1166813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1166820.500000 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -1166820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1166820.375000 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -1166820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1166825.250000 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -1166825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1166827.875000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -1166828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1166827.375000 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -1166827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1166830.750000 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -1166831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1166833.625000 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -1166834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1166835.375000 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -1166835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1166836.000000 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -1166836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1166837.250000 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -1166837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1166839.000000 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -1166839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1166841.750000 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -1166842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1166843.625000 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -1166844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1166844.875000 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -1166845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1166845.625000 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -1166846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1166844.875000 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -1166845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1166844.000000 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -1166844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1166843.875000 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -1166844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1166844.500000 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -1166844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1166844.500000 Penalty: 4517.335938
	Iteration 37F: 3 clusters Score -1166844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Entering Unmasked Estep 
Score: -5804536.000000 Penalty: 2641.337646
	Iteration 0F: 2 clusters Score -5804536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5775931.500000 Penalty: 5282.675293
	Iteration 0F: 3 clusters Score -5775932 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5786695.500000 Penalty: 5282.675293
	Iteration 1F: 3 clusters Score -5786696 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5787377.500000 Penalty: 5282.675293
	Iteration 2Q: 3 clusters Score -5787378 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5788173.000000 Penalty: 5282.675293
	Iteration 3Q: 3 clusters Score -5788173 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5789214.500000 Penalty: 5282.675293
	Iteration 4Q: 3 clusters Score -5789214 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5790747.500000 Penalty: 5282.675293
	Iteration 5F: 3 clusters Score -5790748 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5792640.500000 Penalty: 5282.675293
	Iteration 6F: 3 clusters Score -5792640 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5794626.000000 Penalty: 5282.675293
	Iteration 7F: 3 clusters Score -5794626 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5796502.000000 Penalty: 5282.675293
	Iteration 8F: 3 clusters Score -5796502 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -5798145.500000 Penalty: 5282.675293
	Iteration 9F: 3 clusters Score -5798146 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5799493.500000 Penalty: 5282.675293
	Iteration 10Q: 3 clusters Score -5799494 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5800500.000000 Penalty: 5282.675293
	Iteration 11Q: 3 clusters Score -5800500 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5801161.000000 Penalty: 5282.675293
	Iteration 12Q: 3 clusters Score -5801161 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -5801555.500000 Penalty: 5282.675293
	Iteration 13Q: 3 clusters Score -5801556 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5801785.000000 Penalty: 5282.675293
	Iteration 14Q: 3 clusters Score -5801785 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5801956.000000 Penalty: 5282.675293
	Iteration 15Q: 3 clusters Score -5801956 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5802114.500000 Penalty: 5282.675293
	Iteration 16Q: 3 clusters Score -5802114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5802140.500000 Penalty: 5282.675293
	Iteration 17Q: 3 clusters Score -5802140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5802230.000000 Penalty: 5282.675293
	Iteration 18Q: 3 clusters Score -5802230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5802266.000000 Penalty: 5282.675293
	Iteration 19Q: 3 clusters Score -5802266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5802325.500000 Penalty: 5282.675293
	Iteration 20F: 3 clusters Score -5802326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5802349.000000 Penalty: 5282.675293
	Iteration 21Q: 3 clusters Score -5802349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5802369.000000 Penalty: 5282.675293
	Iteration 22Q: 3 clusters Score -5802369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5802389.000000 Penalty: 5282.675293
	Iteration 23Q: 3 clusters Score -5802389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5802406.500000 Penalty: 5282.675293
	Iteration 24Q: 3 clusters Score -5802406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5802414.500000 Penalty: 5282.675293
	Iteration 25Q: 3 clusters Score -5802414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5802428.000000 Penalty: 5282.675293
	Iteration 26Q: 3 clusters Score -5802428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -5802426.000000 Penalty: 5282.675293
	Iteration 27Q: 3 clusters Score -5802426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5802422.500000 Penalty: 5282.675293
	Iteration 28Q: 3 clusters Score -5802422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5802430.500000 Penalty: 5282.675293
	Iteration 29Q: 3 clusters Score -5802430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5802429.500000 Penalty: 5282.675293
	Iteration 30Q: 3 clusters Score -5802430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5802426.000000 Penalty: 5282.675293
	Iteration 31Q: 3 clusters Score -5802426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5802434.500000 Penalty: 5282.675293
	Iteration 32Q: 3 clusters Score -5802434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5802440.000000 Penalty: 5282.675293
	Iteration 33Q: 3 clusters Score -5802440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5802438.000000 Penalty: 5282.675293
	Iteration 34Q: 3 clusters Score -5802438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5802439.000000 Penalty: 5282.675293
	Iteration 35Q: 3 clusters Score -5802439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5802443.500000 Penalty: 5282.675293
	Iteration 36Q: 3 clusters Score -5802444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5802445.000000 Penalty: 5282.675293
	Iteration 37Q: 3 clusters Score -5802445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5802449.000000 Penalty: 5282.675293
	Iteration 38Q: 3 clusters Score -5802449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5802449.000000 Penalty: 5282.675293
	Iteration 39F: 3 clusters Score -5802449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -298079.875000 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -298079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295235.500000 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -295235.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295975.593750 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -295975.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296388.750000 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -296388.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -296758.343750 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -296758.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -297118.093750 Penalty: 3865.209961
	Iteration 4F: 3 clusters Score -297118.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -297402.968750 Penalty: 3865.209961
	Iteration 5F: 3 clusters Score -297403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297554.750000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -297554.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -297637.125000 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -297637.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -297696.906250 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -297696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -297728.750000 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -297728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -297752.656250 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -297752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -297777.031250 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -297777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -297788.281250 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -297788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -297796.531250 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -297796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -297798.843750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -297798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -297800.312500 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -297800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -297800.937500 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -297800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -297801.843750 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -297801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -297801.843750 Penalty: 3865.209961
	Iteration 18F: 3 clusters Score -297801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -119132.296875 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -119132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117276.828125 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -117276.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117600.781250 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117600.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117814.304688 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117814.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -117956.523438 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117956.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -118025.984375 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -118026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -118083.351562 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -118083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -118122.257812 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118122.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -118161.031250 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -118188.078125 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -118211.281250 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118211.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -118227.921875 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118230.132812 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -118232.421875 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -118237.937500 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -118241.867188 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -118247.867188 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -118249.953125 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -118251.390625 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -118251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -118251.390625 Penalty: 3381.100830
	Iteration 18F: 3 clusters Score -118251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Entering Unmasked Estep 
Score: -4925173.500000 Penalty: 2605.982666
	Iteration 0F: 2 clusters Score -4925174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4900285.000000 Penalty: 5211.965332
	Iteration 0F: 3 clusters Score -4900285 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4909269.000000 Penalty: 5211.965332
	Iteration 1F: 3 clusters Score -4909269 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4909739.000000 Penalty: 5211.965332
	Iteration 2Q: 3 clusters Score -4909739 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4910150.500000 Penalty: 5211.965332
	Iteration 3Q: 3 clusters Score -4910150 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4910519.500000 Penalty: 5211.965332
	Iteration 4Q: 3 clusters Score -4910520 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4910902.000000 Penalty: 5211.965332
	Iteration 5Q: 3 clusters Score -4910902 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4911353.500000 Penalty: 5211.965332
	Iteration 6Q: 3 clusters Score -4911354 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4912000.000000 Penalty: 5211.965332
	Iteration 7Q: 3 clusters Score -4912000 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -4912822.000000 Penalty: 5211.965332
	Iteration 8Q: 3 clusters Score -4912822 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4914055.000000 Penalty: 5211.965332
	Iteration 9F: 3 clusters Score -4914055 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4915707.000000 Penalty: 5211.965332
	Iteration 10F: 3 clusters Score -4915707 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4917727.000000 Penalty: 5211.965332
	Iteration 11F: 3 clusters Score -4917727 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4919689.000000 Penalty: 5211.965332
	Iteration 12F: 3 clusters Score -4919689 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4921162.500000 Penalty: 5211.965332
	Iteration 13Q: 3 clusters Score -4921162 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4922030.000000 Penalty: 5211.965332
	Iteration 14Q: 3 clusters Score -4922030 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4922457.000000 Penalty: 5211.965332
	Iteration 15Q: 3 clusters Score -4922457 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4922682.000000 Penalty: 5211.965332
	Iteration 16Q: 3 clusters Score -4922682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4922782.500000 Penalty: 5211.965332
	Iteration 17Q: 3 clusters Score -4922782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4922871.000000 Penalty: 5211.965332
	Iteration 18Q: 3 clusters Score -4922871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4922903.000000 Penalty: 5211.965332
	Iteration 19Q: 3 clusters Score -4922903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4922921.500000 Penalty: 5211.965332
	Iteration 20F: 3 clusters Score -4922922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4922928.500000 Penalty: 5211.965332
	Iteration 21Q: 3 clusters Score -4922928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4922942.000000 Penalty: 5211.965332
	Iteration 22Q: 3 clusters Score -4922942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4922948.500000 Penalty: 5211.965332
	Iteration 23Q: 3 clusters Score -4922948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4922967.500000 Penalty: 5211.965332
	Iteration 24Q: 3 clusters Score -4922968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4922976.500000 Penalty: 5211.965332
	Iteration 25Q: 3 clusters Score -4922976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4922975.000000 Penalty: 5211.965332
	Iteration 26Q: 3 clusters Score -4922975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4922979.000000 Penalty: 5211.965332
	Iteration 27Q: 3 clusters Score -4922979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4922979.500000 Penalty: 5211.965332
	Iteration 28Q: 3 clusters Score -4922980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4922977.500000 Penalty: 5211.965332
	Iteration 29Q: 3 clusters Score -4922978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -4922987.000000 Penalty: 5211.965332
	Iteration 30Q: 3 clusters Score -4922987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4922989.500000 Penalty: 5211.965332
	Iteration 31Q: 3 clusters Score -4922990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4922992.500000 Penalty: 5211.965332
	Iteration 32Q: 3 clusters Score -4922992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4922991.000000 Penalty: 5211.965332
	Iteration 33Q: 3 clusters Score -4922991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4922994.000000 Penalty: 5211.965332
	Iteration 34Q: 3 clusters Score -4922994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4922996.500000 Penalty: 5211.965332
	Iteration 35Q: 3 clusters Score -4922996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4922993.500000 Penalty: 5211.965332
	Iteration 36Q: 3 clusters Score -4922994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4922993.500000 Penalty: 5211.965332
	Iteration 37F: 3 clusters Score -4922994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -368550.375000 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -368550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -365402.593750 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -365402.6 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -365999.750000 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -365999.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -366197.375000 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -366197.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -366375.312500 Penalty: 3935.341064
	Iteration 3F: 3 clusters Score -366375.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -366548.000000 Penalty: 3935.341064
	Iteration 4F: 3 clusters Score -366548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366658.625000 Penalty: 3935.341064
	Iteration 5F: 3 clusters Score -366658.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -366751.406250 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -366751.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -366840.218750 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -366840.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -366908.531250 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -366908.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -366974.687500 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -366974.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -367032.750000 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -367032.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -367108.218750 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -367108.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -367159.312500 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -367159.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -367210.500000 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -367210.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -367254.906250 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -367254.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -367290.125000 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -367290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -367314.000000 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -367314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -367328.406250 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -367328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -367338.406250 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -367338.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -367358.562500 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -367358.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -367376.312500 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -367376.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -367393.937500 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -367393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -367405.562500 Penalty: 3935.341064
	Iteration 22Q: 3 clusters Score -367405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -367414.968750 Penalty: 3935.341064
	Iteration 23Q: 3 clusters Score -367415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -367420.500000 Penalty: 3935.341064
	Iteration 24Q: 3 clusters Score -367420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -367424.375000 Penalty: 3935.341064
	Iteration 25Q: 3 clusters Score -367424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -367426.718750 Penalty: 3935.341064
	Iteration 26Q: 3 clusters Score -367426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -367429.968750 Penalty: 3935.341064
	Iteration 27Q: 3 clusters Score -367430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -367431.500000 Penalty: 3935.341064
	Iteration 28Q: 3 clusters Score -367431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -367433.000000 Penalty: 3935.341064
	Iteration 29Q: 3 clusters Score -367433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -367433.625000 Penalty: 3935.341064
	Iteration 30Q: 3 clusters Score -367433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -367433.625000 Penalty: 3935.341064
	Iteration 31F: 3 clusters Score -367433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Entering Unmasked Estep 
Score: -12550120.000000 Penalty: 2833.900635
	Iteration 0F: 2 clusters Score -1.255012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -12488824.000000 Penalty: 5667.801270
	Iteration 0F: 3 clusters Score -1.248882e+07 nChanged 43294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -12513419.000000 Penalty: 5667.801270
	Iteration 1F: 3 clusters Score -1.251342e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -12514002.000000 Penalty: 5667.801270
	Iteration 2Q: 3 clusters Score -1.2514e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -12514728.000000 Penalty: 5667.801270
	Iteration 3Q: 3 clusters Score -1.251473e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -12515468.000000 Penalty: 5667.801270
	Iteration 4Q: 3 clusters Score -1.251547e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -12516422.000000 Penalty: 5667.801270
	Iteration 5Q: 3 clusters Score -1.251642e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -12518027.000000 Penalty: 5667.801270
	Iteration 6Q: 3 clusters Score -1.251803e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -12520423.000000 Penalty: 5667.801270
	Iteration 7Q: 3 clusters Score -1.252042e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -12523967.000000 Penalty: 5667.801270
	Iteration 8F: 3 clusters Score -1.252397e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -12528835.000000 Penalty: 5667.801270
	Iteration 9F: 3 clusters Score -1.252884e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -12534337.000000 Penalty: 5667.801270
	Iteration 10F: 3 clusters Score -1.253434e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -12539476.000000 Penalty: 5667.801270
	Iteration 11F: 3 clusters Score -1.253948e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -12543377.000000 Penalty: 5667.801270
	Iteration 12Q: 3 clusters Score -1.254338e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -12545610.000000 Penalty: 5667.801270
	Iteration 13Q: 3 clusters Score -1.254561e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -12546751.000000 Penalty: 5667.801270
	Iteration 14Q: 3 clusters Score -1.254675e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -12547239.000000 Penalty: 5667.801270
	Iteration 15Q: 3 clusters Score -1.254724e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -12547455.000000 Penalty: 5667.801270
	Iteration 16Q: 3 clusters Score -1.254746e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -12547560.000000 Penalty: 5667.801270
	Iteration 17Q: 3 clusters Score -1.254756e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -12547635.000000 Penalty: 5667.801270
	Iteration 18Q: 3 clusters Score -1.254764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -12547686.000000 Penalty: 5667.801270
	Iteration 19Q: 3 clusters Score -1.254769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -12547714.000000 Penalty: 5667.801270
	Iteration 20F: 3 clusters Score -1.254771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -12547714.000000 Penalty: 5667.801270
	Iteration 21Q: 3 clusters Score -1.254771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -12547735.000000 Penalty: 5667.801270
	Iteration 22Q: 3 clusters Score -1.254774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -12547732.000000 Penalty: 5667.801270
	Iteration 23Q: 3 clusters Score -1.254773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12547731.000000 Penalty: 5667.801270
	Iteration 24Q: 3 clusters Score -1.254773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12547736.000000 Penalty: 5667.801270
	Iteration 25Q: 3 clusters Score -1.254774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -12547736.000000 Penalty: 5667.801270
	Iteration 26F: 3 clusters Score -1.254774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -479153.718750 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -479153.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -475477.906250 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -475477.9 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -476216.468750 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -476216.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476418.187500 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -476418.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476533.718750 Penalty: 4064.611572
	Iteration 3Q: 3 clusters Score -476533.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -476609.000000 Penalty: 4064.611572
	Iteration 4Q: 3 clusters Score -476609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -476656.343750 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -476656.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -476701.343750 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -476701.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -476735.000000 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -476735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -476763.156250 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -476763.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476793.812500 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -476793.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -476819.531250 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -476819.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -476844.875000 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -476844.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -476869.312500 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -476869.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -476899.375000 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -476899.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -476928.218750 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -476928.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -476952.093750 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -476952.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -476977.343750 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -476977.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -477015.593750 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -477015.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -477064.593750 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -477064.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -477126.531250 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -477126.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -477208.906250 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -477208.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -477298.468750 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -477298.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -477393.437500 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -477393.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477504.406250 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -477504.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -477615.250000 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -477615.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -477710.406250 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -477710.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477769.093750 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -477769.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -477807.375000 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -477807.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -477829.562500 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -477829.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -477841.000000 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -477841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -477852.281250 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -477852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -477866.375000 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -477866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -477876.968750 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -477877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -477887.343750 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -477887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -477890.187500 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -477890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -477893.281250 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -477893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -477894.093750 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -477894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -477896.750000 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -477896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -477899.437500 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -477899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -477899.312500 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -477899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477909.218750 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -477909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477917.218750 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -477917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -477924.781250 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -477924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477928.468750 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -477928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477928.875000 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -477928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -477930.531250 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -477930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -477930.531250 Penalty: 4064.611572
	Iteration 46F: 3 clusters Score -477930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -1114135.375000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -1114135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1107672.250000 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -1107672 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1109347.625000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -1109348 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1109588.625000 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -1109589 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1109763.250000 Penalty: 4468.503906
	Iteration 3Q: 3 clusters Score -1109763 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1109880.750000 Penalty: 4468.503906
	Iteration 4Q: 3 clusters Score -1109881 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1109970.875000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -1109971 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1110054.750000 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -1110055 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1110133.625000 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -1110134 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1110214.625000 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -1110215 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1110289.625000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -1110290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1110365.000000 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -1110365 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1110440.625000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -1110441 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1110520.125000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -1110520 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1110607.750000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -1110608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1110711.000000 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -1110711 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1110803.125000 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -1110803 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1110899.500000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -1110900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1110977.125000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -1110977 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1111069.500000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -1111070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1111175.250000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -1111175 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1111292.625000 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -1111293 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1111400.000000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -1111400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1111496.375000 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -1111496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1111563.250000 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -1111563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1111610.750000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -1111611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1111653.500000 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -1111654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1111684.250000 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -1111684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1111701.500000 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -1111702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1111718.750000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -1111719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1111733.500000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -1111734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1111744.375000 Penalty: 4468.503906
	Iteration 30Q: 3 clusters Score -1111744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1111750.250000 Penalty: 4468.503906
	Iteration 31Q: 3 clusters Score -1111750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1111757.375000 Penalty: 4468.503906
	Iteration 32Q: 3 clusters Score -1111757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1111759.875000 Penalty: 4468.503906
	Iteration 33Q: 3 clusters Score -1111760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1111763.625000 Penalty: 4468.503906
	Iteration 34Q: 3 clusters Score -1111764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1111768.250000 Penalty: 4468.503906
	Iteration 35Q: 3 clusters Score -1111768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1111768.875000 Penalty: 4468.503906
	Iteration 36Q: 3 clusters Score -1111769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1111770.875000 Penalty: 4468.503906
	Iteration 37Q: 3 clusters Score -1111771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1111769.500000 Penalty: 4468.503906
	Iteration 38Q: 3 clusters Score -1111770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1111772.875000 Penalty: 4468.503906
	Iteration 39Q: 3 clusters Score -1111773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1111778.125000 Penalty: 4468.503906
	Iteration 40F: 3 clusters Score -1111778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1111778.875000 Penalty: 4468.503906
	Iteration 41Q: 3 clusters Score -1111779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1111779.375000 Penalty: 4468.503906
	Iteration 42Q: 3 clusters Score -1111779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1111782.375000 Penalty: 4468.503906
	Iteration 43Q: 3 clusters Score -1111782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1111785.250000 Penalty: 4468.503906
	Iteration 44Q: 3 clusters Score -1111785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1111791.000000 Penalty: 4468.503906
	Iteration 45Q: 3 clusters Score -1111791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1111794.625000 Penalty: 4468.503906
	Iteration 46Q: 3 clusters Score -1111795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1111798.250000 Penalty: 4468.503906
	Iteration 47Q: 3 clusters Score -1111798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1111802.375000 Penalty: 4468.503906
	Iteration 48Q: 3 clusters Score -1111802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1111802.000000 Penalty: 4468.503906
	Iteration 49Q: 3 clusters Score -1111802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1111806.125000 Penalty: 4468.503906
	Iteration 50Q: 3 clusters Score -1111806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1111802.625000 Penalty: 4468.503906
	Iteration 51Q: 3 clusters Score -1111803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1111802.625000 Penalty: 4468.503906
	Iteration 52Q: 3 clusters Score -1111803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1111801.500000 Penalty: 4468.503906
	Iteration 53Q: 3 clusters Score -1111802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1111801.500000 Penalty: 4468.503906
	Iteration 54Q: 3 clusters Score -1111802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1111804.000000 Penalty: 4468.503906
	Iteration 55Q: 3 clusters Score -1111804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1111802.625000 Penalty: 4468.503906
	Iteration 56Q: 3 clusters Score -1111803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1111802.625000 Penalty: 4468.503906
	Iteration 57F: 3 clusters Score -1111803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -63038.648438 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -63038.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61569.988281 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -61569.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61730.718750 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -61730.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61783.503906 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -61783.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61809.562500 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -61809.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61835.527344 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -61835.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61846.089844 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -61846.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61849.578125 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -61849.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61851.027344 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -61851.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61851.507812 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -61851.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61852.460938 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -61852.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61852.460938 Penalty: 3102.852051
	Iteration 10F: 3 clusters Score -61852.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -159123.218750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -159123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157055.812500 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -157055.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -157346.953125 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -157347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -157454.656250 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -157454.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157518.453125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -157518.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -157551.062500 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -157551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -157564.796875 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -157564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -157579.015625 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -157579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157594.281250 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -157594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -157599.796875 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -157599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157602.984375 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -157603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -157608.343750 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -157608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -157609.828125 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -157609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -157610.671875 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -157610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157610.968750 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -157611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157610.968750 Penalty: 3501.996338
	Iteration 14F: 3 clusters Score -157611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -877160.250000 Penalty: 2179.268311
	Iteration 0F: 2 clusters Score -877160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -871679.687500 Penalty: 4358.536621
	Iteration 0F: 3 clusters Score -871679.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -873127.750000 Penalty: 4358.536621
	Iteration 1F: 3 clusters Score -873127.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -873381.125000 Penalty: 4358.536621
	Iteration 2F: 3 clusters Score -873381.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -873551.500000 Penalty: 4358.536621
	Iteration 3F: 3 clusters Score -873551.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -873685.812500 Penalty: 4358.536621
	Iteration 4Q: 3 clusters Score -873685.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -873783.812500 Penalty: 4358.536621
	Iteration 5Q: 3 clusters Score -873783.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -873865.062500 Penalty: 4358.536621
	Iteration 6Q: 3 clusters Score -873865.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -873919.562500 Penalty: 4358.536621
	Iteration 7Q: 3 clusters Score -873919.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -873978.562500 Penalty: 4358.536621
	Iteration 8Q: 3 clusters Score -873978.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -874038.562500 Penalty: 4358.536621
	Iteration 9Q: 3 clusters Score -874038.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -874099.375000 Penalty: 4358.536621
	Iteration 10Q: 3 clusters Score -874099.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -874160.625000 Penalty: 4358.536621
	Iteration 11Q: 3 clusters Score -874160.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -874229.875000 Penalty: 4358.536621
	Iteration 12Q: 3 clusters Score -874229.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -874292.125000 Penalty: 4358.536621
	Iteration 13Q: 3 clusters Score -874292.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -874373.687500 Penalty: 4358.536621
	Iteration 14Q: 3 clusters Score -874373.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -874442.812500 Penalty: 4358.536621
	Iteration 15Q: 3 clusters Score -874442.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -874514.750000 Penalty: 4358.536621
	Iteration 16Q: 3 clusters Score -874514.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -874587.500000 Penalty: 4358.536621
	Iteration 17Q: 3 clusters Score -874587.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -874665.687500 Penalty: 4358.536621
	Iteration 18Q: 3 clusters Score -874665.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -874735.000000 Penalty: 4358.536621
	Iteration 19Q: 3 clusters Score -874735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -874792.437500 Penalty: 4358.536621
	Iteration 20F: 3 clusters Score -874792.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -874848.000000 Penalty: 4358.536621
	Iteration 21Q: 3 clusters Score -874848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -874900.687500 Penalty: 4358.536621
	Iteration 22Q: 3 clusters Score -874900.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -874940.125000 Penalty: 4358.536621
	Iteration 23Q: 3 clusters Score -874940.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -874961.000000 Penalty: 4358.536621
	Iteration 24Q: 3 clusters Score -874961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -874975.812500 Penalty: 4358.536621
	Iteration 25Q: 3 clusters Score -874975.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -874989.937500 Penalty: 4358.536621
	Iteration 26Q: 3 clusters Score -874989.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -875005.812500 Penalty: 4358.536621
	Iteration 27Q: 3 clusters Score -875005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -875017.937500 Penalty: 4358.536621
	Iteration 28Q: 3 clusters Score -875017.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -875027.375000 Penalty: 4358.536621
	Iteration 29Q: 3 clusters Score -875027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -875036.187500 Penalty: 4358.536621
	Iteration 30Q: 3 clusters Score -875036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -875044.875000 Penalty: 4358.536621
	Iteration 31Q: 3 clusters Score -875044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -875053.250000 Penalty: 4358.536621
	Iteration 32Q: 3 clusters Score -875053.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -875059.875000 Penalty: 4358.536621
	Iteration 33Q: 3 clusters Score -875059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -875066.312500 Penalty: 4358.536621
	Iteration 34Q: 3 clusters Score -875066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -875072.812500 Penalty: 4358.536621
	Iteration 35Q: 3 clusters Score -875072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -875077.125000 Penalty: 4358.536621
	Iteration 36Q: 3 clusters Score -875077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -875082.125000 Penalty: 4358.536621
	Iteration 37Q: 3 clusters Score -875082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -875089.125000 Penalty: 4358.536621
	Iteration 38Q: 3 clusters Score -875089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -875094.500000 Penalty: 4358.536621
	Iteration 39Q: 3 clusters Score -875094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -875100.687500 Penalty: 4358.536621
	Iteration 40F: 3 clusters Score -875100.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -875101.062500 Penalty: 4358.536621
	Iteration 41Q: 3 clusters Score -875101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -875103.500000 Penalty: 4358.536621
	Iteration 42Q: 3 clusters Score -875103.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -875105.250000 Penalty: 4358.536621
	Iteration 43Q: 3 clusters Score -875105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -875113.250000 Penalty: 4358.536621
	Iteration 44Q: 3 clusters Score -875113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -875114.687500 Penalty: 4358.536621
	Iteration 45Q: 3 clusters Score -875114.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -875123.750000 Penalty: 4358.536621
	Iteration 46Q: 3 clusters Score -875123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -875130.687500 Penalty: 4358.536621
	Iteration 47Q: 3 clusters Score -875130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -875134.687500 Penalty: 4358.536621
	Iteration 48Q: 3 clusters Score -875134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -875138.437500 Penalty: 4358.536621
	Iteration 49Q: 3 clusters Score -875138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -875142.000000 Penalty: 4358.536621
	Iteration 50Q: 3 clusters Score -875142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -875143.375000 Penalty: 4358.536621
	Iteration 51Q: 3 clusters Score -875143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -875145.937500 Penalty: 4358.536621
	Iteration 52Q: 3 clusters Score -875145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -875147.375000 Penalty: 4358.536621
	Iteration 53Q: 3 clusters Score -875147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -875149.812500 Penalty: 4358.536621
	Iteration 54Q: 3 clusters Score -875149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -875152.687500 Penalty: 4358.536621
	Iteration 55Q: 3 clusters Score -875152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -875156.500000 Penalty: 4358.536621
	Iteration 56Q: 3 clusters Score -875156.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -875165.750000 Penalty: 4358.536621
	Iteration 57Q: 3 clusters Score -875165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -875176.562500 Penalty: 4358.536621
	Iteration 58Q: 3 clusters Score -875176.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -875185.875000 Penalty: 4358.536621
	Iteration 59Q: 3 clusters Score -875185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -875197.312500 Penalty: 4358.536621
	Iteration 60F: 3 clusters Score -875197.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -875204.937500 Penalty: 4358.536621
	Iteration 61Q: 3 clusters Score -875204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -875214.250000 Penalty: 4358.536621
	Iteration 62Q: 3 clusters Score -875214.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -875228.625000 Penalty: 4358.536621
	Iteration 63Q: 3 clusters Score -875228.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -875238.750000 Penalty: 4358.536621
	Iteration 64Q: 3 clusters Score -875238.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -875246.812500 Penalty: 4358.536621
	Iteration 65Q: 3 clusters Score -875246.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -875254.812500 Penalty: 4358.536621
	Iteration 66Q: 3 clusters Score -875254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -875259.625000 Penalty: 4358.536621
	Iteration 67Q: 3 clusters Score -875259.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -875264.937500 Penalty: 4358.536621
	Iteration 68Q: 3 clusters Score -875264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -875268.937500 Penalty: 4358.536621
	Iteration 69Q: 3 clusters Score -875268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -875270.625000 Penalty: 4358.536621
	Iteration 70Q: 3 clusters Score -875270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -875273.062500 Penalty: 4358.536621
	Iteration 71Q: 3 clusters Score -875273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -875274.062500 Penalty: 4358.536621
	Iteration 72Q: 3 clusters Score -875274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -875274.062500 Penalty: 4358.536621
	Iteration 73F: 3 clusters Score -875274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -358189.531250 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -358189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -355096.937500 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -355096.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355767.750000 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -355767.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -356016.156250 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -356016.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -356164.468750 Penalty: 3922.195068
	Iteration 3F: 3 clusters Score -356164.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356261.593750 Penalty: 3922.195068
	Iteration 4Q: 3 clusters Score -356261.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -356342.281250 Penalty: 3922.195068
	Iteration 5Q: 3 clusters Score -356342.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -356397.000000 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -356397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356442.656250 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -356442.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -356475.875000 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -356475.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -356508.000000 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -356508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -356537.437500 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -356537.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -356562.906250 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -356562.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -356581.968750 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -356582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -356594.593750 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -356594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -356608.875000 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -356608.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -356623.718750 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -356623.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -356634.281250 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -356634.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -356640.375000 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -356640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -356643.531250 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -356643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -356646.875000 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -356646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -356651.062500 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -356651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -356654.812500 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -356654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -356657.875000 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -356657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -356660.187500 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -356660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -356662.000000 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -356662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -356662.656250 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -356662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -356664.843750 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -356664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -356667.656250 Penalty: 3922.195068
	Iteration 27Q: 3 clusters Score -356667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -356670.500000 Penalty: 3922.195068
	Iteration 28Q: 3 clusters Score -356670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -356671.750000 Penalty: 3922.195068
	Iteration 29Q: 3 clusters Score -356671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -356674.343750 Penalty: 3922.195068
	Iteration 30Q: 3 clusters Score -356674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -356674.750000 Penalty: 3922.195068
	Iteration 31Q: 3 clusters Score -356674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -356676.656250 Penalty: 3922.195068
	Iteration 32Q: 3 clusters Score -356676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -356679.687500 Penalty: 3922.195068
	Iteration 33Q: 3 clusters Score -356679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -356681.781250 Penalty: 3922.195068
	Iteration 34Q: 3 clusters Score -356681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -356683.968750 Penalty: 3922.195068
	Iteration 35Q: 3 clusters Score -356684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -356684.625000 Penalty: 3922.195068
	Iteration 36Q: 3 clusters Score -356684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -356686.906250 Penalty: 3922.195068
	Iteration 37Q: 3 clusters Score -356686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -356689.593750 Penalty: 3922.195068
	Iteration 38Q: 3 clusters Score -356689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -356691.093750 Penalty: 3922.195068
	Iteration 39Q: 3 clusters Score -356691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -356692.343750 Penalty: 3922.195068
	Iteration 40F: 3 clusters Score -356692.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (246244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246244 members 
Entering Unmasked Estep 
Score: -33662480.000000 Penalty: 3078.691406
	Iteration 0F: 2 clusters Score -3.366248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -33514022.000000 Penalty: 6157.382812
	Iteration 0F: 3 clusters Score -3.351402e+07 nChanged 119124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 120638 members 
Entering Unmasked Estep 
Score: -33584404.000000 Penalty: 6157.382812
	Iteration 1F: 3 clusters Score -3.35844e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -33585740.000000 Penalty: 6157.382812
	Iteration 2Q: 3 clusters Score -3.358574e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -33587516.000000 Penalty: 6157.382812
	Iteration 3Q: 3 clusters Score -3.358752e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131587 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -33589972.000000 Penalty: 6157.382812
	Iteration 4Q: 3 clusters Score -3.358997e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135431 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -33593876.000000 Penalty: 6157.382812
	Iteration 5Q: 3 clusters Score -3.359388e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -33599600.000000 Penalty: 6157.382812
	Iteration 6Q: 3 clusters Score -3.35996e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -33608732.000000 Penalty: 6157.382812
	Iteration 7F: 3 clusters Score -3.360873e+07 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -33620084.000000 Penalty: 6157.382812
	Iteration 8F: 3 clusters Score -3.362008e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -33630168.000000 Penalty: 6157.382812
	Iteration 9F: 3 clusters Score -3.363017e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -33633880.000000 Penalty: 6157.382812
	Iteration 10Q: 3 clusters Score -3.363388e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -33634848.000000 Penalty: 6157.382812
	Iteration 11Q: 3 clusters Score -3.363485e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156750 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -33635012.000000 Penalty: 6157.382812
	Iteration 12Q: 3 clusters Score -3.363501e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -33635148.000000 Penalty: 6157.382812
	Iteration 13Q: 3 clusters Score -3.363515e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -33635248.000000 Penalty: 6157.382812
	Iteration 14Q: 3 clusters Score -3.363525e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -33635220.000000 Penalty: 6157.382812
	Iteration 15Q: 3 clusters Score -3.363522e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -33635260.000000 Penalty: 6157.382812
	Iteration 16Q: 3 clusters Score -3.363526e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -33635328.000000 Penalty: 6157.382812
	Iteration 17Q: 3 clusters Score -3.363533e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -33635376.000000 Penalty: 6157.382812
	Iteration 18Q: 3 clusters Score -3.363538e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -33635412.000000 Penalty: 6157.382812
	Iteration 19Q: 3 clusters Score -3.363541e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156678 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -33635384.000000 Penalty: 6157.382812
	Iteration 20F: 3 clusters Score -3.363538e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -33635388.000000 Penalty: 6157.382812
	Iteration 21Q: 3 clusters Score -3.363539e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -33635508.000000 Penalty: 6157.382812
	Iteration 22Q: 3 clusters Score -3.363551e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -33635428.000000 Penalty: 6157.382812
	Iteration 23Q: 3 clusters Score -3.363543e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -33635396.000000 Penalty: 6157.382812
	Iteration 24Q: 3 clusters Score -3.36354e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -33635400.000000 Penalty: 6157.382812
	Iteration 25Q: 3 clusters Score -3.36354e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -33635312.000000 Penalty: 6157.382812
	Iteration 26Q: 3 clusters Score -3.363531e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -33635196.000000 Penalty: 6157.382812
	Iteration 27Q: 3 clusters Score -3.36352e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -33635244.000000 Penalty: 6157.382812
	Iteration 28Q: 3 clusters Score -3.363524e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -33635108.000000 Penalty: 6157.382812
	Iteration 29Q: 3 clusters Score -3.363511e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151439 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -33635132.000000 Penalty: 6157.382812
	Iteration 30Q: 3 clusters Score -3.363513e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -33635200.000000 Penalty: 6157.382812
	Iteration 31Q: 3 clusters Score -3.36352e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150173 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -33635276.000000 Penalty: 6157.382812
	Iteration 32Q: 3 clusters Score -3.363528e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -33635300.000000 Penalty: 6157.382812
	Iteration 33Q: 3 clusters Score -3.36353e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -33635300.000000 Penalty: 6157.382812
	Iteration 34Q: 3 clusters Score -3.36353e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148353 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -33635344.000000 Penalty: 6157.382812
	Iteration 35Q: 3 clusters Score -3.363534e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -33635332.000000 Penalty: 6157.382812
	Iteration 36Q: 3 clusters Score -3.363533e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -33635508.000000 Penalty: 6157.382812
	Iteration 37Q: 3 clusters Score -3.363551e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -33635348.000000 Penalty: 6157.382812
	Iteration 38Q: 3 clusters Score -3.363535e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -33635436.000000 Penalty: 6157.382812
	Iteration 39Q: 3 clusters Score -3.363544e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -33635488.000000 Penalty: 6157.382812
	Iteration 40F: 3 clusters Score -3.363549e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145156 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -33635500.000000 Penalty: 6157.382812
	Iteration 41Q: 3 clusters Score -3.36355e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144590 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -33635452.000000 Penalty: 6157.382812
	Iteration 42Q: 3 clusters Score -3.363545e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -33635540.000000 Penalty: 6157.382812
	Iteration 43Q: 3 clusters Score -3.363554e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 102925 members 
Entering Unmasked Estep 
Score: -33635624.000000 Penalty: 6157.382812
	Iteration 44Q: 3 clusters Score -3.363562e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -33635656.000000 Penalty: 6157.382812
	Iteration 45Q: 3 clusters Score -3.363566e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -33635584.000000 Penalty: 6157.382812
	Iteration 46Q: 3 clusters Score -3.363558e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -33635528.000000 Penalty: 6157.382812
	Iteration 47Q: 3 clusters Score -3.363553e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -33635692.000000 Penalty: 6157.382812
	Iteration 48Q: 3 clusters Score -3.363569e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -33635664.000000 Penalty: 6157.382812
	Iteration 49Q: 3 clusters Score -3.363566e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139875 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -33635712.000000 Penalty: 6157.382812
	Iteration 50Q: 3 clusters Score -3.363571e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -33635764.000000 Penalty: 6157.382812
	Iteration 51Q: 3 clusters Score -3.363576e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -33635868.000000 Penalty: 6157.382812
	Iteration 52Q: 3 clusters Score -3.363587e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -33635876.000000 Penalty: 6157.382812
	Iteration 53Q: 3 clusters Score -3.363588e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -33635872.000000 Penalty: 6157.382812
	Iteration 54Q: 3 clusters Score -3.363587e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -33635984.000000 Penalty: 6157.382812
	Iteration 55Q: 3 clusters Score -3.363598e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137112 members 
Mstep: Class 2 contains 109132 members 
Entering Unmasked Estep 
Score: -33636004.000000 Penalty: 6157.382812
	Iteration 56Q: 3 clusters Score -3.3636e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136651 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -33636032.000000 Penalty: 6157.382812
	Iteration 57Q: 3 clusters Score -3.363603e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -33636060.000000 Penalty: 6157.382812
	Iteration 58Q: 3 clusters Score -3.363606e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6157.382812
	Iteration 59Q: 3 clusters Score -3.363604e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -33636108.000000 Penalty: 6157.382812
	Iteration 60F: 3 clusters Score -3.363611e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -33636156.000000 Penalty: 6157.382812
	Iteration 61Q: 3 clusters Score -3.363616e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -33636168.000000 Penalty: 6157.382812
	Iteration 62Q: 3 clusters Score -3.363617e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -33636260.000000 Penalty: 6157.382812
	Iteration 63Q: 3 clusters Score -3.363626e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -33636308.000000 Penalty: 6157.382812
	Iteration 64Q: 3 clusters Score -3.363631e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -33636344.000000 Penalty: 6157.382812
	Iteration 65Q: 3 clusters Score -3.363634e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -33636440.000000 Penalty: 6157.382812
	Iteration 66Q: 3 clusters Score -3.363644e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132313 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -33636484.000000 Penalty: 6157.382812
	Iteration 67Q: 3 clusters Score -3.363648e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -33636536.000000 Penalty: 6157.382812
	Iteration 68Q: 3 clusters Score -3.363654e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131359 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -33636552.000000 Penalty: 6157.382812
	Iteration 69Q: 3 clusters Score -3.363655e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130893 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -33636584.000000 Penalty: 6157.382812
	Iteration 70Q: 3 clusters Score -3.363658e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130402 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -33636604.000000 Penalty: 6157.382812
	Iteration 71Q: 3 clusters Score -3.36366e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -33636704.000000 Penalty: 6157.382812
	Iteration 72Q: 3 clusters Score -3.36367e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -33636760.000000 Penalty: 6157.382812
	Iteration 73Q: 3 clusters Score -3.363676e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -33636936.000000 Penalty: 6157.382812
	Iteration 74Q: 3 clusters Score -3.363694e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -33636912.000000 Penalty: 6157.382812
	Iteration 75Q: 3 clusters Score -3.363691e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 118177 members 
Entering Unmasked Estep 
Score: -33637032.000000 Penalty: 6157.382812
	Iteration 76Q: 3 clusters Score -3.363703e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -33637148.000000 Penalty: 6157.382812
	Iteration 77Q: 3 clusters Score -3.363715e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 119235 members 
Entering Unmasked Estep 
Score: -33637208.000000 Penalty: 6157.382812
	Iteration 78Q: 3 clusters Score -3.363721e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126374 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -33637168.000000 Penalty: 6157.382812
	Iteration 79Q: 3 clusters Score -3.363717e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -33637272.000000 Penalty: 6157.382812
	Iteration 80F: 3 clusters Score -3.363727e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 121211 members 
Entering Unmasked Estep 
Score: -33637424.000000 Penalty: 6157.382812
	Iteration 81Q: 3 clusters Score -3.363742e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -33637480.000000 Penalty: 6157.382812
	Iteration 82Q: 3 clusters Score -3.363748e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123618 members 
Mstep: Class 2 contains 122626 members 
Entering Unmasked Estep 
Score: -33637644.000000 Penalty: 6157.382812
	Iteration 83Q: 3 clusters Score -3.363764e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -33637664.000000 Penalty: 6157.382812
	Iteration 84Q: 3 clusters Score -3.363766e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -33637660.000000 Penalty: 6157.382812
	Iteration 85Q: 3 clusters Score -3.363766e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -33637868.000000 Penalty: 6157.382812
	Iteration 86Q: 3 clusters Score -3.363787e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -33638032.000000 Penalty: 6157.382812
	Iteration 87Q: 3 clusters Score -3.363803e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -33638028.000000 Penalty: 6157.382812
	Iteration 88Q: 3 clusters Score -3.363803e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -33638124.000000 Penalty: 6157.382812
	Iteration 89Q: 3 clusters Score -3.363812e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -33638252.000000 Penalty: 6157.382812
	Iteration 90Q: 3 clusters Score -3.363825e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -33638264.000000 Penalty: 6157.382812
	Iteration 91Q: 3 clusters Score -3.363826e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -33638472.000000 Penalty: 6157.382812
	Iteration 92Q: 3 clusters Score -3.363847e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 132068 members 
Entering Unmasked Estep 
Score: -33638480.000000 Penalty: 6157.382812
	Iteration 93Q: 3 clusters Score -3.363848e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -33638428.000000 Penalty: 6157.382812
	Iteration 94Q: 3 clusters Score -3.363843e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -33638440.000000 Penalty: 6157.382812
	Iteration 95Q: 3 clusters Score -3.363844e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 136211 members 
Entering Unmasked Estep 
Score: -33638516.000000 Penalty: 6157.382812
	Iteration 96Q: 3 clusters Score -3.363852e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 137836 members 
Entering Unmasked Estep 
Score: -33638584.000000 Penalty: 6157.382812
	Iteration 97Q: 3 clusters Score -3.363858e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -33638888.000000 Penalty: 6157.382812
	Iteration 98Q: 3 clusters Score -3.363889e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 141445 members 
Entering Unmasked Estep 
Score: -33639008.000000 Penalty: 6157.382812
	Iteration 99Q: 3 clusters Score -3.363901e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -33639080.000000 Penalty: 6157.382812
	Iteration 100F: 3 clusters Score -3.363908e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -33639408.000000 Penalty: 6157.382812
	Iteration 101Q: 3 clusters Score -3.363941e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -33639696.000000 Penalty: 6157.382812
	Iteration 102Q: 3 clusters Score -3.36397e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
Score: -33640024.000000 Penalty: 6157.382812
	Iteration 103Q: 3 clusters Score -3.364002e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 152599 members 
Entering Unmasked Estep 
Score: -33640340.000000 Penalty: 6157.382812
	Iteration 104Q: 3 clusters Score -3.364034e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -33640596.000000 Penalty: 6157.382812
	Iteration 105Q: 3 clusters Score -3.36406e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 159336 members 
Entering Unmasked Estep 
Score: -33641212.000000 Penalty: 6157.382812
	Iteration 106Q: 3 clusters Score -3.364121e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -33641800.000000 Penalty: 6157.382812
	Iteration 107Q: 3 clusters Score -3.36418e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -33642488.000000 Penalty: 6157.382812
	Iteration 108Q: 3 clusters Score -3.364249e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 172393 members 
Entering Unmasked Estep 
Score: -33642908.000000 Penalty: 6157.382812
	Iteration 109Q: 3 clusters Score -3.364291e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -33643208.000000 Penalty: 6157.382812
	Iteration 110Q: 3 clusters Score -3.364321e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -33642836.000000 Penalty: 6157.382812
	Iteration 111Q: 3 clusters Score -3.364284e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 189788 members 
Entering Unmasked Estep 
Score: -33642996.000000 Penalty: 6157.382812
	Iteration 112Q: 3 clusters Score -3.3643e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 196079 members 
Entering Unmasked Estep 
Score: -33642512.000000 Penalty: 6157.382812
	Iteration 113Q: 3 clusters Score -3.364251e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 202147 members 
Entering Unmasked Estep 
Score: -33642640.000000 Penalty: 6157.382812
	Iteration 114Q: 3 clusters Score -3.364264e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 207691 members 
Entering Unmasked Estep 
Score: -33642516.000000 Penalty: 6157.382812
	Iteration 115Q: 3 clusters Score -3.364252e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -33642744.000000 Penalty: 6157.382812
	Iteration 116Q: 3 clusters Score -3.364274e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 217283 members 
Entering Unmasked Estep 
Score: -33643284.000000 Penalty: 6157.382812
	Iteration 117Q: 3 clusters Score -3.364328e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 221249 members 
Entering Unmasked Estep 
Score: -33643900.000000 Penalty: 6157.382812
	Iteration 118Q: 3 clusters Score -3.36439e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 224790 members 
Entering Unmasked Estep 
Score: -33644596.000000 Penalty: 6157.382812
	Iteration 119Q: 3 clusters Score -3.36446e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 227874 members 
Entering Unmasked Estep 
Score: -33646180.000000 Penalty: 6157.382812
	Iteration 120F: 3 clusters Score -3.364618e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 231746 members 
Entering Unmasked Estep 
Score: -33647556.000000 Penalty: 6157.382812
	Iteration 121Q: 3 clusters Score -3.364756e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 234987 members 
Entering Unmasked Estep 
Score: -33648496.000000 Penalty: 6157.382812
	Iteration 122Q: 3 clusters Score -3.36485e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 237703 members 
Entering Unmasked Estep 
Score: -33650228.000000 Penalty: 6157.382812
	Iteration 123Q: 3 clusters Score -3.365023e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 240042 members 
Entering Unmasked Estep 
Score: -33653132.000000 Penalty: 6157.382812
	Iteration 124Q: 3 clusters Score -3.365313e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 242009 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6157.382812
	Iteration 125Q: 3 clusters Score -3.365546e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 243565 members 
Entering Unmasked Estep 
Score: -33657204.000000 Penalty: 6157.382812
	Iteration 126Q: 3 clusters Score -3.36572e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 244593 members 
Entering Unmasked Estep 
Score: -33658128.000000 Penalty: 6157.382812
	Iteration 127Q: 3 clusters Score -3.365813e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 245189 members 
Entering Unmasked Estep 
Score: -33658888.000000 Penalty: 6157.382812
	Iteration 128Q: 3 clusters Score -3.365889e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 245477 members 
Entering Unmasked Estep 
Score: -33659164.000000 Penalty: 6157.382812
	Iteration 129Q: 3 clusters Score -3.365916e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 245639 members 
Entering Unmasked Estep 
Score: -33659332.000000 Penalty: 6157.382812
	Iteration 130Q: 3 clusters Score -3.365933e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 245724 members 
Entering Unmasked Estep 
Score: -33659384.000000 Penalty: 6157.382812
	Iteration 131Q: 3 clusters Score -3.365938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 245781 members 
Entering Unmasked Estep 
Score: -33659472.000000 Penalty: 6157.382812
	Iteration 132Q: 3 clusters Score -3.365947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 245818 members 
Entering Unmasked Estep 
Score: -33659508.000000 Penalty: 6157.382812
	Iteration 133Q: 3 clusters Score -3.365951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 245839 members 
Entering Unmasked Estep 
Score: -33659568.000000 Penalty: 6157.382812
	Iteration 134Q: 3 clusters Score -3.365957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 245849 members 
Entering Unmasked Estep 
Score: -33659600.000000 Penalty: 6157.382812
	Iteration 135Q: 3 clusters Score -3.36596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 245857 members 
Entering Unmasked Estep 
Score: -33659580.000000 Penalty: 6157.382812
	Iteration 136Q: 3 clusters Score -3.365958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 245859 members 
Entering Unmasked Estep 
Score: -33659612.000000 Penalty: 6157.382812
	Iteration 137Q: 3 clusters Score -3.365961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 245862 members 
Entering Unmasked Estep 
Score: -33659620.000000 Penalty: 6157.382812
	Iteration 138Q: 3 clusters Score -3.365962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 245864 members 
Entering Unmasked Estep 
Score: -33659640.000000 Penalty: 6157.382812
	Iteration 139Q: 3 clusters Score -3.365964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 245865 members 
Entering Unmasked Estep 
Score: -33659632.000000 Penalty: 6157.382812
	Iteration 140F: 3 clusters Score -3.365963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 245867 members 
Entering Unmasked Estep 
Score: -33659632.000000 Penalty: 6157.382812
	Iteration 141Q: 3 clusters Score -3.365963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 245869 members 
Entering Unmasked Estep 
Score: -33659648.000000 Penalty: 6157.382812
	Iteration 142Q: 3 clusters Score -3.365965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 245872 members 
Entering Unmasked Estep 
Score: -33659640.000000 Penalty: 6157.382812
	Iteration 143Q: 3 clusters Score -3.365964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 245874 members 
Entering Unmasked Estep 
Score: -33659632.000000 Penalty: 6157.382812
	Iteration 144Q: 3 clusters Score -3.365963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245879 members 
Entering Unmasked Estep 
Score: -33659620.000000 Penalty: 6157.382812
	Iteration 145Q: 3 clusters Score -3.365962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 245883 members 
Entering Unmasked Estep 
Score: -33659620.000000 Penalty: 6157.382812
	Iteration 146Q: 3 clusters Score -3.365962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245887 members 
Entering Unmasked Estep 
Score: -33659628.000000 Penalty: 6157.382812
	Iteration 147Q: 3 clusters Score -3.365963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 245892 members 
Entering Unmasked Estep 
Score: -33659652.000000 Penalty: 6157.382812
	Iteration 148Q: 3 clusters Score -3.365965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 245893 members 
Entering Unmasked Estep 
Score: -33659648.000000 Penalty: 6157.382812
	Iteration 149Q: 3 clusters Score -3.365965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245895 members 
Entering Unmasked Estep 
Score: -33659656.000000 Penalty: 6157.382812
	Iteration 150Q: 3 clusters Score -3.365966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245895 members 
Entering Unmasked Estep 
Score: -33659656.000000 Penalty: 6157.382812
	Iteration 151F: 3 clusters Score -3.365966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -165603.312500 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -165603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163485.265625 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -163485.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164096.234375 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -164096.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -164430.390625 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -164430.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164602.250000 Penalty: 3570.299072
	Iteration 3F: 3 clusters Score -164602.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164723.078125 Penalty: 3570.299072
	Iteration 4Q: 3 clusters Score -164723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164828.421875 Penalty: 3570.299072
	Iteration 5Q: 3 clusters Score -164828.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -164943.281250 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -164943.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -165151.515625 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -165151.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165517.109375 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -165517.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -165873.062500 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -165873.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -165971.828125 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -165971.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166072.062500 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -166072.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -166201.531250 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -166201.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166300.078125 Penalty: 3570.299072
	Iteration 13Q: 3 clusters Score -166300.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166409.265625 Penalty: 3570.299072
	Iteration 14Q: 3 clusters Score -166409.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -166453.640625 Penalty: 3570.299072
	Iteration 15Q: 3 clusters Score -166453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166462.828125 Penalty: 3570.299072
	Iteration 16Q: 3 clusters Score -166462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166467.375000 Penalty: 3570.299072
	Iteration 17Q: 3 clusters Score -166467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166469.593750 Penalty: 3570.299072
	Iteration 18Q: 3 clusters Score -166469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166472.437500 Penalty: 3570.299072
	Iteration 19Q: 3 clusters Score -166472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166477.859375 Penalty: 3570.299072
	Iteration 20F: 3 clusters Score -166477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166485.281250 Penalty: 3570.299072
	Iteration 21Q: 3 clusters Score -166485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166492.671875 Penalty: 3570.299072
	Iteration 22Q: 3 clusters Score -166492.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166500.812500 Penalty: 3570.299072
	Iteration 23Q: 3 clusters Score -166500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166504.328125 Penalty: 3570.299072
	Iteration 24Q: 3 clusters Score -166504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166508.031250 Penalty: 3570.299072
	Iteration 25Q: 3 clusters Score -166508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -166510.234375 Penalty: 3570.299072
	Iteration 26Q: 3 clusters Score -166510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166511.328125 Penalty: 3570.299072
	Iteration 27Q: 3 clusters Score -166511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166511.328125 Penalty: 3570.299072
	Iteration 28F: 3 clusters Score -166511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 141499 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 113966 members 
Mstep: Class 13 contains 99215 members 
Mstep: Class 14 contains 76960 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 42216 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 91768 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 8177 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 246244 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1315 members 
Mstep: Class 32 contains 632 members 
Entering Unmasked Estep 
Score: -134139128.000000 Penalty: 109721.601562
Splitting cluster 29 changes total score from -134139888.000000 to -134139128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -64466.574219 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -64466.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62929.093750 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -62929.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63187.859375 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -63187.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63325.476562 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -63325.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63421.226562 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -63421.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63544.007812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -63544.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63740.105469 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -63740.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -63871.812500 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -63871.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63970.230469 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -63970.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64017.136719 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -64017.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64045.574219 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -64045.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64064.968750 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -64064.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64096.691406 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -64096.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64118.078125 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -64118.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64118.078125 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -64118.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -160555.437500 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -160555.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158436.796875 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -158436.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158811.968750 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -158812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158912.718750 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -158912.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158985.609375 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -158985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159037.359375 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -159037.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159087.828125 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -159087.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159111.171875 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -159111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159127.687500 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -159127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159133.156250 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -159133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159138.500000 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -159138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159140.437500 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -159140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159140.578125 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -159140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159140.578125 Penalty: 3562.069580
	Iteration 12F: 3 clusters Score -159140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 141499 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 113966 members 
Mstep: Class 13 contains 99215 members 
Mstep: Class 14 contains 76960 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 42216 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 91768 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 8177 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 246244 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139800.000000 Penalty: 106292.804688
Iteration 119Q: 32 clusters Score -1.341398e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 141450 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 42214 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 8728 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 113962 members 
Mstep: Class 13 contains 99041 members 
Mstep: Class 14 contains 76896 members 
Mstep: Class 15 contains 8978 members 
Mstep: Class 16 contains 42235 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36608 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 91808 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 8179 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 246371 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134139984.000000 Penalty: 106292.804688
Iteration 120F: 32 clusters Score -1.3414e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 141432 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 42282 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7574 members 
Mstep: Class 12 contains 113951 members 
Mstep: Class 13 contains 98832 members 
Mstep: Class 14 contains 76855 members 
Mstep: Class 15 contains 8927 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36612 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 91835 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 8183 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 246521 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140008.000000 Penalty: 106292.804688
Iteration 121Q: 32 clusters Score -1.3414e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 141393 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 42344 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17375 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 113951 members 
Mstep: Class 13 contains 98618 members 
Mstep: Class 14 contains 76786 members 
Mstep: Class 15 contains 8890 members 
Mstep: Class 16 contains 42296 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36613 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 91867 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 8180 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 246671 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140056.000000 Penalty: 106292.804688
Iteration 122Q: 32 clusters Score -1.341401e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 141342 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 42415 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8713 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 113954 members 
Mstep: Class 13 contains 98379 members 
Mstep: Class 14 contains 76729 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 16 contains 42338 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36623 members 
Mstep: Class 20 contains 2707 members 
Mstep: Class 21 contains 91906 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 8177 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6566 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 246836 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140192.000000 Penalty: 106292.804688
Iteration 123Q: 32 clusters Score -1.341402e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 141312 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 42484 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17367 members 
Mstep: Class 7 contains 8283 members 
Mstep: Class 8 contains 8700 members 
Mstep: Class 9 contains 6357 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7834 members 
Mstep: Class 12 contains 113957 members 
Mstep: Class 13 contains 98145 members 
Mstep: Class 14 contains 76685 members 
Mstep: Class 15 contains 8801 members 
Mstep: Class 16 contains 42376 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36627 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 91941 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 8175 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 246997 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140280.000000 Penalty: 106292.804688
Iteration 124Q: 32 clusters Score -1.341403e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 141290 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 42548 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17370 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 6351 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 113954 members 
Mstep: Class 13 contains 97908 members 
Mstep: Class 14 contains 76648 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 42424 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36637 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 91981 members 
Mstep: Class 22 contains 3623 members 
Mstep: Class 23 contains 8169 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 247115 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140472.000000 Penalty: 106292.804688
Iteration 125Q: 32 clusters Score -1.341405e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 141243 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 42626 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 113948 members 
Mstep: Class 13 contains 97660 members 
Mstep: Class 14 contains 76611 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 16 contains 42480 members 
Mstep: Class 17 contains 2300 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36635 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 92010 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 8163 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 247260 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140440.000000 Penalty: 106292.804688
Iteration 126Q: 32 clusters Score -1.341404e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 141200 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 42692 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17370 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 113945 members 
Mstep: Class 13 contains 97411 members 
Mstep: Class 14 contains 76597 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 42541 members 
Mstep: Class 17 contains 2292 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36634 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 92042 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 8159 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 247424 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1297 members 
Entering Unmasked Estep 
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Score: -134140208.000000 Penalty: 106292.804688
Iteration 127Q: 32 clusters Score -1.341402e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 141163 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 42773 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17371 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 97146 members 
Mstep: Class 14 contains 76593 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36645 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 92076 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 8149 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 247579 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140248.000000 Penalty: 106292.804688
Iteration 128Q: 32 clusters Score -1.341402e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 141120 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 42843 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17363 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8100 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 96847 members 
Mstep: Class 14 contains 76593 members 
Mstep: Class 15 contains 8592 members 
Mstep: Class 16 contains 42674 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36656 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 92104 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 247772 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140640.000000 Penalty: 106292.804688
Iteration 129Q: 32 clusters Score -1.341406e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 141060 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 42914 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 113931 members 
Mstep: Class 13 contains 96537 members 
Mstep: Class 14 contains 76596 members 
Mstep: Class 15 contains 8547 members 
Mstep: Class 16 contains 42749 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36672 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 92129 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 8143 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 2716 members 
Mstep: Class 28 contains 247977 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140536.000000 Penalty: 106292.804688
Iteration 130Q: 32 clusters Score -1.341405e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 140995 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 42990 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17354 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 6338 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 113923 members 
Mstep: Class 13 contains 96244 members 
Mstep: Class 14 contains 76600 members 
Mstep: Class 15 contains 8503 members 
Mstep: Class 16 contains 42801 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36681 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 92154 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 248180 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140616.000000 Penalty: 106292.804688
Iteration 131Q: 32 clusters Score -1.341406e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 140966 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 43068 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17348 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8678 members 
Mstep: Class 9 contains 6341 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 113920 members 
Mstep: Class 13 contains 95902 members 
Mstep: Class 14 contains 76612 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 42853 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 92172 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 248403 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140728.000000 Penalty: 106292.804688
Iteration 132Q: 32 clusters Score -1.341407e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 140913 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 43157 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8676 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 113919 members 
Mstep: Class 13 contains 95559 members 
Mstep: Class 14 contains 76614 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 42909 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36735 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 92194 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 248643 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 32 clusters Score -1.34141e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 140857 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 43269 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 6347 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 113908 members 
Mstep: Class 13 contains 95192 members 
Mstep: Class 14 contains 76630 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 42958 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36763 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 92206 members 
Mstep: Class 22 contains 3618 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 248907 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134140864.000000 Penalty: 106292.804688
Iteration 134Q: 32 clusters Score -1.341409e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 140801 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8659 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 113889 members 
Mstep: Class 13 contains 94786 members 
Mstep: Class 14 contains 76647 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 43025 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36799 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 92241 members 
Mstep: Class 22 contains 3619 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 249173 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 32 clusters Score -1.341413e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 140719 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 43453 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 113904 members 
Mstep: Class 13 contains 94354 members 
Mstep: Class 14 contains 76657 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 43106 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36833 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 92261 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 8147 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 249487 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 32 clusters Score -1.341417e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 140653 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 43540 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 8650 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8358 members 
Mstep: Class 12 contains 113908 members 
Mstep: Class 13 contains 93893 members 
Mstep: Class 14 contains 76652 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 43180 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 92270 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 249829 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134141992.000000 Penalty: 106292.804688
Iteration 137Q: 32 clusters Score -1.34142e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 140575 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 43664 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17318 members 
Mstep: Class 7 contains 8285 members 
Mstep: Class 8 contains 8646 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8377 members 
Mstep: Class 12 contains 113908 members 
Mstep: Class 13 contains 93406 members 
Mstep: Class 14 contains 76652 members 
Mstep: Class 15 contains 8280 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36908 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 92273 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 250166 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142272.000000 Penalty: 106292.804688
Iteration 138Q: 32 clusters Score -1.341423e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 140504 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 43781 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 8285 members 
Mstep: Class 8 contains 8643 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 113911 members 
Mstep: Class 13 contains 92941 members 
Mstep: Class 14 contains 76656 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 43341 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 36955 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 92277 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 8140 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 250496 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 32 clusters Score -1.341427e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 140451 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 43904 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 8634 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8415 members 
Mstep: Class 12 contains 113911 members 
Mstep: Class 13 contains 92463 members 
Mstep: Class 14 contains 76652 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 37007 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 92280 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 250824 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 32 clusters Score -1.34143e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 140440 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 44043 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17299 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8625 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 113908 members 
Mstep: Class 13 contains 91958 members 
Mstep: Class 14 contains 76647 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 43474 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 37063 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 92289 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 251128 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 32 clusters Score -1.341431e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 140394 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 44183 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 8625 members 
Mstep: Class 9 contains 6330 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 113905 members 
Mstep: Class 13 contains 91489 members 
Mstep: Class 14 contains 76639 members 
Mstep: Class 15 contains 8175 members 
Mstep: Class 16 contains 43558 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 37120 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 92306 members 
Mstep: Class 22 contains 3648 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 251422 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143072.000000 Penalty: 106292.804688
Iteration 142Q: 32 clusters Score -1.341431e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 140377 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 44310 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17280 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 113896 members 
Mstep: Class 13 contains 91010 members 
Mstep: Class 14 contains 76635 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 43634 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 37169 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 92321 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 8109 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 251737 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 32 clusters Score -1.34143e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 140337 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 44435 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17274 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 113882 members 
Mstep: Class 13 contains 90571 members 
Mstep: Class 14 contains 76633 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 37208 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 92323 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 252046 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1305 members 
Entering Unmasked Estep 
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Iteration 144Q: 32 clusters Score -1.341432e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 140298 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 113865 members 
Mstep: Class 13 contains 90173 members 
Mstep: Class 14 contains 76628 members 
Mstep: Class 15 contains 8095 members 
Mstep: Class 16 contains 43811 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 37261 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 92314 members 
Mstep: Class 22 contains 3650 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 252323 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 32 clusters Score -1.34143e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 140282 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 44616 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8458 members 
Mstep: Class 12 contains 113845 members 
Mstep: Class 13 contains 89794 members 
Mstep: Class 14 contains 76626 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 43900 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 37305 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 92314 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 252609 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 32 clusters Score -1.34143e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 140247 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 44721 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 8592 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 113828 members 
Mstep: Class 13 contains 89467 members 
Mstep: Class 14 contains 76624 members 
Mstep: Class 15 contains 8033 members 
Mstep: Class 16 contains 43985 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 37339 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 92315 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 252859 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142984.000000 Penalty: 106292.804688
Iteration 147Q: 32 clusters Score -1.34143e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 140242 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 44805 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17227 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 8583 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 113819 members 
Mstep: Class 13 contains 89132 members 
Mstep: Class 14 contains 76624 members 
Mstep: Class 15 contains 8002 members 
Mstep: Class 16 contains 44079 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 37372 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 92326 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 253065 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 32 clusters Score -1.341429e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 140199 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 44909 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17219 members 
Mstep: Class 7 contains 8300 members 
Mstep: Class 8 contains 8570 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 113813 members 
Mstep: Class 13 contains 88824 members 
Mstep: Class 14 contains 76622 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 44181 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 37411 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 92338 members 
Mstep: Class 22 contains 3664 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 253250 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1349 members 
Entering Unmasked Estep 
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Iteration 149Q: 32 clusters Score -1.341429e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 140158 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17218 members 
Mstep: Class 7 contains 8303 members 
Mstep: Class 8 contains 8566 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 113811 members 
Mstep: Class 13 contains 88546 members 
Mstep: Class 14 contains 76620 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 44268 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 37453 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 92348 members 
Mstep: Class 22 contains 3672 members 
Mstep: Class 23 contains 8069 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 253391 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1359 members 
Entering Unmasked Estep 
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Iteration 150Q: 32 clusters Score -1.341432e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 140149 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17211 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 8563 members 
Mstep: Class 9 contains 6330 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 113805 members 
Mstep: Class 13 contains 88278 members 
Mstep: Class 14 contains 76617 members 
Mstep: Class 15 contains 7921 members 
Mstep: Class 16 contains 44349 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 92351 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 8067 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6614 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 253513 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1365 members 
Entering Unmasked Estep 
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Iteration 151Q: 32 clusters Score -1.34143e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 140121 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 45215 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 8553 members 
Mstep: Class 9 contains 6330 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 113798 members 
Mstep: Class 13 contains 88034 members 
Mstep: Class 14 contains 76611 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 44425 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 92357 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 8061 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 253636 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1365 members 
Entering Unmasked Estep 
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Iteration 152Q: 32 clusters Score -1.341431e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 140091 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 45308 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 113803 members 
Mstep: Class 13 contains 87778 members 
Mstep: Class 14 contains 76600 members 
Mstep: Class 15 contains 7882 members 
Mstep: Class 16 contains 44501 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37570 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 92367 members 
Mstep: Class 22 contains 3690 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6642 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 253756 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1362 members 
Entering Unmasked Estep 
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Iteration 153Q: 32 clusters Score -1.341431e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 140057 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 45412 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 6323 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 113816 members 
Mstep: Class 13 contains 87515 members 
Mstep: Class 14 contains 76592 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 44593 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37594 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 92372 members 
Mstep: Class 22 contains 3690 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 253840 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1361 members 
Entering Unmasked Estep 
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Iteration 154Q: 32 clusters Score -1.341432e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 140017 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 45518 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 113804 members 
Mstep: Class 13 contains 87295 members 
Mstep: Class 14 contains 76583 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 44653 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37620 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 92380 members 
Mstep: Class 22 contains 3693 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 253945 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
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Iteration 155Q: 32 clusters Score -1.34143e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 139988 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 45631 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 113787 members 
Mstep: Class 13 contains 87078 members 
Mstep: Class 14 contains 76570 members 
Mstep: Class 15 contains 7819 members 
Mstep: Class 16 contains 44713 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 92391 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6657 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 254029 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 32 clusters Score -1.341428e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 139963 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 45743 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17204 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 8522 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 113779 members 
Mstep: Class 13 contains 86899 members 
Mstep: Class 14 contains 76564 members 
Mstep: Class 15 contains 7801 members 
Mstep: Class 16 contains 44777 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 92403 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 8040 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6661 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 254077 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142648.000000 Penalty: 106292.804688
Iteration 157Q: 32 clusters Score -1.341426e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 139914 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17200 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 8519 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 113773 members 
Mstep: Class 13 contains 86748 members 
Mstep: Class 14 contains 76560 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 44835 members 
Mstep: Class 17 contains 2261 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37683 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 92412 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6665 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 254130 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134142656.000000 Penalty: 106292.804688
Iteration 158Q: 32 clusters Score -1.341427e+08 nChanged 435
Entering ConstructFrom: 
Score: -134142656.000000 Penalty: 106292.804688
Entering ConstructFrom: 
Trying to split cluster 1 (23551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Entering Unmasked Estep 
Score: -3252627.000000 Penalty: 2496.596924
	Iteration 0F: 2 clusters Score -3252627 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 11739 members 
Entering Unmasked Estep 
Score: -3236379.000000 Penalty: 4993.193848
	Iteration 0F: 3 clusters Score -3236379 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3242049.000000 Penalty: 4993.193848
	Iteration 1F: 3 clusters Score -3242049 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3242524.000000 Penalty: 4993.193848
	Iteration 2F: 3 clusters Score -3242524 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3242935.000000 Penalty: 4993.193848
	Iteration 3Q: 3 clusters Score -3242935 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3243386.500000 Penalty: 4993.193848
	Iteration 4Q: 3 clusters Score -3243386 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3243928.250000 Penalty: 4993.193848
	Iteration 5Q: 3 clusters Score -3243928 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3244540.750000 Penalty: 4993.193848
	Iteration 6F: 3 clusters Score -3244541 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3245322.250000 Penalty: 4993.193848
	Iteration 7F: 3 clusters Score -3245322 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3246244.750000 Penalty: 4993.193848
	Iteration 8F: 3 clusters Score -3246245 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3247227.250000 Penalty: 4993.193848
	Iteration 9F: 3 clusters Score -3247227 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3248089.500000 Penalty: 4993.193848
	Iteration 10Q: 3 clusters Score -3248090 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3248679.000000 Penalty: 4993.193848
	Iteration 11Q: 3 clusters Score -3248679 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3249064.000000 Penalty: 4993.193848
	Iteration 12Q: 3 clusters Score -3249064 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3249306.250000 Penalty: 4993.193848
	Iteration 13Q: 3 clusters Score -3249306 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3249467.750000 Penalty: 4993.193848
	Iteration 14Q: 3 clusters Score -3249468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3249662.000000 Penalty: 4993.193848
	Iteration 15Q: 3 clusters Score -3249662 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3249802.750000 Penalty: 4993.193848
	Iteration 16Q: 3 clusters Score -3249803 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3249920.750000 Penalty: 4993.193848
	Iteration 17Q: 3 clusters Score -3249921 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3250025.250000 Penalty: 4993.193848
	Iteration 18Q: 3 clusters Score -3250025 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3250084.750000 Penalty: 4993.193848
	Iteration 19Q: 3 clusters Score -3250085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3250151.500000 Penalty: 4993.193848
	Iteration 20F: 3 clusters Score -3250152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3250204.500000 Penalty: 4993.193848
	Iteration 21Q: 3 clusters Score -3250204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3250265.250000 Penalty: 4993.193848
	Iteration 22Q: 3 clusters Score -3250265 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3250312.000000 Penalty: 4993.193848
	Iteration 23Q: 3 clusters Score -3250312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3250365.250000 Penalty: 4993.193848
	Iteration 24Q: 3 clusters Score -3250365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3250397.500000 Penalty: 4993.193848
	Iteration 25Q: 3 clusters Score -3250398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3250441.250000 Penalty: 4993.193848
	Iteration 26Q: 3 clusters Score -3250441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3250451.000000 Penalty: 4993.193848
	Iteration 27Q: 3 clusters Score -3250451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3250468.500000 Penalty: 4993.193848
	Iteration 28Q: 3 clusters Score -3250468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3250489.000000 Penalty: 4993.193848
	Iteration 29Q: 3 clusters Score -3250489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3250498.000000 Penalty: 4993.193848
	Iteration 30Q: 3 clusters Score -3250498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3250510.500000 Penalty: 4993.193848
	Iteration 31Q: 3 clusters Score -3250510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3250529.000000 Penalty: 4993.193848
	Iteration 32Q: 3 clusters Score -3250529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3250546.250000 Penalty: 4993.193848
	Iteration 33Q: 3 clusters Score -3250546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3250555.500000 Penalty: 4993.193848
	Iteration 34Q: 3 clusters Score -3250556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3250567.500000 Penalty: 4993.193848
	Iteration 35Q: 3 clusters Score -3250568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3250566.000000 Penalty: 4993.193848
	Iteration 36Q: 3 clusters Score -3250566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3250576.750000 Penalty: 4993.193848
	Iteration 37Q: 3 clusters Score -3250577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3250590.000000 Penalty: 4993.193848
	Iteration 38Q: 3 clusters Score -3250590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3250586.500000 Penalty: 4993.193848
	Iteration 39Q: 3 clusters Score -3250586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3250591.750000 Penalty: 4993.193848
	Iteration 40F: 3 clusters Score -3250592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3250595.500000 Penalty: 4993.193848
	Iteration 41Q: 3 clusters Score -3250596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3250601.000000 Penalty: 4993.193848
	Iteration 42Q: 3 clusters Score -3250601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3250604.750000 Penalty: 4993.193848
	Iteration 43Q: 3 clusters Score -3250605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3250607.000000 Penalty: 4993.193848
	Iteration 44Q: 3 clusters Score -3250607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3250604.000000 Penalty: 4993.193848
	Iteration 45Q: 3 clusters Score -3250604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3250604.250000 Penalty: 4993.193848
	Iteration 46Q: 3 clusters Score -3250604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3250603.750000 Penalty: 4993.193848
	Iteration 47Q: 3 clusters Score -3250604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3250605.000000 Penalty: 4993.193848
	Iteration 48Q: 3 clusters Score -3250605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3250605.000000 Penalty: 4993.193848
	Iteration 49F: 3 clusters Score -3250605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (139882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139882 members 
Entering Unmasked Estep 
Score: -19076338.000000 Penalty: 2938.441650
	Iteration 0F: 2 clusters Score -1.907634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -18985054.000000 Penalty: 5876.883301
	Iteration 0F: 3 clusters Score -1.898505e+07 nChanged 66555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -19023002.000000 Penalty: 5876.883301
	Iteration 1F: 3 clusters Score -1.9023e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -19023614.000000 Penalty: 5876.883301
	Iteration 2Q: 3 clusters Score -1.902361e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -19024448.000000 Penalty: 5876.883301
	Iteration 3Q: 3 clusters Score -1.902445e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -19025650.000000 Penalty: 5876.883301
	Iteration 4Q: 3 clusters Score -1.902565e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -19027588.000000 Penalty: 5876.883301
	Iteration 5Q: 3 clusters Score -1.902759e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -19031018.000000 Penalty: 5876.883301
	Iteration 6F: 3 clusters Score -1.903102e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -19037178.000000 Penalty: 5876.883301
	Iteration 7F: 3 clusters Score -1.903718e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -19046360.000000 Penalty: 5876.883301
	Iteration 8F: 3 clusters Score -1.904636e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -19056592.000000 Penalty: 5876.883301
	Iteration 9F: 3 clusters Score -1.905659e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -19065068.000000 Penalty: 5876.883301
	Iteration 10F: 3 clusters Score -1.906507e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133296 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -19069572.000000 Penalty: 5876.883301
	Iteration 11Q: 3 clusters Score -1.906957e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -19071698.000000 Penalty: 5876.883301
	Iteration 12Q: 3 clusters Score -1.90717e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137379 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -19072588.000000 Penalty: 5876.883301
	Iteration 13Q: 3 clusters Score -1.907259e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138063 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19073034.000000 Penalty: 5876.883301
	Iteration 14Q: 3 clusters Score -1.907303e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19073308.000000 Penalty: 5876.883301
	Iteration 15Q: 3 clusters Score -1.907331e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19073432.000000 Penalty: 5876.883301
	Iteration 16Q: 3 clusters Score -1.907343e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138768 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19073502.000000 Penalty: 5876.883301
	Iteration 17Q: 3 clusters Score -1.90735e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19073574.000000 Penalty: 5876.883301
	Iteration 18Q: 3 clusters Score -1.907357e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138951 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19073628.000000 Penalty: 5876.883301
	Iteration 19Q: 3 clusters Score -1.907363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19073652.000000 Penalty: 5876.883301
	Iteration 20F: 3 clusters Score -1.907365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19073686.000000 Penalty: 5876.883301
	Iteration 21Q: 3 clusters Score -1.907369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19073720.000000 Penalty: 5876.883301
	Iteration 22Q: 3 clusters Score -1.907372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -19073702.000000 Penalty: 5876.883301
	Iteration 23Q: 3 clusters Score -1.90737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139129 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19073706.000000 Penalty: 5876.883301
	Iteration 24Q: 3 clusters Score -1.907371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19073722.000000 Penalty: 5876.883301
	Iteration 25Q: 3 clusters Score -1.907372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19073724.000000 Penalty: 5876.883301
	Iteration 26Q: 3 clusters Score -1.907372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19073738.000000 Penalty: 5876.883301
	Iteration 27Q: 3 clusters Score -1.907374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19073740.000000 Penalty: 5876.883301
	Iteration 28Q: 3 clusters Score -1.907374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 5876.883301
	Iteration 29Q: 3 clusters Score -1.907375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19073772.000000 Penalty: 5876.883301
	Iteration 30Q: 3 clusters Score -1.907377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -19073746.000000 Penalty: 5876.883301
	Iteration 31Q: 3 clusters Score -1.907375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 5876.883301
	Iteration 32Q: 3 clusters Score -1.907375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19073758.000000 Penalty: 5876.883301
	Iteration 33Q: 3 clusters Score -1.907376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139203 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19073756.000000 Penalty: 5876.883301
	Iteration 34Q: 3 clusters Score -1.907376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139205 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19073766.000000 Penalty: 5876.883301
	Iteration 35Q: 3 clusters Score -1.907377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19073770.000000 Penalty: 5876.883301
	Iteration 36Q: 3 clusters Score -1.907377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 5876.883301
	Iteration 37Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19073746.000000 Penalty: 5876.883301
	Iteration 38Q: 3 clusters Score -1.907375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19073748.000000 Penalty: 5876.883301
	Iteration 39Q: 3 clusters Score -1.907375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139213 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19073760.000000 Penalty: 5876.883301
	Iteration 40F: 3 clusters Score -1.907376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -19073756.000000 Penalty: 5876.883301
	Iteration 41Q: 3 clusters Score -1.907376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19073752.000000 Penalty: 5876.883301
	Iteration 42Q: 3 clusters Score -1.907375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19073752.000000 Penalty: 5876.883301
	Iteration 43Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139218 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19073746.000000 Penalty: 5876.883301
	Iteration 44Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19073746.000000 Penalty: 5876.883301
	Iteration 45Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19073748.000000 Penalty: 5876.883301
	Iteration 46Q: 3 clusters Score -1.907375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19073738.000000 Penalty: 5876.883301
	Iteration 47Q: 3 clusters Score -1.907374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139225 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19073752.000000 Penalty: 5876.883301
	Iteration 48Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19073764.000000 Penalty: 5876.883301
	Iteration 49Q: 3 clusters Score -1.907376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139228 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19073766.000000 Penalty: 5876.883301
	Iteration 50Q: 3 clusters Score -1.907377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139229 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19073766.000000 Penalty: 5876.883301
	Iteration 51Q: 3 clusters Score -1.907377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139230 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19073774.000000 Penalty: 5876.883301
	Iteration 52Q: 3 clusters Score -1.907377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139234 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19073778.000000 Penalty: 5876.883301
	Iteration 53Q: 3 clusters Score -1.907378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19073770.000000 Penalty: 5876.883301
	Iteration 54Q: 3 clusters Score -1.907377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19073764.000000 Penalty: 5876.883301
	Iteration 55Q: 3 clusters Score -1.907376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139241 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -19073754.000000 Penalty: 5876.883301
	Iteration 56Q: 3 clusters Score -1.907375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139242 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 5876.883301
	Iteration 57Q: 3 clusters Score -1.907375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139242 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 5876.883301
	Iteration 58F: 3 clusters Score -1.907375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -600589.812500 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -600589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -596417.500000 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -596417.5 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -597323.250000 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -597323.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -597596.187500 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -597596.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -597792.812500 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -597792.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -597988.812500 Penalty: 4167.061035
	Iteration 4F: 3 clusters Score -597988.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -598176.500000 Penalty: 4167.061035
	Iteration 5F: 3 clusters Score -598176.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -598299.687500 Penalty: 4167.061035
	Iteration 6Q: 3 clusters Score -598299.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -598412.312500 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -598412.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -598482.750000 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -598482.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -598524.000000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -598524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -598553.812500 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -598553.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -598570.750000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -598570.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -598584.625000 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -598584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -598597.562500 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -598597.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -598603.250000 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -598603.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -598611.687500 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -598611.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -598620.750000 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -598620.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -598630.625000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -598630.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -598644.562500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -598644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -598652.187500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -598652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -598657.375000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -598657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -598659.937500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -598659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -598661.250000 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -598661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -598664.250000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -598664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -598669.562500 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -598669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -598677.812500 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -598677.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -598684.687500 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -598684.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -598694.000000 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -598694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -598701.750000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -598701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -598705.000000 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -598705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -598711.562500 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -598711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -598715.062500 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -598715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -598716.562500 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -598716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -598719.125000 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -598719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -598719.125000 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -598719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -598719.125000 Penalty: 4167.061035
	Iteration 35F: 3 clusters Score -598719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Entering Unmasked Estep 
Score: -5870029.500000 Penalty: 2662.286621
	Iteration 0F: 2 clusters Score -5870030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5839094.000000 Penalty: 5324.573242
	Iteration 0F: 3 clusters Score -5839094 nChanged 21069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5851011.000000 Penalty: 5324.573242
	Iteration 1F: 3 clusters Score -5851011 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5851725.000000 Penalty: 5324.573242
	Iteration 2Q: 3 clusters Score -5851725 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5852324.500000 Penalty: 5324.573242
	Iteration 3Q: 3 clusters Score -5852324 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5852925.000000 Penalty: 5324.573242
	Iteration 4Q: 3 clusters Score -5852925 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5853569.500000 Penalty: 5324.573242
	Iteration 5Q: 3 clusters Score -5853570 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5854249.500000 Penalty: 5324.573242
	Iteration 6Q: 3 clusters Score -5854250 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5854965.500000 Penalty: 5324.573242
	Iteration 7Q: 3 clusters Score -5854966 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5855849.000000 Penalty: 5324.573242
	Iteration 8Q: 3 clusters Score -5855849 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5856796.000000 Penalty: 5324.573242
	Iteration 9Q: 3 clusters Score -5856796 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5857662.000000 Penalty: 5324.573242
	Iteration 10Q: 3 clusters Score -5857662 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5858612.500000 Penalty: 5324.573242
	Iteration 11Q: 3 clusters Score -5858612 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5859641.500000 Penalty: 5324.573242
	Iteration 12Q: 3 clusters Score -5859642 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5860493.500000 Penalty: 5324.573242
	Iteration 13Q: 3 clusters Score -5860494 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5861099.000000 Penalty: 5324.573242
	Iteration 14Q: 3 clusters Score -5861099 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -5861433.000000 Penalty: 5324.573242
	Iteration 15Q: 3 clusters Score -5861433 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -5861601.500000 Penalty: 5324.573242
	Iteration 16Q: 3 clusters Score -5861602 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5861697.500000 Penalty: 5324.573242
	Iteration 17Q: 3 clusters Score -5861698 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5861728.000000 Penalty: 5324.573242
	Iteration 18Q: 3 clusters Score -5861728 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -5861768.500000 Penalty: 5324.573242
	Iteration 19Q: 3 clusters Score -5861768 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5861799.500000 Penalty: 5324.573242
	Iteration 20F: 3 clusters Score -5861800 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5861809.000000 Penalty: 5324.573242
	Iteration 21Q: 3 clusters Score -5861809 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -5861845.000000 Penalty: 5324.573242
	Iteration 22Q: 3 clusters Score -5861845 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -5861887.000000 Penalty: 5324.573242
	Iteration 23Q: 3 clusters Score -5861887 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -5861933.500000 Penalty: 5324.573242
	Iteration 24Q: 3 clusters Score -5861934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5861961.500000 Penalty: 5324.573242
	Iteration 25Q: 3 clusters Score -5861962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5862005.000000 Penalty: 5324.573242
	Iteration 26Q: 3 clusters Score -5862005 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5862050.000000 Penalty: 5324.573242
	Iteration 27Q: 3 clusters Score -5862050 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5862082.000000 Penalty: 5324.573242
	Iteration 28Q: 3 clusters Score -5862082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5862119.000000 Penalty: 5324.573242
	Iteration 29Q: 3 clusters Score -5862119 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -5862134.000000 Penalty: 5324.573242
	Iteration 30Q: 3 clusters Score -5862134 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5862173.500000 Penalty: 5324.573242
	Iteration 31Q: 3 clusters Score -5862174 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5862223.000000 Penalty: 5324.573242
	Iteration 32Q: 3 clusters Score -5862223 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5862279.000000 Penalty: 5324.573242
	Iteration 33Q: 3 clusters Score -5862279 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5862374.500000 Penalty: 5324.573242
	Iteration 34Q: 3 clusters Score -5862374 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5862409.000000 Penalty: 5324.573242
	Iteration 35Q: 3 clusters Score -5862409 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5862461.000000 Penalty: 5324.573242
	Iteration 36Q: 3 clusters Score -5862461 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5862524.500000 Penalty: 5324.573242
	Iteration 37Q: 3 clusters Score -5862524 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5862553.000000 Penalty: 5324.573242
	Iteration 38Q: 3 clusters Score -5862553 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5862618.500000 Penalty: 5324.573242
	Iteration 39Q: 3 clusters Score -5862618 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5862690.500000 Penalty: 5324.573242
	Iteration 40F: 3 clusters Score -5862690 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5862779.000000 Penalty: 5324.573242
	Iteration 41Q: 3 clusters Score -5862779 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5862840.000000 Penalty: 5324.573242
	Iteration 42Q: 3 clusters Score -5862840 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5862899.500000 Penalty: 5324.573242
	Iteration 43Q: 3 clusters Score -5862900 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5862972.500000 Penalty: 5324.573242
	Iteration 44Q: 3 clusters Score -5862972 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5863057.000000 Penalty: 5324.573242
	Iteration 45Q: 3 clusters Score -5863057 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5863147.000000 Penalty: 5324.573242
	Iteration 46Q: 3 clusters Score -5863147 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5863258.500000 Penalty: 5324.573242
	Iteration 47Q: 3 clusters Score -5863258 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -5863330.000000 Penalty: 5324.573242
	Iteration 48Q: 3 clusters Score -5863330 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5863408.000000 Penalty: 5324.573242
	Iteration 49Q: 3 clusters Score -5863408 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5863475.500000 Penalty: 5324.573242
	Iteration 50Q: 3 clusters Score -5863476 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5863579.000000 Penalty: 5324.573242
	Iteration 51Q: 3 clusters Score -5863579 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5863662.000000 Penalty: 5324.573242
	Iteration 52Q: 3 clusters Score -5863662 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -5863720.000000 Penalty: 5324.573242
	Iteration 53Q: 3 clusters Score -5863720 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5863811.500000 Penalty: 5324.573242
	Iteration 54Q: 3 clusters Score -5863812 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5863960.000000 Penalty: 5324.573242
	Iteration 55Q: 3 clusters Score -5863960 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5864082.500000 Penalty: 5324.573242
	Iteration 56Q: 3 clusters Score -5864082 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5864212.000000 Penalty: 5324.573242
	Iteration 57Q: 3 clusters Score -5864212 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5864357.500000 Penalty: 5324.573242
	Iteration 58Q: 3 clusters Score -5864358 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5864524.000000 Penalty: 5324.573242
	Iteration 59Q: 3 clusters Score -5864524 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5864681.000000 Penalty: 5324.573242
	Iteration 60F: 3 clusters Score -5864681 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5864879.000000 Penalty: 5324.573242
	Iteration 61Q: 3 clusters Score -5864879 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5865056.000000 Penalty: 5324.573242
	Iteration 62Q: 3 clusters Score -5865056 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -5865242.000000 Penalty: 5324.573242
	Iteration 63Q: 3 clusters Score -5865242 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5865452.500000 Penalty: 5324.573242
	Iteration 64Q: 3 clusters Score -5865452 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -5865658.500000 Penalty: 5324.573242
	Iteration 65Q: 3 clusters Score -5865658 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -5865857.000000 Penalty: 5324.573242
	Iteration 66Q: 3 clusters Score -5865857 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -5866057.000000 Penalty: 5324.573242
	Iteration 67Q: 3 clusters Score -5866057 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5866231.500000 Penalty: 5324.573242
	Iteration 68Q: 3 clusters Score -5866232 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5866399.000000 Penalty: 5324.573242
	Iteration 69Q: 3 clusters Score -5866399 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5866512.000000 Penalty: 5324.573242
	Iteration 70Q: 3 clusters Score -5866512 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5866642.000000 Penalty: 5324.573242
	Iteration 71Q: 3 clusters Score -5866642 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5866749.000000 Penalty: 5324.573242
	Iteration 72Q: 3 clusters Score -5866749 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5866878.000000 Penalty: 5324.573242
	Iteration 73Q: 3 clusters Score -5866878 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -5867022.000000 Penalty: 5324.573242
	Iteration 74Q: 3 clusters Score -5867022 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5867138.500000 Penalty: 5324.573242
	Iteration 75Q: 3 clusters Score -5867138 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5867250.000000 Penalty: 5324.573242
	Iteration 76Q: 3 clusters Score -5867250 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5867395.500000 Penalty: 5324.573242
	Iteration 77Q: 3 clusters Score -5867396 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5867497.500000 Penalty: 5324.573242
	Iteration 78Q: 3 clusters Score -5867498 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5867580.500000 Penalty: 5324.573242
	Iteration 79Q: 3 clusters Score -5867580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5867665.500000 Penalty: 5324.573242
	Iteration 80F: 3 clusters Score -5867666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5867751.000000 Penalty: 5324.573242
	Iteration 81Q: 3 clusters Score -5867751 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5867793.500000 Penalty: 5324.573242
	Iteration 82Q: 3 clusters Score -5867794 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5867859.500000 Penalty: 5324.573242
	Iteration 83Q: 3 clusters Score -5867860 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5867896.500000 Penalty: 5324.573242
	Iteration 84Q: 3 clusters Score -5867896 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5867963.500000 Penalty: 5324.573242
	Iteration 85Q: 3 clusters Score -5867964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5868008.500000 Penalty: 5324.573242
	Iteration 86Q: 3 clusters Score -5868008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5868055.000000 Penalty: 5324.573242
	Iteration 87Q: 3 clusters Score -5868055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5868093.500000 Penalty: 5324.573242
	Iteration 88Q: 3 clusters Score -5868094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5868117.500000 Penalty: 5324.573242
	Iteration 89Q: 3 clusters Score -5868118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5868156.000000 Penalty: 5324.573242
	Iteration 90Q: 3 clusters Score -5868156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5868172.000000 Penalty: 5324.573242
	Iteration 91Q: 3 clusters Score -5868172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5868171.000000 Penalty: 5324.573242
	Iteration 92Q: 3 clusters Score -5868171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5868173.000000 Penalty: 5324.573242
	Iteration 93Q: 3 clusters Score -5868173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5868188.000000 Penalty: 5324.573242
	Iteration 94Q: 3 clusters Score -5868188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5868223.500000 Penalty: 5324.573242
	Iteration 95Q: 3 clusters Score -5868224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5868230.500000 Penalty: 5324.573242
	Iteration 96Q: 3 clusters Score -5868230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5868238.500000 Penalty: 5324.573242
	Iteration 97Q: 3 clusters Score -5868238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5868247.500000 Penalty: 5324.573242
	Iteration 98Q: 3 clusters Score -5868248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5868252.000000 Penalty: 5324.573242
	Iteration 99Q: 3 clusters Score -5868252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5868248.500000 Penalty: 5324.573242
	Iteration 100F: 3 clusters Score -5868248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5868256.000000 Penalty: 5324.573242
	Iteration 101Q: 3 clusters Score -5868256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5868268.000000 Penalty: 5324.573242
	Iteration 102Q: 3 clusters Score -5868268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5868279.000000 Penalty: 5324.573242
	Iteration 103Q: 3 clusters Score -5868279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5868282.500000 Penalty: 5324.573242
	Iteration 104Q: 3 clusters Score -5868282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5868276.500000 Penalty: 5324.573242
	Iteration 105Q: 3 clusters Score -5868276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5868283.000000 Penalty: 5324.573242
	Iteration 106Q: 3 clusters Score -5868283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5868282.000000 Penalty: 5324.573242
	Iteration 107Q: 3 clusters Score -5868282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5868285.000000 Penalty: 5324.573242
	Iteration 108Q: 3 clusters Score -5868285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5868284.500000 Penalty: 5324.573242
	Iteration 109Q: 3 clusters Score -5868284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5868285.500000 Penalty: 5324.573242
	Iteration 110Q: 3 clusters Score -5868286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5868285.500000 Penalty: 5324.573242
	Iteration 111Q: 3 clusters Score -5868286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5868285.500000 Penalty: 5324.573242
	Iteration 112F: 3 clusters Score -5868286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -130772.851562 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -130772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128847.179688 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -128847.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129282.242188 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -129282.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129593.414062 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -129593.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -129954.226562 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -129954.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130192.781250 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -130192.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130322.656250 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -130322.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130398.078125 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -130398.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130474.687500 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -130474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -130510.890625 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -130510.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -130543.828125 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -130543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130550.578125 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -130550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130553.343750 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -130553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130553.343750 Penalty: 3453.742188
	Iteration 12F: 3 clusters Score -130553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -2380375.500000 Penalty: 2418.631836
	Iteration 0F: 2 clusters Score -2380376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2368086.000000 Penalty: 4837.263672
	Iteration 0F: 3 clusters Score -2368086 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2372056.250000 Penalty: 4837.263672
	Iteration 1F: 3 clusters Score -2372056 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2372387.750000 Penalty: 4837.263672
	Iteration 2F: 3 clusters Score -2372388 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2372626.500000 Penalty: 4837.263672
	Iteration 3Q: 3 clusters Score -2372626 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2372807.750000 Penalty: 4837.263672
	Iteration 4Q: 3 clusters Score -2372808 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2372969.250000 Penalty: 4837.263672
	Iteration 5Q: 3 clusters Score -2372969 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2373141.750000 Penalty: 4837.263672
	Iteration 6Q: 3 clusters Score -2373142 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2373289.750000 Penalty: 4837.263672
	Iteration 7Q: 3 clusters Score -2373290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2373435.250000 Penalty: 4837.263672
	Iteration 8Q: 3 clusters Score -2373435 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2373580.750000 Penalty: 4837.263672
	Iteration 9Q: 3 clusters Score -2373581 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2373738.750000 Penalty: 4837.263672
	Iteration 10Q: 3 clusters Score -2373739 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2373975.000000 Penalty: 4837.263672
	Iteration 11Q: 3 clusters Score -2373975 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2374267.500000 Penalty: 4837.263672
	Iteration 12Q: 3 clusters Score -2374268 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2374634.500000 Penalty: 4837.263672
	Iteration 13Q: 3 clusters Score -2374634 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2375105.000000 Penalty: 4837.263672
	Iteration 14Q: 3 clusters Score -2375105 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2375648.500000 Penalty: 4837.263672
	Iteration 15Q: 3 clusters Score -2375648 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2376137.500000 Penalty: 4837.263672
	Iteration 16Q: 3 clusters Score -2376138 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2376596.000000 Penalty: 4837.263672
	Iteration 17Q: 3 clusters Score -2376596 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2376972.750000 Penalty: 4837.263672
	Iteration 18Q: 3 clusters Score -2376973 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2377236.500000 Penalty: 4837.263672
	Iteration 19Q: 3 clusters Score -2377236 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2377421.750000 Penalty: 4837.263672
	Iteration 20F: 3 clusters Score -2377422 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2377569.500000 Penalty: 4837.263672
	Iteration 21Q: 3 clusters Score -2377570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2377691.000000 Penalty: 4837.263672
	Iteration 22Q: 3 clusters Score -2377691 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2377796.500000 Penalty: 4837.263672
	Iteration 23Q: 3 clusters Score -2377796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2377886.250000 Penalty: 4837.263672
	Iteration 24Q: 3 clusters Score -2377886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2377953.000000 Penalty: 4837.263672
	Iteration 25Q: 3 clusters Score -2377953 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2378014.250000 Penalty: 4837.263672
	Iteration 26Q: 3 clusters Score -2378014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2378061.000000 Penalty: 4837.263672
	Iteration 27Q: 3 clusters Score -2378061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2378102.000000 Penalty: 4837.263672
	Iteration 28Q: 3 clusters Score -2378102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2378143.000000 Penalty: 4837.263672
	Iteration 29Q: 3 clusters Score -2378143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2378159.500000 Penalty: 4837.263672
	Iteration 30Q: 3 clusters Score -2378160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2378175.250000 Penalty: 4837.263672
	Iteration 31Q: 3 clusters Score -2378175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2378184.250000 Penalty: 4837.263672
	Iteration 32Q: 3 clusters Score -2378184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2378194.000000 Penalty: 4837.263672
	Iteration 33Q: 3 clusters Score -2378194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2378197.250000 Penalty: 4837.263672
	Iteration 34Q: 3 clusters Score -2378197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2378201.750000 Penalty: 4837.263672
	Iteration 35Q: 3 clusters Score -2378202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2378201.750000 Penalty: 4837.263672
	Iteration 36Q: 3 clusters Score -2378202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2378206.750000 Penalty: 4837.263672
	Iteration 37Q: 3 clusters Score -2378207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2378208.750000 Penalty: 4837.263672
	Iteration 38Q: 3 clusters Score -2378209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2378211.500000 Penalty: 4837.263672
	Iteration 39Q: 3 clusters Score -2378212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2378214.250000 Penalty: 4837.263672
	Iteration 40F: 3 clusters Score -2378214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2378221.500000 Penalty: 4837.263672
	Iteration 41Q: 3 clusters Score -2378222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2378228.250000 Penalty: 4837.263672
	Iteration 42Q: 3 clusters Score -2378228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2378225.750000 Penalty: 4837.263672
	Iteration 43Q: 3 clusters Score -2378226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2378234.500000 Penalty: 4837.263672
	Iteration 44Q: 3 clusters Score -2378234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2378239.000000 Penalty: 4837.263672
	Iteration 45Q: 3 clusters Score -2378239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2378244.000000 Penalty: 4837.263672
	Iteration 46Q: 3 clusters Score -2378244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2378252.250000 Penalty: 4837.263672
	Iteration 47Q: 3 clusters Score -2378252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2378255.000000 Penalty: 4837.263672
	Iteration 48Q: 3 clusters Score -2378255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2378260.250000 Penalty: 4837.263672
	Iteration 49Q: 3 clusters Score -2378260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2378269.500000 Penalty: 4837.263672
	Iteration 50Q: 3 clusters Score -2378270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2378272.000000 Penalty: 4837.263672
	Iteration 51Q: 3 clusters Score -2378272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2378278.500000 Penalty: 4837.263672
	Iteration 52Q: 3 clusters Score -2378278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2378285.750000 Penalty: 4837.263672
	Iteration 53Q: 3 clusters Score -2378286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2378290.750000 Penalty: 4837.263672
	Iteration 54Q: 3 clusters Score -2378291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2378290.750000 Penalty: 4837.263672
	Iteration 55Q: 3 clusters Score -2378291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2378294.000000 Penalty: 4837.263672
	Iteration 56Q: 3 clusters Score -2378294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2378299.500000 Penalty: 4837.263672
	Iteration 57Q: 3 clusters Score -2378300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2378305.000000 Penalty: 4837.263672
	Iteration 58Q: 3 clusters Score -2378305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2378304.000000 Penalty: 4837.263672
	Iteration 59Q: 3 clusters Score -2378304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2378305.500000 Penalty: 4837.263672
	Iteration 60F: 3 clusters Score -2378306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2378306.000000 Penalty: 4837.263672
	Iteration 61Q: 3 clusters Score -2378306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2378307.500000 Penalty: 4837.263672
	Iteration 62Q: 3 clusters Score -2378308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2378314.250000 Penalty: 4837.263672
	Iteration 63Q: 3 clusters Score -2378314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2378323.500000 Penalty: 4837.263672
	Iteration 64Q: 3 clusters Score -2378324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2378322.250000 Penalty: 4837.263672
	Iteration 65Q: 3 clusters Score -2378322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2378326.500000 Penalty: 4837.263672
	Iteration 66Q: 3 clusters Score -2378326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2378327.250000 Penalty: 4837.263672
	Iteration 67Q: 3 clusters Score -2378327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2378328.750000 Penalty: 4837.263672
	Iteration 68Q: 3 clusters Score -2378329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2378332.250000 Penalty: 4837.263672
	Iteration 69Q: 3 clusters Score -2378332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2378333.750000 Penalty: 4837.263672
	Iteration 70Q: 3 clusters Score -2378334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2378335.000000 Penalty: 4837.263672
	Iteration 71Q: 3 clusters Score -2378335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2378335.250000 Penalty: 4837.263672
	Iteration 72Q: 3 clusters Score -2378335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2378334.000000 Penalty: 4837.263672
	Iteration 73Q: 3 clusters Score -2378334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2378334.000000 Penalty: 4837.263672
	Iteration 74F: 3 clusters Score -2378334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -1076100.125000 Penalty: 2238.968506
	Iteration 0F: 2 clusters Score -1076100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1069507.750000 Penalty: 4477.937012
	Iteration 0F: 3 clusters Score -1069508 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1071308.500000 Penalty: 4477.937012
	Iteration 1F: 3 clusters Score -1071308 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1071585.500000 Penalty: 4477.937012
	Iteration 2F: 3 clusters Score -1071586 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1071809.375000 Penalty: 4477.937012
	Iteration 3F: 3 clusters Score -1071809 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1071979.625000 Penalty: 4477.937012
	Iteration 4Q: 3 clusters Score -1071980 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1072125.875000 Penalty: 4477.937012
	Iteration 5Q: 3 clusters Score -1072126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1072262.750000 Penalty: 4477.937012
	Iteration 6Q: 3 clusters Score -1072263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1072380.000000 Penalty: 4477.937012
	Iteration 7Q: 3 clusters Score -1072380 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1072502.500000 Penalty: 4477.937012
	Iteration 8Q: 3 clusters Score -1072502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1072614.625000 Penalty: 4477.937012
	Iteration 9Q: 3 clusters Score -1072615 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1072739.875000 Penalty: 4477.937012
	Iteration 10Q: 3 clusters Score -1072740 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1072859.500000 Penalty: 4477.937012
	Iteration 11Q: 3 clusters Score -1072860 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1072978.875000 Penalty: 4477.937012
	Iteration 12Q: 3 clusters Score -1072979 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1073098.125000 Penalty: 4477.937012
	Iteration 13Q: 3 clusters Score -1073098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1073216.375000 Penalty: 4477.937012
	Iteration 14Q: 3 clusters Score -1073216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1073324.625000 Penalty: 4477.937012
	Iteration 15Q: 3 clusters Score -1073325 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1073411.125000 Penalty: 4477.937012
	Iteration 16Q: 3 clusters Score -1073411 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1073470.750000 Penalty: 4477.937012
	Iteration 17Q: 3 clusters Score -1073471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1073506.375000 Penalty: 4477.937012
	Iteration 18Q: 3 clusters Score -1073506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1073547.875000 Penalty: 4477.937012
	Iteration 19Q: 3 clusters Score -1073548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1073581.125000 Penalty: 4477.937012
	Iteration 20F: 3 clusters Score -1073581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1073615.500000 Penalty: 4477.937012
	Iteration 21Q: 3 clusters Score -1073616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1073654.250000 Penalty: 4477.937012
	Iteration 22Q: 3 clusters Score -1073654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1073680.125000 Penalty: 4477.937012
	Iteration 23Q: 3 clusters Score -1073680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1073711.125000 Penalty: 4477.937012
	Iteration 24Q: 3 clusters Score -1073711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1073743.000000 Penalty: 4477.937012
	Iteration 25Q: 3 clusters Score -1073743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1073777.625000 Penalty: 4477.937012
	Iteration 26Q: 3 clusters Score -1073778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1073808.000000 Penalty: 4477.937012
	Iteration 27Q: 3 clusters Score -1073808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1073833.250000 Penalty: 4477.937012
	Iteration 28Q: 3 clusters Score -1073833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1073854.875000 Penalty: 4477.937012
	Iteration 29Q: 3 clusters Score -1073855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1073881.250000 Penalty: 4477.937012
	Iteration 30Q: 3 clusters Score -1073881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1073916.250000 Penalty: 4477.937012
	Iteration 31Q: 3 clusters Score -1073916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1073942.750000 Penalty: 4477.937012
	Iteration 32Q: 3 clusters Score -1073943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1073974.875000 Penalty: 4477.937012
	Iteration 33Q: 3 clusters Score -1073975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1073996.250000 Penalty: 4477.937012
	Iteration 34Q: 3 clusters Score -1073996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1074021.750000 Penalty: 4477.937012
	Iteration 35Q: 3 clusters Score -1074022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1074052.500000 Penalty: 4477.937012
	Iteration 36Q: 3 clusters Score -1074052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1074073.875000 Penalty: 4477.937012
	Iteration 37Q: 3 clusters Score -1074074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1074089.500000 Penalty: 4477.937012
	Iteration 38Q: 3 clusters Score -1074090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1074110.625000 Penalty: 4477.937012
	Iteration 39Q: 3 clusters Score -1074111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1074125.125000 Penalty: 4477.937012
	Iteration 40F: 3 clusters Score -1074125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1074131.875000 Penalty: 4477.937012
	Iteration 41Q: 3 clusters Score -1074132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1074143.500000 Penalty: 4477.937012
	Iteration 42Q: 3 clusters Score -1074144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1074148.375000 Penalty: 4477.937012
	Iteration 43Q: 3 clusters Score -1074148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1074149.750000 Penalty: 4477.937012
	Iteration 44Q: 3 clusters Score -1074150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1074154.500000 Penalty: 4477.937012
	Iteration 45Q: 3 clusters Score -1074154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1074160.000000 Penalty: 4477.937012
	Iteration 46Q: 3 clusters Score -1074160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1074168.125000 Penalty: 4477.937012
	Iteration 47Q: 3 clusters Score -1074168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1074173.250000 Penalty: 4477.937012
	Iteration 48Q: 3 clusters Score -1074173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1074181.250000 Penalty: 4477.937012
	Iteration 49Q: 3 clusters Score -1074181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1074189.250000 Penalty: 4477.937012
	Iteration 50Q: 3 clusters Score -1074189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1074195.375000 Penalty: 4477.937012
	Iteration 51Q: 3 clusters Score -1074195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1074197.500000 Penalty: 4477.937012
	Iteration 52Q: 3 clusters Score -1074198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1074201.875000 Penalty: 4477.937012
	Iteration 53Q: 3 clusters Score -1074202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1074202.375000 Penalty: 4477.937012
	Iteration 54Q: 3 clusters Score -1074202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1074204.250000 Penalty: 4477.937012
	Iteration 55Q: 3 clusters Score -1074204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1074206.250000 Penalty: 4477.937012
	Iteration 56Q: 3 clusters Score -1074206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1074207.750000 Penalty: 4477.937012
	Iteration 57Q: 3 clusters Score -1074208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1074210.000000 Penalty: 4477.937012
	Iteration 58Q: 3 clusters Score -1074210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1074209.500000 Penalty: 4477.937012
	Iteration 59Q: 3 clusters Score -1074210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1074212.250000 Penalty: 4477.937012
	Iteration 60F: 3 clusters Score -1074212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1074215.125000 Penalty: 4477.937012
	Iteration 61Q: 3 clusters Score -1074215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1074215.375000 Penalty: 4477.937012
	Iteration 62Q: 3 clusters Score -1074215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1074215.500000 Penalty: 4477.937012
	Iteration 63Q: 3 clusters Score -1074216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1074217.250000 Penalty: 4477.937012
	Iteration 64Q: 3 clusters Score -1074217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1074216.750000 Penalty: 4477.937012
	Iteration 65Q: 3 clusters Score -1074217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1074216.125000 Penalty: 4477.937012
	Iteration 66Q: 3 clusters Score -1074216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1074218.750000 Penalty: 4477.937012
	Iteration 67Q: 3 clusters Score -1074219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1074220.125000 Penalty: 4477.937012
	Iteration 68Q: 3 clusters Score -1074220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1074221.250000 Penalty: 4477.937012
	Iteration 69Q: 3 clusters Score -1074221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1074221.250000 Penalty: 4477.937012
	Iteration 70F: 3 clusters Score -1074221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Entering Unmasked Estep 
Score: -1154750.875000 Penalty: 2244.034668
	Iteration 0F: 2 clusters Score -1154751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1148076.000000 Penalty: 4488.069336
	Iteration 0F: 3 clusters Score -1148076 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1149913.750000 Penalty: 4488.069336
	Iteration 1F: 3 clusters Score -1149914 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1150166.750000 Penalty: 4488.069336
	Iteration 2F: 3 clusters Score -1150167 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1150331.625000 Penalty: 4488.069336
	Iteration 3Q: 3 clusters Score -1150332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1150451.250000 Penalty: 4488.069336
	Iteration 4Q: 3 clusters Score -1150451 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1150535.125000 Penalty: 4488.069336
	Iteration 5Q: 3 clusters Score -1150535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1150604.875000 Penalty: 4488.069336
	Iteration 6Q: 3 clusters Score -1150605 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1150670.250000 Penalty: 4488.069336
	Iteration 7Q: 3 clusters Score -1150670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1150732.125000 Penalty: 4488.069336
	Iteration 8Q: 3 clusters Score -1150732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1150780.625000 Penalty: 4488.069336
	Iteration 9Q: 3 clusters Score -1150781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1150834.375000 Penalty: 4488.069336
	Iteration 10Q: 3 clusters Score -1150834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1150887.375000 Penalty: 4488.069336
	Iteration 11Q: 3 clusters Score -1150887 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1150948.625000 Penalty: 4488.069336
	Iteration 12Q: 3 clusters Score -1150949 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1151005.250000 Penalty: 4488.069336
	Iteration 13Q: 3 clusters Score -1151005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1151045.250000 Penalty: 4488.069336
	Iteration 14Q: 3 clusters Score -1151045 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1151077.125000 Penalty: 4488.069336
	Iteration 15Q: 3 clusters Score -1151077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1151112.750000 Penalty: 4488.069336
	Iteration 16Q: 3 clusters Score -1151113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1151155.750000 Penalty: 4488.069336
	Iteration 17Q: 3 clusters Score -1151156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1151197.250000 Penalty: 4488.069336
	Iteration 18Q: 3 clusters Score -1151197 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1151252.875000 Penalty: 4488.069336
	Iteration 19Q: 3 clusters Score -1151253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1151316.125000 Penalty: 4488.069336
	Iteration 20F: 3 clusters Score -1151316 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1151378.250000 Penalty: 4488.069336
	Iteration 21Q: 3 clusters Score -1151378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1151445.375000 Penalty: 4488.069336
	Iteration 22Q: 3 clusters Score -1151445 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1151518.750000 Penalty: 4488.069336
	Iteration 23Q: 3 clusters Score -1151519 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1151595.750000 Penalty: 4488.069336
	Iteration 24Q: 3 clusters Score -1151596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1151676.625000 Penalty: 4488.069336
	Iteration 25Q: 3 clusters Score -1151677 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1151759.875000 Penalty: 4488.069336
	Iteration 26Q: 3 clusters Score -1151760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1151832.875000 Penalty: 4488.069336
	Iteration 27Q: 3 clusters Score -1151833 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1151919.500000 Penalty: 4488.069336
	Iteration 28Q: 3 clusters Score -1151920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1151993.000000 Penalty: 4488.069336
	Iteration 29Q: 3 clusters Score -1151993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1152078.000000 Penalty: 4488.069336
	Iteration 30Q: 3 clusters Score -1152078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1152159.250000 Penalty: 4488.069336
	Iteration 31Q: 3 clusters Score -1152159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1152221.250000 Penalty: 4488.069336
	Iteration 32Q: 3 clusters Score -1152221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1152281.875000 Penalty: 4488.069336
	Iteration 33Q: 3 clusters Score -1152282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1152328.875000 Penalty: 4488.069336
	Iteration 34Q: 3 clusters Score -1152329 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1152376.375000 Penalty: 4488.069336
	Iteration 35Q: 3 clusters Score -1152376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1152416.750000 Penalty: 4488.069336
	Iteration 36Q: 3 clusters Score -1152417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1152455.625000 Penalty: 4488.069336
	Iteration 37Q: 3 clusters Score -1152456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1152491.375000 Penalty: 4488.069336
	Iteration 38Q: 3 clusters Score -1152491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1152520.500000 Penalty: 4488.069336
	Iteration 39Q: 3 clusters Score -1152520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1152549.000000 Penalty: 4488.069336
	Iteration 40F: 3 clusters Score -1152549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1152576.125000 Penalty: 4488.069336
	Iteration 41Q: 3 clusters Score -1152576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1152602.625000 Penalty: 4488.069336
	Iteration 42Q: 3 clusters Score -1152603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1152620.000000 Penalty: 4488.069336
	Iteration 43Q: 3 clusters Score -1152620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1152638.625000 Penalty: 4488.069336
	Iteration 44Q: 3 clusters Score -1152639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1152655.875000 Penalty: 4488.069336
	Iteration 45Q: 3 clusters Score -1152656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1152673.375000 Penalty: 4488.069336
	Iteration 46Q: 3 clusters Score -1152673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1152692.375000 Penalty: 4488.069336
	Iteration 47Q: 3 clusters Score -1152692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1152706.250000 Penalty: 4488.069336
	Iteration 48Q: 3 clusters Score -1152706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1152721.125000 Penalty: 4488.069336
	Iteration 49Q: 3 clusters Score -1152721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1152735.625000 Penalty: 4488.069336
	Iteration 50Q: 3 clusters Score -1152736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1152743.750000 Penalty: 4488.069336
	Iteration 51Q: 3 clusters Score -1152744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1152749.875000 Penalty: 4488.069336
	Iteration 52Q: 3 clusters Score -1152750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1152758.750000 Penalty: 4488.069336
	Iteration 53Q: 3 clusters Score -1152759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1152762.125000 Penalty: 4488.069336
	Iteration 54Q: 3 clusters Score -1152762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1152764.000000 Penalty: 4488.069336
	Iteration 55Q: 3 clusters Score -1152764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1152765.750000 Penalty: 4488.069336
	Iteration 56Q: 3 clusters Score -1152766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1152767.500000 Penalty: 4488.069336
	Iteration 57Q: 3 clusters Score -1152768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1152769.000000 Penalty: 4488.069336
	Iteration 58Q: 3 clusters Score -1152769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1152771.750000 Penalty: 4488.069336
	Iteration 59Q: 3 clusters Score -1152772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1152774.000000 Penalty: 4488.069336
	Iteration 60F: 3 clusters Score -1152774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -811328.812500 Penalty: 2170.404785
	Iteration 0F: 2 clusters Score -811328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -805974.937500 Penalty: 4340.809570
	Iteration 0F: 3 clusters Score -805974.9 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -807387.250000 Penalty: 4340.809570
	Iteration 1F: 3 clusters Score -807387.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -807614.875000 Penalty: 4340.809570
	Iteration 2F: 3 clusters Score -807614.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -807776.312500 Penalty: 4340.809570
	Iteration 3F: 3 clusters Score -807776.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -807911.562500 Penalty: 4340.809570
	Iteration 4Q: 3 clusters Score -807911.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -808004.687500 Penalty: 4340.809570
	Iteration 5Q: 3 clusters Score -808004.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -808069.812500 Penalty: 4340.809570
	Iteration 6Q: 3 clusters Score -808069.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -808127.187500 Penalty: 4340.809570
	Iteration 7Q: 3 clusters Score -808127.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -808187.312500 Penalty: 4340.809570
	Iteration 8Q: 3 clusters Score -808187.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -808269.750000 Penalty: 4340.809570
	Iteration 9Q: 3 clusters Score -808269.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -808360.062500 Penalty: 4340.809570
	Iteration 10Q: 3 clusters Score -808360.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -808440.687500 Penalty: 4340.809570
	Iteration 11Q: 3 clusters Score -808440.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -808506.187500 Penalty: 4340.809570
	Iteration 12Q: 3 clusters Score -808506.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -808588.437500 Penalty: 4340.809570
	Iteration 13Q: 3 clusters Score -808588.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -808670.187500 Penalty: 4340.809570
	Iteration 14Q: 3 clusters Score -808670.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -808738.937500 Penalty: 4340.809570
	Iteration 15Q: 3 clusters Score -808738.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -808807.375000 Penalty: 4340.809570
	Iteration 16Q: 3 clusters Score -808807.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -808869.625000 Penalty: 4340.809570
	Iteration 17Q: 3 clusters Score -808869.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -808927.875000 Penalty: 4340.809570
	Iteration 18Q: 3 clusters Score -808927.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -808996.500000 Penalty: 4340.809570
	Iteration 19Q: 3 clusters Score -808996.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -809065.625000 Penalty: 4340.809570
	Iteration 20F: 3 clusters Score -809065.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -809139.375000 Penalty: 4340.809570
	Iteration 21Q: 3 clusters Score -809139.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -809206.625000 Penalty: 4340.809570
	Iteration 22Q: 3 clusters Score -809206.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -809252.187500 Penalty: 4340.809570
	Iteration 23Q: 3 clusters Score -809252.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -809285.250000 Penalty: 4340.809570
	Iteration 24Q: 3 clusters Score -809285.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -809319.062500 Penalty: 4340.809570
	Iteration 25Q: 3 clusters Score -809319.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -809361.750000 Penalty: 4340.809570
	Iteration 26Q: 3 clusters Score -809361.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -809394.437500 Penalty: 4340.809570
	Iteration 27Q: 3 clusters Score -809394.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -809421.250000 Penalty: 4340.809570
	Iteration 28Q: 3 clusters Score -809421.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -809438.125000 Penalty: 4340.809570
	Iteration 29Q: 3 clusters Score -809438.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -809456.000000 Penalty: 4340.809570
	Iteration 30Q: 3 clusters Score -809456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -809478.375000 Penalty: 4340.809570
	Iteration 31Q: 3 clusters Score -809478.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -809494.000000 Penalty: 4340.809570
	Iteration 32Q: 3 clusters Score -809494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -809510.625000 Penalty: 4340.809570
	Iteration 33Q: 3 clusters Score -809510.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -809522.437500 Penalty: 4340.809570
	Iteration 34Q: 3 clusters Score -809522.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -809530.750000 Penalty: 4340.809570
	Iteration 35Q: 3 clusters Score -809530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -809536.437500 Penalty: 4340.809570
	Iteration 36Q: 3 clusters Score -809536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -809544.625000 Penalty: 4340.809570
	Iteration 37Q: 3 clusters Score -809544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -809550.437500 Penalty: 4340.809570
	Iteration 38Q: 3 clusters Score -809550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -809553.187500 Penalty: 4340.809570
	Iteration 39Q: 3 clusters Score -809553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -809558.937500 Penalty: 4340.809570
	Iteration 40F: 3 clusters Score -809558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -809565.562500 Penalty: 4340.809570
	Iteration 41Q: 3 clusters Score -809565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -809569.000000 Penalty: 4340.809570
	Iteration 42Q: 3 clusters Score -809569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -809573.562500 Penalty: 4340.809570
	Iteration 43Q: 3 clusters Score -809573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -809575.875000 Penalty: 4340.809570
	Iteration 44Q: 3 clusters Score -809575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -809580.562500 Penalty: 4340.809570
	Iteration 45Q: 3 clusters Score -809580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -809584.375000 Penalty: 4340.809570
	Iteration 46Q: 3 clusters Score -809584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -809585.375000 Penalty: 4340.809570
	Iteration 47Q: 3 clusters Score -809585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -809587.687500 Penalty: 4340.809570
	Iteration 48Q: 3 clusters Score -809587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -809587.687500 Penalty: 4340.809570
	Iteration 49F: 3 clusters Score -809587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -154480.484375 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -154480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152467.828125 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -152467.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152775.203125 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -152775.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152877.812500 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -152877.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152924.828125 Penalty: 3492.105957
	Iteration 3Q: 3 clusters Score -152924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152947.921875 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -152947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152967.171875 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -152967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152981.156250 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -152981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152991.968750 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -152992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153000.609375 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -153000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153003.546875 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -153003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153008.718750 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -153008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153013.140625 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -153013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153015.843750 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -153015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153016.343750 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -153016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153017.859375 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -153017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153019.062500 Penalty: 3492.105957
	Iteration 15Q: 3 clusters Score -153019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153019.875000 Penalty: 3492.105957
	Iteration 16Q: 3 clusters Score -153019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153020.703125 Penalty: 3492.105957
	Iteration 17Q: 3 clusters Score -153020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153022.359375 Penalty: 3492.105957
	Iteration 18Q: 3 clusters Score -153022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153022.812500 Penalty: 3492.105957
	Iteration 19Q: 3 clusters Score -153022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153022.812500 Penalty: 3492.105957
	Iteration 20F: 3 clusters Score -153022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -1071870.000000 Penalty: 2244.617188
	Iteration 0F: 2 clusters Score -1071870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1065162.625000 Penalty: 4489.234375
	Iteration 0F: 3 clusters Score -1065163 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1067278.125000 Penalty: 4489.234375
	Iteration 1F: 3 clusters Score -1067278 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1067733.375000 Penalty: 4489.234375
	Iteration 2F: 3 clusters Score -1067733 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1068138.250000 Penalty: 4489.234375
	Iteration 3F: 3 clusters Score -1068138 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1068558.000000 Penalty: 4489.234375
	Iteration 4F: 3 clusters Score -1068558 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1068940.750000 Penalty: 4489.234375
	Iteration 5F: 3 clusters Score -1068941 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1069249.500000 Penalty: 4489.234375
	Iteration 6F: 3 clusters Score -1069250 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1069472.250000 Penalty: 4489.234375
	Iteration 7Q: 3 clusters Score -1069472 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1069679.875000 Penalty: 4489.234375
	Iteration 8Q: 3 clusters Score -1069680 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1069828.125000 Penalty: 4489.234375
	Iteration 9Q: 3 clusters Score -1069828 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1069972.125000 Penalty: 4489.234375
	Iteration 10Q: 3 clusters Score -1069972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1070088.000000 Penalty: 4489.234375
	Iteration 11Q: 3 clusters Score -1070088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1070190.875000 Penalty: 4489.234375
	Iteration 12Q: 3 clusters Score -1070191 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1070264.875000 Penalty: 4489.234375
	Iteration 13Q: 3 clusters Score -1070265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1070324.125000 Penalty: 4489.234375
	Iteration 14Q: 3 clusters Score -1070324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1070373.125000 Penalty: 4489.234375
	Iteration 15Q: 3 clusters Score -1070373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1070403.375000 Penalty: 4489.234375
	Iteration 16Q: 3 clusters Score -1070403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1070423.875000 Penalty: 4489.234375
	Iteration 17Q: 3 clusters Score -1070424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1070442.125000 Penalty: 4489.234375
	Iteration 18Q: 3 clusters Score -1070442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1070460.500000 Penalty: 4489.234375
	Iteration 19Q: 3 clusters Score -1070460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1070475.250000 Penalty: 4489.234375
	Iteration 20F: 3 clusters Score -1070475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1070484.875000 Penalty: 4489.234375
	Iteration 21Q: 3 clusters Score -1070485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1070486.375000 Penalty: 4489.234375
	Iteration 22Q: 3 clusters Score -1070486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1070500.000000 Penalty: 4489.234375
	Iteration 23Q: 3 clusters Score -1070500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1070506.625000 Penalty: 4489.234375
	Iteration 24Q: 3 clusters Score -1070507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1070512.500000 Penalty: 4489.234375
	Iteration 25Q: 3 clusters Score -1070512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1070513.750000 Penalty: 4489.234375
	Iteration 26Q: 3 clusters Score -1070514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1070516.875000 Penalty: 4489.234375
	Iteration 27Q: 3 clusters Score -1070517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1070521.000000 Penalty: 4489.234375
	Iteration 28Q: 3 clusters Score -1070521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1070524.500000 Penalty: 4489.234375
	Iteration 29Q: 3 clusters Score -1070524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1070528.750000 Penalty: 4489.234375
	Iteration 30Q: 3 clusters Score -1070529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1070532.750000 Penalty: 4489.234375
	Iteration 31Q: 3 clusters Score -1070533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1070530.500000 Penalty: 4489.234375
	Iteration 32Q: 3 clusters Score -1070530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1070532.500000 Penalty: 4489.234375
	Iteration 33Q: 3 clusters Score -1070532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1070534.375000 Penalty: 4489.234375
	Iteration 34Q: 3 clusters Score -1070534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1070537.250000 Penalty: 4489.234375
	Iteration 35Q: 3 clusters Score -1070537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1070536.250000 Penalty: 4489.234375
	Iteration 36Q: 3 clusters Score -1070536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1070541.125000 Penalty: 4489.234375
	Iteration 37Q: 3 clusters Score -1070541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1070539.375000 Penalty: 4489.234375
	Iteration 38Q: 3 clusters Score -1070539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1070538.875000 Penalty: 4489.234375
	Iteration 39Q: 3 clusters Score -1070539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1070542.125000 Penalty: 4489.234375
	Iteration 40F: 3 clusters Score -1070542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1070544.375000 Penalty: 4489.234375
	Iteration 41Q: 3 clusters Score -1070544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1070546.250000 Penalty: 4489.234375
	Iteration 42Q: 3 clusters Score -1070546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1070545.250000 Penalty: 4489.234375
	Iteration 43Q: 3 clusters Score -1070545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1070544.375000 Penalty: 4489.234375
	Iteration 44Q: 3 clusters Score -1070544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1070546.125000 Penalty: 4489.234375
	Iteration 45Q: 3 clusters Score -1070546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1070547.625000 Penalty: 4489.234375
	Iteration 46Q: 3 clusters Score -1070548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1070548.625000 Penalty: 4489.234375
	Iteration 47Q: 3 clusters Score -1070549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1070548.375000 Penalty: 4489.234375
	Iteration 48Q: 3 clusters Score -1070548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1070547.750000 Penalty: 4489.234375
	Iteration 49Q: 3 clusters Score -1070548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1070547.250000 Penalty: 4489.234375
	Iteration 50Q: 3 clusters Score -1070547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1070547.250000 Penalty: 4489.234375
	Iteration 51F: 3 clusters Score -1070547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Entering Unmasked Estep 
Score: -15345358.000000 Penalty: 2887.177979
	Iteration 0F: 2 clusters Score -1.534536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -15269572.000000 Penalty: 5774.355957
	Iteration 0F: 3 clusters Score -1.526957e+07 nChanged 54193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -15300520.000000 Penalty: 5774.355957
	Iteration 1F: 3 clusters Score -1.530052e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -15301213.000000 Penalty: 5774.355957
	Iteration 2Q: 3 clusters Score -1.530121e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -15302305.000000 Penalty: 5774.355957
	Iteration 3Q: 3 clusters Score -1.53023e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -15303743.000000 Penalty: 5774.355957
	Iteration 4Q: 3 clusters Score -1.530374e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -15306237.000000 Penalty: 5774.355957
	Iteration 5Q: 3 clusters Score -1.530624e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -15310436.000000 Penalty: 5774.355957
	Iteration 6F: 3 clusters Score -1.531044e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -15317139.000000 Penalty: 5774.355957
	Iteration 7F: 3 clusters Score -1.531714e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -15325754.000000 Penalty: 5774.355957
	Iteration 8F: 3 clusters Score -1.532575e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -15333860.000000 Penalty: 5774.355957
	Iteration 9F: 3 clusters Score -1.533386e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109747 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -15339058.000000 Penalty: 5774.355957
	Iteration 10Q: 3 clusters Score -1.533906e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15341486.000000 Penalty: 5774.355957
	Iteration 11Q: 3 clusters Score -1.534149e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15342260.000000 Penalty: 5774.355957
	Iteration 12Q: 3 clusters Score -1.534226e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15342527.000000 Penalty: 5774.355957
	Iteration 13Q: 3 clusters Score -1.534253e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113444 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15342627.000000 Penalty: 5774.355957
	Iteration 14Q: 3 clusters Score -1.534263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113468 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15342669.000000 Penalty: 5774.355957
	Iteration 15Q: 3 clusters Score -1.534267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15342705.000000 Penalty: 5774.355957
	Iteration 16Q: 3 clusters Score -1.53427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15342713.000000 Penalty: 5774.355957
	Iteration 17Q: 3 clusters Score -1.534271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15342743.000000 Penalty: 5774.355957
	Iteration 18Q: 3 clusters Score -1.534274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15342751.000000 Penalty: 5774.355957
	Iteration 19Q: 3 clusters Score -1.534275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15342772.000000 Penalty: 5774.355957
	Iteration 20F: 3 clusters Score -1.534277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15342777.000000 Penalty: 5774.355957
	Iteration 21Q: 3 clusters Score -1.534278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15342778.000000 Penalty: 5774.355957
	Iteration 22Q: 3 clusters Score -1.534278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15342783.000000 Penalty: 5774.355957
	Iteration 23Q: 3 clusters Score -1.534278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15342784.000000 Penalty: 5774.355957
	Iteration 24Q: 3 clusters Score -1.534278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15342784.000000 Penalty: 5774.355957
	Iteration 25Q: 3 clusters Score -1.534278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15342784.000000 Penalty: 5774.355957
	Iteration 26F: 3 clusters Score -1.534278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (86605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Entering Unmasked Estep 
Score: -11758239.000000 Penalty: 2819.540039
	Iteration 0F: 2 clusters Score -1.175824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -11700325.000000 Penalty: 5639.080078
	Iteration 0F: 3 clusters Score -1.170032e+07 nChanged 40645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -11723356.000000 Penalty: 5639.080078
	Iteration 1F: 3 clusters Score -1.172336e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -11724044.000000 Penalty: 5639.080078
	Iteration 2Q: 3 clusters Score -1.172404e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -11724793.000000 Penalty: 5639.080078
	Iteration 3Q: 3 clusters Score -1.172479e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -11725812.000000 Penalty: 5639.080078
	Iteration 4Q: 3 clusters Score -1.172581e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -11726972.000000 Penalty: 5639.080078
	Iteration 5Q: 3 clusters Score -1.172697e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -11728352.000000 Penalty: 5639.080078
	Iteration 6Q: 3 clusters Score -1.172835e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -11729875.000000 Penalty: 5639.080078
	Iteration 7Q: 3 clusters Score -1.172988e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -11731867.000000 Penalty: 5639.080078
	Iteration 8Q: 3 clusters Score -1.173187e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -11734365.000000 Penalty: 5639.080078
	Iteration 9F: 3 clusters Score -1.173436e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -11737330.000000 Penalty: 5639.080078
	Iteration 10F: 3 clusters Score -1.173733e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -11740424.000000 Penalty: 5639.080078
	Iteration 11F: 3 clusters Score -1.174042e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -11742779.000000 Penalty: 5639.080078
	Iteration 12Q: 3 clusters Score -1.174278e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -11744025.000000 Penalty: 5639.080078
	Iteration 13Q: 3 clusters Score -1.174402e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -11744796.000000 Penalty: 5639.080078
	Iteration 14Q: 3 clusters Score -1.17448e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -11745492.000000 Penalty: 5639.080078
	Iteration 15Q: 3 clusters Score -1.174549e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -11746033.000000 Penalty: 5639.080078
	Iteration 16Q: 3 clusters Score -1.174603e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -11746630.000000 Penalty: 5639.080078
	Iteration 17Q: 3 clusters Score -1.174663e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -11747254.000000 Penalty: 5639.080078
	Iteration 18Q: 3 clusters Score -1.174725e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -11748050.000000 Penalty: 5639.080078
	Iteration 19Q: 3 clusters Score -1.174805e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -11748794.000000 Penalty: 5639.080078
	Iteration 20F: 3 clusters Score -1.174879e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -11749611.000000 Penalty: 5639.080078
	Iteration 21Q: 3 clusters Score -1.174961e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -11750403.000000 Penalty: 5639.080078
	Iteration 22Q: 3 clusters Score -1.17504e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -11751237.000000 Penalty: 5639.080078
	Iteration 23Q: 3 clusters Score -1.175124e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -11752031.000000 Penalty: 5639.080078
	Iteration 24Q: 3 clusters Score -1.175203e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -11752713.000000 Penalty: 5639.080078
	Iteration 25Q: 3 clusters Score -1.175271e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -11753232.000000 Penalty: 5639.080078
	Iteration 26Q: 3 clusters Score -1.175323e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -11753661.000000 Penalty: 5639.080078
	Iteration 27Q: 3 clusters Score -1.175366e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -11754089.000000 Penalty: 5639.080078
	Iteration 28Q: 3 clusters Score -1.175409e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -11754375.000000 Penalty: 5639.080078
	Iteration 29Q: 3 clusters Score -1.175438e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -11754616.000000 Penalty: 5639.080078
	Iteration 30Q: 3 clusters Score -1.175462e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -11754805.000000 Penalty: 5639.080078
	Iteration 31Q: 3 clusters Score -1.17548e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11754992.000000 Penalty: 5639.080078
	Iteration 32Q: 3 clusters Score -1.175499e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11755167.000000 Penalty: 5639.080078
	Iteration 33Q: 3 clusters Score -1.175517e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11755304.000000 Penalty: 5639.080078
	Iteration 34Q: 3 clusters Score -1.17553e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -11755356.000000 Penalty: 5639.080078
	Iteration 35Q: 3 clusters Score -1.175536e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11755406.000000 Penalty: 5639.080078
	Iteration 36Q: 3 clusters Score -1.175541e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -11755440.000000 Penalty: 5639.080078
	Iteration 37Q: 3 clusters Score -1.175544e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11755508.000000 Penalty: 5639.080078
	Iteration 38Q: 3 clusters Score -1.175551e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11755551.000000 Penalty: 5639.080078
	Iteration 39Q: 3 clusters Score -1.175555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11755575.000000 Penalty: 5639.080078
	Iteration 40F: 3 clusters Score -1.175558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11755621.000000 Penalty: 5639.080078
	Iteration 41Q: 3 clusters Score -1.175562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11755629.000000 Penalty: 5639.080078
	Iteration 42Q: 3 clusters Score -1.175563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11755651.000000 Penalty: 5639.080078
	Iteration 43Q: 3 clusters Score -1.175565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11755673.000000 Penalty: 5639.080078
	Iteration 44Q: 3 clusters Score -1.175567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11755687.000000 Penalty: 5639.080078
	Iteration 45Q: 3 clusters Score -1.175569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11755679.000000 Penalty: 5639.080078
	Iteration 46Q: 3 clusters Score -1.175568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11755709.000000 Penalty: 5639.080078
	Iteration 47Q: 3 clusters Score -1.175571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11755713.000000 Penalty: 5639.080078
	Iteration 48Q: 3 clusters Score -1.175571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11755715.000000 Penalty: 5639.080078
	Iteration 49Q: 3 clusters Score -1.175572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11755716.000000 Penalty: 5639.080078
	Iteration 50Q: 3 clusters Score -1.175572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11755742.000000 Penalty: 5639.080078
	Iteration 51Q: 3 clusters Score -1.175574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85312 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11755753.000000 Penalty: 5639.080078
	Iteration 52Q: 3 clusters Score -1.175575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85343 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11755780.000000 Penalty: 5639.080078
	Iteration 53Q: 3 clusters Score -1.175578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11755788.000000 Penalty: 5639.080078
	Iteration 54Q: 3 clusters Score -1.175579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11755781.000000 Penalty: 5639.080078
	Iteration 55Q: 3 clusters Score -1.175578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11755807.000000 Penalty: 5639.080078
	Iteration 56Q: 3 clusters Score -1.175581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11755810.000000 Penalty: 5639.080078
	Iteration 57Q: 3 clusters Score -1.175581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11755817.000000 Penalty: 5639.080078
	Iteration 58Q: 3 clusters Score -1.175582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11755837.000000 Penalty: 5639.080078
	Iteration 59Q: 3 clusters Score -1.175584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11755849.000000 Penalty: 5639.080078
	Iteration 60F: 3 clusters Score -1.175585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11755856.000000 Penalty: 5639.080078
	Iteration 61Q: 3 clusters Score -1.175586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11755865.000000 Penalty: 5639.080078
	Iteration 62Q: 3 clusters Score -1.175586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11755867.000000 Penalty: 5639.080078
	Iteration 63Q: 3 clusters Score -1.175587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11755879.000000 Penalty: 5639.080078
	Iteration 64Q: 3 clusters Score -1.175588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11755876.000000 Penalty: 5639.080078
	Iteration 65Q: 3 clusters Score -1.175588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11755873.000000 Penalty: 5639.080078
	Iteration 66Q: 3 clusters Score -1.175587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11755879.000000 Penalty: 5639.080078
	Iteration 67Q: 3 clusters Score -1.175588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11755888.000000 Penalty: 5639.080078
	Iteration 68Q: 3 clusters Score -1.175589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11755889.000000 Penalty: 5639.080078
	Iteration 69Q: 3 clusters Score -1.175589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11755891.000000 Penalty: 5639.080078
	Iteration 70Q: 3 clusters Score -1.175589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11755884.000000 Penalty: 5639.080078
	Iteration 71Q: 3 clusters Score -1.175588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11755891.000000 Penalty: 5639.080078
	Iteration 72Q: 3 clusters Score -1.175589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11755890.000000 Penalty: 5639.080078
	Iteration 73Q: 3 clusters Score -1.175589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11755891.000000 Penalty: 5639.080078
	Iteration 74Q: 3 clusters Score -1.175589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11755884.000000 Penalty: 5639.080078
	Iteration 75Q: 3 clusters Score -1.175588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11755889.000000 Penalty: 5639.080078
	Iteration 76Q: 3 clusters Score -1.175589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11755889.000000 Penalty: 5639.080078
	Iteration 77F: 3 clusters Score -1.175589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Entering Unmasked Estep 
Score: -10216727.000000 Penalty: 2788.930176
	Iteration 0F: 2 clusters Score -1.021673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -10165341.000000 Penalty: 5577.860352
	Iteration 0F: 3 clusters Score -1.016534e+07 nChanged 36160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -10185932.000000 Penalty: 5577.860352
	Iteration 1F: 3 clusters Score -1.018593e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -10186914.000000 Penalty: 5577.860352
	Iteration 2Q: 3 clusters Score -1.018691e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -10188065.000000 Penalty: 5577.860352
	Iteration 3Q: 3 clusters Score -1.018806e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -10189536.000000 Penalty: 5577.860352
	Iteration 4Q: 3 clusters Score -1.018954e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -10191349.000000 Penalty: 5577.860352
	Iteration 5F: 3 clusters Score -1.019135e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -10193600.000000 Penalty: 5577.860352
	Iteration 6F: 3 clusters Score -1.01936e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -10196162.000000 Penalty: 5577.860352
	Iteration 7F: 3 clusters Score -1.019616e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -10198631.000000 Penalty: 5577.860352
	Iteration 8F: 3 clusters Score -1.019863e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -10200970.000000 Penalty: 5577.860352
	Iteration 9F: 3 clusters Score -1.020097e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -10203300.000000 Penalty: 5577.860352
	Iteration 10Q: 3 clusters Score -1.02033e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -10205729.000000 Penalty: 5577.860352
	Iteration 11Q: 3 clusters Score -1.020573e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -10208428.000000 Penalty: 5577.860352
	Iteration 12Q: 3 clusters Score -1.020843e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -10210692.000000 Penalty: 5577.860352
	Iteration 13Q: 3 clusters Score -1.021069e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -10212334.000000 Penalty: 5577.860352
	Iteration 14Q: 3 clusters Score -1.021233e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -10213267.000000 Penalty: 5577.860352
	Iteration 15Q: 3 clusters Score -1.021327e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -10213805.000000 Penalty: 5577.860352
	Iteration 16Q: 3 clusters Score -1.02138e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -10214110.000000 Penalty: 5577.860352
	Iteration 17Q: 3 clusters Score -1.021411e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -10214230.000000 Penalty: 5577.860352
	Iteration 18Q: 3 clusters Score -1.021423e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -10214309.000000 Penalty: 5577.860352
	Iteration 19Q: 3 clusters Score -1.021431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -10214372.000000 Penalty: 5577.860352
	Iteration 20F: 3 clusters Score -1.021437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -10214410.000000 Penalty: 5577.860352
	Iteration 21Q: 3 clusters Score -1.021441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -10214443.000000 Penalty: 5577.860352
	Iteration 22Q: 3 clusters Score -1.021444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -10214464.000000 Penalty: 5577.860352
	Iteration 23Q: 3 clusters Score -1.021446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -10214488.000000 Penalty: 5577.860352
	Iteration 24Q: 3 clusters Score -1.021449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -10214498.000000 Penalty: 5577.860352
	Iteration 25Q: 3 clusters Score -1.02145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -10214513.000000 Penalty: 5577.860352
	Iteration 26Q: 3 clusters Score -1.021451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -10214524.000000 Penalty: 5577.860352
	Iteration 27Q: 3 clusters Score -1.021452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -10214533.000000 Penalty: 5577.860352
	Iteration 28Q: 3 clusters Score -1.021453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -10214532.000000 Penalty: 5577.860352
	Iteration 29Q: 3 clusters Score -1.021453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -10214536.000000 Penalty: 5577.860352
	Iteration 30Q: 3 clusters Score -1.021454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -10214536.000000 Penalty: 5577.860352
	Iteration 31F: 3 clusters Score -1.021454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -1008383.750000 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -1008384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1002081.062500 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -1002081 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1003996.125000 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -1003996 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1004600.937500 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -1004601 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1005211.250000 Penalty: 4444.073242
	Iteration 3F: 3 clusters Score -1005211 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1005697.812500 Penalty: 4444.073242
	Iteration 4F: 3 clusters Score -1005698 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1006046.125000 Penalty: 4444.073242
	Iteration 5F: 3 clusters Score -1006046 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1006323.187500 Penalty: 4444.073242
	Iteration 6F: 3 clusters Score -1006323 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1006497.875000 Penalty: 4444.073242
	Iteration 7Q: 3 clusters Score -1006498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1006613.062500 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -1006613 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1006688.562500 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -1006689 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1006737.875000 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -1006738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1006768.812500 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -1006769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1006792.375000 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -1006792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1006807.687500 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -1006808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1006825.687500 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -1006826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1006844.250000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -1006844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1006869.250000 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -1006869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1006890.375000 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -1006890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1006908.437500 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -1006908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1006931.312500 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -1006931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1006952.125000 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -1006952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1006965.875000 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -1006966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1006976.750000 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -1006977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1006984.125000 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -1006984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1006988.000000 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -1006988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1006993.875000 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -1006994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1006998.375000 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -1006998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1007002.500000 Penalty: 4444.073242
	Iteration 27Q: 3 clusters Score -1007002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1007005.187500 Penalty: 4444.073242
	Iteration 28Q: 3 clusters Score -1007005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1007009.000000 Penalty: 4444.073242
	Iteration 29Q: 3 clusters Score -1007009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1007010.875000 Penalty: 4444.073242
	Iteration 30Q: 3 clusters Score -1007011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1007014.375000 Penalty: 4444.073242
	Iteration 31Q: 3 clusters Score -1007014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1007014.187500 Penalty: 4444.073242
	Iteration 32Q: 3 clusters Score -1007014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1007016.812500 Penalty: 4444.073242
	Iteration 33Q: 3 clusters Score -1007017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1007015.187500 Penalty: 4444.073242
	Iteration 34Q: 3 clusters Score -1007015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1007015.187500 Penalty: 4444.073242
	Iteration 35F: 3 clusters Score -1007015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Entering Unmasked Estep 
Score: -6163363.500000 Penalty: 2656.546631
	Iteration 0F: 2 clusters Score -6163364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -6132981.000000 Penalty: 5313.093262
	Iteration 0F: 3 clusters Score -6132981 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6144371.500000 Penalty: 5313.093262
	Iteration 1F: 3 clusters Score -6144372 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -6144935.500000 Penalty: 5313.093262
	Iteration 2Q: 3 clusters Score -6144936 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6145414.000000 Penalty: 5313.093262
	Iteration 3Q: 3 clusters Score -6145414 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6145805.000000 Penalty: 5313.093262
	Iteration 4Q: 3 clusters Score -6145805 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6146260.000000 Penalty: 5313.093262
	Iteration 5Q: 3 clusters Score -6146260 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6146845.500000 Penalty: 5313.093262
	Iteration 6Q: 3 clusters Score -6146846 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -6147735.000000 Penalty: 5313.093262
	Iteration 7Q: 3 clusters Score -6147735 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6149008.500000 Penalty: 5313.093262
	Iteration 8F: 3 clusters Score -6149008 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -6150794.500000 Penalty: 5313.093262
	Iteration 9F: 3 clusters Score -6150794 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -6153249.500000 Penalty: 5313.093262
	Iteration 10F: 3 clusters Score -6153250 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -6155851.500000 Penalty: 5313.093262
	Iteration 11F: 3 clusters Score -6155852 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -6158194.000000 Penalty: 5313.093262
	Iteration 12Q: 3 clusters Score -6158194 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -6159977.500000 Penalty: 5313.093262
	Iteration 13Q: 3 clusters Score -6159978 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -6160880.500000 Penalty: 5313.093262
	Iteration 14Q: 3 clusters Score -6160880 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -6161361.000000 Penalty: 5313.093262
	Iteration 15Q: 3 clusters Score -6161361 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -6161628.000000 Penalty: 5313.093262
	Iteration 16Q: 3 clusters Score -6161628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -6161774.000000 Penalty: 5313.093262
	Iteration 17Q: 3 clusters Score -6161774 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -6161861.000000 Penalty: 5313.093262
	Iteration 18Q: 3 clusters Score -6161861 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -6161908.000000 Penalty: 5313.093262
	Iteration 19Q: 3 clusters Score -6161908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -6161928.000000 Penalty: 5313.093262
	Iteration 20F: 3 clusters Score -6161928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -6161936.000000 Penalty: 5313.093262
	Iteration 21Q: 3 clusters Score -6161936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -6161954.000000 Penalty: 5313.093262
	Iteration 22Q: 3 clusters Score -6161954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6161962.000000 Penalty: 5313.093262
	Iteration 23Q: 3 clusters Score -6161962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6161970.500000 Penalty: 5313.093262
	Iteration 24Q: 3 clusters Score -6161970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6161960.000000 Penalty: 5313.093262
	Iteration 25Q: 3 clusters Score -6161960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -6161982.000000 Penalty: 5313.093262
	Iteration 26Q: 3 clusters Score -6161982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -6161977.500000 Penalty: 5313.093262
	Iteration 27Q: 3 clusters Score -6161978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -6161991.500000 Penalty: 5313.093262
	Iteration 28Q: 3 clusters Score -6161992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6161985.000000 Penalty: 5313.093262
	Iteration 29Q: 3 clusters Score -6161985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -6161987.500000 Penalty: 5313.093262
	Iteration 30Q: 3 clusters Score -6161988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -6161982.000000 Penalty: 5313.093262
	Iteration 31Q: 3 clusters Score -6161982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -6161986.500000 Penalty: 5313.093262
	Iteration 32Q: 3 clusters Score -6161986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -6161986.500000 Penalty: 5313.093262
	Iteration 33Q: 3 clusters Score -6161986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -6161981.000000 Penalty: 5313.093262
	Iteration 34Q: 3 clusters Score -6161981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -6161981.500000 Penalty: 5313.093262
	Iteration 35Q: 3 clusters Score -6161982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6161985.500000 Penalty: 5313.093262
	Iteration 36Q: 3 clusters Score -6161986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6161985.500000 Penalty: 5313.093262
	Iteration 37F: 3 clusters Score -6161986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -277564.437500 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -277564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274803.906250 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -274803.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275429.718750 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -275429.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -275675.250000 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -275675.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275856.906250 Penalty: 3830.008789
	Iteration 3F: 3 clusters Score -275856.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -276004.406250 Penalty: 3830.008789
	Iteration 4Q: 3 clusters Score -276004.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276127.187500 Penalty: 3830.008789
	Iteration 5Q: 3 clusters Score -276127.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -276216.500000 Penalty: 3830.008789
	Iteration 6Q: 3 clusters Score -276216.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -276300.406250 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -276300.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -276378.062500 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -276378.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -276433.125000 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -276433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -276459.406250 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -276459.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -276486.250000 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -276486.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -276512.468750 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -276512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -276530.812500 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -276530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276545.468750 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -276545.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -276562.187500 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -276562.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276587.531250 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -276587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276603.500000 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -276603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -276615.281250 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -276615.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -276627.625000 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -276627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -276637.375000 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -276637.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -276645.281250 Penalty: 3830.008789
	Iteration 21Q: 3 clusters Score -276645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -276650.812500 Penalty: 3830.008789
	Iteration 22Q: 3 clusters Score -276650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276655.031250 Penalty: 3830.008789
	Iteration 23Q: 3 clusters Score -276655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276661.937500 Penalty: 3830.008789
	Iteration 24Q: 3 clusters Score -276661.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -276668.468750 Penalty: 3830.008789
	Iteration 25Q: 3 clusters Score -276668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276674.937500 Penalty: 3830.008789
	Iteration 26Q: 3 clusters Score -276674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276679.625000 Penalty: 3830.008789
	Iteration 27Q: 3 clusters Score -276679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276683.750000 Penalty: 3830.008789
	Iteration 28Q: 3 clusters Score -276683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276687.625000 Penalty: 3830.008789
	Iteration 29Q: 3 clusters Score -276687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276689.468750 Penalty: 3830.008789
	Iteration 30Q: 3 clusters Score -276689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276691.000000 Penalty: 3830.008789
	Iteration 31Q: 3 clusters Score -276691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276691.937500 Penalty: 3830.008789
	Iteration 32Q: 3 clusters Score -276691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276691.937500 Penalty: 3830.008789
	Iteration 33F: 3 clusters Score -276691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -113666.242188 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -113666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111845.085938 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -111845.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112058.484375 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -112058.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112124.968750 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -112125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112150.742188 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -112150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112162.429688 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -112162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112174.960938 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -112175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112191.515625 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -112191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112206.085938 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -112206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112219.242188 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -112219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112228.960938 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -112229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112230.906250 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -112230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112233.632812 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -112233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112233.632812 Penalty: 3353.740234
	Iteration 12F: 3 clusters Score -112233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Entering Unmasked Estep 
Score: -5073036.000000 Penalty: 2613.252686
	Iteration 0F: 2 clusters Score -5073036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5047475.500000 Penalty: 5226.505371
	Iteration 0F: 3 clusters Score -5047476 nChanged 17108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -5056977.000000 Penalty: 5226.505371
	Iteration 1F: 3 clusters Score -5056977 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5057595.000000 Penalty: 5226.505371
	Iteration 2Q: 3 clusters Score -5057595 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5058263.500000 Penalty: 5226.505371
	Iteration 3Q: 3 clusters Score -5058264 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5059072.500000 Penalty: 5226.505371
	Iteration 4Q: 3 clusters Score -5059072 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -5060210.000000 Penalty: 5226.505371
	Iteration 5F: 3 clusters Score -5060210 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5061824.000000 Penalty: 5226.505371
	Iteration 6F: 3 clusters Score -5061824 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5063812.000000 Penalty: 5226.505371
	Iteration 7F: 3 clusters Score -5063812 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -5065935.500000 Penalty: 5226.505371
	Iteration 8F: 3 clusters Score -5065936 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5067708.500000 Penalty: 5226.505371
	Iteration 9F: 3 clusters Score -5067708 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5068995.000000 Penalty: 5226.505371
	Iteration 10Q: 3 clusters Score -5068995 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5069722.000000 Penalty: 5226.505371
	Iteration 11Q: 3 clusters Score -5069722 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5070123.500000 Penalty: 5226.505371
	Iteration 12Q: 3 clusters Score -5070124 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5070384.000000 Penalty: 5226.505371
	Iteration 13Q: 3 clusters Score -5070384 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5070550.500000 Penalty: 5226.505371
	Iteration 14Q: 3 clusters Score -5070550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5070645.000000 Penalty: 5226.505371
	Iteration 15Q: 3 clusters Score -5070645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5070699.500000 Penalty: 5226.505371
	Iteration 16Q: 3 clusters Score -5070700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5070729.500000 Penalty: 5226.505371
	Iteration 17Q: 3 clusters Score -5070730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5070759.000000 Penalty: 5226.505371
	Iteration 18Q: 3 clusters Score -5070759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5070786.000000 Penalty: 5226.505371
	Iteration 19Q: 3 clusters Score -5070786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5070788.000000 Penalty: 5226.505371
	Iteration 20F: 3 clusters Score -5070788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5070805.000000 Penalty: 5226.505371
	Iteration 21Q: 3 clusters Score -5070805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5070807.000000 Penalty: 5226.505371
	Iteration 22Q: 3 clusters Score -5070807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5070808.500000 Penalty: 5226.505371
	Iteration 23Q: 3 clusters Score -5070808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5070809.000000 Penalty: 5226.505371
	Iteration 24Q: 3 clusters Score -5070809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5070810.000000 Penalty: 5226.505371
	Iteration 25Q: 3 clusters Score -5070810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5070815.500000 Penalty: 5226.505371
	Iteration 26Q: 3 clusters Score -5070816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5070822.500000 Penalty: 5226.505371
	Iteration 27Q: 3 clusters Score -5070822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5070821.000000 Penalty: 5226.505371
	Iteration 28Q: 3 clusters Score -5070821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5070826.000000 Penalty: 5226.505371
	Iteration 29Q: 3 clusters Score -5070826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5070826.000000 Penalty: 5226.505371
	Iteration 30F: 3 clusters Score -5070826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -314510.406250 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -314510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -311677.062500 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -311677.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -312331.250000 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -312331.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312622.062500 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -312622.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312852.812500 Penalty: 3854.239990
	Iteration 3F: 3 clusters Score -312852.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313019.687500 Penalty: 3854.239990
	Iteration 4F: 3 clusters Score -313019.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -313139.968750 Penalty: 3854.239990
	Iteration 5F: 3 clusters Score -313140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -313212.156250 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -313212.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -313278.968750 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -313279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -313322.218750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -313322.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313343.906250 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -313343.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -313359.031250 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -313359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -313369.406250 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -313369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -313384.187500 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -313384.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -313396.000000 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -313396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -313404.281250 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -313404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -313412.343750 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -313412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -313421.062500 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -313421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -313428.500000 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -313428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -313435.687500 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -313435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -313437.093750 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -313437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -313438.781250 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -313438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -313440.406250 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -313440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -313442.250000 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -313442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -313443.187500 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -313443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -313443.031250 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -313443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -313444.843750 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -313444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -313445.750000 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -313445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -313448.156250 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -313448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -313448.437500 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -313448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -313449.500000 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -313449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -313449.500000 Penalty: 3854.239990
	Iteration 30F: 3 clusters Score -313449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Entering Unmasked Estep 
Score: -12635230.000000 Penalty: 2835.669922
	Iteration 0F: 2 clusters Score -1.263523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -12573177.000000 Penalty: 5671.339844
	Iteration 0F: 3 clusters Score -1.257318e+07 nChanged 43744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -12598437.000000 Penalty: 5671.339844
	Iteration 1F: 3 clusters Score -1.259844e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -12599684.000000 Penalty: 5671.339844
	Iteration 2Q: 3 clusters Score -1.259968e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -12601257.000000 Penalty: 5671.339844
	Iteration 3Q: 3 clusters Score -1.260126e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -12603455.000000 Penalty: 5671.339844
	Iteration 4F: 3 clusters Score -1.260346e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -12606735.000000 Penalty: 5671.339844
	Iteration 5F: 3 clusters Score -1.260674e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -12610791.000000 Penalty: 5671.339844
	Iteration 6F: 3 clusters Score -1.261079e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -12615427.000000 Penalty: 5671.339844
	Iteration 7F: 3 clusters Score -1.261543e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -12619756.000000 Penalty: 5671.339844
	Iteration 8F: 3 clusters Score -1.261976e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -12623443.000000 Penalty: 5671.339844
	Iteration 9F: 3 clusters Score -1.262344e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -12626442.000000 Penalty: 5671.339844
	Iteration 10Q: 3 clusters Score -1.262644e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -12628906.000000 Penalty: 5671.339844
	Iteration 11Q: 3 clusters Score -1.262891e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -12630714.000000 Penalty: 5671.339844
	Iteration 12Q: 3 clusters Score -1.263071e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -12631683.000000 Penalty: 5671.339844
	Iteration 13Q: 3 clusters Score -1.263168e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -12632143.000000 Penalty: 5671.339844
	Iteration 14Q: 3 clusters Score -1.263214e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -12632376.000000 Penalty: 5671.339844
	Iteration 15Q: 3 clusters Score -1.263238e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -12632513.000000 Penalty: 5671.339844
	Iteration 16Q: 3 clusters Score -1.263251e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -12632605.000000 Penalty: 5671.339844
	Iteration 17Q: 3 clusters Score -1.26326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -12632652.000000 Penalty: 5671.339844
	Iteration 18Q: 3 clusters Score -1.263265e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -12632696.000000 Penalty: 5671.339844
	Iteration 19Q: 3 clusters Score -1.26327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -12632715.000000 Penalty: 5671.339844
	Iteration 20F: 3 clusters Score -1.263272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 92001 members 
Entering Unmasked Estep 
Score: -12632736.000000 Penalty: 5671.339844
	Iteration 21Q: 3 clusters Score -1.263274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -12632749.000000 Penalty: 5671.339844
	Iteration 22Q: 3 clusters Score -1.263275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -12632763.000000 Penalty: 5671.339844
	Iteration 23Q: 3 clusters Score -1.263276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -12632769.000000 Penalty: 5671.339844
	Iteration 24Q: 3 clusters Score -1.263277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -12632763.000000 Penalty: 5671.339844
	Iteration 25Q: 3 clusters Score -1.263276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -12632767.000000 Penalty: 5671.339844
	Iteration 26Q: 3 clusters Score -1.263277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -12632770.000000 Penalty: 5671.339844
	Iteration 27Q: 3 clusters Score -1.263277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -12632769.000000 Penalty: 5671.339844
	Iteration 28Q: 3 clusters Score -1.263277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -12632791.000000 Penalty: 5671.339844
	Iteration 29Q: 3 clusters Score -1.263279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -12632786.000000 Penalty: 5671.339844
	Iteration 30Q: 3 clusters Score -1.263279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -12632790.000000 Penalty: 5671.339844
	Iteration 31Q: 3 clusters Score -1.263279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -12632790.000000 Penalty: 5671.339844
	Iteration 32F: 3 clusters Score -1.263279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -489712.593750 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -489712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -486032.062500 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -486032.1 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -486939.375000 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -486939.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -487151.687500 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -487151.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -487301.937500 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -487301.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -487470.031250 Penalty: 4075.447510
	Iteration 4Q: 3 clusters Score -487470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -487630.875000 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -487630.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -487813.250000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -487813.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -487979.062500 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -487979.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -488116.593750 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -488116.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -488221.093750 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -488221.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -488293.875000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -488293.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -488344.437500 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -488344.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -488381.312500 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -488381.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -488404.312500 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -488404.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -488421.468750 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -488421.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -488430.937500 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -488430.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -488440.687500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -488440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -488448.968750 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -488449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -488455.281250 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -488455.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -488460.437500 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -488460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -488463.937500 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -488463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -488466.500000 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -488466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -488469.843750 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -488469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -488471.187500 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -488471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -488475.156250 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -488475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -488478.468750 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -488478.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -488482.281250 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -488482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -488482.531250 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -488482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -488483.875000 Penalty: 4075.447510
	Iteration 28Q: 3 clusters Score -488483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488484.812500 Penalty: 4075.447510
	Iteration 29Q: 3 clusters Score -488484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -488485.500000 Penalty: 4075.447510
	Iteration 30Q: 3 clusters Score -488485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -488485.500000 Penalty: 4075.447510
	Iteration 31F: 3 clusters Score -488485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -1095818.125000 Penalty: 2229.938232
	Iteration 0F: 2 clusters Score -1095818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1089442.875000 Penalty: 4459.876465
	Iteration 0F: 3 clusters Score -1089443 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1091137.250000 Penalty: 4459.876465
	Iteration 1F: 3 clusters Score -1091137 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1091391.875000 Penalty: 4459.876465
	Iteration 2F: 3 clusters Score -1091392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1091563.750000 Penalty: 4459.876465
	Iteration 3Q: 3 clusters Score -1091564 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1091706.250000 Penalty: 4459.876465
	Iteration 4Q: 3 clusters Score -1091706 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1091865.750000 Penalty: 4459.876465
	Iteration 5Q: 3 clusters Score -1091866 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1092042.000000 Penalty: 4459.876465
	Iteration 6Q: 3 clusters Score -1092042 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1092240.250000 Penalty: 4459.876465
	Iteration 7Q: 3 clusters Score -1092240 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1092444.375000 Penalty: 4459.876465
	Iteration 8Q: 3 clusters Score -1092444 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1092641.875000 Penalty: 4459.876465
	Iteration 9Q: 3 clusters Score -1092642 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1092844.250000 Penalty: 4459.876465
	Iteration 10Q: 3 clusters Score -1092844 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1093060.625000 Penalty: 4459.876465
	Iteration 11Q: 3 clusters Score -1093061 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1093231.250000 Penalty: 4459.876465
	Iteration 12Q: 3 clusters Score -1093231 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1093366.125000 Penalty: 4459.876465
	Iteration 13Q: 3 clusters Score -1093366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1093476.875000 Penalty: 4459.876465
	Iteration 14Q: 3 clusters Score -1093477 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1093578.375000 Penalty: 4459.876465
	Iteration 15Q: 3 clusters Score -1093578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1093652.375000 Penalty: 4459.876465
	Iteration 16Q: 3 clusters Score -1093652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1093711.000000 Penalty: 4459.876465
	Iteration 17Q: 3 clusters Score -1093711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1093746.250000 Penalty: 4459.876465
	Iteration 18Q: 3 clusters Score -1093746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1093777.625000 Penalty: 4459.876465
	Iteration 19Q: 3 clusters Score -1093778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1093804.000000 Penalty: 4459.876465
	Iteration 20F: 3 clusters Score -1093804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1093820.625000 Penalty: 4459.876465
	Iteration 21Q: 3 clusters Score -1093821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1093832.250000 Penalty: 4459.876465
	Iteration 22Q: 3 clusters Score -1093832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1093842.375000 Penalty: 4459.876465
	Iteration 23Q: 3 clusters Score -1093842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1093848.375000 Penalty: 4459.876465
	Iteration 24Q: 3 clusters Score -1093848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1093854.375000 Penalty: 4459.876465
	Iteration 25Q: 3 clusters Score -1093854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1093860.125000 Penalty: 4459.876465
	Iteration 26Q: 3 clusters Score -1093860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1093865.750000 Penalty: 4459.876465
	Iteration 27Q: 3 clusters Score -1093866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1093869.375000 Penalty: 4459.876465
	Iteration 28Q: 3 clusters Score -1093869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1093873.625000 Penalty: 4459.876465
	Iteration 29Q: 3 clusters Score -1093874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1093879.125000 Penalty: 4459.876465
	Iteration 30Q: 3 clusters Score -1093879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1093882.125000 Penalty: 4459.876465
	Iteration 31Q: 3 clusters Score -1093882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1093882.750000 Penalty: 4459.876465
	Iteration 32Q: 3 clusters Score -1093883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1093882.625000 Penalty: 4459.876465
	Iteration 33Q: 3 clusters Score -1093883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1093882.625000 Penalty: 4459.876465
	Iteration 34F: 3 clusters Score -1093883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -62596.757812 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -62596.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61170.664062 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -61170.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61358.492188 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -61358.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61441.746094 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -61441.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61544.007812 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -61544.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61630.082031 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -61630.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61687.542969 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -61687.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61743.308594 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -61743.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61766.843750 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -61766.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61786.425781 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -61786.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61798.218750 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -61798.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61802.921875 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -61802.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61802.921875 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -61802.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -159123.218750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -159123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -157040.265625 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -157040.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -157355.593750 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -157355.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157445.453125 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -157445.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157500.484375 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -157500.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157526.359375 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -157526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157541.093750 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -157541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157546.093750 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -157546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157551.968750 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -157552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157558.546875 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -157558.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157567.906250 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -157567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157572.093750 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -157572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157577.046875 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -157577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157581.093750 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -157581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157585.531250 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -157585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157586.109375 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -157586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157586.515625 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -157586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157587.109375 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -157587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157587.109375 Penalty: 3501.996338
	Iteration 17F: 3 clusters Score -157587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -891607.875000 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -891607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -886022.687500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -886022.7 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -887613.875000 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -887613.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -887908.812500 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -887908.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -888126.750000 Penalty: 4367.242676
	Iteration 3F: 3 clusters Score -888126.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -888291.250000 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -888291.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -888448.375000 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -888448.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -888608.250000 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -888608.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -888758.500000 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -888758.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -888878.250000 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -888878.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -888988.562500 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -888988.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -889076.875000 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -889076.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -889146.937500 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -889146.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -889198.437500 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -889198.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -889251.437500 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -889251.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -889304.750000 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -889304.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -889344.375000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -889344.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -889369.812500 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -889369.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -889394.062500 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -889394.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -889409.000000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -889409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -889432.812500 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -889432.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -889457.312500 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -889457.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -889478.562500 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -889478.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -889499.125000 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -889499.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -889515.750000 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -889515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -889532.000000 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -889532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -889547.062500 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -889547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -889554.312500 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -889554.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -889562.875000 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -889562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -889568.187500 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -889568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -889573.375000 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -889573.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -889577.000000 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -889577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -889585.312500 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -889585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -889586.000000 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -889586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -889590.750000 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -889590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -889595.500000 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -889595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -889605.000000 Penalty: 4367.242676
	Iteration 35Q: 3 clusters Score -889605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -889615.687500 Penalty: 4367.242676
	Iteration 36Q: 3 clusters Score -889615.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -889624.625000 Penalty: 4367.242676
	Iteration 37Q: 3 clusters Score -889624.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -889633.437500 Penalty: 4367.242676
	Iteration 38Q: 3 clusters Score -889633.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -889641.625000 Penalty: 4367.242676
	Iteration 39Q: 3 clusters Score -889641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -889651.125000 Penalty: 4367.242676
	Iteration 40F: 3 clusters Score -889651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -889655.312500 Penalty: 4367.242676
	Iteration 41Q: 3 clusters Score -889655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -889661.812500 Penalty: 4367.242676
	Iteration 42Q: 3 clusters Score -889661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -889664.187500 Penalty: 4367.242676
	Iteration 43Q: 3 clusters Score -889664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -889669.250000 Penalty: 4367.242676
	Iteration 44Q: 3 clusters Score -889669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -889673.937500 Penalty: 4367.242676
	Iteration 45Q: 3 clusters Score -889673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -889681.375000 Penalty: 4367.242676
	Iteration 46Q: 3 clusters Score -889681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -889691.062500 Penalty: 4367.242676
	Iteration 47Q: 3 clusters Score -889691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -889699.000000 Penalty: 4367.242676
	Iteration 48Q: 3 clusters Score -889699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -889708.500000 Penalty: 4367.242676
	Iteration 49Q: 3 clusters Score -889708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -889720.750000 Penalty: 4367.242676
	Iteration 50Q: 3 clusters Score -889720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -889733.625000 Penalty: 4367.242676
	Iteration 51Q: 3 clusters Score -889733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -889743.937500 Penalty: 4367.242676
	Iteration 52Q: 3 clusters Score -889743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -889754.750000 Penalty: 4367.242676
	Iteration 53Q: 3 clusters Score -889754.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -889768.750000 Penalty: 4367.242676
	Iteration 54Q: 3 clusters Score -889768.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -889786.625000 Penalty: 4367.242676
	Iteration 55Q: 3 clusters Score -889786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -889800.437500 Penalty: 4367.242676
	Iteration 56Q: 3 clusters Score -889800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -889811.125000 Penalty: 4367.242676
	Iteration 57Q: 3 clusters Score -889811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -889817.687500 Penalty: 4367.242676
	Iteration 58Q: 3 clusters Score -889817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -889826.062500 Penalty: 4367.242676
	Iteration 59Q: 3 clusters Score -889826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -889830.375000 Penalty: 4367.242676
	Iteration 60F: 3 clusters Score -889830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -889834.000000 Penalty: 4367.242676
	Iteration 61Q: 3 clusters Score -889834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -889843.625000 Penalty: 4367.242676
	Iteration 62Q: 3 clusters Score -889843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -889856.000000 Penalty: 4367.242676
	Iteration 63Q: 3 clusters Score -889856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -889862.437500 Penalty: 4367.242676
	Iteration 64Q: 3 clusters Score -889862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -889870.125000 Penalty: 4367.242676
	Iteration 65Q: 3 clusters Score -889870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -889875.437500 Penalty: 4367.242676
	Iteration 66Q: 3 clusters Score -889875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -889880.375000 Penalty: 4367.242676
	Iteration 67Q: 3 clusters Score -889880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -889884.187500 Penalty: 4367.242676
	Iteration 68Q: 3 clusters Score -889884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -889890.750000 Penalty: 4367.242676
	Iteration 69Q: 3 clusters Score -889890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -889891.312500 Penalty: 4367.242676
	Iteration 70Q: 3 clusters Score -889891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -889892.812500 Penalty: 4367.242676
	Iteration 71Q: 3 clusters Score -889892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -889893.375000 Penalty: 4367.242676
	Iteration 72Q: 3 clusters Score -889893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -889901.062500 Penalty: 4367.242676
	Iteration 73Q: 3 clusters Score -889901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -889900.625000 Penalty: 4367.242676
	Iteration 74Q: 3 clusters Score -889900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -889901.875000 Penalty: 4367.242676
	Iteration 75Q: 3 clusters Score -889901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -889902.687500 Penalty: 4367.242676
	Iteration 76Q: 3 clusters Score -889902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -889902.687500 Penalty: 4367.242676
	Iteration 77F: 3 clusters Score -889902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -359237.625000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -359237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356142.250000 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -356142.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356805.218750 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -356805.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -357018.125000 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -357018.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -357134.187500 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -357134.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357209.031250 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -357209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -357280.093750 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -357280.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -357334.531250 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -357334.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -357385.406250 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -357385.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -357435.625000 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -357435.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -357488.437500 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -357488.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -357529.250000 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -357529.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -357566.562500 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -357566.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -357595.812500 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -357595.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -357620.625000 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -357620.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -357648.281250 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -357648.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357674.781250 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -357674.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -357693.062500 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -357693.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -357713.906250 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -357713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -357732.156250 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -357732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -357744.093750 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -357744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -357748.281250 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -357748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -357755.531250 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -357755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -357760.343750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -357760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357767.843750 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -357767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -357773.187500 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -357773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -357781.812500 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -357781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -357788.531250 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -357788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -357794.562500 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -357794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -357799.062500 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -357799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357803.218750 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -357803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357806.718750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -357806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -357809.781250 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -357809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -357812.343750 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -357812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -357818.750000 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -357818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -357824.437500 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -357824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -357826.218750 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -357826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -357827.687500 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -357827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -357829.843750 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -357829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -357830.750000 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -357830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -357831.687500 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -357831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -357831.875000 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -357831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -357833.406250 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -357833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -357833.750000 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -357833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -357834.625000 Penalty: 3923.653076
	Iteration 43Q: 3 clusters Score -357834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -357835.593750 Penalty: 3923.653076
	Iteration 44Q: 3 clusters Score -357835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -357836.406250 Penalty: 3923.653076
	Iteration 45Q: 3 clusters Score -357836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -357838.000000 Penalty: 3923.653076
	Iteration 46Q: 3 clusters Score -357838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -357839.843750 Penalty: 3923.653076
	Iteration 47Q: 3 clusters Score -357839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -357843.062500 Penalty: 3923.653076
	Iteration 48Q: 3 clusters Score -357843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -357845.062500 Penalty: 3923.653076
	Iteration 49Q: 3 clusters Score -357845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -357845.062500 Penalty: 3923.653076
	Iteration 50F: 3 clusters Score -357845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (254197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254197 members 
Entering Unmasked Estep 
Score: -34730000.000000 Penalty: 3086.574463
	Iteration 0F: 2 clusters Score -3.473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127202 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -34578300.000000 Penalty: 6173.148926
	Iteration 0F: 3 clusters Score -3.45783e+07 nChanged 122459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -34652000.000000 Penalty: 6173.148926
	Iteration 1F: 3 clusters Score -3.4652e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 126296 members 
Entering Unmasked Estep 
Score: -34654584.000000 Penalty: 6173.148926
	Iteration 2Q: 3 clusters Score -3.465458e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127631 members 
Mstep: Class 2 contains 126566 members 
Entering Unmasked Estep 
Score: -34658304.000000 Penalty: 6173.148926
	Iteration 3Q: 3 clusters Score -3.46583e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 127808 members 
Entering Unmasked Estep 
Score: -34663020.000000 Penalty: 6173.148926
	Iteration 4Q: 3 clusters Score -3.466302e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123995 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -34668504.000000 Penalty: 6173.148926
	Iteration 5Q: 3 clusters Score -3.46685e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -34674612.000000 Penalty: 6173.148926
	Iteration 6F: 3 clusters Score -3.467461e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -34682192.000000 Penalty: 6173.148926
	Iteration 7F: 3 clusters Score -3.468219e+07 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 147725 members 
Entering Unmasked Estep 
Score: -34691196.000000 Penalty: 6173.148926
	Iteration 8F: 3 clusters Score -3.46912e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -34701516.000000 Penalty: 6173.148926
	Iteration 9F: 3 clusters Score -3.470152e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -34710040.000000 Penalty: 6173.148926
	Iteration 10F: 3 clusters Score -3.471004e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -34714856.000000 Penalty: 6173.148926
	Iteration 11Q: 3 clusters Score -3.471486e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -34717352.000000 Penalty: 6173.148926
	Iteration 12Q: 3 clusters Score -3.471735e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -34719024.000000 Penalty: 6173.148926
	Iteration 13Q: 3 clusters Score -3.471902e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 196790 members 
Entering Unmasked Estep 
Score: -34719556.000000 Penalty: 6173.148926
	Iteration 14Q: 3 clusters Score -3.471956e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 203343 members 
Entering Unmasked Estep 
Score: -34720372.000000 Penalty: 6173.148926
	Iteration 15Q: 3 clusters Score -3.472037e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 209340 members 
Entering Unmasked Estep 
Score: -34720936.000000 Penalty: 6173.148926
	Iteration 16Q: 3 clusters Score -3.472094e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 214523 members 
Entering Unmasked Estep 
Score: -34721508.000000 Penalty: 6173.148926
	Iteration 17Q: 3 clusters Score -3.472151e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -34722304.000000 Penalty: 6173.148926
	Iteration 18Q: 3 clusters Score -3.47223e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 223418 members 
Entering Unmasked Estep 
Score: -34722696.000000 Penalty: 6173.148926
	Iteration 19Q: 3 clusters Score -3.47227e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 227213 members 
Entering Unmasked Estep 
Score: -34723224.000000 Penalty: 6173.148926
	Iteration 20F: 3 clusters Score -3.472322e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 230605 members 
Entering Unmasked Estep 
Score: -34723896.000000 Penalty: 6173.148926
	Iteration 21Q: 3 clusters Score -3.47239e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 233617 members 
Entering Unmasked Estep 
Score: -34724564.000000 Penalty: 6173.148926
	Iteration 22Q: 3 clusters Score -3.472456e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 236198 members 
Entering Unmasked Estep 
Score: -34724956.000000 Penalty: 6173.148926
	Iteration 23Q: 3 clusters Score -3.472496e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 238495 members 
Entering Unmasked Estep 
Score: -34726456.000000 Penalty: 6173.148926
	Iteration 24Q: 3 clusters Score -3.472646e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 240421 members 
Entering Unmasked Estep 
Score: -34728276.000000 Penalty: 6173.148926
	Iteration 25Q: 3 clusters Score -3.472828e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 242095 members 
Entering Unmasked Estep 
Score: -34729716.000000 Penalty: 6173.148926
	Iteration 26Q: 3 clusters Score -3.472972e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 243332 members 
Entering Unmasked Estep 
Score: -34730556.000000 Penalty: 6173.148926
	Iteration 27Q: 3 clusters Score -3.473056e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 244253 members 
Entering Unmasked Estep 
Score: -34731252.000000 Penalty: 6173.148926
	Iteration 28Q: 3 clusters Score -3.473125e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 244925 members 
Entering Unmasked Estep 
Score: -34731540.000000 Penalty: 6173.148926
	Iteration 29Q: 3 clusters Score -3.473154e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 245430 members 
Entering Unmasked Estep 
Score: -34731712.000000 Penalty: 6173.148926
	Iteration 30Q: 3 clusters Score -3.473171e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 245758 members 
Entering Unmasked Estep 
Score: -34731840.000000 Penalty: 6173.148926
	Iteration 31Q: 3 clusters Score -3.473184e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 245986 members 
Entering Unmasked Estep 
Score: -34731812.000000 Penalty: 6173.148926
	Iteration 32Q: 3 clusters Score -3.473181e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 246167 members 
Entering Unmasked Estep 
Score: -34731952.000000 Penalty: 6173.148926
	Iteration 33Q: 3 clusters Score -3.473195e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 246303 members 
Entering Unmasked Estep 
Score: -34731948.000000 Penalty: 6173.148926
	Iteration 34Q: 3 clusters Score -3.473195e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 246417 members 
Entering Unmasked Estep 
Score: -34731972.000000 Penalty: 6173.148926
	Iteration 35Q: 3 clusters Score -3.473197e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 246511 members 
Entering Unmasked Estep 
Score: -34731948.000000 Penalty: 6173.148926
	Iteration 36Q: 3 clusters Score -3.473195e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 246586 members 
Entering Unmasked Estep 
Score: -34731924.000000 Penalty: 6173.148926
	Iteration 37Q: 3 clusters Score -3.473192e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 246652 members 
Entering Unmasked Estep 
Score: -34731976.000000 Penalty: 6173.148926
	Iteration 38Q: 3 clusters Score -3.473198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 246708 members 
Entering Unmasked Estep 
Score: -34731948.000000 Penalty: 6173.148926
	Iteration 39Q: 3 clusters Score -3.473195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 246768 members 
Entering Unmasked Estep 
Score: -34731908.000000 Penalty: 6173.148926
	Iteration 40F: 3 clusters Score -3.473191e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 246815 members 
Entering Unmasked Estep 
Score: -34731936.000000 Penalty: 6173.148926
	Iteration 41Q: 3 clusters Score -3.473194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 246858 members 
Entering Unmasked Estep 
Score: -34731940.000000 Penalty: 6173.148926
	Iteration 42Q: 3 clusters Score -3.473194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 246898 members 
Entering Unmasked Estep 
Score: -34731960.000000 Penalty: 6173.148926
	Iteration 43Q: 3 clusters Score -3.473196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 246925 members 
Entering Unmasked Estep 
Score: -34731976.000000 Penalty: 6173.148926
	Iteration 44Q: 3 clusters Score -3.473198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 246945 members 
Entering Unmasked Estep 
Score: -34731952.000000 Penalty: 6173.148926
	Iteration 45Q: 3 clusters Score -3.473195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 246965 members 
Entering Unmasked Estep 
Score: -34731956.000000 Penalty: 6173.148926
	Iteration 46Q: 3 clusters Score -3.473196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 246983 members 
Entering Unmasked Estep 
Score: -34731968.000000 Penalty: 6173.148926
	Iteration 47Q: 3 clusters Score -3.473197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 246991 members 
Entering Unmasked Estep 
Score: -34731964.000000 Penalty: 6173.148926
	Iteration 48Q: 3 clusters Score -3.473196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 247000 members 
Entering Unmasked Estep 
Score: -34731980.000000 Penalty: 6173.148926
	Iteration 49Q: 3 clusters Score -3.473198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 247006 members 
Entering Unmasked Estep 
Score: -34732008.000000 Penalty: 6173.148926
	Iteration 50Q: 3 clusters Score -3.473201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 247016 members 
Entering Unmasked Estep 
Score: -34732036.000000 Penalty: 6173.148926
	Iteration 51Q: 3 clusters Score -3.473204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 247021 members 
Entering Unmasked Estep 
Score: -34732032.000000 Penalty: 6173.148926
	Iteration 52Q: 3 clusters Score -3.473203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 247023 members 
Entering Unmasked Estep 
Score: -34732044.000000 Penalty: 6173.148926
	Iteration 53Q: 3 clusters Score -3.473204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 247028 members 
Entering Unmasked Estep 
Score: -34732032.000000 Penalty: 6173.148926
	Iteration 54Q: 3 clusters Score -3.473203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 247031 members 
Entering Unmasked Estep 
Score: -34732020.000000 Penalty: 6173.148926
	Iteration 55Q: 3 clusters Score -3.473202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 247033 members 
Entering Unmasked Estep 
Score: -34732020.000000 Penalty: 6173.148926
	Iteration 56Q: 3 clusters Score -3.473202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 247033 members 
Entering Unmasked Estep 
Score: -34732020.000000 Penalty: 6173.148926
	Iteration 57F: 3 clusters Score -3.473202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 139882 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 45937 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 113760 members 
Mstep: Class 13 contains 86605 members 
Mstep: Class 14 contains 76549 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 44886 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37696 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 92425 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1350 members 
Mstep: Class 32 contains 247033 members 
Entering Unmasked Estep 
Score: -134144496.000000 Penalty: 109721.601562
Splitting cluster 28 changes total score from -134142656.000000 to -134144496.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -165720.828125 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -165720.8 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 702 members 
Entering Unmasked Estep 
Score: -163598.546875 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -163598.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163993.515625 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -163993.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -164217.687500 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -164217.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -164378.359375 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -164378.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164551.203125 Penalty: 3570.669922
	Iteration 4F: 3 clusters Score -164551.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -164700.859375 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -164700.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -164912.328125 Penalty: 3570.669922
	Iteration 6F: 3 clusters Score -164912.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165122.312500 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -165122.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165302.531250 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -165302.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165515.750000 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -165515.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165609.937500 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -165609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165704.812500 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -165704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -165846.687500 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -165846.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -166097.281250 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -166097.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -166413.421875 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -166413.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166581.062500 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -166581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -166655.312500 Penalty: 3570.669922
	Iteration 16Q: 3 clusters Score -166655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166661.140625 Penalty: 3570.669922
	Iteration 17Q: 3 clusters Score -166661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166663.890625 Penalty: 3570.669922
	Iteration 18F: 3 clusters Score -166663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -166666.890625 Penalty: 3570.669922
	Iteration 19Q: 3 clusters Score -166666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -166669.906250 Penalty: 3570.669922
	Iteration 20F: 3 clusters Score -166669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -166670.437500 Penalty: 3570.669922
	Iteration 21Q: 3 clusters Score -166670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166672.156250 Penalty: 3570.669922
	Iteration 22Q: 3 clusters Score -166672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166676.375000 Penalty: 3570.669922
	Iteration 23Q: 3 clusters Score -166676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -166678.140625 Penalty: 3570.669922
	Iteration 24Q: 3 clusters Score -166678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166686.000000 Penalty: 3570.669922
	Iteration 25Q: 3 clusters Score -166686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166690.671875 Penalty: 3570.669922
	Iteration 26Q: 3 clusters Score -166690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166693.718750 Penalty: 3570.669922
	Iteration 27Q: 3 clusters Score -166693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166701.656250 Penalty: 3570.669922
	Iteration 28Q: 3 clusters Score -166701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166715.937500 Penalty: 3570.669922
	Iteration 29Q: 3 clusters Score -166715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166730.093750 Penalty: 3570.669922
	Iteration 30Q: 3 clusters Score -166730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166737.046875 Penalty: 3570.669922
	Iteration 31Q: 3 clusters Score -166737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -166740.640625 Penalty: 3570.669922
	Iteration 32Q: 3 clusters Score -166740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166742.468750 Penalty: 3570.669922
	Iteration 33Q: 3 clusters Score -166742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166743.093750 Penalty: 3570.669922
	Iteration 34Q: 3 clusters Score -166743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166743.093750 Penalty: 3570.669922
	Iteration 35F: 3 clusters Score -166743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 139882 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 45937 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 113760 members 
Mstep: Class 13 contains 86605 members 
Mstep: Class 14 contains 76549 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 44886 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37696 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 92425 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1350 members 
Mstep: Class 32 contains 247033 members 
Mstep: Class 33 contains 896 members 
Entering Unmasked Estep 
Score: -134143896.000000 Penalty: 113150.398438
Splitting cluster 29 changes total score from -134142656.000000 to -134143896.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -64588.062500 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -64588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63100.585938 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -63100.59 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63395.078125 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -63395.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63467.628906 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -63467.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63506.781250 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -63506.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63533.851562 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -63533.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63550.972656 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -63550.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63581.171875 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -63581.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63652.988281 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -63652.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63863.632812 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -63863.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63988.125000 Penalty: 3121.535889
	Iteration 9F: 3 clusters Score -63988.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64086.363281 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -64086.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64148.257812 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -64148.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64181.863281 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -64181.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64201.234375 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -64201.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64202.425781 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -64202.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64205.476562 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -64205.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64208.796875 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -64208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64208.796875 Penalty: 3121.535889
	Iteration 17F: 3 clusters Score -64208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -163866.937500 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -163866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161668.859375 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -161668.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162085.343750 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -162085.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162226.187500 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -162226.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162316.062500 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -162316.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -162380.453125 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -162380.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162445.703125 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -162445.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162509.812500 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -162509.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162600.750000 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -162600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -162651.296875 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -162651.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162674.953125 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -162675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162694.500000 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -162694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162710.593750 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -162710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162731.984375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -162732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162749.968750 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -162750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162759.828125 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -162759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162771.875000 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -162771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162777.953125 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -162778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162778.984375 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -162779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162779.421875 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -162779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162779.421875 Penalty: 3575.098633
	Iteration 19F: 3 clusters Score -162779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 139882 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 45937 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 113760 members 
Mstep: Class 13 contains 86605 members 
Mstep: Class 14 contains 76549 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 44886 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37696 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 92425 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145920.000000 Penalty: 113150.398438
Iteration 159Q: 34 clusters Score -1.341459e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 140389 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 46102 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17276 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8533 members 
Mstep: Class 12 contains 113817 members 
Mstep: Class 13 contains 87029 members 
Mstep: Class 14 contains 76545 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 45192 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37864 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 92554 members 
Mstep: Class 22 contains 3703 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6669 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 8110 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1348 members 
Mstep: Class 32 contains 243951 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146568.000000 Penalty: 113150.398438
Iteration 160F: 34 clusters Score -1.341466e+08 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 140358 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 46176 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17244 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 8545 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 113803 members 
Mstep: Class 13 contains 87158 members 
Mstep: Class 14 contains 76540 members 
Mstep: Class 15 contains 7748 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37350 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 92491 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 8042 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 2728 members 
Mstep: Class 28 contains 8611 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1351 members 
Mstep: Class 32 contains 243834 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146784.000000 Penalty: 113150.398438
Iteration 161Q: 34 clusters Score -1.341468e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 140401 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 46267 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17219 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8538 members 
Mstep: Class 12 contains 113810 members 
Mstep: Class 13 contains 87293 members 
Mstep: Class 14 contains 76534 members 
Mstep: Class 15 contains 7722 members 
Mstep: Class 16 contains 45298 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 37024 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 92477 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6677 members 
Mstep: Class 27 contains 2729 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1354 members 
Mstep: Class 32 contains 243325 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147104.000000 Penalty: 113150.398438
Iteration 162Q: 34 clusters Score -1.341471e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 140456 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 46366 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17234 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 113806 members 
Mstep: Class 13 contains 87420 members 
Mstep: Class 14 contains 76518 members 
Mstep: Class 15 contains 7706 members 
Mstep: Class 16 contains 45383 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 36776 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 92463 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 8026 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2730 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1357 members 
Mstep: Class 32 contains 242737 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147528.000000 Penalty: 113150.398438
Iteration 163Q: 34 clusters Score -1.341475e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 140504 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 46467 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17233 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8572 members 
Mstep: Class 12 contains 113820 members 
Mstep: Class 13 contains 87510 members 
Mstep: Class 14 contains 76498 members 
Mstep: Class 15 contains 7678 members 
Mstep: Class 16 contains 45504 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 36583 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 92474 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 2732 members 
Mstep: Class 28 contains 9699 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 242122 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147288.000000 Penalty: 113150.398438
Iteration 164Q: 34 clusters Score -1.341473e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 140572 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 46558 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17235 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8593 members 
Mstep: Class 12 contains 113824 members 
Mstep: Class 13 contains 87576 members 
Mstep: Class 14 contains 76475 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 45639 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 36435 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 92496 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 8009 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 2733 members 
Mstep: Class 28 contains 9966 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1368 members 
Mstep: Class 32 contains 241526 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147128.000000 Penalty: 113150.398438
Iteration 165Q: 34 clusters Score -1.341471e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 140654 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 46636 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17215 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 113832 members 
Mstep: Class 13 contains 87661 members 
Mstep: Class 14 contains 76450 members 
Mstep: Class 15 contains 7628 members 
Mstep: Class 16 contains 45751 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 36280 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 92528 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 516 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 6700 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 10199 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1377 members 
Mstep: Class 32 contains 240951 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146984.000000 Penalty: 113150.398438
Iteration 166Q: 34 clusters Score -1.34147e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 140728 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 46702 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8627 members 
Mstep: Class 12 contains 113849 members 
Mstep: Class 13 contains 87740 members 
Mstep: Class 14 contains 76430 members 
Mstep: Class 15 contains 7600 members 
Mstep: Class 16 contains 45857 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 36154 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 92561 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 6709 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 240400 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146688.000000 Penalty: 113150.398438
Iteration 167Q: 34 clusters Score -1.341467e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 140786 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8646 members 
Mstep: Class 12 contains 113860 members 
Mstep: Class 13 contains 87839 members 
Mstep: Class 14 contains 76409 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 45974 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 36043 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 92584 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 7992 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 6713 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 239851 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146512.000000 Penalty: 113150.398438
Iteration 168Q: 34 clusters Score -1.341465e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 140851 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 46818 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8662 members 
Mstep: Class 12 contains 113886 members 
Mstep: Class 13 contains 87927 members 
Mstep: Class 14 contains 76397 members 
Mstep: Class 15 contains 7559 members 
Mstep: Class 16 contains 46087 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 35952 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 92629 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 7986 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 6720 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 10690 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1412 members 
Mstep: Class 32 contains 239285 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146392.000000 Penalty: 113150.398438
Iteration 169Q: 34 clusters Score -1.341464e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 140906 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 46860 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17186 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8685 members 
Mstep: Class 12 contains 113901 members 
Mstep: Class 13 contains 88037 members 
Mstep: Class 14 contains 76375 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 46210 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 35884 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 92653 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 10825 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1418 members 
Mstep: Class 32 contains 238698 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146112.000000 Penalty: 113150.398438
Iteration 170Q: 34 clusters Score -1.341461e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 140982 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 46900 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17188 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 113920 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 76358 members 
Mstep: Class 15 contains 7519 members 
Mstep: Class 16 contains 46334 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 35812 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 92675 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 7972 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6726 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 10944 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1428 members 
Mstep: Class 32 contains 238113 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145776.000000 Penalty: 113150.398438
Iteration 171Q: 34 clusters Score -1.341458e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 141053 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 46957 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17194 members 
Mstep: Class 7 contains 8343 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8715 members 
Mstep: Class 12 contains 113926 members 
Mstep: Class 13 contains 88219 members 
Mstep: Class 14 contains 76349 members 
Mstep: Class 15 contains 7508 members 
Mstep: Class 16 contains 46480 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 35747 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 92700 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6727 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1441 members 
Mstep: Class 32 contains 237490 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145600.000000 Penalty: 113150.398438
Iteration 172Q: 34 clusters Score -1.341456e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 141118 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47000 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 8344 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 113926 members 
Mstep: Class 13 contains 88327 members 
Mstep: Class 14 contains 76338 members 
Mstep: Class 15 contains 7499 members 
Mstep: Class 16 contains 46665 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 35701 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 92731 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 7950 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6729 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 11140 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1449 members 
Mstep: Class 32 contains 236820 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145432.000000 Penalty: 113150.398438
Iteration 173Q: 34 clusters Score -1.341454e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 141169 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47059 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17194 members 
Mstep: Class 7 contains 8347 members 
Mstep: Class 8 contains 8543 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 113922 members 
Mstep: Class 13 contains 88418 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 46835 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35657 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 92768 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 11229 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1455 members 
Mstep: Class 32 contains 236186 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145440.000000 Penalty: 113150.398438
Iteration 174Q: 34 clusters Score -1.341454e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 141210 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47097 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17195 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 113927 members 
Mstep: Class 13 contains 88504 members 
Mstep: Class 14 contains 76323 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 46985 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35603 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 92785 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 7929 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 11310 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1461 members 
Mstep: Class 32 contains 235639 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145736.000000 Penalty: 113150.398438
Iteration 175Q: 34 clusters Score -1.341457e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 141252 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47142 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 113929 members 
Mstep: Class 13 contains 88579 members 
Mstep: Class 14 contains 76315 members 
Mstep: Class 15 contains 7453 members 
Mstep: Class 16 contains 47119 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35553 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 92809 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 7924 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 11378 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1464 members 
Mstep: Class 32 contains 235164 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134145744.000000 Penalty: 113150.398438
Iteration 176Q: 34 clusters Score -1.341457e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 141264 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 8350 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 113924 members 
Mstep: Class 13 contains 88630 members 
Mstep: Class 14 contains 76311 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 47272 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35511 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92833 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 7922 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 11428 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1468 members 
Mstep: Class 32 contains 234764 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -1.341461e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 141268 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 47207 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17211 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 6306 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8755 members 
Mstep: Class 12 contains 113932 members 
Mstep: Class 13 contains 88672 members 
Mstep: Class 14 contains 76307 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 47386 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35473 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92846 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 11491 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1469 members 
Mstep: Class 32 contains 234412 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
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Score: -134146064.000000 Penalty: 113150.398438
Iteration 178Q: 34 clusters Score -1.341461e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 141278 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 47232 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17217 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88719 members 
Mstep: Class 14 contains 76303 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 47481 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35429 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92859 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 7912 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 11565 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1469 members 
Mstep: Class 32 contains 234085 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146272.000000 Penalty: 113150.398438
Iteration 179Q: 34 clusters Score -1.341463e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 141289 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47255 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17231 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8757 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88773 members 
Mstep: Class 14 contains 76301 members 
Mstep: Class 15 contains 7424 members 
Mstep: Class 16 contains 47576 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35394 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92873 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 7899 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 11632 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1469 members 
Mstep: Class 32 contains 233772 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146128.000000 Penalty: 113150.398438
Iteration 180F: 34 clusters Score -1.341461e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 141295 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47286 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8508 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8760 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88813 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 47676 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35358 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92882 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 7891 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 11692 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1471 members 
Mstep: Class 32 contains 233482 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146272.000000 Penalty: 113150.398438
Iteration 181Q: 34 clusters Score -1.341463e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 141281 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47314 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17248 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8501 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 113945 members 
Mstep: Class 13 contains 88836 members 
Mstep: Class 14 contains 76298 members 
Mstep: Class 15 contains 7409 members 
Mstep: Class 16 contains 47773 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 35325 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92895 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 7888 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6733 members 
Mstep: Class 27 contains 2742 members 
Mstep: Class 28 contains 11739 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1474 members 
Mstep: Class 32 contains 233261 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146416.000000 Penalty: 113150.398438
Iteration 182Q: 34 clusters Score -1.341464e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 141296 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47336 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17248 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 8493 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 113943 members 
Mstep: Class 13 contains 88859 members 
Mstep: Class 14 contains 76296 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 47840 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35294 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92907 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 7883 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6734 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 11774 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1475 members 
Mstep: Class 32 contains 233061 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146320.000000 Penalty: 113150.398438
Iteration 183Q: 34 clusters Score -1.341463e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 141320 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47349 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17245 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8768 members 
Mstep: Class 12 contains 113936 members 
Mstep: Class 13 contains 88882 members 
Mstep: Class 14 contains 76293 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 47897 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35259 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92911 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6735 members 
Mstep: Class 27 contains 2745 members 
Mstep: Class 28 contains 11806 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232881 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146424.000000 Penalty: 113150.398438
Iteration 184Q: 34 clusters Score -1.341464e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 141325 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 47367 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17248 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 8484 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 113932 members 
Mstep: Class 13 contains 88904 members 
Mstep: Class 14 contains 76291 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 47951 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35234 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92920 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 7881 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2746 members 
Mstep: Class 28 contains 11829 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232739 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146320.000000 Penalty: 113150.398438
Iteration 185Q: 34 clusters Score -1.341463e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 141328 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 47375 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8478 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 113929 members 
Mstep: Class 13 contains 88909 members 
Mstep: Class 14 contains 76292 members 
Mstep: Class 15 contains 7381 members 
Mstep: Class 16 contains 47980 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92938 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 7879 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11857 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232633 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146320.000000 Penalty: 113150.398438
Iteration 186Q: 34 clusters Score -1.341463e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 141332 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 47387 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 113930 members 
Mstep: Class 13 contains 88913 members 
Mstep: Class 14 contains 76292 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 47998 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35192 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92948 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 7873 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232526 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146432.000000 Penalty: 113150.398438
Iteration 187Q: 34 clusters Score -1.341464e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 141343 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 47397 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17274 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8478 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 113931 members 
Mstep: Class 13 contains 88921 members 
Mstep: Class 14 contains 76291 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48020 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35167 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92961 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 7868 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11902 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232436 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146656.000000 Penalty: 113150.398438
Iteration 188Q: 34 clusters Score -1.341467e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 141357 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17278 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8473 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113930 members 
Mstep: Class 13 contains 88925 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 48037 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35148 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92970 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 7862 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11918 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232362 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146632.000000 Penalty: 113150.398438
Iteration 189Q: 34 clusters Score -1.341466e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 141371 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113932 members 
Mstep: Class 13 contains 88926 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 48047 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35128 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92980 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 7857 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232308 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146632.000000 Penalty: 113150.398438
Iteration 190Q: 34 clusters Score -1.341466e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 141390 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113933 members 
Mstep: Class 13 contains 88933 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48057 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35111 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92987 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232244 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146664.000000 Penalty: 113150.398438
Iteration 191Q: 34 clusters Score -1.341467e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 141395 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113931 members 
Mstep: Class 13 contains 88944 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48080 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35095 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92989 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7853 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232180 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146616.000000 Penalty: 113150.398438
Iteration 192Q: 34 clusters Score -1.341466e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 141389 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17286 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113933 members 
Mstep: Class 13 contains 88954 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48104 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35085 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92989 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232126 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146712.000000 Penalty: 113150.398438
Iteration 193Q: 34 clusters Score -1.341467e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 141388 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47437 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17289 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8469 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113933 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48125 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35076 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92994 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 11982 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 232057 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146824.000000 Penalty: 113150.398438
Iteration 194Q: 34 clusters Score -1.341468e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 141390 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47442 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17291 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113933 members 
Mstep: Class 13 contains 88974 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48148 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35064 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92997 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7849 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12000 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231990 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146720.000000 Penalty: 113150.398438
Iteration 195Q: 34 clusters Score -1.341467e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 141386 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17292 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113935 members 
Mstep: Class 13 contains 88987 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 48154 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35054 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92999 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12015 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231940 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146720.000000 Penalty: 113150.398438
Iteration 196Q: 34 clusters Score -1.341467e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 141388 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17295 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113935 members 
Mstep: Class 13 contains 88991 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48165 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35041 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7845 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12031 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231893 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146696.000000 Penalty: 113150.398438
Iteration 197Q: 34 clusters Score -1.341467e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 141383 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47463 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17295 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 89000 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48169 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35034 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 92999 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7844 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12043 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231853 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146744.000000 Penalty: 113150.398438
Iteration 198Q: 34 clusters Score -1.341467e+08 nChanged 98
Entering ConstructFrom: 
Score: -134146744.000000 Penalty: 113150.398438
Entering ConstructFrom: 
Trying to split cluster 1 (27378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Entering Unmasked Estep 
Score: -3780748.750000 Penalty: 2533.938721
	Iteration 0F: 2 clusters Score -3780749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3761947.750000 Penalty: 5067.877441
	Iteration 0F: 3 clusters Score -3761948 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3768534.750000 Penalty: 5067.877441
	Iteration 1F: 3 clusters Score -3768535 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3769080.000000 Penalty: 5067.877441
	Iteration 2F: 3 clusters Score -3769080 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3769604.250000 Penalty: 5067.877441
	Iteration 3Q: 3 clusters Score -3769604 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3770143.500000 Penalty: 5067.877441
	Iteration 4Q: 3 clusters Score -3770144 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3770740.500000 Penalty: 5067.877441
	Iteration 5Q: 3 clusters Score -3770740 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3771399.750000 Penalty: 5067.877441
	Iteration 6F: 3 clusters Score -3771400 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3772113.750000 Penalty: 5067.877441
	Iteration 7F: 3 clusters Score -3772114 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3772881.250000 Penalty: 5067.877441
	Iteration 8Q: 3 clusters Score -3772881 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3773619.000000 Penalty: 5067.877441
	Iteration 9Q: 3 clusters Score -3773619 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3774338.000000 Penalty: 5067.877441
	Iteration 10Q: 3 clusters Score -3774338 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3775043.000000 Penalty: 5067.877441
	Iteration 11Q: 3 clusters Score -3775043 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3775705.000000 Penalty: 5067.877441
	Iteration 12Q: 3 clusters Score -3775705 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3776358.250000 Penalty: 5067.877441
	Iteration 13Q: 3 clusters Score -3776358 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3776933.750000 Penalty: 5067.877441
	Iteration 14Q: 3 clusters Score -3776934 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3777356.000000 Penalty: 5067.877441
	Iteration 15Q: 3 clusters Score -3777356 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3777644.250000 Penalty: 5067.877441
	Iteration 16Q: 3 clusters Score -3777644 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3777890.250000 Penalty: 5067.877441
	Iteration 17Q: 3 clusters Score -3777890 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3778037.750000 Penalty: 5067.877441
	Iteration 18Q: 3 clusters Score -3778038 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3778178.750000 Penalty: 5067.877441
	Iteration 19Q: 3 clusters Score -3778179 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3778279.250000 Penalty: 5067.877441
	Iteration 20F: 3 clusters Score -3778279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3778352.000000 Penalty: 5067.877441
	Iteration 21Q: 3 clusters Score -3778352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3778394.250000 Penalty: 5067.877441
	Iteration 22Q: 3 clusters Score -3778394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3778436.750000 Penalty: 5067.877441
	Iteration 23Q: 3 clusters Score -3778437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3778470.500000 Penalty: 5067.877441
	Iteration 24Q: 3 clusters Score -3778470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3778507.000000 Penalty: 5067.877441
	Iteration 25Q: 3 clusters Score -3778507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3778539.250000 Penalty: 5067.877441
	Iteration 26Q: 3 clusters Score -3778539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3778559.000000 Penalty: 5067.877441
	Iteration 27Q: 3 clusters Score -3778559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3778580.000000 Penalty: 5067.877441
	Iteration 28Q: 3 clusters Score -3778580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3778594.500000 Penalty: 5067.877441
	Iteration 29Q: 3 clusters Score -3778594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3778608.500000 Penalty: 5067.877441
	Iteration 30Q: 3 clusters Score -3778608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3778626.750000 Penalty: 5067.877441
	Iteration 31Q: 3 clusters Score -3778627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3778635.750000 Penalty: 5067.877441
	Iteration 32Q: 3 clusters Score -3778636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3778645.500000 Penalty: 5067.877441
	Iteration 33Q: 3 clusters Score -3778646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3778643.000000 Penalty: 5067.877441
	Iteration 34Q: 3 clusters Score -3778643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3778647.750000 Penalty: 5067.877441
	Iteration 35Q: 3 clusters Score -3778648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3778654.250000 Penalty: 5067.877441
	Iteration 36Q: 3 clusters Score -3778654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3778652.000000 Penalty: 5067.877441
	Iteration 37Q: 3 clusters Score -3778652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3778649.250000 Penalty: 5067.877441
	Iteration 38Q: 3 clusters Score -3778649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3778649.250000 Penalty: 5067.877441
	Iteration 39F: 3 clusters Score -3778649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Entering Unmasked Estep 
Score: -19285364.000000 Penalty: 2941.083252
	Iteration 0F: 2 clusters Score -1.928536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -19193510.000000 Penalty: 5882.166504
	Iteration 0F: 3 clusters Score -1.919351e+07 nChanged 67188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -19231450.000000 Penalty: 5882.166504
	Iteration 1F: 3 clusters Score -1.923145e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -19232044.000000 Penalty: 5882.166504
	Iteration 2Q: 3 clusters Score -1.923204e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -19232646.000000 Penalty: 5882.166504
	Iteration 3Q: 3 clusters Score -1.923265e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -19233326.000000 Penalty: 5882.166504
	Iteration 4Q: 3 clusters Score -1.923333e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -19234044.000000 Penalty: 5882.166504
	Iteration 5Q: 3 clusters Score -1.923404e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -19234870.000000 Penalty: 5882.166504
	Iteration 6Q: 3 clusters Score -1.923487e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -19235800.000000 Penalty: 5882.166504
	Iteration 7Q: 3 clusters Score -1.92358e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -19236824.000000 Penalty: 5882.166504
	Iteration 8Q: 3 clusters Score -1.923682e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -19238136.000000 Penalty: 5882.166504
	Iteration 9Q: 3 clusters Score -1.923814e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -19239510.000000 Penalty: 5882.166504
	Iteration 10Q: 3 clusters Score -1.923951e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -19241530.000000 Penalty: 5882.166504
	Iteration 11Q: 3 clusters Score -1.924153e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -19244496.000000 Penalty: 5882.166504
	Iteration 12Q: 3 clusters Score -1.92445e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -19248314.000000 Penalty: 5882.166504
	Iteration 13Q: 3 clusters Score -1.924831e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -19253558.000000 Penalty: 5882.166504
	Iteration 14F: 3 clusters Score -1.925356e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -19259338.000000 Penalty: 5882.166504
	Iteration 15F: 3 clusters Score -1.925934e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -19265300.000000 Penalty: 5882.166504
	Iteration 16F: 3 clusters Score -1.92653e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -19270908.000000 Penalty: 5882.166504
	Iteration 17F: 3 clusters Score -1.927091e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -19275180.000000 Penalty: 5882.166504
	Iteration 18Q: 3 clusters Score -1.927518e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -19278124.000000 Penalty: 5882.166504
	Iteration 19Q: 3 clusters Score -1.927812e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -19280054.000000 Penalty: 5882.166504
	Iteration 20F: 3 clusters Score -1.928005e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138793 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19281328.000000 Penalty: 5882.166504
	Iteration 21Q: 3 clusters Score -1.928133e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139780 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19281994.000000 Penalty: 5882.166504
	Iteration 22Q: 3 clusters Score -1.928199e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19282354.000000 Penalty: 5882.166504
	Iteration 23Q: 3 clusters Score -1.928235e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19282570.000000 Penalty: 5882.166504
	Iteration 24Q: 3 clusters Score -1.928257e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -19282680.000000 Penalty: 5882.166504
	Iteration 25Q: 3 clusters Score -1.928268e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19282730.000000 Penalty: 5882.166504
	Iteration 26Q: 3 clusters Score -1.928273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19282752.000000 Penalty: 5882.166504
	Iteration 27Q: 3 clusters Score -1.928275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19282802.000000 Penalty: 5882.166504
	Iteration 28Q: 3 clusters Score -1.92828e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140894 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19282844.000000 Penalty: 5882.166504
	Iteration 29Q: 3 clusters Score -1.928284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19282834.000000 Penalty: 5882.166504
	Iteration 30Q: 3 clusters Score -1.928283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19282876.000000 Penalty: 5882.166504
	Iteration 31Q: 3 clusters Score -1.928288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19282888.000000 Penalty: 5882.166504
	Iteration 32Q: 3 clusters Score -1.928289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19282898.000000 Penalty: 5882.166504
	Iteration 33Q: 3 clusters Score -1.92829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19282904.000000 Penalty: 5882.166504
	Iteration 34Q: 3 clusters Score -1.92829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19282886.000000 Penalty: 5882.166504
	Iteration 35Q: 3 clusters Score -1.928289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19282904.000000 Penalty: 5882.166504
	Iteration 36Q: 3 clusters Score -1.92829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19282912.000000 Penalty: 5882.166504
	Iteration 37Q: 3 clusters Score -1.928291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19282912.000000 Penalty: 5882.166504
	Iteration 38F: 3 clusters Score -1.928291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -599792.250000 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -599792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -595548.812500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -595548.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -596544.937500 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -596544.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -596757.437500 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -596757.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -596892.000000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -596892 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -597007.750000 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -597007.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -597107.125000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -597107.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -597205.000000 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -597205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -597302.625000 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -597302.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -597393.312500 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -597393.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -597478.125000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -597478.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -597563.562500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -597563.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -597637.062500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -597637.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -597693.437500 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -597693.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -597735.062500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -597735.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -597768.812500 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -597768.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -597798.875000 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -597798.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -597820.687500 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -597820.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -597838.125000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -597838.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -597856.875000 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -597856.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -597875.375000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -597875.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -597893.187500 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -597893.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -597906.687500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -597906.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -597917.250000 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -597917.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -597929.875000 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -597929.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -597946.875000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -597946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -597969.062500 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -597969.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -597990.937500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -597990.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -598006.750000 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -598006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -598018.062500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -598018.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -598028.937500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -598028.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -598038.625000 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -598038.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -598049.500000 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -598049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -598060.250000 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -598060.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -598076.812500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -598076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -598092.812500 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -598092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -598106.937500 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -598106.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -598120.750000 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -598120.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -598131.500000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -598131.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -598148.187500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -598148.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -598158.375000 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -598158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -598165.000000 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -598165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -598169.625000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -598169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -598173.187500 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -598173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -598175.437500 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -598175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -598180.187500 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -598180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -598184.125000 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -598184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -598189.625000 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -598189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -598193.125000 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -598193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -598196.562500 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -598196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -598199.125000 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -598199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -598200.875000 Penalty: 4166.392578
	Iteration 50Q: 3 clusters Score -598200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -598201.687500 Penalty: 4166.392578
	Iteration 51Q: 3 clusters Score -598201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -598201.687500 Penalty: 4166.392578
	Iteration 52F: 3 clusters Score -598201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Entering Unmasked Estep 
Score: -6069177.000000 Penalty: 2670.401367
	Iteration 0F: 2 clusters Score -6069177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -6036969.000000 Penalty: 5340.802734
	Iteration 0F: 3 clusters Score -6036969 nChanged 22031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6049412.500000 Penalty: 5340.802734
	Iteration 1F: 3 clusters Score -6049412 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -6050147.500000 Penalty: 5340.802734
	Iteration 2Q: 3 clusters Score -6050148 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6050920.000000 Penalty: 5340.802734
	Iteration 3Q: 3 clusters Score -6050920 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6051757.500000 Penalty: 5340.802734
	Iteration 4Q: 3 clusters Score -6051758 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6052781.000000 Penalty: 5340.802734
	Iteration 5Q: 3 clusters Score -6052781 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6053867.000000 Penalty: 5340.802734
	Iteration 6Q: 3 clusters Score -6053867 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -6054935.500000 Penalty: 5340.802734
	Iteration 7Q: 3 clusters Score -6054936 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -6056017.500000 Penalty: 5340.802734
	Iteration 8Q: 3 clusters Score -6056018 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -6057148.500000 Penalty: 5340.802734
	Iteration 9Q: 3 clusters Score -6057148 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6058325.000000 Penalty: 5340.802734
	Iteration 10Q: 3 clusters Score -6058325 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6059553.500000 Penalty: 5340.802734
	Iteration 11Q: 3 clusters Score -6059554 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6060754.500000 Penalty: 5340.802734
	Iteration 12Q: 3 clusters Score -6060754 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -6061858.500000 Penalty: 5340.802734
	Iteration 13Q: 3 clusters Score -6061858 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6062676.000000 Penalty: 5340.802734
	Iteration 14Q: 3 clusters Score -6062676 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6063241.500000 Penalty: 5340.802734
	Iteration 15Q: 3 clusters Score -6063242 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6063675.500000 Penalty: 5340.802734
	Iteration 16Q: 3 clusters Score -6063676 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6064059.500000 Penalty: 5340.802734
	Iteration 17Q: 3 clusters Score -6064060 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6064439.000000 Penalty: 5340.802734
	Iteration 18Q: 3 clusters Score -6064439 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6064772.500000 Penalty: 5340.802734
	Iteration 19Q: 3 clusters Score -6064772 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -6065098.500000 Penalty: 5340.802734
	Iteration 20F: 3 clusters Score -6065098 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -6065457.000000 Penalty: 5340.802734
	Iteration 21Q: 3 clusters Score -6065457 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6065749.500000 Penalty: 5340.802734
	Iteration 22Q: 3 clusters Score -6065750 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -6066042.500000 Penalty: 5340.802734
	Iteration 23Q: 3 clusters Score -6066042 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -6066299.000000 Penalty: 5340.802734
	Iteration 24Q: 3 clusters Score -6066299 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -6066519.500000 Penalty: 5340.802734
	Iteration 25Q: 3 clusters Score -6066520 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6066714.500000 Penalty: 5340.802734
	Iteration 26Q: 3 clusters Score -6066714 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6066883.000000 Penalty: 5340.802734
	Iteration 27Q: 3 clusters Score -6066883 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -6067005.500000 Penalty: 5340.802734
	Iteration 28Q: 3 clusters Score -6067006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6067067.500000 Penalty: 5340.802734
	Iteration 29Q: 3 clusters Score -6067068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -6067131.500000 Penalty: 5340.802734
	Iteration 30Q: 3 clusters Score -6067132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -6067158.000000 Penalty: 5340.802734
	Iteration 31Q: 3 clusters Score -6067158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -6067184.500000 Penalty: 5340.802734
	Iteration 32Q: 3 clusters Score -6067184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6067219.500000 Penalty: 5340.802734
	Iteration 33Q: 3 clusters Score -6067220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -6067234.500000 Penalty: 5340.802734
	Iteration 34Q: 3 clusters Score -6067234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6067244.500000 Penalty: 5340.802734
	Iteration 35Q: 3 clusters Score -6067244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -6067256.500000 Penalty: 5340.802734
	Iteration 36Q: 3 clusters Score -6067256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -6067257.000000 Penalty: 5340.802734
	Iteration 37Q: 3 clusters Score -6067257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6067262.500000 Penalty: 5340.802734
	Iteration 38Q: 3 clusters Score -6067262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6067258.500000 Penalty: 5340.802734
	Iteration 39Q: 3 clusters Score -6067258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6067270.500000 Penalty: 5340.802734
	Iteration 40F: 3 clusters Score -6067270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6067281.000000 Penalty: 5340.802734
	Iteration 41Q: 3 clusters Score -6067281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6067293.500000 Penalty: 5340.802734
	Iteration 42Q: 3 clusters Score -6067294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6067294.500000 Penalty: 5340.802734
	Iteration 43Q: 3 clusters Score -6067294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6067296.000000 Penalty: 5340.802734
	Iteration 44Q: 3 clusters Score -6067296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6067294.500000 Penalty: 5340.802734
	Iteration 45Q: 3 clusters Score -6067294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6067292.500000 Penalty: 5340.802734
	Iteration 46Q: 3 clusters Score -6067292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -6067307.500000 Penalty: 5340.802734
	Iteration 47Q: 3 clusters Score -6067308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6067311.000000 Penalty: 5340.802734
	Iteration 48Q: 3 clusters Score -6067311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -6067311.000000 Penalty: 5340.802734
	Iteration 49Q: 3 clusters Score -6067311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6067307.000000 Penalty: 5340.802734
	Iteration 50Q: 3 clusters Score -6067307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6067305.000000 Penalty: 5340.802734
	Iteration 51Q: 3 clusters Score -6067305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6067301.000000 Penalty: 5340.802734
	Iteration 52Q: 3 clusters Score -6067301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6067312.000000 Penalty: 5340.802734
	Iteration 53Q: 3 clusters Score -6067312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6067316.000000 Penalty: 5340.802734
	Iteration 54Q: 3 clusters Score -6067316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6067317.500000 Penalty: 5340.802734
	Iteration 55Q: 3 clusters Score -6067318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -6067317.000000 Penalty: 5340.802734
	Iteration 56Q: 3 clusters Score -6067317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6067319.000000 Penalty: 5340.802734
	Iteration 57Q: 3 clusters Score -6067319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -6067324.000000 Penalty: 5340.802734
	Iteration 58Q: 3 clusters Score -6067324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6067324.000000 Penalty: 5340.802734
	Iteration 59Q: 3 clusters Score -6067324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6067320.000000 Penalty: 5340.802734
	Iteration 60F: 3 clusters Score -6067320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6067323.500000 Penalty: 5340.802734
	Iteration 61Q: 3 clusters Score -6067324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6067329.500000 Penalty: 5340.802734
	Iteration 62Q: 3 clusters Score -6067330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6067338.000000 Penalty: 5340.802734
	Iteration 63Q: 3 clusters Score -6067338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -6067333.500000 Penalty: 5340.802734
	Iteration 64Q: 3 clusters Score -6067334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6067345.500000 Penalty: 5340.802734
	Iteration 65Q: 3 clusters Score -6067346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6067339.500000 Penalty: 5340.802734
	Iteration 66Q: 3 clusters Score -6067340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6067341.000000 Penalty: 5340.802734
	Iteration 67Q: 3 clusters Score -6067341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -6067343.500000 Penalty: 5340.802734
	Iteration 68Q: 3 clusters Score -6067344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -6067346.500000 Penalty: 5340.802734
	Iteration 69Q: 3 clusters Score -6067346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6067346.000000 Penalty: 5340.802734
	Iteration 70Q: 3 clusters Score -6067346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6067347.500000 Penalty: 5340.802734
	Iteration 71Q: 3 clusters Score -6067348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6067347.500000 Penalty: 5340.802734
	Iteration 72F: 3 clusters Score -6067348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -130772.851562 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -130772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128847.632812 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -128847.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129269.429688 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -129269.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129626.117188 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -129626.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129933.765625 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -129933.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130116.390625 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -130116.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130251.718750 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -130251.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130356.500000 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -130356.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130429.554688 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -130429.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130482.984375 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -130483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130526.726562 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -130526.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130570.328125 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -130570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -130577.984375 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -130578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130580.265625 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -130580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130584.500000 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -130584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130586.906250 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -130586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130589.890625 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -130589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130594.578125 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -130594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130595.398438 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -130595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130595.398438 Penalty: 3453.742188
	Iteration 18F: 3 clusters Score -130595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Entering Unmasked Estep 
Score: -2394282.000000 Penalty: 2420.055420
	Iteration 0F: 2 clusters Score -2394282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2382054.250000 Penalty: 4840.110840
	Iteration 0F: 3 clusters Score -2382054 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2386012.750000 Penalty: 4840.110840
	Iteration 1F: 3 clusters Score -2386013 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2386421.000000 Penalty: 4840.110840
	Iteration 2F: 3 clusters Score -2386421 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2386753.000000 Penalty: 4840.110840
	Iteration 3Q: 3 clusters Score -2386753 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2387097.000000 Penalty: 4840.110840
	Iteration 4Q: 3 clusters Score -2387097 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2387426.500000 Penalty: 4840.110840
	Iteration 5Q: 3 clusters Score -2387426 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2387830.500000 Penalty: 4840.110840
	Iteration 6Q: 3 clusters Score -2387830 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2388325.500000 Penalty: 4840.110840
	Iteration 7Q: 3 clusters Score -2388326 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2388938.750000 Penalty: 4840.110840
	Iteration 8F: 3 clusters Score -2388939 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2389639.250000 Penalty: 4840.110840
	Iteration 9F: 3 clusters Score -2389639 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2390386.750000 Penalty: 4840.110840
	Iteration 10F: 3 clusters Score -2390387 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2390976.250000 Penalty: 4840.110840
	Iteration 11Q: 3 clusters Score -2390976 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2391350.000000 Penalty: 4840.110840
	Iteration 12Q: 3 clusters Score -2391350 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2391619.000000 Penalty: 4840.110840
	Iteration 13Q: 3 clusters Score -2391619 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2391782.250000 Penalty: 4840.110840
	Iteration 14Q: 3 clusters Score -2391782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2391890.750000 Penalty: 4840.110840
	Iteration 15Q: 3 clusters Score -2391891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2391950.500000 Penalty: 4840.110840
	Iteration 16Q: 3 clusters Score -2391950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2391993.500000 Penalty: 4840.110840
	Iteration 17Q: 3 clusters Score -2391994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2392025.750000 Penalty: 4840.110840
	Iteration 18Q: 3 clusters Score -2392026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2392055.250000 Penalty: 4840.110840
	Iteration 19Q: 3 clusters Score -2392055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2392079.000000 Penalty: 4840.110840
	Iteration 20F: 3 clusters Score -2392079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2392091.750000 Penalty: 4840.110840
	Iteration 21Q: 3 clusters Score -2392092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2392101.500000 Penalty: 4840.110840
	Iteration 22Q: 3 clusters Score -2392102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2392115.250000 Penalty: 4840.110840
	Iteration 23Q: 3 clusters Score -2392115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2392128.750000 Penalty: 4840.110840
	Iteration 24Q: 3 clusters Score -2392129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2392134.500000 Penalty: 4840.110840
	Iteration 25Q: 3 clusters Score -2392134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2392138.750000 Penalty: 4840.110840
	Iteration 26Q: 3 clusters Score -2392139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2392146.500000 Penalty: 4840.110840
	Iteration 27Q: 3 clusters Score -2392146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2392162.000000 Penalty: 4840.110840
	Iteration 28Q: 3 clusters Score -2392162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2392165.250000 Penalty: 4840.110840
	Iteration 29Q: 3 clusters Score -2392165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2392177.250000 Penalty: 4840.110840
	Iteration 30Q: 3 clusters Score -2392177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2392180.500000 Penalty: 4840.110840
	Iteration 31Q: 3 clusters Score -2392180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2392184.250000 Penalty: 4840.110840
	Iteration 32Q: 3 clusters Score -2392184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2392184.750000 Penalty: 4840.110840
	Iteration 33Q: 3 clusters Score -2392185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2392188.000000 Penalty: 4840.110840
	Iteration 34Q: 3 clusters Score -2392188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2392188.750000 Penalty: 4840.110840
	Iteration 35Q: 3 clusters Score -2392189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2392194.250000 Penalty: 4840.110840
	Iteration 36Q: 3 clusters Score -2392194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2392198.500000 Penalty: 4840.110840
	Iteration 37Q: 3 clusters Score -2392198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2392199.750000 Penalty: 4840.110840
	Iteration 38Q: 3 clusters Score -2392200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2392201.500000 Penalty: 4840.110840
	Iteration 39Q: 3 clusters Score -2392202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2392201.500000 Penalty: 4840.110840
	Iteration 40F: 3 clusters Score -2392202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -1079452.750000 Penalty: 2239.681641
	Iteration 0F: 2 clusters Score -1079453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1072825.500000 Penalty: 4479.363281
	Iteration 0F: 3 clusters Score -1072826 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1074656.125000 Penalty: 4479.363281
	Iteration 1F: 3 clusters Score -1074656 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1074892.375000 Penalty: 4479.363281
	Iteration 2F: 3 clusters Score -1074892 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1075037.750000 Penalty: 4479.363281
	Iteration 3Q: 3 clusters Score -1075038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1075123.500000 Penalty: 4479.363281
	Iteration 4Q: 3 clusters Score -1075124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1075187.500000 Penalty: 4479.363281
	Iteration 5Q: 3 clusters Score -1075188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1075238.750000 Penalty: 4479.363281
	Iteration 6Q: 3 clusters Score -1075239 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1075278.875000 Penalty: 4479.363281
	Iteration 7Q: 3 clusters Score -1075279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1075322.250000 Penalty: 4479.363281
	Iteration 8Q: 3 clusters Score -1075322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1075363.875000 Penalty: 4479.363281
	Iteration 9Q: 3 clusters Score -1075364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1075404.125000 Penalty: 4479.363281
	Iteration 10Q: 3 clusters Score -1075404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1075453.375000 Penalty: 4479.363281
	Iteration 11Q: 3 clusters Score -1075453 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1075496.000000 Penalty: 4479.363281
	Iteration 12Q: 3 clusters Score -1075496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1075532.750000 Penalty: 4479.363281
	Iteration 13Q: 3 clusters Score -1075533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1075575.375000 Penalty: 4479.363281
	Iteration 14Q: 3 clusters Score -1075575 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1075619.500000 Penalty: 4479.363281
	Iteration 15Q: 3 clusters Score -1075620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1075665.250000 Penalty: 4479.363281
	Iteration 16Q: 3 clusters Score -1075665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1075719.250000 Penalty: 4479.363281
	Iteration 17Q: 3 clusters Score -1075719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1075775.625000 Penalty: 4479.363281
	Iteration 18Q: 3 clusters Score -1075776 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1075847.375000 Penalty: 4479.363281
	Iteration 19Q: 3 clusters Score -1075847 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1075937.000000 Penalty: 4479.363281
	Iteration 20F: 3 clusters Score -1075937 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1076028.250000 Penalty: 4479.363281
	Iteration 21Q: 3 clusters Score -1076028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1076121.750000 Penalty: 4479.363281
	Iteration 22Q: 3 clusters Score -1076122 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1076237.250000 Penalty: 4479.363281
	Iteration 23Q: 3 clusters Score -1076237 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1076356.500000 Penalty: 4479.363281
	Iteration 24Q: 3 clusters Score -1076356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1076474.750000 Penalty: 4479.363281
	Iteration 25Q: 3 clusters Score -1076475 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1076594.250000 Penalty: 4479.363281
	Iteration 26Q: 3 clusters Score -1076594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1076702.000000 Penalty: 4479.363281
	Iteration 27Q: 3 clusters Score -1076702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1076808.000000 Penalty: 4479.363281
	Iteration 28Q: 3 clusters Score -1076808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1076904.375000 Penalty: 4479.363281
	Iteration 29Q: 3 clusters Score -1076904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1076982.250000 Penalty: 4479.363281
	Iteration 30Q: 3 clusters Score -1076982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1077045.250000 Penalty: 4479.363281
	Iteration 31Q: 3 clusters Score -1077045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1077094.500000 Penalty: 4479.363281
	Iteration 32Q: 3 clusters Score -1077094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1077145.125000 Penalty: 4479.363281
	Iteration 33Q: 3 clusters Score -1077145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1077186.875000 Penalty: 4479.363281
	Iteration 34Q: 3 clusters Score -1077187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1077227.375000 Penalty: 4479.363281
	Iteration 35Q: 3 clusters Score -1077227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1077260.250000 Penalty: 4479.363281
	Iteration 36Q: 3 clusters Score -1077260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1077298.375000 Penalty: 4479.363281
	Iteration 37Q: 3 clusters Score -1077298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1077336.125000 Penalty: 4479.363281
	Iteration 38Q: 3 clusters Score -1077336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1077361.875000 Penalty: 4479.363281
	Iteration 39Q: 3 clusters Score -1077362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1077385.125000 Penalty: 4479.363281
	Iteration 40F: 3 clusters Score -1077385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1077412.125000 Penalty: 4479.363281
	Iteration 41Q: 3 clusters Score -1077412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1077426.000000 Penalty: 4479.363281
	Iteration 42Q: 3 clusters Score -1077426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1077433.375000 Penalty: 4479.363281
	Iteration 43Q: 3 clusters Score -1077433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1077439.750000 Penalty: 4479.363281
	Iteration 44Q: 3 clusters Score -1077440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1077447.625000 Penalty: 4479.363281
	Iteration 45Q: 3 clusters Score -1077448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1077453.000000 Penalty: 4479.363281
	Iteration 46Q: 3 clusters Score -1077453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1077457.125000 Penalty: 4479.363281
	Iteration 47Q: 3 clusters Score -1077457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1077459.000000 Penalty: 4479.363281
	Iteration 48Q: 3 clusters Score -1077459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1077460.000000 Penalty: 4479.363281
	Iteration 49Q: 3 clusters Score -1077460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1077463.625000 Penalty: 4479.363281
	Iteration 50Q: 3 clusters Score -1077464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1077465.250000 Penalty: 4479.363281
	Iteration 51Q: 3 clusters Score -1077465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1077465.625000 Penalty: 4479.363281
	Iteration 52Q: 3 clusters Score -1077466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1077465.625000 Penalty: 4479.363281
	Iteration 53Q: 3 clusters Score -1077466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1077468.250000 Penalty: 4479.363281
	Iteration 54Q: 3 clusters Score -1077468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1077470.375000 Penalty: 4479.363281
	Iteration 55Q: 3 clusters Score -1077470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1077474.375000 Penalty: 4479.363281
	Iteration 56Q: 3 clusters Score -1077474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1077479.750000 Penalty: 4479.363281
	Iteration 57Q: 3 clusters Score -1077480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1077483.125000 Penalty: 4479.363281
	Iteration 58Q: 3 clusters Score -1077483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1077484.750000 Penalty: 4479.363281
	Iteration 59Q: 3 clusters Score -1077485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1077486.625000 Penalty: 4479.363281
	Iteration 60F: 3 clusters Score -1077487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1077489.750000 Penalty: 4479.363281
	Iteration 61Q: 3 clusters Score -1077490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1077492.125000 Penalty: 4479.363281
	Iteration 62Q: 3 clusters Score -1077492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1077492.000000 Penalty: 4479.363281
	Iteration 63Q: 3 clusters Score -1077492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1077492.875000 Penalty: 4479.363281
	Iteration 64Q: 3 clusters Score -1077493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1077495.875000 Penalty: 4479.363281
	Iteration 65Q: 3 clusters Score -1077496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1077497.125000 Penalty: 4479.363281
	Iteration 66Q: 3 clusters Score -1077497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1077498.000000 Penalty: 4479.363281
	Iteration 67Q: 3 clusters Score -1077498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1077498.000000 Penalty: 4479.363281
	Iteration 68Q: 3 clusters Score -1077498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1077498.000000 Penalty: 4479.363281
	Iteration 69F: 3 clusters Score -1077498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Entering Unmasked Estep 
Score: -1149817.125000 Penalty: 2242.865723
	Iteration 0F: 2 clusters Score -1149817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1143098.125000 Penalty: 4485.731445
	Iteration 0F: 3 clusters Score -1143098 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1145057.875000 Penalty: 4485.731445
	Iteration 1F: 3 clusters Score -1145058 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1145359.625000 Penalty: 4485.731445
	Iteration 2F: 3 clusters Score -1145360 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1145564.375000 Penalty: 4485.731445
	Iteration 3F: 3 clusters Score -1145564 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1145743.750000 Penalty: 4485.731445
	Iteration 4Q: 3 clusters Score -1145744 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1145886.750000 Penalty: 4485.731445
	Iteration 5Q: 3 clusters Score -1145887 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1146016.625000 Penalty: 4485.731445
	Iteration 6Q: 3 clusters Score -1146017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1146162.875000 Penalty: 4485.731445
	Iteration 7Q: 3 clusters Score -1146163 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1146293.500000 Penalty: 4485.731445
	Iteration 8Q: 3 clusters Score -1146294 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1146435.000000 Penalty: 4485.731445
	Iteration 9Q: 3 clusters Score -1146435 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1146588.375000 Penalty: 4485.731445
	Iteration 10Q: 3 clusters Score -1146588 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1146776.500000 Penalty: 4485.731445
	Iteration 11Q: 3 clusters Score -1146776 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1146960.000000 Penalty: 4485.731445
	Iteration 12Q: 3 clusters Score -1146960 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1147139.375000 Penalty: 4485.731445
	Iteration 13Q: 3 clusters Score -1147139 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1147305.375000 Penalty: 4485.731445
	Iteration 14Q: 3 clusters Score -1147305 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1147443.500000 Penalty: 4485.731445
	Iteration 15Q: 3 clusters Score -1147444 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1147547.625000 Penalty: 4485.731445
	Iteration 16Q: 3 clusters Score -1147548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1147630.750000 Penalty: 4485.731445
	Iteration 17Q: 3 clusters Score -1147631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1147690.375000 Penalty: 4485.731445
	Iteration 18Q: 3 clusters Score -1147690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1147745.750000 Penalty: 4485.731445
	Iteration 19Q: 3 clusters Score -1147746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1147793.875000 Penalty: 4485.731445
	Iteration 20F: 3 clusters Score -1147794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1147822.750000 Penalty: 4485.731445
	Iteration 21Q: 3 clusters Score -1147823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1147848.500000 Penalty: 4485.731445
	Iteration 22Q: 3 clusters Score -1147848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1147870.125000 Penalty: 4485.731445
	Iteration 23Q: 3 clusters Score -1147870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1147881.125000 Penalty: 4485.731445
	Iteration 24Q: 3 clusters Score -1147881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1147892.500000 Penalty: 4485.731445
	Iteration 25Q: 3 clusters Score -1147892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1147900.375000 Penalty: 4485.731445
	Iteration 26Q: 3 clusters Score -1147900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1147906.250000 Penalty: 4485.731445
	Iteration 27Q: 3 clusters Score -1147906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1147907.750000 Penalty: 4485.731445
	Iteration 28Q: 3 clusters Score -1147908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1147916.500000 Penalty: 4485.731445
	Iteration 29Q: 3 clusters Score -1147916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1147928.250000 Penalty: 4485.731445
	Iteration 30Q: 3 clusters Score -1147928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1147939.625000 Penalty: 4485.731445
	Iteration 31Q: 3 clusters Score -1147940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1147946.750000 Penalty: 4485.731445
	Iteration 32Q: 3 clusters Score -1147947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1147953.500000 Penalty: 4485.731445
	Iteration 33Q: 3 clusters Score -1147954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1147958.000000 Penalty: 4485.731445
	Iteration 34Q: 3 clusters Score -1147958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1147961.750000 Penalty: 4485.731445
	Iteration 35Q: 3 clusters Score -1147962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1147964.750000 Penalty: 4485.731445
	Iteration 36Q: 3 clusters Score -1147965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1147968.000000 Penalty: 4485.731445
	Iteration 37Q: 3 clusters Score -1147968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1147969.000000 Penalty: 4485.731445
	Iteration 38Q: 3 clusters Score -1147969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1147968.250000 Penalty: 4485.731445
	Iteration 39Q: 3 clusters Score -1147968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1147968.250000 Penalty: 4485.731445
	Iteration 40F: 3 clusters Score -1147968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -809579.562500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -809579.6 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 3182 members 
Entering Unmasked Estep 
Score: -804210.687500 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -804210.7 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -805561.937500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -805561.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -805840.187500 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -805840.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -805992.500000 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -805992.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -806113.812500 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -806113.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -806217.125000 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -806217.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -806296.687500 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -806296.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -806371.125000 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -806371.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -806447.687500 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -806447.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -806534.937500 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -806534.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -806629.062500 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -806629.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -806727.125000 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -806727.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -806815.375000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -806815.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -806900.500000 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -806900.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -806996.312500 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -806996.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -807084.625000 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -807084.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -807194.187500 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -807194.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -807317.125000 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -807317.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -807473.375000 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -807473.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -807648.750000 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -807648.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -807820.375000 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -807820.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -807955.625000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -807955.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -808040.125000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -808040.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -808088.625000 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -808088.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -808114.062500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -808114.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -808130.875000 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -808130.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -808140.687500 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -808140.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -808146.000000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -808146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -808149.875000 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -808149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -808154.375000 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -808154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -808160.312500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -808160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -808161.875000 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -808161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -808163.375000 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -808163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -808165.187500 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -808165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -808167.375000 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -808167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -808167.500000 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -808167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -808168.187500 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -808168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -808169.750000 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -808169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -808168.562500 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -808168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -808170.187500 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -808170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -808172.250000 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -808172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -808173.375000 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -808173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -808172.687500 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -808172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -808174.562500 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -808174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -808174.937500 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -808174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -808174.687500 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -808174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -808174.687500 Penalty: 4339.709961
	Iteration 46F: 3 clusters Score -808174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154215.078125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152174.609375 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152174.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152447.484375 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -152447.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152513.875000 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -152513.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152551.953125 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -152552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152580.609375 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -152580.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152613.859375 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -152613.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152636.625000 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -152636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152662.015625 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -152662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -152681.781250 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -152681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152696.953125 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -152697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152702.781250 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -152702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152705.000000 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -152705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152710.140625 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -152710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152714.562500 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -152714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152715.765625 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -152715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152718.609375 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -152718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152720.609375 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -152720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -152722.312500 Penalty: 3491.236572
	Iteration 17Q: 3 clusters Score -152722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -152722.312500 Penalty: 3491.236572
	Iteration 18F: 3 clusters Score -152722.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1103552.250000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -1103552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1096650.375000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -1096650 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1098879.000000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -1098879 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1099454.750000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -1099455 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1099902.625000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -1099903 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1100313.500000 Penalty: 4503.286621
	Iteration 4F: 3 clusters Score -1100314 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1100648.000000 Penalty: 4503.286621
	Iteration 5F: 3 clusters Score -1100648 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1100892.000000 Penalty: 4503.286621
	Iteration 6Q: 3 clusters Score -1100892 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1101061.750000 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -1101062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1101180.125000 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -1101180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1101269.000000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -1101269 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1101367.000000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -1101367 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1101459.375000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -1101459 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1101561.000000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -1101561 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1101663.625000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -1101664 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1101756.500000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -1101756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1101838.375000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -1101838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1101907.625000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -1101908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1101967.625000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -1101968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1102011.250000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -1102011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1102047.500000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -1102048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1102082.875000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -1102083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1102116.375000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -1102116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1102145.875000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -1102146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1102168.250000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -1102168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1102194.000000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -1102194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1102211.625000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -1102212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1102224.625000 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -1102225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1102239.875000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -1102240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1102260.125000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -1102260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1102269.125000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -1102269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1102280.750000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -1102281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1102284.875000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -1102285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1102292.500000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -1102292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1102298.625000 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -1102299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1102302.625000 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -1102303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1102303.250000 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -1102303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1102305.375000 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -1102305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1102306.000000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -1102306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1102311.375000 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -1102311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1102310.250000 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -1102310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1102311.125000 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -1102311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1102310.500000 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -1102310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1102313.500000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -1102314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1102314.750000 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -1102315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1102315.625000 Penalty: 4503.286621
	Iteration 44Q: 3 clusters Score -1102316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1102315.875000 Penalty: 4503.286621
	Iteration 45Q: 3 clusters Score -1102316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1102314.375000 Penalty: 4503.286621
	Iteration 46Q: 3 clusters Score -1102314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1102316.750000 Penalty: 4503.286621
	Iteration 47Q: 3 clusters Score -1102317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1102319.375000 Penalty: 4503.286621
	Iteration 48Q: 3 clusters Score -1102319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1102321.375000 Penalty: 4503.286621
	Iteration 49Q: 3 clusters Score -1102321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1102321.000000 Penalty: 4503.286621
	Iteration 50Q: 3 clusters Score -1102321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1102324.875000 Penalty: 4503.286621
	Iteration 51Q: 3 clusters Score -1102325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1102324.125000 Penalty: 4503.286621
	Iteration 52Q: 3 clusters Score -1102324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1102323.500000 Penalty: 4503.286621
	Iteration 53Q: 3 clusters Score -1102324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1102324.875000 Penalty: 4503.286621
	Iteration 54Q: 3 clusters Score -1102325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1102326.125000 Penalty: 4503.286621
	Iteration 55Q: 3 clusters Score -1102326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1102326.375000 Penalty: 4503.286621
	Iteration 56Q: 3 clusters Score -1102326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1102325.250000 Penalty: 4503.286621
	Iteration 57Q: 3 clusters Score -1102325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1102327.625000 Penalty: 4503.286621
	Iteration 58Q: 3 clusters Score -1102328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1102330.875000 Penalty: 4503.286621
	Iteration 59Q: 3 clusters Score -1102331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1102329.875000 Penalty: 4503.286621
	Iteration 60F: 3 clusters Score -1102330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1102333.375000 Penalty: 4503.286621
	Iteration 61Q: 3 clusters Score -1102333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1102332.875000 Penalty: 4503.286621
	Iteration 62Q: 3 clusters Score -1102333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1102336.750000 Penalty: 4503.286621
	Iteration 63Q: 3 clusters Score -1102337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1102337.000000 Penalty: 4503.286621
	Iteration 64Q: 3 clusters Score -1102337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1102339.625000 Penalty: 4503.286621
	Iteration 65Q: 3 clusters Score -1102340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1102341.875000 Penalty: 4503.286621
	Iteration 66Q: 3 clusters Score -1102342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4503.286621
	Iteration 67Q: 3 clusters Score -1102343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1102342.250000 Penalty: 4503.286621
	Iteration 68Q: 3 clusters Score -1102342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4503.286621
	Iteration 69Q: 3 clusters Score -1102343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4503.286621
	Iteration 70Q: 3 clusters Score -1102343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4503.286621
	Iteration 71F: 3 clusters Score -1102343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Entering Unmasked Estep 
Score: -15369226.000000 Penalty: 2887.567627
	Iteration 0F: 2 clusters Score -1.536923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -15293351.000000 Penalty: 5775.135254
	Iteration 0F: 3 clusters Score -1.529335e+07 nChanged 53991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -15324105.000000 Penalty: 5775.135254
	Iteration 1F: 3 clusters Score -1.53241e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -15325123.000000 Penalty: 5775.135254
	Iteration 2Q: 3 clusters Score -1.532512e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -15326492.000000 Penalty: 5775.135254
	Iteration 3Q: 3 clusters Score -1.532649e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -15328632.000000 Penalty: 5775.135254
	Iteration 4Q: 3 clusters Score -1.532863e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -15332573.000000 Penalty: 5775.135254
	Iteration 5F: 3 clusters Score -1.533257e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -15338963.000000 Penalty: 5775.135254
	Iteration 6F: 3 clusters Score -1.533896e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -15347226.000000 Penalty: 5775.135254
	Iteration 7F: 3 clusters Score -1.534723e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
Score: -15354733.000000 Penalty: 5775.135254
	Iteration 8F: 3 clusters Score -1.535473e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -15359844.000000 Penalty: 5775.135254
	Iteration 9Q: 3 clusters Score -1.535984e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -15362900.000000 Penalty: 5775.135254
	Iteration 10Q: 3 clusters Score -1.53629e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -15364475.000000 Penalty: 5775.135254
	Iteration 11Q: 3 clusters Score -1.536448e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 112142 members 
Entering Unmasked Estep 
Score: -15365437.000000 Penalty: 5775.135254
	Iteration 12Q: 3 clusters Score -1.536544e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -15365908.000000 Penalty: 5775.135254
	Iteration 13Q: 3 clusters Score -1.536591e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -15366232.000000 Penalty: 5775.135254
	Iteration 14Q: 3 clusters Score -1.536623e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -15366403.000000 Penalty: 5775.135254
	Iteration 15Q: 3 clusters Score -1.53664e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 113327 members 
Entering Unmasked Estep 
Score: -15366494.000000 Penalty: 5775.135254
	Iteration 16Q: 3 clusters Score -1.536649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -15366575.000000 Penalty: 5775.135254
	Iteration 17Q: 3 clusters Score -1.536658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -15366603.000000 Penalty: 5775.135254
	Iteration 18Q: 3 clusters Score -1.53666e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -15366639.000000 Penalty: 5775.135254
	Iteration 19Q: 3 clusters Score -1.536664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -15366654.000000 Penalty: 5775.135254
	Iteration 20F: 3 clusters Score -1.536665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -15366665.000000 Penalty: 5775.135254
	Iteration 21Q: 3 clusters Score -1.536666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -15366694.000000 Penalty: 5775.135254
	Iteration 22Q: 3 clusters Score -1.536669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 113536 members 
Entering Unmasked Estep 
Score: -15366696.000000 Penalty: 5775.135254
	Iteration 23Q: 3 clusters Score -1.53667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -15366706.000000 Penalty: 5775.135254
	Iteration 24Q: 3 clusters Score -1.536671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -15366714.000000 Penalty: 5775.135254
	Iteration 25Q: 3 clusters Score -1.536671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -15366713.000000 Penalty: 5775.135254
	Iteration 26Q: 3 clusters Score -1.536671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -15366725.000000 Penalty: 5775.135254
	Iteration 27Q: 3 clusters Score -1.536672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -15366728.000000 Penalty: 5775.135254
	Iteration 28Q: 3 clusters Score -1.536673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
Score: -15366737.000000 Penalty: 5775.135254
	Iteration 29Q: 3 clusters Score -1.536674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -15366736.000000 Penalty: 5775.135254
	Iteration 30Q: 3 clusters Score -1.536674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -15366736.000000 Penalty: 5775.135254
	Iteration 31F: 3 clusters Score -1.536674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Entering Unmasked Estep 
Score: -12093559.000000 Penalty: 2826.321777
	Iteration 0F: 2 clusters Score -1.209356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -12033903.000000 Penalty: 5652.643555
	Iteration 0F: 3 clusters Score -1.20339e+07 nChanged 41880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -12057399.000000 Penalty: 5652.643555
	Iteration 1F: 3 clusters Score -1.20574e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -12057881.000000 Penalty: 5652.643555
	Iteration 2Q: 3 clusters Score -1.205788e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -12058431.000000 Penalty: 5652.643555
	Iteration 3Q: 3 clusters Score -1.205843e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -12059122.000000 Penalty: 5652.643555
	Iteration 4Q: 3 clusters Score -1.205912e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -12059870.000000 Penalty: 5652.643555
	Iteration 5Q: 3 clusters Score -1.205987e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -12061006.000000 Penalty: 5652.643555
	Iteration 6Q: 3 clusters Score -1.206101e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -12062840.000000 Penalty: 5652.643555
	Iteration 7Q: 3 clusters Score -1.206284e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -12066167.000000 Penalty: 5652.643555
	Iteration 8F: 3 clusters Score -1.206617e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -12071360.000000 Penalty: 5652.643555
	Iteration 9F: 3 clusters Score -1.207136e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -12077948.000000 Penalty: 5652.643555
	Iteration 10F: 3 clusters Score -1.207795e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -12084110.000000 Penalty: 5652.643555
	Iteration 11F: 3 clusters Score -1.208411e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -12088081.000000 Penalty: 5652.643555
	Iteration 12Q: 3 clusters Score -1.208808e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12089832.000000 Penalty: 5652.643555
	Iteration 13Q: 3 clusters Score -1.208983e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12090518.000000 Penalty: 5652.643555
	Iteration 14Q: 3 clusters Score -1.209052e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12090822.000000 Penalty: 5652.643555
	Iteration 15Q: 3 clusters Score -1.209082e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12090950.000000 Penalty: 5652.643555
	Iteration 16Q: 3 clusters Score -1.209095e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12091042.000000 Penalty: 5652.643555
	Iteration 17Q: 3 clusters Score -1.209104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12091078.000000 Penalty: 5652.643555
	Iteration 18Q: 3 clusters Score -1.209108e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12091118.000000 Penalty: 5652.643555
	Iteration 19Q: 3 clusters Score -1.209112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12091145.000000 Penalty: 5652.643555
	Iteration 20F: 3 clusters Score -1.209114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12091155.000000 Penalty: 5652.643555
	Iteration 21Q: 3 clusters Score -1.209116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12091154.000000 Penalty: 5652.643555
	Iteration 22Q: 3 clusters Score -1.209115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12091156.000000 Penalty: 5652.643555
	Iteration 23Q: 3 clusters Score -1.209116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12091158.000000 Penalty: 5652.643555
	Iteration 24Q: 3 clusters Score -1.209116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12091165.000000 Penalty: 5652.643555
	Iteration 25Q: 3 clusters Score -1.209116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12091176.000000 Penalty: 5652.643555
	Iteration 26Q: 3 clusters Score -1.209118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12091178.000000 Penalty: 5652.643555
	Iteration 27Q: 3 clusters Score -1.209118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12091176.000000 Penalty: 5652.643555
	Iteration 28Q: 3 clusters Score -1.209118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12091186.000000 Penalty: 5652.643555
	Iteration 29Q: 3 clusters Score -1.209119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12091196.000000 Penalty: 5652.643555
	Iteration 30Q: 3 clusters Score -1.20912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12091204.000000 Penalty: 5652.643555
	Iteration 31Q: 3 clusters Score -1.20912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12091198.000000 Penalty: 5652.643555
	Iteration 32Q: 3 clusters Score -1.20912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12091203.000000 Penalty: 5652.643555
	Iteration 33Q: 3 clusters Score -1.20912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12091206.000000 Penalty: 5652.643555
	Iteration 34Q: 3 clusters Score -1.209121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12091206.000000 Penalty: 5652.643555
	Iteration 35F: 3 clusters Score -1.209121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Entering Unmasked Estep 
Score: -10184262.000000 Penalty: 2788.089600
	Iteration 0F: 2 clusters Score -1.018426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -10133189.000000 Penalty: 5576.179199
	Iteration 0F: 3 clusters Score -1.013319e+07 nChanged 36066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -10153735.000000 Penalty: 5576.179199
	Iteration 1F: 3 clusters Score -1.015374e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10154713.000000 Penalty: 5576.179199
	Iteration 2Q: 3 clusters Score -1.015471e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -10156088.000000 Penalty: 5576.179199
	Iteration 3Q: 3 clusters Score -1.015609e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -10158177.000000 Penalty: 5576.179199
	Iteration 4F: 3 clusters Score -1.015818e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -10161003.000000 Penalty: 5576.179199
	Iteration 5F: 3 clusters Score -1.0161e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -10164475.000000 Penalty: 5576.179199
	Iteration 6F: 3 clusters Score -1.016448e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -10167999.000000 Penalty: 5576.179199
	Iteration 7F: 3 clusters Score -1.0168e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -10171277.000000 Penalty: 5576.179199
	Iteration 8F: 3 clusters Score -1.017128e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -10174095.000000 Penalty: 5576.179199
	Iteration 9Q: 3 clusters Score -1.01741e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -10176507.000000 Penalty: 5576.179199
	Iteration 10Q: 3 clusters Score -1.017651e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -10178380.000000 Penalty: 5576.179199
	Iteration 11Q: 3 clusters Score -1.017838e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -10179536.000000 Penalty: 5576.179199
	Iteration 12Q: 3 clusters Score -1.017954e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -10180366.000000 Penalty: 5576.179199
	Iteration 13Q: 3 clusters Score -1.018037e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -10180953.000000 Penalty: 5576.179199
	Iteration 14Q: 3 clusters Score -1.018095e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -10181395.000000 Penalty: 5576.179199
	Iteration 15Q: 3 clusters Score -1.01814e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -10181724.000000 Penalty: 5576.179199
	Iteration 16Q: 3 clusters Score -1.018172e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -10181896.000000 Penalty: 5576.179199
	Iteration 17Q: 3 clusters Score -1.01819e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -10181984.000000 Penalty: 5576.179199
	Iteration 18Q: 3 clusters Score -1.018198e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -10182037.000000 Penalty: 5576.179199
	Iteration 19Q: 3 clusters Score -1.018204e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -10182087.000000 Penalty: 5576.179199
	Iteration 20F: 3 clusters Score -1.018209e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -10182138.000000 Penalty: 5576.179199
	Iteration 21Q: 3 clusters Score -1.018214e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -10182178.000000 Penalty: 5576.179199
	Iteration 22Q: 3 clusters Score -1.018218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -10182191.000000 Penalty: 5576.179199
	Iteration 23Q: 3 clusters Score -1.018219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -10182196.000000 Penalty: 5576.179199
	Iteration 24Q: 3 clusters Score -1.01822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -10182216.000000 Penalty: 5576.179199
	Iteration 25Q: 3 clusters Score -1.018222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -10182206.000000 Penalty: 5576.179199
	Iteration 26Q: 3 clusters Score -1.018221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -10182213.000000 Penalty: 5576.179199
	Iteration 27Q: 3 clusters Score -1.018221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -10182207.000000 Penalty: 5576.179199
	Iteration 28Q: 3 clusters Score -1.018221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -10182222.000000 Penalty: 5576.179199
	Iteration 29Q: 3 clusters Score -1.018222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -10182226.000000 Penalty: 5576.179199
	Iteration 30Q: 3 clusters Score -1.018223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -10182234.000000 Penalty: 5576.179199
	Iteration 31Q: 3 clusters Score -1.018223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -10182245.000000 Penalty: 5576.179199
	Iteration 32Q: 3 clusters Score -1.018224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -10182237.000000 Penalty: 5576.179199
	Iteration 33Q: 3 clusters Score -1.018224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -10182250.000000 Penalty: 5576.179199
	Iteration 34Q: 3 clusters Score -1.018225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -10182244.000000 Penalty: 5576.179199
	Iteration 35Q: 3 clusters Score -1.018224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -10182244.000000 Penalty: 5576.179199
	Iteration 36Q: 3 clusters Score -1.018224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -10182238.000000 Penalty: 5576.179199
	Iteration 37Q: 3 clusters Score -1.018224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -10182245.000000 Penalty: 5576.179199
	Iteration 38Q: 3 clusters Score -1.018224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -10182249.000000 Penalty: 5576.179199
	Iteration 39Q: 3 clusters Score -1.018225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -10182248.000000 Penalty: 5576.179199
	Iteration 40F: 3 clusters Score -1.018225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -10182250.000000 Penalty: 5576.179199
	Iteration 41Q: 3 clusters Score -1.018225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -10182250.000000 Penalty: 5576.179199
	Iteration 42Q: 3 clusters Score -1.018225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -10182249.000000 Penalty: 5576.179199
	Iteration 43Q: 3 clusters Score -1.018225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -10182261.000000 Penalty: 5576.179199
	Iteration 44Q: 3 clusters Score -1.018226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -10182255.000000 Penalty: 5576.179199
	Iteration 45Q: 3 clusters Score -1.018226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -10182249.000000 Penalty: 5576.179199
	Iteration 46Q: 3 clusters Score -1.018225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -10182248.000000 Penalty: 5576.179199
	Iteration 47Q: 3 clusters Score -1.018225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -10182244.000000 Penalty: 5576.179199
	Iteration 48Q: 3 clusters Score -1.018224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -10182254.000000 Penalty: 5576.179199
	Iteration 49Q: 3 clusters Score -1.018225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -10182256.000000 Penalty: 5576.179199
	Iteration 50Q: 3 clusters Score -1.018226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -10182254.000000 Penalty: 5576.179199
	Iteration 51Q: 3 clusters Score -1.018225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -10182260.000000 Penalty: 5576.179199
	Iteration 52Q: 3 clusters Score -1.018226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -10182259.000000 Penalty: 5576.179199
	Iteration 53Q: 3 clusters Score -1.018226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -10182266.000000 Penalty: 5576.179199
	Iteration 54Q: 3 clusters Score -1.018227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -10182248.000000 Penalty: 5576.179199
	Iteration 55Q: 3 clusters Score -1.018225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -10182248.000000 Penalty: 5576.179199
	Iteration 56Q: 3 clusters Score -1.018225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -10182256.000000 Penalty: 5576.179199
	Iteration 57Q: 3 clusters Score -1.018226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -10182257.000000 Penalty: 5576.179199
	Iteration 58Q: 3 clusters Score -1.018226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -10182257.000000 Penalty: 5576.179199
	Iteration 59F: 3 clusters Score -1.018226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -954924.437500 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -954924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -948888.937500 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -948888.9 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -950506.562500 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -950506.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -950780.500000 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -950780.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -951026.312500 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -951026.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -951334.437500 Penalty: 4416.898438
	Iteration 4F: 3 clusters Score -951334.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -951679.437500 Penalty: 4416.898438
	Iteration 5F: 3 clusters Score -951679.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -952108.437500 Penalty: 4416.898438
	Iteration 6F: 3 clusters Score -952108.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -952554.312500 Penalty: 4416.898438
	Iteration 7F: 3 clusters Score -952554.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -952937.312500 Penalty: 4416.898438
	Iteration 8F: 3 clusters Score -952937.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -953237.937500 Penalty: 4416.898438
	Iteration 9F: 3 clusters Score -953237.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -953434.937500 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -953434.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -953545.250000 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -953545.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -953607.812500 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -953607.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -953647.625000 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -953647.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -953669.062500 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -953669.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -953684.562500 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -953684.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -953696.250000 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -953696.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -953706.312500 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -953706.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -953712.062500 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -953712.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -953714.250000 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -953714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -953718.437500 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -953718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -953719.875000 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -953719.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -953723.000000 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -953723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -953723.812500 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -953723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -953727.312500 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -953727.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -953729.125000 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -953729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -953734.500000 Penalty: 4416.898438
	Iteration 26Q: 3 clusters Score -953734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -953733.437500 Penalty: 4416.898438
	Iteration 27Q: 3 clusters Score -953733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -953734.437500 Penalty: 4416.898438
	Iteration 28Q: 3 clusters Score -953734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -953735.312500 Penalty: 4416.898438
	Iteration 29Q: 3 clusters Score -953735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -953736.187500 Penalty: 4416.898438
	Iteration 30Q: 3 clusters Score -953736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -953735.125000 Penalty: 4416.898438
	Iteration 31Q: 3 clusters Score -953735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -953737.375000 Penalty: 4416.898438
	Iteration 32Q: 3 clusters Score -953737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -953738.562500 Penalty: 4416.898438
	Iteration 33Q: 3 clusters Score -953738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -953739.125000 Penalty: 4416.898438
	Iteration 34Q: 3 clusters Score -953739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -953739.125000 Penalty: 4416.898438
	Iteration 35F: 3 clusters Score -953739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Entering Unmasked Estep 
Score: -6617362.000000 Penalty: 2674.078613
	Iteration 0F: 2 clusters Score -6617362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6584916.500000 Penalty: 5348.157227
	Iteration 0F: 3 clusters Score -6584916 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6597483.500000 Penalty: 5348.157227
	Iteration 1F: 3 clusters Score -6597484 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6598330.000000 Penalty: 5348.157227
	Iteration 2Q: 3 clusters Score -6598330 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -6599422.500000 Penalty: 5348.157227
	Iteration 3Q: 3 clusters Score -6599422 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -6600685.500000 Penalty: 5348.157227
	Iteration 4F: 3 clusters Score -6600686 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -6602236.000000 Penalty: 5348.157227
	Iteration 5F: 3 clusters Score -6602236 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6603982.500000 Penalty: 5348.157227
	Iteration 6F: 3 clusters Score -6603982 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6605910.000000 Penalty: 5348.157227
	Iteration 7F: 3 clusters Score -6605910 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -6607682.000000 Penalty: 5348.157227
	Iteration 8F: 3 clusters Score -6607682 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -6608916.000000 Penalty: 5348.157227
	Iteration 9Q: 3 clusters Score -6608916 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6609569.500000 Penalty: 5348.157227
	Iteration 10Q: 3 clusters Score -6609570 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -6609952.500000 Penalty: 5348.157227
	Iteration 11Q: 3 clusters Score -6609952 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -6610183.500000 Penalty: 5348.157227
	Iteration 12Q: 3 clusters Score -6610184 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -6610456.500000 Penalty: 5348.157227
	Iteration 13Q: 3 clusters Score -6610456 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -6610732.000000 Penalty: 5348.157227
	Iteration 14Q: 3 clusters Score -6610732 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -6610991.500000 Penalty: 5348.157227
	Iteration 15Q: 3 clusters Score -6610992 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6611282.000000 Penalty: 5348.157227
	Iteration 16Q: 3 clusters Score -6611282 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6611647.000000 Penalty: 5348.157227
	Iteration 17Q: 3 clusters Score -6611647 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -6612131.000000 Penalty: 5348.157227
	Iteration 18Q: 3 clusters Score -6612131 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6612670.000000 Penalty: 5348.157227
	Iteration 19Q: 3 clusters Score -6612670 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -6613216.000000 Penalty: 5348.157227
	Iteration 20F: 3 clusters Score -6613216 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -6613776.500000 Penalty: 5348.157227
	Iteration 21Q: 3 clusters Score -6613776 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6614248.500000 Penalty: 5348.157227
	Iteration 22Q: 3 clusters Score -6614248 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -6614638.000000 Penalty: 5348.157227
	Iteration 23Q: 3 clusters Score -6614638 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -6614921.500000 Penalty: 5348.157227
	Iteration 24Q: 3 clusters Score -6614922 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -6615108.500000 Penalty: 5348.157227
	Iteration 25Q: 3 clusters Score -6615108 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -6615287.500000 Penalty: 5348.157227
	Iteration 26Q: 3 clusters Score -6615288 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6615440.500000 Penalty: 5348.157227
	Iteration 27Q: 3 clusters Score -6615440 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -6615566.500000 Penalty: 5348.157227
	Iteration 28Q: 3 clusters Score -6615566 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -6615618.000000 Penalty: 5348.157227
	Iteration 29Q: 3 clusters Score -6615618 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -6615696.000000 Penalty: 5348.157227
	Iteration 30Q: 3 clusters Score -6615696 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6615738.000000 Penalty: 5348.157227
	Iteration 31Q: 3 clusters Score -6615738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6615774.500000 Penalty: 5348.157227
	Iteration 32Q: 3 clusters Score -6615774 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6615784.500000 Penalty: 5348.157227
	Iteration 33Q: 3 clusters Score -6615784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6615814.500000 Penalty: 5348.157227
	Iteration 34Q: 3 clusters Score -6615814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -6615844.500000 Penalty: 5348.157227
	Iteration 35Q: 3 clusters Score -6615844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6615880.500000 Penalty: 5348.157227
	Iteration 36Q: 3 clusters Score -6615880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -6615895.000000 Penalty: 5348.157227
	Iteration 37Q: 3 clusters Score -6615895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6615885.000000 Penalty: 5348.157227
	Iteration 38Q: 3 clusters Score -6615885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6615898.000000 Penalty: 5348.157227
	Iteration 39Q: 3 clusters Score -6615898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6615902.000000 Penalty: 5348.157227
	Iteration 40F: 3 clusters Score -6615902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6615902.500000 Penalty: 5348.157227
	Iteration 41Q: 3 clusters Score -6615902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6615895.000000 Penalty: 5348.157227
	Iteration 42Q: 3 clusters Score -6615895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6615898.500000 Penalty: 5348.157227
	Iteration 43Q: 3 clusters Score -6615898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -6615889.000000 Penalty: 5348.157227
	Iteration 44Q: 3 clusters Score -6615889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -6615891.500000 Penalty: 5348.157227
	Iteration 45Q: 3 clusters Score -6615892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6615901.500000 Penalty: 5348.157227
	Iteration 46Q: 3 clusters Score -6615902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6615898.500000 Penalty: 5348.157227
	Iteration 47Q: 3 clusters Score -6615898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6615907.500000 Penalty: 5348.157227
	Iteration 48Q: 3 clusters Score -6615908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6615907.500000 Penalty: 5348.157227
	Iteration 49Q: 3 clusters Score -6615908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -6615906.000000 Penalty: 5348.157227
	Iteration 50Q: 3 clusters Score -6615906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -6615906.500000 Penalty: 5348.157227
	Iteration 51Q: 3 clusters Score -6615906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -6615906.500000 Penalty: 5348.157227
	Iteration 52F: 3 clusters Score -6615906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -272409.281250 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -272409.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -269688.812500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -269688.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270398.875000 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -270398.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -270786.562500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -270786.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271022.093750 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -271022.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -271170.062500 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -271170.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271275.812500 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -271275.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -271334.250000 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -271334.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271379.062500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -271379.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271417.125000 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -271417.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271452.468750 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -271452.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271479.375000 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -271479.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271494.031250 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -271494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -271506.093750 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -271506.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271525.093750 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -271525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271538.750000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -271538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271548.656250 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -271548.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -271558.500000 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -271558.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271566.781250 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -271566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271574.718750 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -271574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271581.593750 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -271581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -271587.343750 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -271587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -271593.906250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -271593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271599.000000 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -271599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -271603.312500 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -271603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -271608.156250 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -271608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271614.281250 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -271614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271619.250000 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -271619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271620.781250 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -271620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271623.093750 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -271623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271623.468750 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -271623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271623.468750 Penalty: 3820.467773
	Iteration 30F: 3 clusters Score -271623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -113610.757812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -113610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111784.585938 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -111784.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112006.554688 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -112006.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112060.937500 Penalty: 3353.165527
	Iteration 2Q: 3 clusters Score -112060.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112093.203125 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -112093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112110.164062 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -112110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112115.898438 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -112115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112123.085938 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -112123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112128.640625 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -112128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112129.914062 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -112129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112131.976562 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -112132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112133.632812 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -112133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112137.820312 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -112137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112141.492188 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -112141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112142.156250 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -112142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112142.156250 Penalty: 3353.165527
	Iteration 14F: 3 clusters Score -112142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Entering Unmasked Estep 
Score: -4712341.500000 Penalty: 2595.026855
	Iteration 0F: 2 clusters Score -4712342 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 17492 members 
Entering Unmasked Estep 
Score: -4688553.500000 Penalty: 5190.053711
	Iteration 0F: 3 clusters Score -4688554 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4697337.000000 Penalty: 5190.053711
	Iteration 1F: 3 clusters Score -4697337 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4697791.500000 Penalty: 5190.053711
	Iteration 2Q: 3 clusters Score -4697792 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4698170.500000 Penalty: 5190.053711
	Iteration 3Q: 3 clusters Score -4698170 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4698535.500000 Penalty: 5190.053711
	Iteration 4Q: 3 clusters Score -4698536 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4698885.500000 Penalty: 5190.053711
	Iteration 5Q: 3 clusters Score -4698886 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -4699296.500000 Penalty: 5190.053711
	Iteration 6Q: 3 clusters Score -4699296 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4699649.000000 Penalty: 5190.053711
	Iteration 7Q: 3 clusters Score -4699649 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4700136.000000 Penalty: 5190.053711
	Iteration 8Q: 3 clusters Score -4700136 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4700642.000000 Penalty: 5190.053711
	Iteration 9Q: 3 clusters Score -4700642 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4701193.000000 Penalty: 5190.053711
	Iteration 10Q: 3 clusters Score -4701193 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4701751.500000 Penalty: 5190.053711
	Iteration 11Q: 3 clusters Score -4701752 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4702297.000000 Penalty: 5190.053711
	Iteration 12Q: 3 clusters Score -4702297 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4702720.500000 Penalty: 5190.053711
	Iteration 13Q: 3 clusters Score -4702720 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4703224.500000 Penalty: 5190.053711
	Iteration 14Q: 3 clusters Score -4703224 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4703812.000000 Penalty: 5190.053711
	Iteration 15Q: 3 clusters Score -4703812 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -4704377.500000 Penalty: 5190.053711
	Iteration 16Q: 3 clusters Score -4704378 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -4705016.500000 Penalty: 5190.053711
	Iteration 17Q: 3 clusters Score -4705016 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4705719.000000 Penalty: 5190.053711
	Iteration 18Q: 3 clusters Score -4705719 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4706533.000000 Penalty: 5190.053711
	Iteration 19Q: 3 clusters Score -4706533 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4707478.000000 Penalty: 5190.053711
	Iteration 20F: 3 clusters Score -4707478 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4708424.000000 Penalty: 5190.053711
	Iteration 21Q: 3 clusters Score -4708424 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4709144.000000 Penalty: 5190.053711
	Iteration 22Q: 3 clusters Score -4709144 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4709496.500000 Penalty: 5190.053711
	Iteration 23Q: 3 clusters Score -4709496 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4709665.500000 Penalty: 5190.053711
	Iteration 24Q: 3 clusters Score -4709666 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4709821.500000 Penalty: 5190.053711
	Iteration 25Q: 3 clusters Score -4709822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4709887.000000 Penalty: 5190.053711
	Iteration 26Q: 3 clusters Score -4709887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4709923.500000 Penalty: 5190.053711
	Iteration 27Q: 3 clusters Score -4709924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4709962.500000 Penalty: 5190.053711
	Iteration 28Q: 3 clusters Score -4709962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4709991.000000 Penalty: 5190.053711
	Iteration 29Q: 3 clusters Score -4709991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4710014.500000 Penalty: 5190.053711
	Iteration 30Q: 3 clusters Score -4710014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4710023.000000 Penalty: 5190.053711
	Iteration 31Q: 3 clusters Score -4710023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4710017.000000 Penalty: 5190.053711
	Iteration 32Q: 3 clusters Score -4710017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4710024.000000 Penalty: 5190.053711
	Iteration 33Q: 3 clusters Score -4710024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4710024.000000 Penalty: 5190.053711
	Iteration 34Q: 3 clusters Score -4710024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4710031.500000 Penalty: 5190.053711
	Iteration 35Q: 3 clusters Score -4710032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4710038.500000 Penalty: 5190.053711
	Iteration 36Q: 3 clusters Score -4710038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4710038.000000 Penalty: 5190.053711
	Iteration 37Q: 3 clusters Score -4710038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4710046.000000 Penalty: 5190.053711
	Iteration 38Q: 3 clusters Score -4710046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4710046.000000 Penalty: 5190.053711
	Iteration 39F: 3 clusters Score -4710046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -320316.531250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -320316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -317442.156250 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -317442.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -317996.781250 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -317996.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -318199.312500 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -318199.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -318356.500000 Penalty: 3863.364014
	Iteration 3F: 3 clusters Score -318356.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -318479.656250 Penalty: 3863.364014
	Iteration 4F: 3 clusters Score -318479.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -318624.500000 Penalty: 3863.364014
	Iteration 5F: 3 clusters Score -318624.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -318747.093750 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -318747.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -318861.875000 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -318861.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -318960.843750 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -318960.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -319047.937500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -319047.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -319110.125000 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -319110.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -319153.250000 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -319153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -319187.500000 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -319187.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -319214.468750 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -319214.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -319232.562500 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -319232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -319246.218750 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -319246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -319254.156250 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -319254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -319259.531250 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -319259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -319266.625000 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -319266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -319269.125000 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -319269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -319270.437500 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -319270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -319270.500000 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -319270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -319271.343750 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -319271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -319271.343750 Penalty: 3863.364014
	Iteration 23F: 3 clusters Score -319271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Entering Unmasked Estep 
Score: -12711886.000000 Penalty: 2837.207764
	Iteration 0F: 2 clusters Score -1.271189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -12649857.000000 Penalty: 5674.415527
	Iteration 0F: 3 clusters Score -1.264986e+07 nChanged 43798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -12674767.000000 Penalty: 5674.415527
	Iteration 1F: 3 clusters Score -1.267477e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -12675407.000000 Penalty: 5674.415527
	Iteration 2Q: 3 clusters Score -1.267541e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -12676060.000000 Penalty: 5674.415527
	Iteration 3Q: 3 clusters Score -1.267606e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -12676706.000000 Penalty: 5674.415527
	Iteration 4Q: 3 clusters Score -1.267671e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -12677621.000000 Penalty: 5674.415527
	Iteration 5Q: 3 clusters Score -1.267762e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -12678769.000000 Penalty: 5674.415527
	Iteration 6Q: 3 clusters Score -1.267877e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -12680526.000000 Penalty: 5674.415527
	Iteration 7Q: 3 clusters Score -1.268053e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -12683124.000000 Penalty: 5674.415527
	Iteration 8F: 3 clusters Score -1.268312e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -12686846.000000 Penalty: 5674.415527
	Iteration 9F: 3 clusters Score -1.268685e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -12691739.000000 Penalty: 5674.415527
	Iteration 10F: 3 clusters Score -1.269174e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -12697176.000000 Penalty: 5674.415527
	Iteration 11F: 3 clusters Score -1.269718e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -12701890.000000 Penalty: 5674.415527
	Iteration 12F: 3 clusters Score -1.270189e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -12705225.000000 Penalty: 5674.415527
	Iteration 13Q: 3 clusters Score -1.270522e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12707271.000000 Penalty: 5674.415527
	Iteration 14Q: 3 clusters Score -1.270727e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12708293.000000 Penalty: 5674.415527
	Iteration 15Q: 3 clusters Score -1.270829e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12708827.000000 Penalty: 5674.415527
	Iteration 16Q: 3 clusters Score -1.270883e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12709077.000000 Penalty: 5674.415527
	Iteration 17Q: 3 clusters Score -1.270908e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12709235.000000 Penalty: 5674.415527
	Iteration 18Q: 3 clusters Score -1.270924e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12709339.000000 Penalty: 5674.415527
	Iteration 19Q: 3 clusters Score -1.270934e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12709377.000000 Penalty: 5674.415527
	Iteration 20F: 3 clusters Score -1.270938e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12709431.000000 Penalty: 5674.415527
	Iteration 21Q: 3 clusters Score -1.270943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12709451.000000 Penalty: 5674.415527
	Iteration 22Q: 3 clusters Score -1.270945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12709475.000000 Penalty: 5674.415527
	Iteration 23Q: 3 clusters Score -1.270948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12709483.000000 Penalty: 5674.415527
	Iteration 24Q: 3 clusters Score -1.270948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12709473.000000 Penalty: 5674.415527
	Iteration 25Q: 3 clusters Score -1.270947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12709482.000000 Penalty: 5674.415527
	Iteration 26Q: 3 clusters Score -1.270948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12709495.000000 Penalty: 5674.415527
	Iteration 27Q: 3 clusters Score -1.27095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12709494.000000 Penalty: 5674.415527
	Iteration 28Q: 3 clusters Score -1.270949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12709507.000000 Penalty: 5674.415527
	Iteration 29Q: 3 clusters Score -1.270951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12709522.000000 Penalty: 5674.415527
	Iteration 30Q: 3 clusters Score -1.270952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12709523.000000 Penalty: 5674.415527
	Iteration 31Q: 3 clusters Score -1.270952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12709516.000000 Penalty: 5674.415527
	Iteration 32Q: 3 clusters Score -1.270952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12709527.000000 Penalty: 5674.415527
	Iteration 33Q: 3 clusters Score -1.270953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12709525.000000 Penalty: 5674.415527
	Iteration 34Q: 3 clusters Score -1.270952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12709538.000000 Penalty: 5674.415527
	Iteration 35Q: 3 clusters Score -1.270954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12709540.000000 Penalty: 5674.415527
	Iteration 36Q: 3 clusters Score -1.270954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12709532.000000 Penalty: 5674.415527
	Iteration 37Q: 3 clusters Score -1.270953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12709536.000000 Penalty: 5674.415527
	Iteration 38Q: 3 clusters Score -1.270954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12709534.000000 Penalty: 5674.415527
	Iteration 39Q: 3 clusters Score -1.270953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12709532.000000 Penalty: 5674.415527
	Iteration 40F: 3 clusters Score -1.270953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12709541.000000 Penalty: 5674.415527
	Iteration 41Q: 3 clusters Score -1.270954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12709547.000000 Penalty: 5674.415527
	Iteration 42Q: 3 clusters Score -1.270955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12709557.000000 Penalty: 5674.415527
	Iteration 43Q: 3 clusters Score -1.270956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12709562.000000 Penalty: 5674.415527
	Iteration 44Q: 3 clusters Score -1.270956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12709555.000000 Penalty: 5674.415527
	Iteration 45Q: 3 clusters Score -1.270956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12709566.000000 Penalty: 5674.415527
	Iteration 46Q: 3 clusters Score -1.270957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12709568.000000 Penalty: 5674.415527
	Iteration 47Q: 3 clusters Score -1.270957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12709572.000000 Penalty: 5674.415527
	Iteration 48Q: 3 clusters Score -1.270957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12709565.000000 Penalty: 5674.415527
	Iteration 49Q: 3 clusters Score -1.270956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12709569.000000 Penalty: 5674.415527
	Iteration 50Q: 3 clusters Score -1.270957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12709564.000000 Penalty: 5674.415527
	Iteration 51Q: 3 clusters Score -1.270956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12709575.000000 Penalty: 5674.415527
	Iteration 52Q: 3 clusters Score -1.270958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12709573.000000 Penalty: 5674.415527
	Iteration 53Q: 3 clusters Score -1.270957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12709574.000000 Penalty: 5674.415527
	Iteration 54Q: 3 clusters Score -1.270957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12709573.000000 Penalty: 5674.415527
	Iteration 55Q: 3 clusters Score -1.270957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12709573.000000 Penalty: 5674.415527
	Iteration 56Q: 3 clusters Score -1.270957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12709578.000000 Penalty: 5674.415527
	Iteration 57Q: 3 clusters Score -1.270958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12709578.000000 Penalty: 5674.415527
	Iteration 58F: 3 clusters Score -1.270958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -495545.375000 Penalty: 2040.587891
	Iteration 0F: 2 clusters Score -495545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -491795.843750 Penalty: 4081.175781
	Iteration 0F: 3 clusters Score -491795.8 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -492687.625000 Penalty: 4081.175781
	Iteration 1F: 3 clusters Score -492687.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -493007.500000 Penalty: 4081.175781
	Iteration 2F: 3 clusters Score -493007.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -493274.875000 Penalty: 4081.175781
	Iteration 3F: 3 clusters Score -493274.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -493512.312500 Penalty: 4081.175781
	Iteration 4F: 3 clusters Score -493512.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -493718.125000 Penalty: 4081.175781
	Iteration 5F: 3 clusters Score -493718.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -493866.406250 Penalty: 4081.175781
	Iteration 6Q: 3 clusters Score -493866.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -493992.937500 Penalty: 4081.175781
	Iteration 7Q: 3 clusters Score -493992.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -494101.687500 Penalty: 4081.175781
	Iteration 8Q: 3 clusters Score -494101.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -494168.343750 Penalty: 4081.175781
	Iteration 9Q: 3 clusters Score -494168.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -494220.312500 Penalty: 4081.175781
	Iteration 10Q: 3 clusters Score -494220.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -494257.500000 Penalty: 4081.175781
	Iteration 11Q: 3 clusters Score -494257.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -494284.406250 Penalty: 4081.175781
	Iteration 12Q: 3 clusters Score -494284.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -494298.875000 Penalty: 4081.175781
	Iteration 13Q: 3 clusters Score -494298.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -494305.968750 Penalty: 4081.175781
	Iteration 14Q: 3 clusters Score -494306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -494310.343750 Penalty: 4081.175781
	Iteration 15Q: 3 clusters Score -494310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -494313.062500 Penalty: 4081.175781
	Iteration 16Q: 3 clusters Score -494313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -494314.875000 Penalty: 4081.175781
	Iteration 17Q: 3 clusters Score -494314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -494315.812500 Penalty: 4081.175781
	Iteration 18Q: 3 clusters Score -494315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -494317.281250 Penalty: 4081.175781
	Iteration 19Q: 3 clusters Score -494317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -494317.656250 Penalty: 4081.175781
	Iteration 20F: 3 clusters Score -494317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -494318.687500 Penalty: 4081.175781
	Iteration 21Q: 3 clusters Score -494318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -494318.687500 Penalty: 4081.175781
	Iteration 22F: 3 clusters Score -494318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -1069847.500000 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -1069848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1063498.250000 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -1063498 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1065193.000000 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -1065193 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1065450.875000 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -1065451 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1065627.750000 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -1065628 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1065763.375000 Penalty: 4447.755371
	Iteration 4Q: 3 clusters Score -1065763 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1065850.750000 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -1065851 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1065923.875000 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -1065924 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1066003.500000 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -1066004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1066070.625000 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -1066071 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1066140.500000 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -1066140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1066217.125000 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -1066217 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1066307.750000 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -1066308 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1066418.625000 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -1066419 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1066547.500000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -1066548 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1066714.625000 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -1066715 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1066874.375000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -1066874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1067024.625000 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -1067025 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1067194.250000 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -1067194 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1067330.250000 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -1067330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1067450.500000 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -1067450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1067544.000000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -1067544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1067608.000000 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -1067608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1067656.500000 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -1067656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1067692.250000 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -1067692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1067727.000000 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -1067727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1067754.750000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -1067755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1067780.500000 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -1067780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1067801.125000 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -1067801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1067819.625000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -1067820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1067834.625000 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -1067835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1067845.125000 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -1067845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1067851.750000 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -1067852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1067856.750000 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -1067857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1067857.875000 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -1067858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1067863.000000 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -1067863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1067866.125000 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -1067866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1067869.125000 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -1067869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1067874.625000 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -1067875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1067880.500000 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -1067880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1067882.625000 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -1067883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1067886.375000 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -1067886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1067888.125000 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -1067888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1067890.125000 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -1067890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1067890.125000 Penalty: 4447.755371
	Iteration 43F: 3 clusters Score -1067890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -62245.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -62245.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60818.089844 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -60818.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60980.492188 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -60980.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61029.289062 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -61029.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61045.929688 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -61045.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61109.695312 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -61109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61136.308594 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -61136.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61158.238281 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -61158.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61178.164062 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -61178.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61185.753906 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -61185.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61191.652344 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -61191.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61197.511719 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -61197.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61210.691406 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -61210.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61224.097656 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -61224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61233.714844 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -61233.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61239.945312 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -61239.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61244.867188 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -61244.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61251.777344 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -61251.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61261.554688 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -61261.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61275.000000 Penalty: 3096.142822
	Iteration 18Q: 3 clusters Score -61275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -61281.460938 Penalty: 3096.142822
	Iteration 19Q: 3 clusters Score -61281.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61286.550781 Penalty: 3096.142822
	Iteration 20F: 3 clusters Score -61286.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61294.500000 Penalty: 3096.142822
	Iteration 21Q: 3 clusters Score -61294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61298.648438 Penalty: 3096.142822
	Iteration 22Q: 3 clusters Score -61298.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61298.648438 Penalty: 3096.142822
	Iteration 23F: 3 clusters Score -61298.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -159372.671875 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -159372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -157315.781250 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -157315.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157617.125000 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -157617.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157683.953125 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -157684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157728.375000 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -157728.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157753.656250 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -157753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157766.812500 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -157766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -157778.562500 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -157778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157785.828125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -157785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -157791.562500 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -157791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157795.453125 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -157795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157795.453125 Penalty: 3502.846924
	Iteration 10F: 3 clusters Score -157795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -900168.500000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -900168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -894545.750000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -894545.8 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -895919.375000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -895919.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -896151.312500 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -896151.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -896310.250000 Penalty: 4372.350098
	Iteration 3Q: 3 clusters Score -896310.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -896434.000000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -896434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -896540.562500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -896540.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -896633.875000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -896633.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -896723.875000 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -896723.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -896812.812500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -896812.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -896920.062500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -896920.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -897009.875000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -897009.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -897126.500000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -897126.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -897257.437500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -897257.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -897409.125000 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -897409.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -897591.437500 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -897591.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -897789.250000 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -897789.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -897954.437500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -897954.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -898059.500000 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -898059.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -898125.062500 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -898125.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -898164.687500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -898164.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -898198.062500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -898198.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -898219.187500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -898219.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -898238.125000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -898238.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -898255.687500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -898255.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -898270.000000 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -898270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -898284.187500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -898284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -898300.812500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -898300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -898313.250000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -898313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -898324.375000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -898324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -898331.437500 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -898331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -898335.562500 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -898335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -898340.312500 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -898340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -898344.937500 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -898344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -898345.187500 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -898345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -898347.750000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -898347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -898353.000000 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -898353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -898353.750000 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -898353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -898357.875000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -898357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -898359.187500 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -898359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -898359.937500 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -898359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -898360.250000 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -898360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -362289.406250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -362289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -359141.781250 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -359141.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359748.156250 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -359748.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -359947.406250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -359947.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -360082.906250 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -360082.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -360189.406250 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -360189.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -360263.125000 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -360263.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -360318.593750 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -360318.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -360355.375000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -360355.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -360381.656250 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -360381.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -360398.656250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -360398.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360411.906250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -360411.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -360425.593750 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -360425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -360441.906250 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -360441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -360456.250000 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -360456.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -360465.125000 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -360465.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -360472.812500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -360472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360481.281250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -360481.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -360490.500000 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -360490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -360496.750000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -360496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -360502.875000 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -360502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -360510.250000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -360510.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -360520.562500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -360520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -360527.156250 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -360527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -360534.625000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -360534.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -360542.875000 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -360542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -360550.093750 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -360550.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -360554.312500 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -360554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -360557.281250 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -360557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -360563.187500 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -360563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -360569.562500 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -360569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360578.906250 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -360578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -360584.062500 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -360584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -360586.312500 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -360586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -360588.718750 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -360588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -360589.875000 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -360589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -360590.468750 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -360590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -360592.281250 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -360592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -360593.593750 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -360593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -360598.687500 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -360598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -360604.656250 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -360604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -360612.000000 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -360612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -360618.718750 Penalty: 3927.820312
	Iteration 41Q: 3 clusters Score -360618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -360621.750000 Penalty: 3927.820312
	Iteration 42Q: 3 clusters Score -360621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -360623.656250 Penalty: 3927.820312
	Iteration 43Q: 3 clusters Score -360623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -360624.687500 Penalty: 3927.820312
	Iteration 44Q: 3 clusters Score -360624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360627.187500 Penalty: 3927.820312
	Iteration 45Q: 3 clusters Score -360627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -360628.281250 Penalty: 3927.820312
	Iteration 46Q: 3 clusters Score -360628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -360630.281250 Penalty: 3927.820312
	Iteration 47Q: 3 clusters Score -360630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -360633.156250 Penalty: 3927.820312
	Iteration 48Q: 3 clusters Score -360633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -360635.750000 Penalty: 3927.820312
	Iteration 49Q: 3 clusters Score -360635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -360638.406250 Penalty: 3927.820312
	Iteration 50Q: 3 clusters Score -360638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -360640.593750 Penalty: 3927.820312
	Iteration 51Q: 3 clusters Score -360640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -360643.031250 Penalty: 3927.820312
	Iteration 52Q: 3 clusters Score -360643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -360643.250000 Penalty: 3927.820312
	Iteration 53Q: 3 clusters Score -360643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -360643.250000 Penalty: 3927.820312
	Iteration 54F: 3 clusters Score -360643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Entering Unmasked Estep 
Score: -1668724.500000 Penalty: 2330.575928
	Iteration 0F: 2 clusters Score -1668724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1659722.000000 Penalty: 4661.151855
	Iteration 0F: 3 clusters Score -1659722 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1662518.500000 Penalty: 4661.151855
	Iteration 1F: 3 clusters Score -1662518 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1663015.250000 Penalty: 4661.151855
	Iteration 2F: 3 clusters Score -1663015 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1663582.500000 Penalty: 4661.151855
	Iteration 3F: 3 clusters Score -1663582 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1664197.125000 Penalty: 4661.151855
	Iteration 4F: 3 clusters Score -1664197 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1664870.750000 Penalty: 4661.151855
	Iteration 5F: 3 clusters Score -1664871 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1665528.500000 Penalty: 4661.151855
	Iteration 6F: 3 clusters Score -1665528 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1666076.500000 Penalty: 4661.151855
	Iteration 7F: 3 clusters Score -1666076 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1666492.000000 Penalty: 4661.151855
	Iteration 8Q: 3 clusters Score -1666492 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1666756.875000 Penalty: 4661.151855
	Iteration 9Q: 3 clusters Score -1666757 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1666928.750000 Penalty: 4661.151855
	Iteration 10Q: 3 clusters Score -1666929 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1667037.125000 Penalty: 4661.151855
	Iteration 11Q: 3 clusters Score -1667037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1667123.750000 Penalty: 4661.151855
	Iteration 12Q: 3 clusters Score -1667124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1667192.000000 Penalty: 4661.151855
	Iteration 13Q: 3 clusters Score -1667192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1667228.125000 Penalty: 4661.151855
	Iteration 14Q: 3 clusters Score -1667228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1667255.250000 Penalty: 4661.151855
	Iteration 15Q: 3 clusters Score -1667255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1667269.250000 Penalty: 4661.151855
	Iteration 16Q: 3 clusters Score -1667269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1667273.375000 Penalty: 4661.151855
	Iteration 17Q: 3 clusters Score -1667273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1667278.125000 Penalty: 4661.151855
	Iteration 18Q: 3 clusters Score -1667278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1667283.375000 Penalty: 4661.151855
	Iteration 19Q: 3 clusters Score -1667283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1667283.625000 Penalty: 4661.151855
	Iteration 20F: 3 clusters Score -1667284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1667281.250000 Penalty: 4661.151855
	Iteration 21Q: 3 clusters Score -1667281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1667284.500000 Penalty: 4661.151855
	Iteration 22Q: 3 clusters Score -1667284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1667284.500000 Penalty: 4661.151855
	Iteration 23F: 3 clusters Score -1667284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -54561.972656 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -54561.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53104.312500 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -53104.31 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53288.902344 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -53288.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53351.085938 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -53351.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53377.097656 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -53377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53392.265625 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -53392.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53405.902344 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -53405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53412.894531 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -53412.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53420.828125 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -53420.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53427.175781 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -53427.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53432.355469 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -53432.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53432.355469 Penalty: 3021.289795
	Iteration 10F: 3 clusters Score -53432.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -64588.062500 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -64588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63093.628906 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -63093.63 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63364.113281 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -63364.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63465.164062 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -63465.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63525.925781 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -63525.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63559.445312 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -63559.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63591.382812 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -63591.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63609.714844 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -63609.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63626.148438 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -63626.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63684.824219 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -63684.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63698.042969 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -63698.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63702.992188 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -63702.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63711.292969 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -63711.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63719.128906 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -63719.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63727.105469 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -63727.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63731.804688 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -63731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63742.613281 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -63742.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63774.855469 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -63774.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63800.500000 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -63800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63831.910156 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -63831.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63878.246094 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -63878.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63933.679688 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -63933.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63974.226562 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -63974.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64006.671875 Penalty: 3121.535889
	Iteration 22Q: 3 clusters Score -64006.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64099.523438 Penalty: 3121.535889
	Iteration 23Q: 3 clusters Score -64099.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64141.632812 Penalty: 3121.535889
	Iteration 24Q: 3 clusters Score -64141.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64166.183594 Penalty: 3121.535889
	Iteration 25Q: 3 clusters Score -64166.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64187.406250 Penalty: 3121.535889
	Iteration 26Q: 3 clusters Score -64187.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64197.851562 Penalty: 3121.535889
	Iteration 27Q: 3 clusters Score -64197.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64211.699219 Penalty: 3121.535889
	Iteration 28Q: 3 clusters Score -64211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64219.062500 Penalty: 3121.535889
	Iteration 29Q: 3 clusters Score -64219.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64220.855469 Penalty: 3121.535889
	Iteration 30Q: 3 clusters Score -64220.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64220.855469 Penalty: 3121.535889
	Iteration 31F: 3 clusters Score -64220.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -178403.812500 Penalty: 1809.678589
	Iteration 0F: 2 clusters Score -178403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -176128.812500 Penalty: 3619.357178
	Iteration 0F: 3 clusters Score -176128.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176548.796875 Penalty: 3619.357178
	Iteration 1F: 3 clusters Score -176548.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176677.796875 Penalty: 3619.357178
	Iteration 2F: 3 clusters Score -176677.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176746.625000 Penalty: 3619.357178
	Iteration 3Q: 3 clusters Score -176746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -176803.546875 Penalty: 3619.357178
	Iteration 4Q: 3 clusters Score -176803.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176854.500000 Penalty: 3619.357178
	Iteration 5Q: 3 clusters Score -176854.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176898.156250 Penalty: 3619.357178
	Iteration 6Q: 3 clusters Score -176898.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -176923.828125 Penalty: 3619.357178
	Iteration 7Q: 3 clusters Score -176923.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -176947.562500 Penalty: 3619.357178
	Iteration 8Q: 3 clusters Score -176947.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176973.312500 Penalty: 3619.357178
	Iteration 9Q: 3 clusters Score -176973.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -177010.546875 Penalty: 3619.357178
	Iteration 10Q: 3 clusters Score -177010.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177036.218750 Penalty: 3619.357178
	Iteration 11Q: 3 clusters Score -177036.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177061.250000 Penalty: 3619.357178
	Iteration 12Q: 3 clusters Score -177061.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177076.171875 Penalty: 3619.357178
	Iteration 13Q: 3 clusters Score -177076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -177086.046875 Penalty: 3619.357178
	Iteration 14Q: 3 clusters Score -177086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177095.390625 Penalty: 3619.357178
	Iteration 15Q: 3 clusters Score -177095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177105.296875 Penalty: 3619.357178
	Iteration 16Q: 3 clusters Score -177105.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177127.828125 Penalty: 3619.357178
	Iteration 17Q: 3 clusters Score -177127.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177149.000000 Penalty: 3619.357178
	Iteration 18Q: 3 clusters Score -177149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -177159.750000 Penalty: 3619.357178
	Iteration 19Q: 3 clusters Score -177159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177170.500000 Penalty: 3619.357178
	Iteration 20F: 3 clusters Score -177170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177181.140625 Penalty: 3619.357178
	Iteration 21Q: 3 clusters Score -177181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -177188.656250 Penalty: 3619.357178
	Iteration 22Q: 3 clusters Score -177188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177200.875000 Penalty: 3619.357178
	Iteration 23Q: 3 clusters Score -177200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -177212.921875 Penalty: 3619.357178
	Iteration 24Q: 3 clusters Score -177212.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -177222.484375 Penalty: 3619.357178
	Iteration 25Q: 3 clusters Score -177222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177234.687500 Penalty: 3619.357178
	Iteration 26Q: 3 clusters Score -177234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -177241.562500 Penalty: 3619.357178
	Iteration 27Q: 3 clusters Score -177241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177246.625000 Penalty: 3619.357178
	Iteration 28Q: 3 clusters Score -177246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -177250.687500 Penalty: 3619.357178
	Iteration 29Q: 3 clusters Score -177250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177251.109375 Penalty: 3619.357178
	Iteration 30Q: 3 clusters Score -177251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177251.109375 Penalty: 3619.357178
	Iteration 31F: 3 clusters Score -177251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (231817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231817 members 
Entering Unmasked Estep 
Score: -31704616.000000 Penalty: 3063.718506
	Iteration 0F: 2 clusters Score -3.170462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -31565224.000000 Penalty: 6127.437012
	Iteration 0F: 3 clusters Score -3.156522e+07 nChanged 111637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -31630768.000000 Penalty: 6127.437012
	Iteration 1F: 3 clusters Score -3.163077e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102035 members 
Mstep: Class 2 contains 129782 members 
Entering Unmasked Estep 
Score: -31632634.000000 Penalty: 6127.437012
	Iteration 2Q: 3 clusters Score -3.163263e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -31636186.000000 Penalty: 6127.437012
	Iteration 3Q: 3 clusters Score -3.163619e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 150739 members 
Entering Unmasked Estep 
Score: -31642668.000000 Penalty: 6127.437012
	Iteration 4F: 3 clusters Score -3.164267e+07 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 167759 members 
Entering Unmasked Estep 
Score: -31654246.000000 Penalty: 6127.437012
	Iteration 5F: 3 clusters Score -3.165425e+07 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 188069 members 
Entering Unmasked Estep 
Score: -31668296.000000 Penalty: 6127.437012
	Iteration 6F: 3 clusters Score -3.16683e+07 nChanged 18874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 206901 members 
Entering Unmasked Estep 
Score: -31681300.000000 Penalty: 6127.437012
	Iteration 7F: 3 clusters Score -3.16813e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 219721 members 
Entering Unmasked Estep 
Score: -31690902.000000 Penalty: 6127.437012
	Iteration 8F: 3 clusters Score -3.16909e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 226591 members 
Entering Unmasked Estep 
Score: -31696716.000000 Penalty: 6127.437012
	Iteration 9Q: 3 clusters Score -3.169672e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 229611 members 
Entering Unmasked Estep 
Score: -31699678.000000 Penalty: 6127.437012
	Iteration 10Q: 3 clusters Score -3.169968e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 230772 members 
Entering Unmasked Estep 
Score: -31700882.000000 Penalty: 6127.437012
	Iteration 11Q: 3 clusters Score -3.170088e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 231193 members 
Entering Unmasked Estep 
Score: -31701404.000000 Penalty: 6127.437012
	Iteration 12Q: 3 clusters Score -3.17014e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 231347 members 
Entering Unmasked Estep 
Score: -31701580.000000 Penalty: 6127.437012
	Iteration 13Q: 3 clusters Score -3.170158e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231406 members 
Entering Unmasked Estep 
Score: -31701702.000000 Penalty: 6127.437012
	Iteration 14Q: 3 clusters Score -3.17017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 231427 members 
Entering Unmasked Estep 
Score: -31701742.000000 Penalty: 6127.437012
	Iteration 15Q: 3 clusters Score -3.170174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 231441 members 
Entering Unmasked Estep 
Score: -31701794.000000 Penalty: 6127.437012
	Iteration 16Q: 3 clusters Score -3.170179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 231454 members 
Entering Unmasked Estep 
Score: -31701832.000000 Penalty: 6127.437012
	Iteration 17Q: 3 clusters Score -3.170183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 231456 members 
Entering Unmasked Estep 
Score: -31701814.000000 Penalty: 6127.437012
	Iteration 18Q: 3 clusters Score -3.170181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 231459 members 
Entering Unmasked Estep 
Score: -31701844.000000 Penalty: 6127.437012
	Iteration 19Q: 3 clusters Score -3.170184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 231465 members 
Entering Unmasked Estep 
Score: -31701834.000000 Penalty: 6127.437012
	Iteration 20F: 3 clusters Score -3.170183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 231471 members 
Entering Unmasked Estep 
Score: -31701858.000000 Penalty: 6127.437012
	Iteration 21Q: 3 clusters Score -3.170186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231474 members 
Entering Unmasked Estep 
Score: -31701862.000000 Penalty: 6127.437012
	Iteration 22Q: 3 clusters Score -3.170186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 231475 members 
Entering Unmasked Estep 
Score: -31701874.000000 Penalty: 6127.437012
	Iteration 23Q: 3 clusters Score -3.170187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 231475 members 
Entering Unmasked Estep 
Score: -31701874.000000 Penalty: 6127.437012
	Iteration 24F: 3 clusters Score -3.170187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -113287.742188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -113287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111415.781250 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -111415.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111685.148438 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -111685.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111785.046875 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -111785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111852.710938 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -111852.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111894.273438 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -111894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111920.546875 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -111920.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111957.968750 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -111958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112011.820312 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -112011.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112107.773438 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -112107.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112269.382812 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -112269.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112526.273438 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -112526.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112744.625000 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -112744.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112874.531250 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -112874.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112995.789062 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -112995.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113088.296875 Penalty: 3371.224365
	Iteration 14Q: 3 clusters Score -113088.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113183.148438 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -113183.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113266.164062 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -113266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113329.609375 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -113329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113373.578125 Penalty: 3371.224365
	Iteration 18Q: 3 clusters Score -113373.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113408.203125 Penalty: 3371.224365
	Iteration 19Q: 3 clusters Score -113408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113474.507812 Penalty: 3371.224365
	Iteration 20F: 3 clusters Score -113474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113610.226562 Penalty: 3371.224365
	Iteration 21Q: 3 clusters Score -113610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113648.000000 Penalty: 3371.224365
	Iteration 22Q: 3 clusters Score -113648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113648.000000 Penalty: 3371.224365
	Iteration 23F: 3 clusters Score -113648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 89006 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48174 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35025 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93000 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7842 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12058 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231817 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 566 members 
Entering Unmasked Estep 
Score: -134145392.000000 Penalty: 116579.203125
Splitting cluster 33 changes total score from -134146744.000000 to -134145392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 89006 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48174 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35025 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93000 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7842 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12058 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231817 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146784.000000 Penalty: 113150.398438
Iteration 199Q: 34 clusters Score -1.341468e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 141374 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89013 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48189 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35017 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93000 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7840 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12074 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231776 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146800.000000 Penalty: 113150.398438
Iteration 200F: 34 clusters Score -1.341468e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 141370 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17300 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 89019 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48200 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35010 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7840 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12082 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231750 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146936.000000 Penalty: 113150.398438
Iteration 201Q: 34 clusters Score -1.341469e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 141370 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47476 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89022 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48205 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35005 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7839 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12093 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231724 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146944.000000 Penalty: 113150.398438
Iteration 202Q: 34 clusters Score -1.341469e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 141371 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47481 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89023 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48209 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 35002 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93002 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7838 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12101 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231698 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147080.000000 Penalty: 113150.398438
Iteration 203Q: 34 clusters Score -1.341471e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 141373 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47482 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89025 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48211 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34999 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93002 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12108 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231681 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147064.000000 Penalty: 113150.398438
Iteration 204Q: 34 clusters Score -1.341471e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 141371 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89030 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48213 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34992 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7836 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12117 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231671 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147016.000000 Penalty: 113150.398438
Iteration 205Q: 34 clusters Score -1.34147e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 141371 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 89030 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48215 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34985 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93002 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7835 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12125 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231656 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134146968.000000 Penalty: 113150.398438
Iteration 206Q: 34 clusters Score -1.34147e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 141369 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89031 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48220 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34980 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93003 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12134 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231635 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147064.000000 Penalty: 113150.398438
Iteration 207Q: 34 clusters Score -1.341471e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 141368 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17307 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89032 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48226 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34976 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93005 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7833 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12144 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231611 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147112.000000 Penalty: 113150.398438
Iteration 208Q: 34 clusters Score -1.341471e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 141371 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89035 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48235 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34968 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93004 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12155 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231584 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147088.000000 Penalty: 113150.398438
Iteration 209Q: 34 clusters Score -1.341471e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 141372 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 89029 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 48245 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34959 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93007 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7828 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12163 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231567 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147144.000000 Penalty: 113150.398438
Iteration 210Q: 34 clusters Score -1.341471e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 141375 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47498 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113942 members 
Mstep: Class 13 contains 89023 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 48254 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93012 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7827 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12166 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231548 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147080.000000 Penalty: 113150.398438
Iteration 211Q: 34 clusters Score -1.341471e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 89018 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7367 members 
Mstep: Class 16 contains 48266 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34947 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93016 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7824 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12168 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231528 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147240.000000 Penalty: 113150.398438
Iteration 212Q: 34 clusters Score -1.341472e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 141384 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47508 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89016 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 48276 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34943 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93016 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12169 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 231511 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147144.000000 Penalty: 113150.398438
Iteration 213Q: 34 clusters Score -1.341471e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 141379 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 89016 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 48288 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34938 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93018 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12172 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1477 members 
Mstep: Class 32 contains 231494 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147240.000000 Penalty: 113150.398438
Iteration 214Q: 34 clusters Score -1.341472e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 141379 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89014 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7358 members 
Mstep: Class 16 contains 48296 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34933 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93019 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7817 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231480 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147256.000000 Penalty: 113150.398438
Iteration 215Q: 34 clusters Score -1.341473e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47532 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8468 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89009 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7352 members 
Mstep: Class 16 contains 48300 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34932 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93026 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 7814 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231471 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147224.000000 Penalty: 113150.398438
Iteration 216Q: 34 clusters Score -1.341472e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 141383 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47536 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113936 members 
Mstep: Class 13 contains 89004 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 48310 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34931 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93029 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231459 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147240.000000 Penalty: 113150.398438
Iteration 217Q: 34 clusters Score -1.341472e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 141382 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89004 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 48308 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34930 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93033 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231456 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147280.000000 Penalty: 113150.398438
Iteration 218Q: 34 clusters Score -1.341473e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 141378 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47548 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 89003 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 48308 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34928 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93032 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231456 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147248.000000 Penalty: 113150.398438
Iteration 219Q: 34 clusters Score -1.341472e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 141378 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 89002 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48308 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34926 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93033 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231451 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147216.000000 Penalty: 113150.398438
Iteration 220F: 34 clusters Score -1.341472e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 141376 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 89002 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 48309 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34923 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93033 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231448 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147224.000000 Penalty: 113150.398438
Iteration 221Q: 34 clusters Score -1.341472e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 141373 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 89001 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48312 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34919 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93034 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231446 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147216.000000 Penalty: 113150.398438
Iteration 222Q: 34 clusters Score -1.341472e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 141372 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17325 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 48315 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34912 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93034 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231449 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147232.000000 Penalty: 113150.398438
Iteration 223Q: 34 clusters Score -1.341472e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 141373 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17326 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88996 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48321 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93036 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2749 members 
Mstep: Class 28 contains 12176 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231440 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147104.000000 Penalty: 113150.398438
Iteration 224Q: 34 clusters Score -1.341471e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 141373 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17326 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88994 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48323 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93035 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231436 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147136.000000 Penalty: 113150.398438
Iteration 225Q: 34 clusters Score -1.341471e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 141374 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47566 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8464 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88994 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48324 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93035 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12184 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231428 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147096.000000 Penalty: 113150.398438
Iteration 226Q: 34 clusters Score -1.341471e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 141376 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47567 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17328 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48326 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93035 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12191 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231418 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147208.000000 Penalty: 113150.398438
Iteration 227Q: 34 clusters Score -1.341472e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 141377 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47569 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8459 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88991 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48328 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93038 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12195 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231407 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147152.000000 Penalty: 113150.398438
Iteration 228Q: 34 clusters Score -1.341472e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 141379 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47571 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48328 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34908 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93042 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12201 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231394 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147088.000000 Penalty: 113150.398438
Iteration 229Q: 34 clusters Score -1.341471e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47571 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48331 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34907 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93044 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12205 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231385 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147152.000000 Penalty: 113150.398438
Iteration 230Q: 34 clusters Score -1.341472e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 141383 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 8454 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34907 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93044 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12208 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231371 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147136.000000 Penalty: 113150.398438
Iteration 231Q: 34 clusters Score -1.341471e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47573 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88991 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34906 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93045 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12210 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231362 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147152.000000 Penalty: 113150.398438
Iteration 232Q: 34 clusters Score -1.341472e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47573 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34904 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93046 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12211 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231359 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147176.000000 Penalty: 113150.398438
Iteration 233Q: 34 clusters Score -1.341472e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 141390 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47573 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34903 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12213 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231350 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147240.000000 Penalty: 113150.398438
Iteration 234Q: 34 clusters Score -1.341472e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 141391 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48334 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34898 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12213 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231349 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147248.000000 Penalty: 113150.398438
Iteration 235Q: 34 clusters Score -1.341472e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 141391 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48335 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34897 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12215 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231339 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147192.000000 Penalty: 113150.398438
Iteration 236Q: 34 clusters Score -1.341472e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 141389 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113938 members 
Mstep: Class 13 contains 88991 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12218 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231332 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147224.000000 Penalty: 113150.398438
Iteration 237Q: 34 clusters Score -1.341472e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12222 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231326 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147224.000000 Penalty: 113150.398438
Iteration 238Q: 34 clusters Score -1.341472e+08 nChanged 12
Entering ConstructFrom: 
Score: -134147224.000000 Penalty: 113150.398438
Entering ConstructFrom: 
Trying to split cluster 1 (27554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Entering Unmasked Estep 
Score: -3805005.250000 Penalty: 2535.527832
	Iteration 0F: 2 clusters Score -3805005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3786111.000000 Penalty: 5071.055664
	Iteration 0F: 3 clusters Score -3786111 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3792819.000000 Penalty: 5071.055664
	Iteration 1F: 3 clusters Score -3792819 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3793293.000000 Penalty: 5071.055664
	Iteration 2Q: 3 clusters Score -3793293 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3793766.000000 Penalty: 5071.055664
	Iteration 3Q: 3 clusters Score -3793766 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3794248.250000 Penalty: 5071.055664
	Iteration 4Q: 3 clusters Score -3794248 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3794754.750000 Penalty: 5071.055664
	Iteration 5Q: 3 clusters Score -3794755 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3795334.750000 Penalty: 5071.055664
	Iteration 6Q: 3 clusters Score -3795335 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3796005.000000 Penalty: 5071.055664
	Iteration 7Q: 3 clusters Score -3796005 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3796878.750000 Penalty: 5071.055664
	Iteration 8F: 3 clusters Score -3796879 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3797933.250000 Penalty: 5071.055664
	Iteration 9F: 3 clusters Score -3797933 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3799100.000000 Penalty: 5071.055664
	Iteration 10F: 3 clusters Score -3799100 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3800230.250000 Penalty: 5071.055664
	Iteration 11F: 3 clusters Score -3800230 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3801179.750000 Penalty: 5071.055664
	Iteration 12Q: 3 clusters Score -3801180 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3801821.000000 Penalty: 5071.055664
	Iteration 13Q: 3 clusters Score -3801821 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3802207.250000 Penalty: 5071.055664
	Iteration 14Q: 3 clusters Score -3802207 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3802423.500000 Penalty: 5071.055664
	Iteration 15Q: 3 clusters Score -3802424 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3802542.750000 Penalty: 5071.055664
	Iteration 16Q: 3 clusters Score -3802543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3802629.000000 Penalty: 5071.055664
	Iteration 17Q: 3 clusters Score -3802629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3802684.750000 Penalty: 5071.055664
	Iteration 18Q: 3 clusters Score -3802685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3802715.750000 Penalty: 5071.055664
	Iteration 19Q: 3 clusters Score -3802716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3802732.750000 Penalty: 5071.055664
	Iteration 20F: 3 clusters Score -3802733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3802746.000000 Penalty: 5071.055664
	Iteration 21Q: 3 clusters Score -3802746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3802757.750000 Penalty: 5071.055664
	Iteration 22Q: 3 clusters Score -3802758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3802760.500000 Penalty: 5071.055664
	Iteration 23Q: 3 clusters Score -3802760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3802764.500000 Penalty: 5071.055664
	Iteration 24Q: 3 clusters Score -3802764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3802766.000000 Penalty: 5071.055664
	Iteration 25Q: 3 clusters Score -3802766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3802766.250000 Penalty: 5071.055664
	Iteration 26Q: 3 clusters Score -3802766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3802766.250000 Penalty: 5071.055664
	Iteration 27F: 3 clusters Score -3802766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Entering Unmasked Estep 
Score: -19286502.000000 Penalty: 2941.095459
	Iteration 0F: 2 clusters Score -1.92865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -19194350.000000 Penalty: 5882.190918
	Iteration 0F: 3 clusters Score -1.919435e+07 nChanged 67439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -19233288.000000 Penalty: 5882.190918
	Iteration 1F: 3 clusters Score -1.923329e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -19234594.000000 Penalty: 5882.190918
	Iteration 2Q: 3 clusters Score -1.923459e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -19237218.000000 Penalty: 5882.190918
	Iteration 3Q: 3 clusters Score -1.923722e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -19242320.000000 Penalty: 5882.190918
	Iteration 4F: 3 clusters Score -1.924232e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -19252028.000000 Penalty: 5882.190918
	Iteration 5F: 3 clusters Score -1.925203e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -19265546.000000 Penalty: 5882.190918
	Iteration 6F: 3 clusters Score -1.926555e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133279 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -19276856.000000 Penalty: 5882.190918
	Iteration 7F: 3 clusters Score -1.927686e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -19281836.000000 Penalty: 5882.190918
	Iteration 8Q: 3 clusters Score -1.928184e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19283282.000000 Penalty: 5882.190918
	Iteration 9Q: 3 clusters Score -1.928328e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141096 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19283596.000000 Penalty: 5882.190918
	Iteration 10Q: 3 clusters Score -1.92836e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19283714.000000 Penalty: 5882.190918
	Iteration 11Q: 3 clusters Score -1.928371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19283776.000000 Penalty: 5882.190918
	Iteration 12Q: 3 clusters Score -1.928378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19283834.000000 Penalty: 5882.190918
	Iteration 13Q: 3 clusters Score -1.928383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19283838.000000 Penalty: 5882.190918
	Iteration 14Q: 3 clusters Score -1.928384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19283854.000000 Penalty: 5882.190918
	Iteration 15Q: 3 clusters Score -1.928385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19283858.000000 Penalty: 5882.190918
	Iteration 16Q: 3 clusters Score -1.928386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19283858.000000 Penalty: 5882.190918
	Iteration 17Q: 3 clusters Score -1.928386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19283856.000000 Penalty: 5882.190918
	Iteration 18Q: 3 clusters Score -1.928386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19283856.000000 Penalty: 5882.190918
	Iteration 19F: 3 clusters Score -1.928386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -599663.750000 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -599663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -595505.312500 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -595505.3 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -596438.812500 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -596438.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -596651.187500 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -596651.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -596802.750000 Penalty: 4166.281250
	Iteration 3F: 3 clusters Score -596802.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -596907.812500 Penalty: 4166.281250
	Iteration 4Q: 3 clusters Score -596907.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -597004.500000 Penalty: 4166.281250
	Iteration 5Q: 3 clusters Score -597004.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -597083.875000 Penalty: 4166.281250
	Iteration 6Q: 3 clusters Score -597083.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -597149.750000 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -597149.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -597225.062500 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -597225.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -597303.187500 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -597303.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -597371.562500 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -597371.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -597429.812500 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -597429.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -597483.062500 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -597483.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -597529.437500 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -597529.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -597575.000000 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -597575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -597613.375000 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -597613.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -597647.312500 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -597647.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -597682.312500 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -597682.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -597712.062500 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -597712.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -597741.687500 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -597741.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -597771.187500 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -597771.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -597795.375000 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -597795.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -597822.312500 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -597822.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -597845.812500 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -597845.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -597865.500000 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -597865.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -597891.187500 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -597891.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -597910.625000 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -597910.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -597929.250000 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -597929.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -597949.437500 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -597949.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -597965.687500 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -597965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -597978.312500 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -597978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -597985.187500 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -597985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -597989.250000 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -597989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -597994.875000 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -597994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -598000.312500 Penalty: 4166.281250
	Iteration 34Q: 3 clusters Score -598000.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -598007.312500 Penalty: 4166.281250
	Iteration 35Q: 3 clusters Score -598007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -598012.812500 Penalty: 4166.281250
	Iteration 36Q: 3 clusters Score -598012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -598015.500000 Penalty: 4166.281250
	Iteration 37Q: 3 clusters Score -598015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -598020.125000 Penalty: 4166.281250
	Iteration 38Q: 3 clusters Score -598020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -598023.687500 Penalty: 4166.281250
	Iteration 39Q: 3 clusters Score -598023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -598026.062500 Penalty: 4166.281250
	Iteration 40F: 3 clusters Score -598026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -598026.750000 Penalty: 4166.281250
	Iteration 41Q: 3 clusters Score -598026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -598028.750000 Penalty: 4166.281250
	Iteration 42Q: 3 clusters Score -598028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -598031.062500 Penalty: 4166.281250
	Iteration 43Q: 3 clusters Score -598031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -598035.500000 Penalty: 4166.281250
	Iteration 44Q: 3 clusters Score -598035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -598038.500000 Penalty: 4166.281250
	Iteration 45Q: 3 clusters Score -598038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -598040.437500 Penalty: 4166.281250
	Iteration 46Q: 3 clusters Score -598040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -598042.187500 Penalty: 4166.281250
	Iteration 47Q: 3 clusters Score -598042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -598042.812500 Penalty: 4166.281250
	Iteration 48Q: 3 clusters Score -598042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -598045.125000 Penalty: 4166.281250
	Iteration 49Q: 3 clusters Score -598045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -598045.937500 Penalty: 4166.281250
	Iteration 50Q: 3 clusters Score -598045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -598046.812500 Penalty: 4166.281250
	Iteration 51Q: 3 clusters Score -598046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -598046.562500 Penalty: 4166.281250
	Iteration 52Q: 3 clusters Score -598046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -598048.500000 Penalty: 4166.281250
	Iteration 53Q: 3 clusters Score -598048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -598048.500000 Penalty: 4166.281250
	Iteration 54F: 3 clusters Score -598048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Entering Unmasked Estep 
Score: -6083497.500000 Penalty: 2670.975586
	Iteration 0F: 2 clusters Score -6083498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -6051375.500000 Penalty: 5341.951172
	Iteration 0F: 3 clusters Score -6051376 nChanged 21962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6063594.000000 Penalty: 5341.951172
	Iteration 1F: 3 clusters Score -6063594 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6064555.500000 Penalty: 5341.951172
	Iteration 2Q: 3 clusters Score -6064556 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6065693.500000 Penalty: 5341.951172
	Iteration 3F: 3 clusters Score -6065694 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -6067157.000000 Penalty: 5341.951172
	Iteration 4F: 3 clusters Score -6067157 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -6068892.000000 Penalty: 5341.951172
	Iteration 5F: 3 clusters Score -6068892 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6070704.000000 Penalty: 5341.951172
	Iteration 6F: 3 clusters Score -6070704 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6072278.500000 Penalty: 5341.951172
	Iteration 7F: 3 clusters Score -6072278 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6073675.000000 Penalty: 5341.951172
	Iteration 8Q: 3 clusters Score -6073675 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -6074795.500000 Penalty: 5341.951172
	Iteration 9Q: 3 clusters Score -6074796 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -6075679.000000 Penalty: 5341.951172
	Iteration 10Q: 3 clusters Score -6075679 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -6076349.000000 Penalty: 5341.951172
	Iteration 11Q: 3 clusters Score -6076349 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -6076868.000000 Penalty: 5341.951172
	Iteration 12Q: 3 clusters Score -6076868 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -6077351.500000 Penalty: 5341.951172
	Iteration 13Q: 3 clusters Score -6077352 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -6077841.500000 Penalty: 5341.951172
	Iteration 14Q: 3 clusters Score -6077842 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -6078379.500000 Penalty: 5341.951172
	Iteration 15Q: 3 clusters Score -6078380 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -6078844.000000 Penalty: 5341.951172
	Iteration 16Q: 3 clusters Score -6078844 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6079321.000000 Penalty: 5341.951172
	Iteration 17Q: 3 clusters Score -6079321 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6079722.500000 Penalty: 5341.951172
	Iteration 18Q: 3 clusters Score -6079722 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -6080128.000000 Penalty: 5341.951172
	Iteration 19Q: 3 clusters Score -6080128 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6080450.500000 Penalty: 5341.951172
	Iteration 20F: 3 clusters Score -6080450 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6080747.000000 Penalty: 5341.951172
	Iteration 21Q: 3 clusters Score -6080747 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6080969.500000 Penalty: 5341.951172
	Iteration 22Q: 3 clusters Score -6080970 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6081152.000000 Penalty: 5341.951172
	Iteration 23Q: 3 clusters Score -6081152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6081288.000000 Penalty: 5341.951172
	Iteration 24Q: 3 clusters Score -6081288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -6081386.500000 Penalty: 5341.951172
	Iteration 25Q: 3 clusters Score -6081386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6081433.000000 Penalty: 5341.951172
	Iteration 26Q: 3 clusters Score -6081433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6081509.500000 Penalty: 5341.951172
	Iteration 27Q: 3 clusters Score -6081510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6081576.000000 Penalty: 5341.951172
	Iteration 28Q: 3 clusters Score -6081576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -6081603.500000 Penalty: 5341.951172
	Iteration 29Q: 3 clusters Score -6081604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6081651.000000 Penalty: 5341.951172
	Iteration 30Q: 3 clusters Score -6081651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -6081664.500000 Penalty: 5341.951172
	Iteration 31Q: 3 clusters Score -6081664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6081690.500000 Penalty: 5341.951172
	Iteration 32Q: 3 clusters Score -6081690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6081698.000000 Penalty: 5341.951172
	Iteration 33Q: 3 clusters Score -6081698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6081721.000000 Penalty: 5341.951172
	Iteration 34Q: 3 clusters Score -6081721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -6081726.000000 Penalty: 5341.951172
	Iteration 35Q: 3 clusters Score -6081726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6081743.000000 Penalty: 5341.951172
	Iteration 36Q: 3 clusters Score -6081743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6081735.500000 Penalty: 5341.951172
	Iteration 37Q: 3 clusters Score -6081736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6081737.000000 Penalty: 5341.951172
	Iteration 38Q: 3 clusters Score -6081737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6081740.000000 Penalty: 5341.951172
	Iteration 39Q: 3 clusters Score -6081740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -6081749.500000 Penalty: 5341.951172
	Iteration 40F: 3 clusters Score -6081750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6081756.000000 Penalty: 5341.951172
	Iteration 41Q: 3 clusters Score -6081756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6081765.500000 Penalty: 5341.951172
	Iteration 42Q: 3 clusters Score -6081766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6081767.000000 Penalty: 5341.951172
	Iteration 43Q: 3 clusters Score -6081767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6081777.000000 Penalty: 5341.951172
	Iteration 44Q: 3 clusters Score -6081777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6081784.000000 Penalty: 5341.951172
	Iteration 45Q: 3 clusters Score -6081784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -6081781.500000 Penalty: 5341.951172
	Iteration 46Q: 3 clusters Score -6081782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6081783.000000 Penalty: 5341.951172
	Iteration 47Q: 3 clusters Score -6081783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -6081782.500000 Penalty: 5341.951172
	Iteration 48Q: 3 clusters Score -6081782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6081785.000000 Penalty: 5341.951172
	Iteration 49Q: 3 clusters Score -6081785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6081784.500000 Penalty: 5341.951172
	Iteration 50Q: 3 clusters Score -6081784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6081783.500000 Penalty: 5341.951172
	Iteration 51Q: 3 clusters Score -6081784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6081783.500000 Penalty: 5341.951172
	Iteration 52F: 3 clusters Score -6081784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -130772.851562 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -130772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128820.343750 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -128820.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129293.734375 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -129293.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129568.109375 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -129568.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129828.765625 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -129828.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130188.093750 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -130188.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130490.750000 Penalty: 3453.742188
	Iteration 5F: 3 clusters Score -130490.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -130584.109375 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -130584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130630.585938 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -130630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -130663.125000 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -130663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -130687.476562 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -130687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -130697.078125 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -130697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -130712.968750 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -130713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -130725.343750 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -130725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -130740.734375 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -130740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130749.906250 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -130749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -130755.921875 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -130755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -130763.984375 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -130764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -130767.710938 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -130767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -130772.906250 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -130772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -130774.664062 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -130774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -130779.312500 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -130779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -130784.906250 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -130784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130791.132812 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -130791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130791.132812 Penalty: 3453.742188
	Iteration 23F: 3 clusters Score -130791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48336 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12226 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231317 members 
Mstep: Class 33 contains 895 members 
Mstep: Class 34 contains 305 members 
Entering Unmasked Estep 
Score: -134145528.000000 Penalty: 116579.203125
Splitting cluster 5 changes total score from -134147224.000000 to -134145528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Entering Unmasked Estep 
Score: -2399234.000000 Penalty: 2420.571045
	Iteration 0F: 2 clusters Score -2399234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2386876.250000 Penalty: 4841.142090
	Iteration 0F: 3 clusters Score -2386876 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2390871.250000 Penalty: 4841.142090
	Iteration 1F: 3 clusters Score -2390871 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2391233.000000 Penalty: 4841.142090
	Iteration 2F: 3 clusters Score -2391233 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2391553.500000 Penalty: 4841.142090
	Iteration 3Q: 3 clusters Score -2391554 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2391820.000000 Penalty: 4841.142090
	Iteration 4Q: 3 clusters Score -2391820 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2392084.750000 Penalty: 4841.142090
	Iteration 5Q: 3 clusters Score -2392085 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2392377.250000 Penalty: 4841.142090
	Iteration 6Q: 3 clusters Score -2392377 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2392759.000000 Penalty: 4841.142090
	Iteration 7Q: 3 clusters Score -2392759 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2393180.250000 Penalty: 4841.142090
	Iteration 8Q: 3 clusters Score -2393180 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2393642.000000 Penalty: 4841.142090
	Iteration 9Q: 3 clusters Score -2393642 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2394129.000000 Penalty: 4841.142090
	Iteration 10Q: 3 clusters Score -2394129 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2394712.500000 Penalty: 4841.142090
	Iteration 11Q: 3 clusters Score -2394712 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2395350.000000 Penalty: 4841.142090
	Iteration 12Q: 3 clusters Score -2395350 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2395858.750000 Penalty: 4841.142090
	Iteration 13Q: 3 clusters Score -2395859 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2396236.750000 Penalty: 4841.142090
	Iteration 14Q: 3 clusters Score -2396237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2396539.000000 Penalty: 4841.142090
	Iteration 15Q: 3 clusters Score -2396539 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2396716.750000 Penalty: 4841.142090
	Iteration 16Q: 3 clusters Score -2396717 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2396823.000000 Penalty: 4841.142090
	Iteration 17Q: 3 clusters Score -2396823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2396891.750000 Penalty: 4841.142090
	Iteration 18Q: 3 clusters Score -2396892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2396941.000000 Penalty: 4841.142090
	Iteration 19Q: 3 clusters Score -2396941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2396987.000000 Penalty: 4841.142090
	Iteration 20F: 3 clusters Score -2396987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2397018.250000 Penalty: 4841.142090
	Iteration 21Q: 3 clusters Score -2397018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2397047.500000 Penalty: 4841.142090
	Iteration 22Q: 3 clusters Score -2397048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2397060.750000 Penalty: 4841.142090
	Iteration 23Q: 3 clusters Score -2397061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2397085.000000 Penalty: 4841.142090
	Iteration 24Q: 3 clusters Score -2397085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2397099.500000 Penalty: 4841.142090
	Iteration 25Q: 3 clusters Score -2397100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2397107.000000 Penalty: 4841.142090
	Iteration 26Q: 3 clusters Score -2397107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2397113.000000 Penalty: 4841.142090
	Iteration 27Q: 3 clusters Score -2397113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2397128.750000 Penalty: 4841.142090
	Iteration 28Q: 3 clusters Score -2397129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2397145.000000 Penalty: 4841.142090
	Iteration 29Q: 3 clusters Score -2397145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2397156.500000 Penalty: 4841.142090
	Iteration 30Q: 3 clusters Score -2397156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2397168.500000 Penalty: 4841.142090
	Iteration 31Q: 3 clusters Score -2397168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2397169.000000 Penalty: 4841.142090
	Iteration 32Q: 3 clusters Score -2397169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2397172.500000 Penalty: 4841.142090
	Iteration 33Q: 3 clusters Score -2397172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2397172.750000 Penalty: 4841.142090
	Iteration 34Q: 3 clusters Score -2397173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2397180.750000 Penalty: 4841.142090
	Iteration 35Q: 3 clusters Score -2397181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2397184.250000 Penalty: 4841.142090
	Iteration 36Q: 3 clusters Score -2397184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2397187.000000 Penalty: 4841.142090
	Iteration 37Q: 3 clusters Score -2397187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2397186.500000 Penalty: 4841.142090
	Iteration 38Q: 3 clusters Score -2397186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2397186.500000 Penalty: 4841.142090
	Iteration 39Q: 3 clusters Score -2397186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2397185.250000 Penalty: 4841.142090
	Iteration 40F: 3 clusters Score -2397185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2397185.500000 Penalty: 4841.142090
	Iteration 41Q: 3 clusters Score -2397186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2397190.250000 Penalty: 4841.142090
	Iteration 42Q: 3 clusters Score -2397190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2397192.500000 Penalty: 4841.142090
	Iteration 43Q: 3 clusters Score -2397192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2397193.500000 Penalty: 4841.142090
	Iteration 44Q: 3 clusters Score -2397194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2397198.250000 Penalty: 4841.142090
	Iteration 45Q: 3 clusters Score -2397198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2397199.250000 Penalty: 4841.142090
	Iteration 46Q: 3 clusters Score -2397199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2397200.000000 Penalty: 4841.142090
	Iteration 47Q: 3 clusters Score -2397200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2397200.000000 Penalty: 4841.142090
	Iteration 48F: 3 clusters Score -2397200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1080217.750000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1080218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1073611.375000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1073611 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1075400.125000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1075400 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1075638.125000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1075638 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1075787.250000 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -1075787 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1075901.250000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -1075901 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1075989.750000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -1075990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1076058.750000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -1076059 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1076122.250000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -1076122 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1076179.750000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -1076180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1076242.125000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1076242 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1076333.125000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1076333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1076424.000000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1076424 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1076520.625000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1076521 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1076614.875000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1076615 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1076711.000000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1076711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1076810.125000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1076810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1076910.750000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1076911 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1077025.375000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1077025 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1077148.750000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1077149 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1077277.750000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1077278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1077388.375000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1077388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1077508.125000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1077508 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1077603.875000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1077604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1077693.500000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1077694 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1077759.500000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1077760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1077813.250000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1077813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1077863.250000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1077863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1077908.625000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1077909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1077962.625000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1077963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1078012.750000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1078013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1078052.875000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1078053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1078093.125000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1078093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1078130.625000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1078131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1078164.375000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1078164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1078179.125000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1078179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1078193.625000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1078194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1078205.750000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1078206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1078215.125000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -1078215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1078223.000000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -1078223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1078234.500000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -1078234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1078237.625000 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -1078238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1078241.750000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -1078242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1078243.750000 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -1078244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1078248.750000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -1078249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1078251.750000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -1078252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1078254.000000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -1078254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1078256.125000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -1078256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1078257.375000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -1078257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1078259.125000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -1078259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1078260.375000 Penalty: 4479.719727
	Iteration 49Q: 3 clusters Score -1078260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1078264.250000 Penalty: 4479.719727
	Iteration 50Q: 3 clusters Score -1078264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1078268.750000 Penalty: 4479.719727
	Iteration 51Q: 3 clusters Score -1078269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1078269.750000 Penalty: 4479.719727
	Iteration 52Q: 3 clusters Score -1078270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1078269.375000 Penalty: 4479.719727
	Iteration 53Q: 3 clusters Score -1078269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1078269.250000 Penalty: 4479.719727
	Iteration 54Q: 3 clusters Score -1078269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1078269.250000 Penalty: 4479.719727
	Iteration 55F: 3 clusters Score -1078269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1147798.375000 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1147798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1141177.750000 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1141178 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1143058.875000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1143059 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1143431.250000 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1143431 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1143697.250000 Penalty: 4484.851562
	Iteration 3F: 3 clusters Score -1143697 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1143910.625000 Penalty: 4484.851562
	Iteration 4Q: 3 clusters Score -1143911 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1144079.500000 Penalty: 4484.851562
	Iteration 5Q: 3 clusters Score -1144080 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1144219.125000 Penalty: 4484.851562
	Iteration 6Q: 3 clusters Score -1144219 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1144357.250000 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1144357 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1144499.500000 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1144500 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1144613.250000 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1144613 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1144743.750000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1144744 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1144870.500000 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1144870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1144980.750000 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1144981 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1145102.375000 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1145102 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1145226.625000 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1145227 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1145334.250000 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1145334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1145436.750000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1145437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1145524.000000 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1145524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1145585.750000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1145586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1145637.750000 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1145638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1145680.500000 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1145680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1145728.250000 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1145728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1145771.125000 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1145771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1145805.875000 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1145806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1145831.000000 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1145831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1145853.875000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1145854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1145866.750000 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1145867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1145889.625000 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1145890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1145900.125000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1145900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1145906.000000 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1145906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1145910.000000 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1145910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1145915.250000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1145915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1145920.625000 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1145921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1145926.125000 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1145926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1145928.375000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1145928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1145932.500000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1145932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1145938.500000 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1145938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1145939.625000 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1145940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1145941.250000 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1145941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1145942.000000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1145942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1145942.000000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1145942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -809579.562500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -809579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -804266.750000 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -804266.8 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -805634.812500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -805634.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -805872.562500 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -805872.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -806055.562500 Penalty: 4339.709961
	Iteration 3Q: 3 clusters Score -806055.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -806239.312500 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -806239.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -806424.125000 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -806424.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -806593.187500 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -806593.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -806717.875000 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -806717.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -806822.125000 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -806822.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -806892.937500 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -806892.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -806949.437500 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -806949.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -806990.750000 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -806990.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -807025.000000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -807025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -807054.312500 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -807054.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -807089.312500 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -807089.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -807116.250000 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -807116.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -807136.687500 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -807136.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -807155.125000 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -807155.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -807171.812500 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -807171.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -807185.562500 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -807185.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -807199.000000 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -807199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -807209.750000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -807209.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -807223.937500 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -807223.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -807230.875000 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -807230.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -807237.687500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -807237.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -807246.375000 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -807246.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -807254.500000 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -807254.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -807262.250000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -807262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -807272.875000 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -807272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -807276.687500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -807276.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -807286.812500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -807286.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -807292.750000 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -807292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -807298.250000 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -807298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -807302.812500 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -807302.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -807307.312500 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -807307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -807315.312500 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -807315.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -807322.375000 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -807322.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -807329.187500 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -807329.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -807333.437500 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -807333.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -807342.125000 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -807342.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -807347.687500 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -807347.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -807353.062500 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -807353.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -807362.062500 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -807362.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -807371.000000 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -807371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -807387.062500 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -807387.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -807407.812500 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -807407.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -807439.437500 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -807439.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -807483.187500 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -807483.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -807538.000000 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -807538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -807582.000000 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -807582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -807634.750000 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -807634.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -807708.437500 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -807708.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -807776.250000 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -807776.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -807825.187500 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -807825.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -807886.375000 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -807886.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -807952.437500 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -807952.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -807999.937500 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -807999.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -808026.937500 Penalty: 4339.709961
	Iteration 57Q: 3 clusters Score -808026.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -808048.000000 Penalty: 4339.709961
	Iteration 58Q: 3 clusters Score -808048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -808065.875000 Penalty: 4339.709961
	Iteration 59Q: 3 clusters Score -808065.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -808079.187500 Penalty: 4339.709961
	Iteration 60F: 3 clusters Score -808079.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -808083.812500 Penalty: 4339.709961
	Iteration 61Q: 3 clusters Score -808083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -808087.312500 Penalty: 4339.709961
	Iteration 62Q: 3 clusters Score -808087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -808093.812500 Penalty: 4339.709961
	Iteration 63Q: 3 clusters Score -808093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -808095.687500 Penalty: 4339.709961
	Iteration 64Q: 3 clusters Score -808095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -808099.000000 Penalty: 4339.709961
	Iteration 65Q: 3 clusters Score -808099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -808097.750000 Penalty: 4339.709961
	Iteration 66Q: 3 clusters Score -808097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -808098.937500 Penalty: 4339.709961
	Iteration 67Q: 3 clusters Score -808098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -808100.812500 Penalty: 4339.709961
	Iteration 68Q: 3 clusters Score -808100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -808100.687500 Penalty: 4339.709961
	Iteration 69Q: 3 clusters Score -808100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -808101.062500 Penalty: 4339.709961
	Iteration 70Q: 3 clusters Score -808101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -808101.250000 Penalty: 4339.709961
	Iteration 71Q: 3 clusters Score -808101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -808102.125000 Penalty: 4339.709961
	Iteration 72Q: 3 clusters Score -808102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -808101.812500 Penalty: 4339.709961
	Iteration 73Q: 3 clusters Score -808101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -808101.812500 Penalty: 4339.709961
	Iteration 74F: 3 clusters Score -808101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154215.078125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152142.171875 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152142.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152434.031250 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -152434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152503.640625 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -152503.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152537.031250 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -152537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152547.031250 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -152547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152551.734375 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -152551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152564.984375 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -152565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152574.828125 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -152574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152582.000000 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -152582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152585.515625 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -152585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152588.765625 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -152588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152593.171875 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -152593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152599.328125 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -152599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152606.687500 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -152606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152609.687500 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -152609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152609.687500 Penalty: 3491.236572
	Iteration 15F: 3 clusters Score -152609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1103552.250000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -1103552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1096585.750000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -1096586 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1098803.125000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -1098803 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1099383.250000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -1099383 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1100043.000000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -1100043 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1100698.125000 Penalty: 4503.286621
	Iteration 4F: 3 clusters Score -1100698 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1101309.000000 Penalty: 4503.286621
	Iteration 5F: 3 clusters Score -1101309 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1101807.375000 Penalty: 4503.286621
	Iteration 6F: 3 clusters Score -1101807 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1102121.250000 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -1102121 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1102271.375000 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -1102271 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1102357.875000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -1102358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1102407.000000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -1102407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1102442.000000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -1102442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1102456.375000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -1102456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1102467.875000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -1102468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1102476.625000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -1102477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1102476.000000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -1102476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1102480.000000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -1102480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1102485.250000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -1102485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1102483.500000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -1102484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1102481.250000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -1102481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1102486.250000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -1102486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1102487.750000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -1102488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1102490.125000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -1102490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1102488.750000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -1102489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1102490.750000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -1102491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1102493.500000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -1102494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1102493.500000 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -1102494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1102492.250000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -1102492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1102494.500000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -1102494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1102495.250000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -1102495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1102497.625000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -1102498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1102496.125000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -1102496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1102496.125000 Penalty: 4503.286621
	Iteration 32F: 3 clusters Score -1102496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Entering Unmasked Estep 
Score: -15369223.000000 Penalty: 2887.567627
	Iteration 0F: 2 clusters Score -1.536922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -15293328.000000 Penalty: 5775.135254
	Iteration 0F: 3 clusters Score -1.529333e+07 nChanged 54118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -15324131.000000 Penalty: 5775.135254
	Iteration 1F: 3 clusters Score -1.532413e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -15324829.000000 Penalty: 5775.135254
	Iteration 2Q: 3 clusters Score -1.532483e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -15325717.000000 Penalty: 5775.135254
	Iteration 3Q: 3 clusters Score -1.532572e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -15326558.000000 Penalty: 5775.135254
	Iteration 4Q: 3 clusters Score -1.532656e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -15327733.000000 Penalty: 5775.135254
	Iteration 5Q: 3 clusters Score -1.532773e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -15329382.000000 Penalty: 5775.135254
	Iteration 6Q: 3 clusters Score -1.532938e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -15331506.000000 Penalty: 5775.135254
	Iteration 7Q: 3 clusters Score -1.533151e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -15334742.000000 Penalty: 5775.135254
	Iteration 8F: 3 clusters Score -1.533474e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -15338994.000000 Penalty: 5775.135254
	Iteration 9F: 3 clusters Score -1.533899e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -15344069.000000 Penalty: 5775.135254
	Iteration 10F: 3 clusters Score -1.534407e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -15349815.000000 Penalty: 5775.135254
	Iteration 11F: 3 clusters Score -1.534982e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -15355412.000000 Penalty: 5775.135254
	Iteration 12F: 3 clusters Score -1.535541e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -15360456.000000 Penalty: 5775.135254
	Iteration 13Q: 3 clusters Score -1.536046e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -15363838.000000 Penalty: 5775.135254
	Iteration 14Q: 3 clusters Score -1.536384e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -15365406.000000 Penalty: 5775.135254
	Iteration 15Q: 3 clusters Score -1.536541e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -15366096.000000 Penalty: 5775.135254
	Iteration 16Q: 3 clusters Score -1.53661e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -15366403.000000 Penalty: 5775.135254
	Iteration 17Q: 3 clusters Score -1.53664e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -15366497.000000 Penalty: 5775.135254
	Iteration 18Q: 3 clusters Score -1.53665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -15366571.000000 Penalty: 5775.135254
	Iteration 19Q: 3 clusters Score -1.536657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -15366603.000000 Penalty: 5775.135254
	Iteration 20F: 3 clusters Score -1.53666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -15366628.000000 Penalty: 5775.135254
	Iteration 21Q: 3 clusters Score -1.536663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -15366662.000000 Penalty: 5775.135254
	Iteration 22Q: 3 clusters Score -1.536666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -15366662.000000 Penalty: 5775.135254
	Iteration 23Q: 3 clusters Score -1.536666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -15366658.000000 Penalty: 5775.135254
	Iteration 24Q: 3 clusters Score -1.536666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15366663.000000 Penalty: 5775.135254
	Iteration 25Q: 3 clusters Score -1.536666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -15366662.000000 Penalty: 5775.135254
	Iteration 26Q: 3 clusters Score -1.536666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15366666.000000 Penalty: 5775.135254
	Iteration 27Q: 3 clusters Score -1.536667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -15366664.000000 Penalty: 5775.135254
	Iteration 28Q: 3 clusters Score -1.536666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15366666.000000 Penalty: 5775.135254
	Iteration 29Q: 3 clusters Score -1.536667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15366666.000000 Penalty: 5775.135254
	Iteration 30F: 3 clusters Score -1.536667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Entering Unmasked Estep 
Score: -12092006.000000 Penalty: 2826.282715
	Iteration 0F: 2 clusters Score -1.209201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -12032439.000000 Penalty: 5652.565430
	Iteration 0F: 3 clusters Score -1.203244e+07 nChanged 41873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -12055748.000000 Penalty: 5652.565430
	Iteration 1F: 3 clusters Score -1.205575e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -12056291.000000 Penalty: 5652.565430
	Iteration 2Q: 3 clusters Score -1.205629e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -12056706.000000 Penalty: 5652.565430
	Iteration 3Q: 3 clusters Score -1.205671e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -12057291.000000 Penalty: 5652.565430
	Iteration 4Q: 3 clusters Score -1.205729e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -12058295.000000 Penalty: 5652.565430
	Iteration 5Q: 3 clusters Score -1.20583e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -12059947.000000 Penalty: 5652.565430
	Iteration 6Q: 3 clusters Score -1.205995e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -12062966.000000 Penalty: 5652.565430
	Iteration 7F: 3 clusters Score -1.206297e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -12068316.000000 Penalty: 5652.565430
	Iteration 8F: 3 clusters Score -1.206832e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -12075847.000000 Penalty: 5652.565430
	Iteration 9F: 3 clusters Score -1.207585e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -12082924.000000 Penalty: 5652.565430
	Iteration 10F: 3 clusters Score -1.208292e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -12086946.000000 Penalty: 5652.565430
	Iteration 11Q: 3 clusters Score -1.208695e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12088459.000000 Penalty: 5652.565430
	Iteration 12Q: 3 clusters Score -1.208846e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12089057.000000 Penalty: 5652.565430
	Iteration 13Q: 3 clusters Score -1.208906e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12089316.000000 Penalty: 5652.565430
	Iteration 14Q: 3 clusters Score -1.208932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12089402.000000 Penalty: 5652.565430
	Iteration 15Q: 3 clusters Score -1.20894e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12089480.000000 Penalty: 5652.565430
	Iteration 16Q: 3 clusters Score -1.208948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12089502.000000 Penalty: 5652.565430
	Iteration 17Q: 3 clusters Score -1.20895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12089542.000000 Penalty: 5652.565430
	Iteration 18Q: 3 clusters Score -1.208954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12089557.000000 Penalty: 5652.565430
	Iteration 19Q: 3 clusters Score -1.208956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12089566.000000 Penalty: 5652.565430
	Iteration 20F: 3 clusters Score -1.208957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12089566.000000 Penalty: 5652.565430
	Iteration 21Q: 3 clusters Score -1.208957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12089568.000000 Penalty: 5652.565430
	Iteration 22Q: 3 clusters Score -1.208957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12089585.000000 Penalty: 5652.565430
	Iteration 23Q: 3 clusters Score -1.208958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12089591.000000 Penalty: 5652.565430
	Iteration 24Q: 3 clusters Score -1.208959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12089603.000000 Penalty: 5652.565430
	Iteration 25Q: 3 clusters Score -1.20896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12089609.000000 Penalty: 5652.565430
	Iteration 26Q: 3 clusters Score -1.208961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12089605.000000 Penalty: 5652.565430
	Iteration 27Q: 3 clusters Score -1.20896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12089608.000000 Penalty: 5652.565430
	Iteration 28Q: 3 clusters Score -1.208961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12089610.000000 Penalty: 5652.565430
	Iteration 29Q: 3 clusters Score -1.208961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12089615.000000 Penalty: 5652.565430
	Iteration 30Q: 3 clusters Score -1.208962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12089628.000000 Penalty: 5652.565430
	Iteration 31Q: 3 clusters Score -1.208963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12089623.000000 Penalty: 5652.565430
	Iteration 32Q: 3 clusters Score -1.208962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12089623.000000 Penalty: 5652.565430
	Iteration 33F: 3 clusters Score -1.208962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Entering Unmasked Estep 
Score: -10184262.000000 Penalty: 2788.089600
	Iteration 0F: 2 clusters Score -1.018426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -10133217.000000 Penalty: 5576.179199
	Iteration 0F: 3 clusters Score -1.013322e+07 nChanged 35689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -10153367.000000 Penalty: 5576.179199
	Iteration 1F: 3 clusters Score -1.015337e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10153985.000000 Penalty: 5576.179199
	Iteration 2Q: 3 clusters Score -1.015398e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -10154764.000000 Penalty: 5576.179199
	Iteration 3Q: 3 clusters Score -1.015476e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -10155762.000000 Penalty: 5576.179199
	Iteration 4Q: 3 clusters Score -1.015576e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -10157439.000000 Penalty: 5576.179199
	Iteration 5Q: 3 clusters Score -1.015744e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -10160051.000000 Penalty: 5576.179199
	Iteration 6F: 3 clusters Score -1.016005e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10163870.000000 Penalty: 5576.179199
	Iteration 7F: 3 clusters Score -1.016387e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -10168832.000000 Penalty: 5576.179199
	Iteration 8F: 3 clusters Score -1.016883e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -10173772.000000 Penalty: 5576.179199
	Iteration 9F: 3 clusters Score -1.017377e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -10177753.000000 Penalty: 5576.179199
	Iteration 10F: 3 clusters Score -1.017775e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -10179991.000000 Penalty: 5576.179199
	Iteration 11Q: 3 clusters Score -1.017999e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -10180943.000000 Penalty: 5576.179199
	Iteration 12Q: 3 clusters Score -1.018094e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -10181389.000000 Penalty: 5576.179199
	Iteration 13Q: 3 clusters Score -1.018139e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -10181523.000000 Penalty: 5576.179199
	Iteration 14Q: 3 clusters Score -1.018152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -10181613.000000 Penalty: 5576.179199
	Iteration 15Q: 3 clusters Score -1.018161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -10181654.000000 Penalty: 5576.179199
	Iteration 16Q: 3 clusters Score -1.018165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -10181688.000000 Penalty: 5576.179199
	Iteration 17Q: 3 clusters Score -1.018169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -10181716.000000 Penalty: 5576.179199
	Iteration 18Q: 3 clusters Score -1.018172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -10181732.000000 Penalty: 5576.179199
	Iteration 19Q: 3 clusters Score -1.018173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10181755.000000 Penalty: 5576.179199
	Iteration 20F: 3 clusters Score -1.018176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10181764.000000 Penalty: 5576.179199
	Iteration 21Q: 3 clusters Score -1.018176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -10181766.000000 Penalty: 5576.179199
	Iteration 22Q: 3 clusters Score -1.018177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -10181769.000000 Penalty: 5576.179199
	Iteration 23Q: 3 clusters Score -1.018177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -10181765.000000 Penalty: 5576.179199
	Iteration 24Q: 3 clusters Score -1.018176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -10181777.000000 Penalty: 5576.179199
	Iteration 25Q: 3 clusters Score -1.018178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -10181784.000000 Penalty: 5576.179199
	Iteration 26Q: 3 clusters Score -1.018178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -10181781.000000 Penalty: 5576.179199
	Iteration 27Q: 3 clusters Score -1.018178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -10181785.000000 Penalty: 5576.179199
	Iteration 28Q: 3 clusters Score -1.018178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -10181794.000000 Penalty: 5576.179199
	Iteration 29Q: 3 clusters Score -1.018179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -10181803.000000 Penalty: 5576.179199
	Iteration 30Q: 3 clusters Score -1.01818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -10181806.000000 Penalty: 5576.179199
	Iteration 31Q: 3 clusters Score -1.018181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -10181799.000000 Penalty: 5576.179199
	Iteration 32Q: 3 clusters Score -1.01818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -10181799.000000 Penalty: 5576.179199
	Iteration 33F: 3 clusters Score -1.01818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Entering Unmasked Estep 
Score: -951639.687500 Penalty: 2207.606445
	Iteration 0F: 2 clusters Score -951639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -945648.687500 Penalty: 4415.212891
	Iteration 0F: 3 clusters Score -945648.7 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -947231.312500 Penalty: 4415.212891
	Iteration 1F: 3 clusters Score -947231.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -947611.500000 Penalty: 4415.212891
	Iteration 2F: 3 clusters Score -947611.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -947958.687500 Penalty: 4415.212891
	Iteration 3F: 3 clusters Score -947958.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -948307.625000 Penalty: 4415.212891
	Iteration 4F: 3 clusters Score -948307.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -948771.937500 Penalty: 4415.212891
	Iteration 5F: 3 clusters Score -948771.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -949243.375000 Penalty: 4415.212891
	Iteration 6F: 3 clusters Score -949243.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -949690.812500 Penalty: 4415.212891
	Iteration 7F: 3 clusters Score -949690.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -950034.437500 Penalty: 4415.212891
	Iteration 8F: 3 clusters Score -950034.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -950236.562500 Penalty: 4415.212891
	Iteration 9Q: 3 clusters Score -950236.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -950375.875000 Penalty: 4415.212891
	Iteration 10Q: 3 clusters Score -950375.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -950449.750000 Penalty: 4415.212891
	Iteration 11Q: 3 clusters Score -950449.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -950488.125000 Penalty: 4415.212891
	Iteration 12Q: 3 clusters Score -950488.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -950519.437500 Penalty: 4415.212891
	Iteration 13Q: 3 clusters Score -950519.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -950540.375000 Penalty: 4415.212891
	Iteration 14Q: 3 clusters Score -950540.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -950553.125000 Penalty: 4415.212891
	Iteration 15Q: 3 clusters Score -950553.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -950560.750000 Penalty: 4415.212891
	Iteration 16Q: 3 clusters Score -950560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -950566.062500 Penalty: 4415.212891
	Iteration 17Q: 3 clusters Score -950566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -950572.500000 Penalty: 4415.212891
	Iteration 18Q: 3 clusters Score -950572.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -950578.125000 Penalty: 4415.212891
	Iteration 19Q: 3 clusters Score -950578.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -950581.375000 Penalty: 4415.212891
	Iteration 20F: 3 clusters Score -950581.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -950587.375000 Penalty: 4415.212891
	Iteration 21Q: 3 clusters Score -950587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -950591.562500 Penalty: 4415.212891
	Iteration 22Q: 3 clusters Score -950591.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -950592.875000 Penalty: 4415.212891
	Iteration 23Q: 3 clusters Score -950592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -950595.937500 Penalty: 4415.212891
	Iteration 24Q: 3 clusters Score -950595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -950598.875000 Penalty: 4415.212891
	Iteration 25Q: 3 clusters Score -950598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -950601.687500 Penalty: 4415.212891
	Iteration 26Q: 3 clusters Score -950601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -950603.812500 Penalty: 4415.212891
	Iteration 27Q: 3 clusters Score -950603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -950600.937500 Penalty: 4415.212891
	Iteration 28Q: 3 clusters Score -950600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -950602.250000 Penalty: 4415.212891
	Iteration 29Q: 3 clusters Score -950602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -950602.062500 Penalty: 4415.212891
	Iteration 30Q: 3 clusters Score -950602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -950602.187500 Penalty: 4415.212891
	Iteration 31Q: 3 clusters Score -950602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -950602.000000 Penalty: 4415.212891
	Iteration 32Q: 3 clusters Score -950602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -950602.000000 Penalty: 4415.212891
	Iteration 33F: 3 clusters Score -950602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Entering Unmasked Estep 
Score: -6639622.000000 Penalty: 2674.911133
	Iteration 0F: 2 clusters Score -6639622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -6606969.000000 Penalty: 5349.822266
	Iteration 0F: 3 clusters Score -6606969 nChanged 22331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -6619471.500000 Penalty: 5349.822266
	Iteration 1F: 3 clusters Score -6619472 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6620106.000000 Penalty: 5349.822266
	Iteration 2Q: 3 clusters Score -6620106 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -6620734.500000 Penalty: 5349.822266
	Iteration 3Q: 3 clusters Score -6620734 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -6621594.500000 Penalty: 5349.822266
	Iteration 4Q: 3 clusters Score -6621594 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6622926.500000 Penalty: 5349.822266
	Iteration 5Q: 3 clusters Score -6622926 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -6625102.000000 Penalty: 5349.822266
	Iteration 6F: 3 clusters Score -6625102 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -6627789.000000 Penalty: 5349.822266
	Iteration 7F: 3 clusters Score -6627789 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6630632.500000 Penalty: 5349.822266
	Iteration 8F: 3 clusters Score -6630632 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6632863.500000 Penalty: 5349.822266
	Iteration 9F: 3 clusters Score -6632864 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6634324.500000 Penalty: 5349.822266
	Iteration 10Q: 3 clusters Score -6634324 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -6635307.000000 Penalty: 5349.822266
	Iteration 11Q: 3 clusters Score -6635307 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6635891.000000 Penalty: 5349.822266
	Iteration 12Q: 3 clusters Score -6635891 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6636310.000000 Penalty: 5349.822266
	Iteration 13Q: 3 clusters Score -6636310 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6636626.000000 Penalty: 5349.822266
	Iteration 14Q: 3 clusters Score -6636626 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6636817.000000 Penalty: 5349.822266
	Iteration 15Q: 3 clusters Score -6636817 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6636973.000000 Penalty: 5349.822266
	Iteration 16Q: 3 clusters Score -6636973 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6637069.000000 Penalty: 5349.822266
	Iteration 17Q: 3 clusters Score -6637069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6637129.500000 Penalty: 5349.822266
	Iteration 18Q: 3 clusters Score -6637130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6637179.500000 Penalty: 5349.822266
	Iteration 19Q: 3 clusters Score -6637180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6637234.500000 Penalty: 5349.822266
	Iteration 20F: 3 clusters Score -6637234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6637263.000000 Penalty: 5349.822266
	Iteration 21Q: 3 clusters Score -6637263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6637285.000000 Penalty: 5349.822266
	Iteration 22Q: 3 clusters Score -6637285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6637299.500000 Penalty: 5349.822266
	Iteration 23Q: 3 clusters Score -6637300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6637321.000000 Penalty: 5349.822266
	Iteration 24Q: 3 clusters Score -6637321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6637324.000000 Penalty: 5349.822266
	Iteration 25Q: 3 clusters Score -6637324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6637333.000000 Penalty: 5349.822266
	Iteration 26Q: 3 clusters Score -6637333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6637345.000000 Penalty: 5349.822266
	Iteration 27Q: 3 clusters Score -6637345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6637356.500000 Penalty: 5349.822266
	Iteration 28Q: 3 clusters Score -6637356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6637371.000000 Penalty: 5349.822266
	Iteration 29Q: 3 clusters Score -6637371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6637372.000000 Penalty: 5349.822266
	Iteration 30Q: 3 clusters Score -6637372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6637365.000000 Penalty: 5349.822266
	Iteration 31Q: 3 clusters Score -6637365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6637368.000000 Penalty: 5349.822266
	Iteration 32Q: 3 clusters Score -6637368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6637368.000000 Penalty: 5349.822266
	Iteration 33F: 3 clusters Score -6637368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -272162.375000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -272162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -269418.281250 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -269418.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -270046.656250 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -270046.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -270316.406250 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -270316.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -270530.375000 Penalty: 3820.019531
	Iteration 3F: 3 clusters Score -270530.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270751.843750 Penalty: 3820.019531
	Iteration 4F: 3 clusters Score -270751.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270918.500000 Penalty: 3820.019531
	Iteration 5F: 3 clusters Score -270918.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -271035.156250 Penalty: 3820.019531
	Iteration 6F: 3 clusters Score -271035.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271092.093750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -271092.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -271136.750000 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -271136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271170.312500 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -271170.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -271194.625000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -271194.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -271226.437500 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -271226.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -271249.656250 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -271249.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271269.375000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -271269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -271286.687500 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -271286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271300.875000 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -271300.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271312.406250 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -271312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -271323.781250 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -271323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271337.750000 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -271337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271349.562500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -271349.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -271357.062500 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -271357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -271365.625000 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -271365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271372.812500 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -271372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -271379.812500 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -271379.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271388.000000 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -271388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -271394.625000 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -271394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271399.500000 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -271399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -271402.406250 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -271402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -271407.531250 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -271407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -271411.062500 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -271411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -271411.750000 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -271411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271412.375000 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -271412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271417.843750 Penalty: 3820.019531
	Iteration 32Q: 3 clusters Score -271417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -271419.843750 Penalty: 3820.019531
	Iteration 33Q: 3 clusters Score -271419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -271421.062500 Penalty: 3820.019531
	Iteration 34Q: 3 clusters Score -271421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -271421.593750 Penalty: 3820.019531
	Iteration 35Q: 3 clusters Score -271421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271421.812500 Penalty: 3820.019531
	Iteration 36Q: 3 clusters Score -271421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -271422.281250 Penalty: 3820.019531
	Iteration 37Q: 3 clusters Score -271422.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -271422.281250 Penalty: 3820.019531
	Iteration 38F: 3 clusters Score -271422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -113610.757812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -113610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111760.562500 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -111760.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111989.437500 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -111989.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112043.921875 Penalty: 3353.165527
	Iteration 2Q: 3 clusters Score -112043.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112072.335938 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -112072.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112095.250000 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -112095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112107.734375 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -112107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112109.984375 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -112110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112114.539062 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -112114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112114.539062 Penalty: 3353.165527
	Iteration 8F: 3 clusters Score -112114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Entering Unmasked Estep 
Score: -4694698.000000 Penalty: 2594.104492
	Iteration 0F: 2 clusters Score -4694698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4671028.500000 Penalty: 5188.208984
	Iteration 0F: 3 clusters Score -4671028 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4679491.000000 Penalty: 5188.208984
	Iteration 1F: 3 clusters Score -4679491 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4679927.500000 Penalty: 5188.208984
	Iteration 2Q: 3 clusters Score -4679928 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4680376.000000 Penalty: 5188.208984
	Iteration 3Q: 3 clusters Score -4680376 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4680805.500000 Penalty: 5188.208984
	Iteration 4Q: 3 clusters Score -4680806 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4681246.000000 Penalty: 5188.208984
	Iteration 5Q: 3 clusters Score -4681246 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4681835.000000 Penalty: 5188.208984
	Iteration 6Q: 3 clusters Score -4681835 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4682507.000000 Penalty: 5188.208984
	Iteration 7Q: 3 clusters Score -4682507 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4683407.000000 Penalty: 5188.208984
	Iteration 8Q: 3 clusters Score -4683407 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4684562.500000 Penalty: 5188.208984
	Iteration 9F: 3 clusters Score -4684562 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4686020.000000 Penalty: 5188.208984
	Iteration 10F: 3 clusters Score -4686020 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4687652.000000 Penalty: 5188.208984
	Iteration 11F: 3 clusters Score -4687652 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4689341.000000 Penalty: 5188.208984
	Iteration 12F: 3 clusters Score -4689341 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4690742.000000 Penalty: 5188.208984
	Iteration 13Q: 3 clusters Score -4690742 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4691589.500000 Penalty: 5188.208984
	Iteration 14Q: 3 clusters Score -4691590 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4691955.500000 Penalty: 5188.208984
	Iteration 15Q: 3 clusters Score -4691956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4692154.000000 Penalty: 5188.208984
	Iteration 16Q: 3 clusters Score -4692154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4692280.000000 Penalty: 5188.208984
	Iteration 17Q: 3 clusters Score -4692280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4692334.500000 Penalty: 5188.208984
	Iteration 18Q: 3 clusters Score -4692334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4692376.500000 Penalty: 5188.208984
	Iteration 19Q: 3 clusters Score -4692376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4692404.000000 Penalty: 5188.208984
	Iteration 20F: 3 clusters Score -4692404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4692426.500000 Penalty: 5188.208984
	Iteration 21Q: 3 clusters Score -4692426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4692436.000000 Penalty: 5188.208984
	Iteration 22Q: 3 clusters Score -4692436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4692442.000000 Penalty: 5188.208984
	Iteration 23Q: 3 clusters Score -4692442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4692441.500000 Penalty: 5188.208984
	Iteration 24Q: 3 clusters Score -4692442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4692447.500000 Penalty: 5188.208984
	Iteration 25Q: 3 clusters Score -4692448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4692451.500000 Penalty: 5188.208984
	Iteration 26Q: 3 clusters Score -4692452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4692454.500000 Penalty: 5188.208984
	Iteration 27Q: 3 clusters Score -4692454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4692454.000000 Penalty: 5188.208984
	Iteration 28Q: 3 clusters Score -4692454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4692456.000000 Penalty: 5188.208984
	Iteration 29Q: 3 clusters Score -4692456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4692457.500000 Penalty: 5188.208984
	Iteration 30Q: 3 clusters Score -4692458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4692458.500000 Penalty: 5188.208984
	Iteration 31Q: 3 clusters Score -4692458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4692458.000000 Penalty: 5188.208984
	Iteration 32Q: 3 clusters Score -4692458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4692463.500000 Penalty: 5188.208984
	Iteration 33Q: 3 clusters Score -4692464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4692463.500000 Penalty: 5188.208984
	Iteration 34F: 3 clusters Score -4692464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -320316.531250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -320316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -317425.500000 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -317425.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -317964.000000 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -317964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -318132.250000 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -318132.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -318250.343750 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -318250.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -318332.093750 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -318332.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -318387.437500 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -318387.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -318442.312500 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -318442.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -318495.437500 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -318495.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -318606.812500 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -318606.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -318707.750000 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -318707.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -318785.468750 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -318785.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -318829.750000 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -318829.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -318882.562500 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -318882.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -318937.750000 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -318937.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -318989.468750 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -318989.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -319030.531250 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -319030.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -319062.343750 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -319062.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -319094.593750 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -319094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -319109.875000 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -319109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -319124.406250 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -319124.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -319147.843750 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -319147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -319161.406250 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -319161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -319175.031250 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -319175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -319188.312500 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -319188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -319202.937500 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -319202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -319210.593750 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -319210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -319215.375000 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -319215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -319218.656250 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -319218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -319221.218750 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -319221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -319224.562500 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -319224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -319227.437500 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -319227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -319227.375000 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -319227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -319227.375000 Penalty: 3863.364014
	Iteration 32F: 3 clusters Score -319227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Entering Unmasked Estep 
Score: -12718276.000000 Penalty: 2837.335938
	Iteration 0F: 2 clusters Score -1.271828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -12656118.000000 Penalty: 5674.671875
	Iteration 0F: 3 clusters Score -1.265612e+07 nChanged 44026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -12681439.000000 Penalty: 5674.671875
	Iteration 1F: 3 clusters Score -1.268144e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -12682252.000000 Penalty: 5674.671875
	Iteration 2Q: 3 clusters Score -1.268225e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -12683482.000000 Penalty: 5674.671875
	Iteration 3Q: 3 clusters Score -1.268348e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -12685157.000000 Penalty: 5674.671875
	Iteration 4Q: 3 clusters Score -1.268516e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -12687985.000000 Penalty: 5674.671875
	Iteration 5F: 3 clusters Score -1.268798e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -12692325.000000 Penalty: 5674.671875
	Iteration 6F: 3 clusters Score -1.269232e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -12698353.000000 Penalty: 5674.671875
	Iteration 7F: 3 clusters Score -1.269835e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -12704848.000000 Penalty: 5674.671875
	Iteration 8F: 3 clusters Score -1.270485e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -12709554.000000 Penalty: 5674.671875
	Iteration 9F: 3 clusters Score -1.270955e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -12712411.000000 Penalty: 5674.671875
	Iteration 10Q: 3 clusters Score -1.271241e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -12714092.000000 Penalty: 5674.671875
	Iteration 11Q: 3 clusters Score -1.271409e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -12714852.000000 Penalty: 5674.671875
	Iteration 12Q: 3 clusters Score -1.271485e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -12715272.000000 Penalty: 5674.671875
	Iteration 13Q: 3 clusters Score -1.271527e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -12715535.000000 Penalty: 5674.671875
	Iteration 14Q: 3 clusters Score -1.271554e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -12715674.000000 Penalty: 5674.671875
	Iteration 15Q: 3 clusters Score -1.271567e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -12715766.000000 Penalty: 5674.671875
	Iteration 16Q: 3 clusters Score -1.271577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -12715831.000000 Penalty: 5674.671875
	Iteration 17Q: 3 clusters Score -1.271583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -12715845.000000 Penalty: 5674.671875
	Iteration 18Q: 3 clusters Score -1.271584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -12715864.000000 Penalty: 5674.671875
	Iteration 19Q: 3 clusters Score -1.271586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -12715917.000000 Penalty: 5674.671875
	Iteration 20F: 3 clusters Score -1.271592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -12715942.000000 Penalty: 5674.671875
	Iteration 21Q: 3 clusters Score -1.271594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -12715957.000000 Penalty: 5674.671875
	Iteration 22Q: 3 clusters Score -1.271596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -12715979.000000 Penalty: 5674.671875
	Iteration 23Q: 3 clusters Score -1.271598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12716009.000000 Penalty: 5674.671875
	Iteration 24Q: 3 clusters Score -1.271601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -12715988.000000 Penalty: 5674.671875
	Iteration 25Q: 3 clusters Score -1.271599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -12716007.000000 Penalty: 5674.671875
	Iteration 26Q: 3 clusters Score -1.271601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -12716013.000000 Penalty: 5674.671875
	Iteration 27Q: 3 clusters Score -1.271601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -12716018.000000 Penalty: 5674.671875
	Iteration 28Q: 3 clusters Score -1.271602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -12716019.000000 Penalty: 5674.671875
	Iteration 29Q: 3 clusters Score -1.271602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -12716020.000000 Penalty: 5674.671875
	Iteration 30Q: 3 clusters Score -1.271602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -12716038.000000 Penalty: 5674.671875
	Iteration 31Q: 3 clusters Score -1.271604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -12716040.000000 Penalty: 5674.671875
	Iteration 32Q: 3 clusters Score -1.271604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12716038.000000 Penalty: 5674.671875
	Iteration 33Q: 3 clusters Score -1.271604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12716038.000000 Penalty: 5674.671875
	Iteration 34F: 3 clusters Score -1.271604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -495808.812500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -495808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -492083.406250 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -492083.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -492869.687500 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -492869.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -493104.500000 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -493104.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -493310.406250 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -493310.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -493532.187500 Penalty: 4081.440674
	Iteration 4F: 3 clusters Score -493532.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -493756.343750 Penalty: 4081.440674
	Iteration 5F: 3 clusters Score -493756.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -493990.625000 Penalty: 4081.440674
	Iteration 6F: 3 clusters Score -493990.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -494196.062500 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -494196.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -494342.687500 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -494342.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -494445.437500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -494445.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -494516.687500 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -494516.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -494563.218750 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -494563.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -494591.468750 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -494591.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -494602.562500 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -494602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -494607.000000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -494607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -494611.250000 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -494611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -494612.281250 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -494612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -494613.000000 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -494613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -494613.218750 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -494613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -494614.000000 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -494614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -494614.875000 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -494614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -494616.343750 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -494616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -494616.812500 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -494616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -494616.812500 Penalty: 4081.440674
	Iteration 23F: 3 clusters Score -494616.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -1066038.000000 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -1066038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1059836.375000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -1059836 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1061447.000000 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -1061447 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1061650.500000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -1061650 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1061792.250000 Penalty: 4445.917969
	Iteration 3Q: 3 clusters Score -1061792 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1061899.750000 Penalty: 4445.917969
	Iteration 4Q: 3 clusters Score -1061900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1061980.250000 Penalty: 4445.917969
	Iteration 5Q: 3 clusters Score -1061980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1062046.125000 Penalty: 4445.917969
	Iteration 6Q: 3 clusters Score -1062046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1062105.500000 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -1062106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1062164.500000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -1062164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1062227.750000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -1062228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1062304.500000 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -1062304 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1062401.250000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -1062401 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1062505.625000 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -1062506 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1062618.375000 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -1062618 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1062775.125000 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -1062775 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1062944.250000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -1062944 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1063122.250000 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -1063122 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1063283.750000 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -1063284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1063426.500000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -1063426 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1063548.875000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -1063549 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1063647.750000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -1063648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1063718.125000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -1063718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1063769.375000 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -1063769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1063806.875000 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -1063807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1063835.875000 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -1063836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1063855.375000 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -1063855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1063874.250000 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -1063874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1063883.625000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -1063884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1063886.500000 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -1063886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1063893.500000 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -1063894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1063895.250000 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -1063895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1063895.500000 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -1063896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1063900.250000 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -1063900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1063903.875000 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -1063904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1063904.500000 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -1063904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1063904.875000 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -1063905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1063905.500000 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -1063906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1063903.750000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -1063904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1063903.750000 Penalty: 4445.917969
	Iteration 38F: 3 clusters Score -1063904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -62245.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -62245.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60841.800781 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -60841.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61084.445312 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -61084.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61126.179688 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -61126.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61136.031250 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -61136.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61138.140625 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -61138.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61142.527344 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -61142.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61146.945312 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -61146.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61147.734375 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -61147.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61149.539062 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -61149.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61155.468750 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -61155.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61156.507812 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -61156.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61156.507812 Penalty: 3096.142822
	Iteration 11F: 3 clusters Score -61156.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -159372.671875 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -159372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157314.765625 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -157314.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157610.265625 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -157610.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157676.937500 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -157676.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -157706.562500 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -157706.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157727.015625 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -157727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157737.593750 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -157737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157744.265625 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -157744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157750.375000 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -157750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -157754.390625 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -157754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157759.187500 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -157759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157760.625000 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -157760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157760.625000 Penalty: 3502.846924
	Iteration 11F: 3 clusters Score -157760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -900168.500000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -900168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -894591.375000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -894591.4 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -896024.312500 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -896024.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -896276.750000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -896276.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -896468.250000 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -896468.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -896658.000000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -896658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -896797.937500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -896797.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -896921.250000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -896921.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -897024.812500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -897024.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -897109.750000 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -897109.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -897185.250000 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -897185.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -897252.750000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -897252.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -897309.625000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -897309.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -897359.562500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -897359.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -897395.750000 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -897395.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -897438.125000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -897438.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -897486.062500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -897486.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -897527.625000 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -897527.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -897580.500000 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -897580.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -897635.625000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -897635.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -897682.000000 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -897682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -897715.562500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -897715.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -897749.062500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -897749.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -897782.500000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -897782.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -897811.250000 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -897811.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -897842.875000 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -897842.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -897869.875000 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -897869.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -897894.187500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -897894.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -897913.250000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -897913.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -897929.125000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -897929.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -897946.687500 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -897946.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -897970.750000 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -897970.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -897986.750000 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -897986.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -897996.062500 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -897996.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -898010.000000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -898010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -898017.250000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -898017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -898028.437500 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -898028.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -898036.000000 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -898036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -898044.125000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -898044.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -898048.062500 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -898048.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -898056.812500 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -898056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -898060.437500 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -898060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -898067.187500 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -898067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -898074.500000 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -898074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -898077.062500 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -898077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -898080.312500 Penalty: 4372.350098
	Iteration 44Q: 3 clusters Score -898080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -898080.000000 Penalty: 4372.350098
	Iteration 45Q: 3 clusters Score -898080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -898083.000000 Penalty: 4372.350098
	Iteration 46Q: 3 clusters Score -898083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -898086.250000 Penalty: 4372.350098
	Iteration 47Q: 3 clusters Score -898086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -898086.937500 Penalty: 4372.350098
	Iteration 48Q: 3 clusters Score -898086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -898089.875000 Penalty: 4372.350098
	Iteration 49Q: 3 clusters Score -898089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -898093.250000 Penalty: 4372.350098
	Iteration 50Q: 3 clusters Score -898093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -898098.500000 Penalty: 4372.350098
	Iteration 51Q: 3 clusters Score -898098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898099.625000 Penalty: 4372.350098
	Iteration 52Q: 3 clusters Score -898099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -898105.000000 Penalty: 4372.350098
	Iteration 53Q: 3 clusters Score -898105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -898108.375000 Penalty: 4372.350098
	Iteration 54Q: 3 clusters Score -898108.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -898113.312500 Penalty: 4372.350098
	Iteration 55Q: 3 clusters Score -898113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -898119.875000 Penalty: 4372.350098
	Iteration 56Q: 3 clusters Score -898119.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -898122.687500 Penalty: 4372.350098
	Iteration 57Q: 3 clusters Score -898122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -898126.937500 Penalty: 4372.350098
	Iteration 58Q: 3 clusters Score -898126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -898132.750000 Penalty: 4372.350098
	Iteration 59Q: 3 clusters Score -898132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -898137.000000 Penalty: 4372.350098
	Iteration 60F: 3 clusters Score -898137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -898147.375000 Penalty: 4372.350098
	Iteration 61Q: 3 clusters Score -898147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -898152.812500 Penalty: 4372.350098
	Iteration 62Q: 3 clusters Score -898152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -898159.875000 Penalty: 4372.350098
	Iteration 63Q: 3 clusters Score -898159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -898166.125000 Penalty: 4372.350098
	Iteration 64Q: 3 clusters Score -898166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -898171.750000 Penalty: 4372.350098
	Iteration 65Q: 3 clusters Score -898171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -898172.437500 Penalty: 4372.350098
	Iteration 66Q: 3 clusters Score -898172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -898173.062500 Penalty: 4372.350098
	Iteration 67Q: 3 clusters Score -898173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -898174.312500 Penalty: 4372.350098
	Iteration 68Q: 3 clusters Score -898174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -898175.625000 Penalty: 4372.350098
	Iteration 69Q: 3 clusters Score -898175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -898178.500000 Penalty: 4372.350098
	Iteration 70Q: 3 clusters Score -898178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -898178.625000 Penalty: 4372.350098
	Iteration 71Q: 3 clusters Score -898178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -898178.375000 Penalty: 4372.350098
	Iteration 72Q: 3 clusters Score -898178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -898179.562500 Penalty: 4372.350098
	Iteration 73Q: 3 clusters Score -898179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -898180.187500 Penalty: 4372.350098
	Iteration 74Q: 3 clusters Score -898180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -898181.937500 Penalty: 4372.350098
	Iteration 75Q: 3 clusters Score -898181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -898184.187500 Penalty: 4372.350098
	Iteration 76Q: 3 clusters Score -898184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -898185.250000 Penalty: 4372.350098
	Iteration 77Q: 3 clusters Score -898185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -898187.625000 Penalty: 4372.350098
	Iteration 78Q: 3 clusters Score -898187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -898189.812500 Penalty: 4372.350098
	Iteration 79Q: 3 clusters Score -898189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -898192.062500 Penalty: 4372.350098
	Iteration 80F: 3 clusters Score -898192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -898191.625000 Penalty: 4372.350098
	Iteration 81Q: 3 clusters Score -898191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -898194.375000 Penalty: 4372.350098
	Iteration 82Q: 3 clusters Score -898194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -898196.187500 Penalty: 4372.350098
	Iteration 83Q: 3 clusters Score -898196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -898197.500000 Penalty: 4372.350098
	Iteration 84Q: 3 clusters Score -898197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -898200.562500 Penalty: 4372.350098
	Iteration 85Q: 3 clusters Score -898200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -898203.000000 Penalty: 4372.350098
	Iteration 86Q: 3 clusters Score -898203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -898204.750000 Penalty: 4372.350098
	Iteration 87Q: 3 clusters Score -898204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -898206.875000 Penalty: 4372.350098
	Iteration 88Q: 3 clusters Score -898206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -898209.312500 Penalty: 4372.350098
	Iteration 89Q: 3 clusters Score -898209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -898210.562500 Penalty: 4372.350098
	Iteration 90Q: 3 clusters Score -898210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -898212.437500 Penalty: 4372.350098
	Iteration 91Q: 3 clusters Score -898212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -898214.750000 Penalty: 4372.350098
	Iteration 92Q: 3 clusters Score -898214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -898218.625000 Penalty: 4372.350098
	Iteration 93Q: 3 clusters Score -898218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -898222.000000 Penalty: 4372.350098
	Iteration 94Q: 3 clusters Score -898222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -898224.312500 Penalty: 4372.350098
	Iteration 95Q: 3 clusters Score -898224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -898226.812500 Penalty: 4372.350098
	Iteration 96Q: 3 clusters Score -898226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -898226.500000 Penalty: 4372.350098
	Iteration 97Q: 3 clusters Score -898226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -898227.625000 Penalty: 4372.350098
	Iteration 98Q: 3 clusters Score -898227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -898227.812500 Penalty: 4372.350098
	Iteration 99Q: 3 clusters Score -898227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -898230.500000 Penalty: 4372.350098
	Iteration 100F: 3 clusters Score -898230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -898233.937500 Penalty: 4372.350098
	Iteration 101Q: 3 clusters Score -898233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -898239.375000 Penalty: 4372.350098
	Iteration 102Q: 3 clusters Score -898239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -898240.250000 Penalty: 4372.350098
	Iteration 103Q: 3 clusters Score -898240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -898242.500000 Penalty: 4372.350098
	Iteration 104Q: 3 clusters Score -898242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -898243.000000 Penalty: 4372.350098
	Iteration 105Q: 3 clusters Score -898243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -898246.187500 Penalty: 4372.350098
	Iteration 106Q: 3 clusters Score -898246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -898247.062500 Penalty: 4372.350098
	Iteration 107Q: 3 clusters Score -898247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -898246.062500 Penalty: 4372.350098
	Iteration 108Q: 3 clusters Score -898246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -898246.062500 Penalty: 4372.350098
	Iteration 109Q: 3 clusters Score -898246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -898246.062500 Penalty: 4372.350098
	Iteration 110F: 3 clusters Score -898246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -362157.218750 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -362157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -359103.562500 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -359103.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359799.406250 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -359799.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -359979.312500 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -359979.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -360092.906250 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -360092.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -360187.218750 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -360187.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -360245.062500 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -360245.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360299.375000 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -360299.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -360353.250000 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -360353.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -360387.125000 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -360387.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -360415.031250 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -360415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -360440.687500 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -360440.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -360464.031250 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -360464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -360488.062500 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -360488.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -360504.031250 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -360504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -360522.062500 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -360522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -360538.218750 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -360538.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -360557.156250 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -360557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -360569.718750 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -360569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -360585.531250 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -360585.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -360599.375000 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -360599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -360609.687500 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -360609.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -360621.875000 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -360621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -360636.093750 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -360636.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -360642.656250 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -360642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -360645.406250 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -360645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -360646.906250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -360646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -360648.875000 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -360648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -360650.937500 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -360650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -360650.937500 Penalty: 3927.639893
	Iteration 28F: 3 clusters Score -360650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1691807.000000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1691807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1682756.375000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1682756 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1685476.250000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1685476 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1685768.500000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1685768 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1685952.500000 Penalty: 4668.014648
	Iteration 3Q: 3 clusters Score -1685952 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1686109.875000 Penalty: 4668.014648
	Iteration 4Q: 3 clusters Score -1686110 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1686252.000000 Penalty: 4668.014648
	Iteration 5Q: 3 clusters Score -1686252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1686382.125000 Penalty: 4668.014648
	Iteration 6Q: 3 clusters Score -1686382 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1686508.500000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -1686508 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1686656.500000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -1686656 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1686850.750000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1686851 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1687052.875000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1687053 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1687283.250000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1687283 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1687506.250000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1687506 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1687729.875000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1687730 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1687972.875000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1687973 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1688202.000000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1688202 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1688426.375000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1688426 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1688631.750000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1688632 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1688795.750000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1688796 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1688950.750000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1688951 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1689072.250000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1689072 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1689175.250000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1689175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1689243.250000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1689243 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1689316.125000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1689316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1689372.500000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1689372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1689436.500000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1689436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1689477.125000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1689477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1689507.250000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1689507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1689537.250000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1689537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1689573.375000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1689573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1689599.875000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1689600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1689627.500000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1689628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1689649.250000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1689649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1689667.000000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1689667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1689680.875000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1689681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1689694.500000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1689694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1689708.625000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1689709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1689719.750000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -1689720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1689727.750000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -1689728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1689734.875000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -1689735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1689736.000000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -1689736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1689740.875000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -1689741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1689742.750000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -1689743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1689747.875000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -1689748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1689754.500000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -1689754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1689763.375000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -1689763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1689768.125000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -1689768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1689772.500000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -1689772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1689776.875000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -1689777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1689781.375000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -1689781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1689787.875000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -1689788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1689793.000000 Penalty: 4668.014648
	Iteration 51Q: 3 clusters Score -1689793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1689799.000000 Penalty: 4668.014648
	Iteration 52Q: 3 clusters Score -1689799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1689803.000000 Penalty: 4668.014648
	Iteration 53Q: 3 clusters Score -1689803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1689806.125000 Penalty: 4668.014648
	Iteration 54Q: 3 clusters Score -1689806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1689809.250000 Penalty: 4668.014648
	Iteration 55Q: 3 clusters Score -1689809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1689813.625000 Penalty: 4668.014648
	Iteration 56Q: 3 clusters Score -1689814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1689815.750000 Penalty: 4668.014648
	Iteration 57Q: 3 clusters Score -1689816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1689819.375000 Penalty: 4668.014648
	Iteration 58Q: 3 clusters Score -1689819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1689823.875000 Penalty: 4668.014648
	Iteration 59Q: 3 clusters Score -1689824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1689825.000000 Penalty: 4668.014648
	Iteration 60F: 3 clusters Score -1689825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1689825.375000 Penalty: 4668.014648
	Iteration 61Q: 3 clusters Score -1689825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1689825.375000 Penalty: 4668.014648
	Iteration 62F: 3 clusters Score -1689825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -54561.972656 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -54561.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53092.988281 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -53092.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53243.492188 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -53243.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53311.625000 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -53311.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53349.460938 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -53349.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53362.605469 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -53362.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53367.218750 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -53367.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53368.226562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -53368.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53369.085938 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -53369.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53370.710938 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -53370.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53370.710938 Penalty: 3021.289795
	Iteration 9F: 3 clusters Score -53370.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -64588.062500 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -64588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63011.300781 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -63011.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63194.132812 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -63194.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63262.664062 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -63262.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63288.121094 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -63288.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63301.542969 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -63301.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63314.808594 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -63314.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63320.496094 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -63320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63322.605469 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -63322.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63326.144531 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -63326.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63326.144531 Penalty: 3121.535889
	Iteration 9F: 3 clusters Score -63326.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -178656.687500 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -178656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176426.609375 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -176426.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176883.156250 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -176883.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177104.703125 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -177104.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177287.984375 Penalty: 3620.028809
	Iteration 3F: 3 clusters Score -177288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177436.140625 Penalty: 3620.028809
	Iteration 4F: 3 clusters Score -177436.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177527.078125 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -177527.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177590.500000 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -177590.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177625.890625 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -177625.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -177652.593750 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -177652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177673.515625 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -177673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177688.656250 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -177688.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177707.781250 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -177707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177721.156250 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -177721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177742.015625 Penalty: 3620.028809
	Iteration 13Q: 3 clusters Score -177742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -177760.140625 Penalty: 3620.028809
	Iteration 14Q: 3 clusters Score -177760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177774.812500 Penalty: 3620.028809
	Iteration 15Q: 3 clusters Score -177774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -177789.187500 Penalty: 3620.028809
	Iteration 16Q: 3 clusters Score -177789.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177804.890625 Penalty: 3620.028809
	Iteration 17Q: 3 clusters Score -177804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177820.796875 Penalty: 3620.028809
	Iteration 18Q: 3 clusters Score -177820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -177828.625000 Penalty: 3620.028809
	Iteration 19Q: 3 clusters Score -177828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -177833.875000 Penalty: 3620.028809
	Iteration 20F: 3 clusters Score -177833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177836.656250 Penalty: 3620.028809
	Iteration 21Q: 3 clusters Score -177836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177836.656250 Penalty: 3620.028809
	Iteration 22F: 3 clusters Score -177836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (231317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231317 members 
Entering Unmasked Estep 
Score: -31636844.000000 Penalty: 3063.183105
	Iteration 0F: 2 clusters Score -3.163684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -31497168.000000 Penalty: 6126.366211
	Iteration 0F: 3 clusters Score -3.149717e+07 nChanged 111750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -31562916.000000 Penalty: 6126.366211
	Iteration 1F: 3 clusters Score -3.156292e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -31564624.000000 Penalty: 6126.366211
	Iteration 2Q: 3 clusters Score -3.156462e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 136391 members 
Entering Unmasked Estep 
Score: -31567476.000000 Penalty: 6126.366211
	Iteration 3Q: 3 clusters Score -3.156748e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -31572954.000000 Penalty: 6126.366211
	Iteration 4F: 3 clusters Score -3.157295e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -31582340.000000 Penalty: 6126.366211
	Iteration 5F: 3 clusters Score -3.158234e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 181764 members 
Entering Unmasked Estep 
Score: -31594660.000000 Penalty: 6126.366211
	Iteration 6F: 3 clusters Score -3.159466e+07 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 199531 members 
Entering Unmasked Estep 
Score: -31606496.000000 Penalty: 6126.366211
	Iteration 7F: 3 clusters Score -3.16065e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 212860 members 
Entering Unmasked Estep 
Score: -31616518.000000 Penalty: 6126.366211
	Iteration 8F: 3 clusters Score -3.161652e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 221013 members 
Entering Unmasked Estep 
Score: -31623888.000000 Penalty: 6126.366211
	Iteration 9Q: 3 clusters Score -3.162389e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 225769 members 
Entering Unmasked Estep 
Score: -31628426.000000 Penalty: 6126.366211
	Iteration 10Q: 3 clusters Score -3.162843e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 228345 members 
Entering Unmasked Estep 
Score: -31631022.000000 Penalty: 6126.366211
	Iteration 11Q: 3 clusters Score -3.163102e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 229611 members 
Entering Unmasked Estep 
Score: -31632414.000000 Penalty: 6126.366211
	Iteration 12Q: 3 clusters Score -3.163241e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 230246 members 
Entering Unmasked Estep 
Score: -31633100.000000 Penalty: 6126.366211
	Iteration 13Q: 3 clusters Score -3.16331e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 230559 members 
Entering Unmasked Estep 
Score: -31633472.000000 Penalty: 6126.366211
	Iteration 14Q: 3 clusters Score -3.163347e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 230693 members 
Entering Unmasked Estep 
Score: -31633644.000000 Penalty: 6126.366211
	Iteration 15Q: 3 clusters Score -3.163364e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 230756 members 
Entering Unmasked Estep 
Score: -31633750.000000 Penalty: 6126.366211
	Iteration 16Q: 3 clusters Score -3.163375e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 230785 members 
Entering Unmasked Estep 
Score: -31633824.000000 Penalty: 6126.366211
	Iteration 17Q: 3 clusters Score -3.163382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 230808 members 
Entering Unmasked Estep 
Score: -31633868.000000 Penalty: 6126.366211
	Iteration 18Q: 3 clusters Score -3.163387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 230827 members 
Entering Unmasked Estep 
Score: -31633926.000000 Penalty: 6126.366211
	Iteration 19Q: 3 clusters Score -3.163393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 230842 members 
Entering Unmasked Estep 
Score: -31633922.000000 Penalty: 6126.366211
	Iteration 20F: 3 clusters Score -3.163392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 230855 members 
Entering Unmasked Estep 
Score: -31633934.000000 Penalty: 6126.366211
	Iteration 21Q: 3 clusters Score -3.163393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 230867 members 
Entering Unmasked Estep 
Score: -31633936.000000 Penalty: 6126.366211
	Iteration 22Q: 3 clusters Score -3.163394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230881 members 
Entering Unmasked Estep 
Score: -31633956.000000 Penalty: 6126.366211
	Iteration 23Q: 3 clusters Score -3.163396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230887 members 
Entering Unmasked Estep 
Score: -31633976.000000 Penalty: 6126.366211
	Iteration 24Q: 3 clusters Score -3.163398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 230889 members 
Entering Unmasked Estep 
Score: -31633982.000000 Penalty: 6126.366211
	Iteration 25Q: 3 clusters Score -3.163398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 230893 members 
Entering Unmasked Estep 
Score: -31633992.000000 Penalty: 6126.366211
	Iteration 26Q: 3 clusters Score -3.163399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -31633986.000000 Penalty: 6126.366211
	Iteration 27Q: 3 clusters Score -3.163399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 230897 members 
Entering Unmasked Estep 
Score: -31633998.000000 Penalty: 6126.366211
	Iteration 28Q: 3 clusters Score -3.1634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 230900 members 
Entering Unmasked Estep 
Score: -31633988.000000 Penalty: 6126.366211
	Iteration 29Q: 3 clusters Score -3.163399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 230903 members 
Entering Unmasked Estep 
Score: -31633986.000000 Penalty: 6126.366211
	Iteration 30Q: 3 clusters Score -3.163399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 230902 members 
Entering Unmasked Estep 
Score: -31633996.000000 Penalty: 6126.366211
	Iteration 31Q: 3 clusters Score -3.1634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 230902 members 
Entering Unmasked Estep 
Score: -31633996.000000 Penalty: 6126.366211
	Iteration 32F: 3 clusters Score -3.1634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -113287.742188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -113287.7 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 458 members 
Entering Unmasked Estep 
Score: -111414.023438 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -111414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111708.132812 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -111708.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111833.945312 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -111833.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111903.210938 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -111903.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111971.539062 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -111971.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112044.437500 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -112044.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -112147.031250 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -112147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112261.062500 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -112261.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112354.359375 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -112354.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112447.554688 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -112447.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112542.007812 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -112542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112631.492188 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -112631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112684.125000 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -112684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112782.289062 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -112782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112955.460938 Penalty: 3371.224365
	Iteration 14Q: 3 clusters Score -112955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113024.414062 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -113024.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113075.140625 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -113075.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113110.023438 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -113110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113127.695312 Penalty: 3371.224365
	Iteration 18Q: 3 clusters Score -113127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113140.460938 Penalty: 3371.224365
	Iteration 19Q: 3 clusters Score -113140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113146.914062 Penalty: 3371.224365
	Iteration 20F: 3 clusters Score -113146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113160.218750 Penalty: 3371.224365
	Iteration 21Q: 3 clusters Score -113160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113196.234375 Penalty: 3371.224365
	Iteration 22Q: 3 clusters Score -113196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113231.148438 Penalty: 3371.224365
	Iteration 23Q: 3 clusters Score -113231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113277.710938 Penalty: 3371.224365
	Iteration 24Q: 3 clusters Score -113277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113321.960938 Penalty: 3371.224365
	Iteration 25Q: 3 clusters Score -113322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -113388.601562 Penalty: 3371.224365
	Iteration 26Q: 3 clusters Score -113388.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113442.460938 Penalty: 3371.224365
	Iteration 27Q: 3 clusters Score -113442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113473.632812 Penalty: 3371.224365
	Iteration 28Q: 3 clusters Score -113473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -113513.585938 Penalty: 3371.224365
	Iteration 29Q: 3 clusters Score -113513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113535.007812 Penalty: 3371.224365
	Iteration 30Q: 3 clusters Score -113535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113560.617188 Penalty: 3371.224365
	Iteration 31Q: 3 clusters Score -113560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -113612.039062 Penalty: 3371.224365
	Iteration 32Q: 3 clusters Score -113612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -113644.531250 Penalty: 3371.224365
	Iteration 33Q: 3 clusters Score -113644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113648.000000 Penalty: 3371.224365
	Iteration 34Q: 3 clusters Score -113648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113648.000000 Penalty: 3371.224365
	Iteration 35F: 3 clusters Score -113648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48336 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12226 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231317 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 329 members 
Entering Unmasked Estep 
Score: -134145872.000000 Penalty: 116579.203125
Splitting cluster 33 changes total score from -134147224.000000 to -134145872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 141387 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88992 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48336 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12226 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231317 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147256.000000 Penalty: 113150.398438
Iteration 239Q: 34 clusters Score -1.341473e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 141386 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47576 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88995 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12229 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231309 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147280.000000 Penalty: 113150.398438
Iteration 240F: 34 clusters Score -1.341473e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 141384 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48340 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12231 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231305 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147264.000000 Penalty: 113150.398438
Iteration 241Q: 34 clusters Score -1.341473e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 141381 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113939 members 
Mstep: Class 13 contains 88998 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48341 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12233 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231301 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147224.000000 Penalty: 113150.398438
Iteration 242Q: 34 clusters Score -1.341472e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47576 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88997 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12236 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231295 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147168.000000 Penalty: 113150.398438
Iteration 243Q: 34 clusters Score -1.341472e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 141380 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88994 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12238 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231289 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147144.000000 Penalty: 113150.398438
Iteration 244Q: 34 clusters Score -1.341471e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 141376 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47578 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88993 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12240 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231285 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147152.000000 Penalty: 113150.398438
Iteration 245Q: 34 clusters Score -1.341472e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 141377 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47580 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88990 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12241 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231284 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147160.000000 Penalty: 113150.398438
Iteration 246Q: 34 clusters Score -1.341472e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 141375 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47582 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88989 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48344 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231282 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147168.000000 Penalty: 113150.398438
Iteration 247Q: 34 clusters Score -1.341472e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 141375 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47583 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113940 members 
Mstep: Class 13 contains 88989 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48344 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231278 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147168.000000 Penalty: 113150.398438
Iteration 248Q: 34 clusters Score -1.341472e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 141372 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47583 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88988 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48345 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231277 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147152.000000 Penalty: 113150.398438
Iteration 249Q: 34 clusters Score -1.341472e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 141370 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88988 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48345 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231276 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147160.000000 Penalty: 113150.398438
Iteration 250Q: 34 clusters Score -1.341472e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 141369 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88988 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48346 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93048 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231275 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147120.000000 Penalty: 113150.398438
Iteration 251Q: 34 clusters Score -1.341471e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 141369 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88988 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48346 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93049 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231273 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147136.000000 Penalty: 113150.398438
Iteration 252Q: 34 clusters Score -1.341471e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 141369 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 47585 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 113941 members 
Mstep: Class 13 contains 88988 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 48346 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 93049 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 7813 members 
Mstep: Class 24 contains 514 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 6736 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 12242 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 541 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 231273 members 
Mstep: Class 33 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134147136.000000 Penalty: 113150.398438
Iteration 253F: 34 clusters Score -1.341471e+08 nChanged 0
Entering ConstructFrom: 
Score: -134147136.000000 Penalty: 113150.398438
Entering ConstructFrom: 
Trying to split cluster 1 (27582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Entering Unmasked Estep 
Score: -3808884.250000 Penalty: 2535.779785
	Iteration 0F: 2 clusters Score -3808884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3790006.250000 Penalty: 5071.559570
	Iteration 0F: 3 clusters Score -3790006 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3796543.750000 Penalty: 5071.559570
	Iteration 1F: 3 clusters Score -3796544 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3796937.500000 Penalty: 5071.559570
	Iteration 2Q: 3 clusters Score -3796938 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3797247.250000 Penalty: 5071.559570
	Iteration 3Q: 3 clusters Score -3797247 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3797537.250000 Penalty: 5071.559570
	Iteration 4Q: 3 clusters Score -3797537 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3797818.000000 Penalty: 5071.559570
	Iteration 5Q: 3 clusters Score -3797818 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3798115.250000 Penalty: 5071.559570
	Iteration 6Q: 3 clusters Score -3798115 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3798480.750000 Penalty: 5071.559570
	Iteration 7Q: 3 clusters Score -3798481 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3798952.750000 Penalty: 5071.559570
	Iteration 8Q: 3 clusters Score -3798953 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3799579.500000 Penalty: 5071.559570
	Iteration 9Q: 3 clusters Score -3799580 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3800508.500000 Penalty: 5071.559570
	Iteration 10Q: 3 clusters Score -3800508 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3801558.500000 Penalty: 5071.559570
	Iteration 11F: 3 clusters Score -3801558 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3802593.000000 Penalty: 5071.559570
	Iteration 12F: 3 clusters Score -3802593 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3803419.750000 Penalty: 5071.559570
	Iteration 13Q: 3 clusters Score -3803420 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3804004.500000 Penalty: 5071.559570
	Iteration 14Q: 3 clusters Score -3804004 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3804402.250000 Penalty: 5071.559570
	Iteration 15Q: 3 clusters Score -3804402 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3804699.250000 Penalty: 5071.559570
	Iteration 16Q: 3 clusters Score -3804699 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3804956.750000 Penalty: 5071.559570
	Iteration 17Q: 3 clusters Score -3804957 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3805235.750000 Penalty: 5071.559570
	Iteration 18Q: 3 clusters Score -3805236 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3805519.000000 Penalty: 5071.559570
	Iteration 19Q: 3 clusters Score -3805519 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3805728.250000 Penalty: 5071.559570
	Iteration 20F: 3 clusters Score -3805728 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3805900.500000 Penalty: 5071.559570
	Iteration 21Q: 3 clusters Score -3805900 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3806071.000000 Penalty: 5071.559570
	Iteration 22Q: 3 clusters Score -3806071 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3806199.500000 Penalty: 5071.559570
	Iteration 23Q: 3 clusters Score -3806200 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3806301.250000 Penalty: 5071.559570
	Iteration 24Q: 3 clusters Score -3806301 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3806377.000000 Penalty: 5071.559570
	Iteration 25Q: 3 clusters Score -3806377 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3806446.500000 Penalty: 5071.559570
	Iteration 26Q: 3 clusters Score -3806446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3806496.000000 Penalty: 5071.559570
	Iteration 27Q: 3 clusters Score -3806496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3806549.250000 Penalty: 5071.559570
	Iteration 28Q: 3 clusters Score -3806549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3806591.750000 Penalty: 5071.559570
	Iteration 29Q: 3 clusters Score -3806592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3806626.750000 Penalty: 5071.559570
	Iteration 30Q: 3 clusters Score -3806627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3806644.000000 Penalty: 5071.559570
	Iteration 31Q: 3 clusters Score -3806644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3806673.000000 Penalty: 5071.559570
	Iteration 32Q: 3 clusters Score -3806673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3806700.250000 Penalty: 5071.559570
	Iteration 33Q: 3 clusters Score -3806700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3806716.250000 Penalty: 5071.559570
	Iteration 34Q: 3 clusters Score -3806716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3806734.000000 Penalty: 5071.559570
	Iteration 35Q: 3 clusters Score -3806734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3806733.750000 Penalty: 5071.559570
	Iteration 36Q: 3 clusters Score -3806734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3806744.500000 Penalty: 5071.559570
	Iteration 37Q: 3 clusters Score -3806744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3806754.750000 Penalty: 5071.559570
	Iteration 38Q: 3 clusters Score -3806755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3806754.000000 Penalty: 5071.559570
	Iteration 39Q: 3 clusters Score -3806754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3806756.750000 Penalty: 5071.559570
	Iteration 40F: 3 clusters Score -3806757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3806759.000000 Penalty: 5071.559570
	Iteration 41Q: 3 clusters Score -3806759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3806765.500000 Penalty: 5071.559570
	Iteration 42Q: 3 clusters Score -3806766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3806766.500000 Penalty: 5071.559570
	Iteration 43Q: 3 clusters Score -3806766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3806764.000000 Penalty: 5071.559570
	Iteration 44Q: 3 clusters Score -3806764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3806768.250000 Penalty: 5071.559570
	Iteration 45Q: 3 clusters Score -3806768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3806765.000000 Penalty: 5071.559570
	Iteration 46Q: 3 clusters Score -3806765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3806766.000000 Penalty: 5071.559570
	Iteration 47Q: 3 clusters Score -3806766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3806769.500000 Penalty: 5071.559570
	Iteration 48Q: 3 clusters Score -3806770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3806769.500000 Penalty: 5071.559570
	Iteration 49F: 3 clusters Score -3806770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Entering Unmasked Estep 
Score: -19284072.000000 Penalty: 2941.063965
	Iteration 0F: 2 clusters Score -1.928407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -19192198.000000 Penalty: 5882.127930
	Iteration 0F: 3 clusters Score -1.91922e+07 nChanged 67149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -19230734.000000 Penalty: 5882.127930
	Iteration 1F: 3 clusters Score -1.923073e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -19231518.000000 Penalty: 5882.127930
	Iteration 2Q: 3 clusters Score -1.923152e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -19232406.000000 Penalty: 5882.127930
	Iteration 3Q: 3 clusters Score -1.923241e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -19233412.000000 Penalty: 5882.127930
	Iteration 4Q: 3 clusters Score -1.923341e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -19234506.000000 Penalty: 5882.127930
	Iteration 5Q: 3 clusters Score -1.923451e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -19236120.000000 Penalty: 5882.127930
	Iteration 6Q: 3 clusters Score -1.923612e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -19237844.000000 Penalty: 5882.127930
	Iteration 7Q: 3 clusters Score -1.923784e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -19239780.000000 Penalty: 5882.127930
	Iteration 8Q: 3 clusters Score -1.923978e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -19241936.000000 Penalty: 5882.127930
	Iteration 9Q: 3 clusters Score -1.924194e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -19244304.000000 Penalty: 5882.127930
	Iteration 10Q: 3 clusters Score -1.92443e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -19246576.000000 Penalty: 5882.127930
	Iteration 11Q: 3 clusters Score -1.924658e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -19248726.000000 Penalty: 5882.127930
	Iteration 12Q: 3 clusters Score -1.924873e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -19250668.000000 Penalty: 5882.127930
	Iteration 13Q: 3 clusters Score -1.925067e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -19252692.000000 Penalty: 5882.127930
	Iteration 14Q: 3 clusters Score -1.925269e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -19254922.000000 Penalty: 5882.127930
	Iteration 15Q: 3 clusters Score -1.925492e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -19257430.000000 Penalty: 5882.127930
	Iteration 16Q: 3 clusters Score -1.925743e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -19260328.000000 Penalty: 5882.127930
	Iteration 17Q: 3 clusters Score -1.926033e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -19263412.000000 Penalty: 5882.127930
	Iteration 18Q: 3 clusters Score -1.926341e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -19266834.000000 Penalty: 5882.127930
	Iteration 19Q: 3 clusters Score -1.926683e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -19270394.000000 Penalty: 5882.127930
	Iteration 20F: 3 clusters Score -1.927039e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -19274052.000000 Penalty: 5882.127930
	Iteration 21Q: 3 clusters Score -1.927405e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -19276712.000000 Penalty: 5882.127930
	Iteration 22Q: 3 clusters Score -1.927671e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -19278598.000000 Penalty: 5882.127930
	Iteration 23Q: 3 clusters Score -1.92786e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 136450 members 
Entering Unmasked Estep 
Score: -19279822.000000 Penalty: 5882.127930
	Iteration 24Q: 3 clusters Score -1.927982e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -19280392.000000 Penalty: 5882.127930
	Iteration 25Q: 3 clusters Score -1.928039e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 138748 members 
Entering Unmasked Estep 
Score: -19280814.000000 Penalty: 5882.127930
	Iteration 26Q: 3 clusters Score -1.928081e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 139256 members 
Entering Unmasked Estep 
Score: -19281026.000000 Penalty: 5882.127930
	Iteration 27Q: 3 clusters Score -1.928103e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 139590 members 
Entering Unmasked Estep 
Score: -19281112.000000 Penalty: 5882.127930
	Iteration 28Q: 3 clusters Score -1.928111e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 139818 members 
Entering Unmasked Estep 
Score: -19281252.000000 Penalty: 5882.127930
	Iteration 29Q: 3 clusters Score -1.928125e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 139956 members 
Entering Unmasked Estep 
Score: -19281308.000000 Penalty: 5882.127930
	Iteration 30Q: 3 clusters Score -1.928131e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -19281350.000000 Penalty: 5882.127930
	Iteration 31Q: 3 clusters Score -1.928135e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -19281426.000000 Penalty: 5882.127930
	Iteration 32Q: 3 clusters Score -1.928143e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -19281472.000000 Penalty: 5882.127930
	Iteration 33Q: 3 clusters Score -1.928147e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 140297 members 
Entering Unmasked Estep 
Score: -19281496.000000 Penalty: 5882.127930
	Iteration 34Q: 3 clusters Score -1.92815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 140339 members 
Entering Unmasked Estep 
Score: -19281524.000000 Penalty: 5882.127930
	Iteration 35Q: 3 clusters Score -1.928152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -19281546.000000 Penalty: 5882.127930
	Iteration 36Q: 3 clusters Score -1.928155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -19281546.000000 Penalty: 5882.127930
	Iteration 37Q: 3 clusters Score -1.928155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -19281560.000000 Penalty: 5882.127930
	Iteration 38Q: 3 clusters Score -1.928156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 140462 members 
Entering Unmasked Estep 
Score: -19281578.000000 Penalty: 5882.127930
	Iteration 39Q: 3 clusters Score -1.928158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -19281574.000000 Penalty: 5882.127930
	Iteration 40F: 3 clusters Score -1.928157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -19281620.000000 Penalty: 5882.127930
	Iteration 41Q: 3 clusters Score -1.928162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -19281626.000000 Penalty: 5882.127930
	Iteration 42Q: 3 clusters Score -1.928163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -19281604.000000 Penalty: 5882.127930
	Iteration 43Q: 3 clusters Score -1.92816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -19281618.000000 Penalty: 5882.127930
	Iteration 44Q: 3 clusters Score -1.928162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 140540 members 
Entering Unmasked Estep 
Score: -19281616.000000 Penalty: 5882.127930
	Iteration 45Q: 3 clusters Score -1.928162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 140544 members 
Entering Unmasked Estep 
Score: -19281626.000000 Penalty: 5882.127930
	Iteration 46Q: 3 clusters Score -1.928163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -19281616.000000 Penalty: 5882.127930
	Iteration 47Q: 3 clusters Score -1.928162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -19281624.000000 Penalty: 5882.127930
	Iteration 48Q: 3 clusters Score -1.928162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 140565 members 
Entering Unmasked Estep 
Score: -19281616.000000 Penalty: 5882.127930
	Iteration 49Q: 3 clusters Score -1.928162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -19281622.000000 Penalty: 5882.127930
	Iteration 50Q: 3 clusters Score -1.928162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -19281620.000000 Penalty: 5882.127930
	Iteration 51Q: 3 clusters Score -1.928162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 140575 members 
Entering Unmasked Estep 
Score: -19281626.000000 Penalty: 5882.127930
	Iteration 52Q: 3 clusters Score -1.928163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -19281632.000000 Penalty: 5882.127930
	Iteration 53Q: 3 clusters Score -1.928163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -19281628.000000 Penalty: 5882.127930
	Iteration 54Q: 3 clusters Score -1.928163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -19281620.000000 Penalty: 5882.127930
	Iteration 55Q: 3 clusters Score -1.928162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -19281620.000000 Penalty: 5882.127930
	Iteration 56F: 3 clusters Score -1.928162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -599663.750000 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -599663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -595484.625000 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -595484.6 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -596456.250000 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -596456.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -596649.500000 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -596649.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -596758.187500 Penalty: 4166.281250
	Iteration 3Q: 3 clusters Score -596758.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -596834.187500 Penalty: 4166.281250
	Iteration 4Q: 3 clusters Score -596834.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -596878.250000 Penalty: 4166.281250
	Iteration 5Q: 3 clusters Score -596878.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -596910.000000 Penalty: 4166.281250
	Iteration 6Q: 3 clusters Score -596910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -596932.937500 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -596932.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -596956.625000 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -596956.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -596986.562500 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -596986.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -597013.812500 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -597013.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -597032.812500 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -597032.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -597051.875000 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -597051.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -597068.187500 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -597068.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -597081.000000 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -597081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -597093.687500 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -597093.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -597102.312500 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -597102.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -597111.812500 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -597111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -597117.562500 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -597117.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -597125.750000 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -597125.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -597133.312500 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -597133.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -597140.687500 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -597140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -597148.062500 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -597148.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -597154.875000 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -597154.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -597160.312500 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -597160.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -597164.500000 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -597164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -597169.750000 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -597169.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -597174.250000 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -597174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -597178.125000 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -597178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -597182.000000 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -597182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -597183.562500 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -597183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -597186.687500 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -597186.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -597190.062500 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -597190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597193.500000 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -597193.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597195.437500 Penalty: 4166.281250
	Iteration 34Q: 3 clusters Score -597195.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -597198.750000 Penalty: 4166.281250
	Iteration 35Q: 3 clusters Score -597198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -597201.562500 Penalty: 4166.281250
	Iteration 36Q: 3 clusters Score -597201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -597204.312500 Penalty: 4166.281250
	Iteration 37Q: 3 clusters Score -597204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -597207.437500 Penalty: 4166.281250
	Iteration 38Q: 3 clusters Score -597207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -597208.187500 Penalty: 4166.281250
	Iteration 39Q: 3 clusters Score -597208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -597210.750000 Penalty: 4166.281250
	Iteration 40F: 3 clusters Score -597210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -597213.062500 Penalty: 4166.281250
	Iteration 41Q: 3 clusters Score -597213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -597217.437500 Penalty: 4166.281250
	Iteration 42Q: 3 clusters Score -597217.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -597222.625000 Penalty: 4166.281250
	Iteration 43Q: 3 clusters Score -597222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -597226.125000 Penalty: 4166.281250
	Iteration 44Q: 3 clusters Score -597226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -597229.687500 Penalty: 4166.281250
	Iteration 45Q: 3 clusters Score -597229.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -597235.375000 Penalty: 4166.281250
	Iteration 46Q: 3 clusters Score -597235.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -597241.875000 Penalty: 4166.281250
	Iteration 47Q: 3 clusters Score -597241.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -597247.250000 Penalty: 4166.281250
	Iteration 48Q: 3 clusters Score -597247.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -597251.625000 Penalty: 4166.281250
	Iteration 49Q: 3 clusters Score -597251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -597258.750000 Penalty: 4166.281250
	Iteration 50Q: 3 clusters Score -597258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -597264.625000 Penalty: 4166.281250
	Iteration 51Q: 3 clusters Score -597264.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -597274.125000 Penalty: 4166.281250
	Iteration 52Q: 3 clusters Score -597274.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -597282.812500 Penalty: 4166.281250
	Iteration 53Q: 3 clusters Score -597282.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -597293.062500 Penalty: 4166.281250
	Iteration 54Q: 3 clusters Score -597293.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -597304.437500 Penalty: 4166.281250
	Iteration 55Q: 3 clusters Score -597304.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -597316.750000 Penalty: 4166.281250
	Iteration 56Q: 3 clusters Score -597316.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -597329.250000 Penalty: 4166.281250
	Iteration 57Q: 3 clusters Score -597329.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -597344.000000 Penalty: 4166.281250
	Iteration 58Q: 3 clusters Score -597344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -597356.562500 Penalty: 4166.281250
	Iteration 59Q: 3 clusters Score -597356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -597367.500000 Penalty: 4166.281250
	Iteration 60F: 3 clusters Score -597367.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -597377.062500 Penalty: 4166.281250
	Iteration 61Q: 3 clusters Score -597377.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -597389.062500 Penalty: 4166.281250
	Iteration 62Q: 3 clusters Score -597389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -597406.562500 Penalty: 4166.281250
	Iteration 63Q: 3 clusters Score -597406.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -597424.312500 Penalty: 4166.281250
	Iteration 64Q: 3 clusters Score -597424.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -597450.062500 Penalty: 4166.281250
	Iteration 65Q: 3 clusters Score -597450.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -597473.437500 Penalty: 4166.281250
	Iteration 66Q: 3 clusters Score -597473.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -597501.312500 Penalty: 4166.281250
	Iteration 67Q: 3 clusters Score -597501.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -597532.875000 Penalty: 4166.281250
	Iteration 68Q: 3 clusters Score -597532.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -597568.625000 Penalty: 4166.281250
	Iteration 69Q: 3 clusters Score -597568.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -597602.750000 Penalty: 4166.281250
	Iteration 70Q: 3 clusters Score -597602.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -597632.937500 Penalty: 4166.281250
	Iteration 71Q: 3 clusters Score -597632.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -597664.687500 Penalty: 4166.281250
	Iteration 72Q: 3 clusters Score -597664.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -597695.750000 Penalty: 4166.281250
	Iteration 73Q: 3 clusters Score -597695.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -597722.812500 Penalty: 4166.281250
	Iteration 74Q: 3 clusters Score -597722.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -597750.687500 Penalty: 4166.281250
	Iteration 75Q: 3 clusters Score -597750.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -597769.687500 Penalty: 4166.281250
	Iteration 76Q: 3 clusters Score -597769.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -597788.687500 Penalty: 4166.281250
	Iteration 77Q: 3 clusters Score -597788.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -597805.937500 Penalty: 4166.281250
	Iteration 78Q: 3 clusters Score -597805.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -597826.937500 Penalty: 4166.281250
	Iteration 79Q: 3 clusters Score -597826.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -597845.375000 Penalty: 4166.281250
	Iteration 80F: 3 clusters Score -597845.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -597863.062500 Penalty: 4166.281250
	Iteration 81Q: 3 clusters Score -597863.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -597875.125000 Penalty: 4166.281250
	Iteration 82Q: 3 clusters Score -597875.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -597888.812500 Penalty: 4166.281250
	Iteration 83Q: 3 clusters Score -597888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -597901.562500 Penalty: 4166.281250
	Iteration 84Q: 3 clusters Score -597901.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -597915.187500 Penalty: 4166.281250
	Iteration 85Q: 3 clusters Score -597915.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -597927.687500 Penalty: 4166.281250
	Iteration 86Q: 3 clusters Score -597927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -597937.437500 Penalty: 4166.281250
	Iteration 87Q: 3 clusters Score -597937.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -597948.375000 Penalty: 4166.281250
	Iteration 88Q: 3 clusters Score -597948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -597962.875000 Penalty: 4166.281250
	Iteration 89Q: 3 clusters Score -597962.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -597977.375000 Penalty: 4166.281250
	Iteration 90Q: 3 clusters Score -597977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -597987.187500 Penalty: 4166.281250
	Iteration 91Q: 3 clusters Score -597987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -597997.562500 Penalty: 4166.281250
	Iteration 92Q: 3 clusters Score -597997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -598002.937500 Penalty: 4166.281250
	Iteration 93Q: 3 clusters Score -598002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -598010.312500 Penalty: 4166.281250
	Iteration 94Q: 3 clusters Score -598010.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -598017.562500 Penalty: 4166.281250
	Iteration 95Q: 3 clusters Score -598017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -598024.937500 Penalty: 4166.281250
	Iteration 96Q: 3 clusters Score -598024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -598029.562500 Penalty: 4166.281250
	Iteration 97Q: 3 clusters Score -598029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -598031.250000 Penalty: 4166.281250
	Iteration 98Q: 3 clusters Score -598031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -598034.812500 Penalty: 4166.281250
	Iteration 99Q: 3 clusters Score -598034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -598035.500000 Penalty: 4166.281250
	Iteration 100F: 3 clusters Score -598035.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Entering Unmasked Estep 
Score: -6084791.000000 Penalty: 2671.027832
	Iteration 0F: 2 clusters Score -6084791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -6052617.000000 Penalty: 5342.055664
	Iteration 0F: 3 clusters Score -6052617 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -6065280.500000 Penalty: 5342.055664
	Iteration 1F: 3 clusters Score -6065280 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6066167.500000 Penalty: 5342.055664
	Iteration 2Q: 3 clusters Score -6066168 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -6067160.500000 Penalty: 5342.055664
	Iteration 3Q: 3 clusters Score -6067160 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6068279.000000 Penalty: 5342.055664
	Iteration 4F: 3 clusters Score -6068279 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -6069352.500000 Penalty: 5342.055664
	Iteration 5Q: 3 clusters Score -6069352 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6070487.500000 Penalty: 5342.055664
	Iteration 6Q: 3 clusters Score -6070488 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6071504.500000 Penalty: 5342.055664
	Iteration 7Q: 3 clusters Score -6071504 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6072662.500000 Penalty: 5342.055664
	Iteration 8Q: 3 clusters Score -6072662 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6073817.000000 Penalty: 5342.055664
	Iteration 9Q: 3 clusters Score -6073817 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6075164.000000 Penalty: 5342.055664
	Iteration 10Q: 3 clusters Score -6075164 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6076390.000000 Penalty: 5342.055664
	Iteration 11Q: 3 clusters Score -6076390 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -6077573.000000 Penalty: 5342.055664
	Iteration 12Q: 3 clusters Score -6077573 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6078580.000000 Penalty: 5342.055664
	Iteration 13Q: 3 clusters Score -6078580 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -6079352.000000 Penalty: 5342.055664
	Iteration 14Q: 3 clusters Score -6079352 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -6079916.500000 Penalty: 5342.055664
	Iteration 15Q: 3 clusters Score -6079916 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -6080358.000000 Penalty: 5342.055664
	Iteration 16Q: 3 clusters Score -6080358 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -6080724.000000 Penalty: 5342.055664
	Iteration 17Q: 3 clusters Score -6080724 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -6081039.000000 Penalty: 5342.055664
	Iteration 18Q: 3 clusters Score -6081039 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -6081327.000000 Penalty: 5342.055664
	Iteration 19Q: 3 clusters Score -6081327 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6081495.500000 Penalty: 5342.055664
	Iteration 20F: 3 clusters Score -6081496 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -6081681.000000 Penalty: 5342.055664
	Iteration 21Q: 3 clusters Score -6081681 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -6081847.000000 Penalty: 5342.055664
	Iteration 22Q: 3 clusters Score -6081847 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -6082005.500000 Penalty: 5342.055664
	Iteration 23Q: 3 clusters Score -6082006 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -6082135.000000 Penalty: 5342.055664
	Iteration 24Q: 3 clusters Score -6082135 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -6082237.000000 Penalty: 5342.055664
	Iteration 25Q: 3 clusters Score -6082237 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -6082358.000000 Penalty: 5342.055664
	Iteration 26Q: 3 clusters Score -6082358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6082426.000000 Penalty: 5342.055664
	Iteration 27Q: 3 clusters Score -6082426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -6082519.000000 Penalty: 5342.055664
	Iteration 28Q: 3 clusters Score -6082519 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6082574.500000 Penalty: 5342.055664
	Iteration 29Q: 3 clusters Score -6082574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -6082631.500000 Penalty: 5342.055664
	Iteration 30Q: 3 clusters Score -6082632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6082717.500000 Penalty: 5342.055664
	Iteration 31Q: 3 clusters Score -6082718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -6082776.000000 Penalty: 5342.055664
	Iteration 32Q: 3 clusters Score -6082776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6082805.000000 Penalty: 5342.055664
	Iteration 33Q: 3 clusters Score -6082805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -6082861.500000 Penalty: 5342.055664
	Iteration 34Q: 3 clusters Score -6082862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6082887.500000 Penalty: 5342.055664
	Iteration 35Q: 3 clusters Score -6082888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6082908.500000 Penalty: 5342.055664
	Iteration 36Q: 3 clusters Score -6082908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -6082919.000000 Penalty: 5342.055664
	Iteration 37Q: 3 clusters Score -6082919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6082940.500000 Penalty: 5342.055664
	Iteration 38Q: 3 clusters Score -6082940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6082942.500000 Penalty: 5342.055664
	Iteration 39Q: 3 clusters Score -6082942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6082952.500000 Penalty: 5342.055664
	Iteration 40F: 3 clusters Score -6082952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6082969.000000 Penalty: 5342.055664
	Iteration 41Q: 3 clusters Score -6082969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6082973.500000 Penalty: 5342.055664
	Iteration 42Q: 3 clusters Score -6082974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -6082970.500000 Penalty: 5342.055664
	Iteration 43Q: 3 clusters Score -6082970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -6082970.000000 Penalty: 5342.055664
	Iteration 44Q: 3 clusters Score -6082970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6082975.500000 Penalty: 5342.055664
	Iteration 45Q: 3 clusters Score -6082976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6082973.000000 Penalty: 5342.055664
	Iteration 46Q: 3 clusters Score -6082973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6082976.000000 Penalty: 5342.055664
	Iteration 47Q: 3 clusters Score -6082976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6082979.000000 Penalty: 5342.055664
	Iteration 48Q: 3 clusters Score -6082979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6082985.500000 Penalty: 5342.055664
	Iteration 49Q: 3 clusters Score -6082986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6082979.500000 Penalty: 5342.055664
	Iteration 50Q: 3 clusters Score -6082980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6082979.500000 Penalty: 5342.055664
	Iteration 51F: 3 clusters Score -6082980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -130772.851562 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -130772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128833.671875 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -128833.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129232.031250 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -129232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -129547.632812 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -129547.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129788.937500 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -129788.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -129940.765625 Penalty: 3453.742188
	Iteration 4F: 3 clusters Score -129940.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -130050.585938 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -130050.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -130155.429688 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -130155.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -130210.375000 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -130210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130248.656250 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -130248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -130273.492188 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -130273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -130280.843750 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -130280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -130290.023438 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -130290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -130294.117188 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -130294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -130294.890625 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -130294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -130294.890625 Penalty: 3453.742188
	Iteration 14F: 3 clusters Score -130294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Entering Unmasked Estep 
Score: -2399234.000000 Penalty: 2420.571045
	Iteration 0F: 2 clusters Score -2399234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2386913.250000 Penalty: 4841.142090
	Iteration 0F: 3 clusters Score -2386913 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2390841.750000 Penalty: 4841.142090
	Iteration 1F: 3 clusters Score -2390842 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2391296.000000 Penalty: 4841.142090
	Iteration 2F: 3 clusters Score -2391296 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2391724.500000 Penalty: 4841.142090
	Iteration 3F: 3 clusters Score -2391724 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2392167.000000 Penalty: 4841.142090
	Iteration 4F: 3 clusters Score -2392167 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2392730.000000 Penalty: 4841.142090
	Iteration 5F: 3 clusters Score -2392730 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2393424.750000 Penalty: 4841.142090
	Iteration 6F: 3 clusters Score -2393425 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2394281.000000 Penalty: 4841.142090
	Iteration 7F: 3 clusters Score -2394281 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2395178.250000 Penalty: 4841.142090
	Iteration 8F: 3 clusters Score -2395178 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2395993.750000 Penalty: 4841.142090
	Iteration 9Q: 3 clusters Score -2395994 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2396467.000000 Penalty: 4841.142090
	Iteration 10Q: 3 clusters Score -2396467 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2396737.750000 Penalty: 4841.142090
	Iteration 11Q: 3 clusters Score -2396738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2396859.500000 Penalty: 4841.142090
	Iteration 12Q: 3 clusters Score -2396860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2396926.500000 Penalty: 4841.142090
	Iteration 13Q: 3 clusters Score -2396926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2396977.750000 Penalty: 4841.142090
	Iteration 14Q: 3 clusters Score -2396978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2397022.750000 Penalty: 4841.142090
	Iteration 15Q: 3 clusters Score -2397023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2397046.750000 Penalty: 4841.142090
	Iteration 16Q: 3 clusters Score -2397047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2397077.500000 Penalty: 4841.142090
	Iteration 17Q: 3 clusters Score -2397078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2397089.000000 Penalty: 4841.142090
	Iteration 18Q: 3 clusters Score -2397089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2397100.750000 Penalty: 4841.142090
	Iteration 19Q: 3 clusters Score -2397101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2397107.750000 Penalty: 4841.142090
	Iteration 20F: 3 clusters Score -2397108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2397116.750000 Penalty: 4841.142090
	Iteration 21Q: 3 clusters Score -2397117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2397116.250000 Penalty: 4841.142090
	Iteration 22Q: 3 clusters Score -2397116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2397121.750000 Penalty: 4841.142090
	Iteration 23Q: 3 clusters Score -2397122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2397124.000000 Penalty: 4841.142090
	Iteration 24Q: 3 clusters Score -2397124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2397127.250000 Penalty: 4841.142090
	Iteration 25Q: 3 clusters Score -2397127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2397132.250000 Penalty: 4841.142090
	Iteration 26Q: 3 clusters Score -2397132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2397139.750000 Penalty: 4841.142090
	Iteration 27Q: 3 clusters Score -2397140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2397143.250000 Penalty: 4841.142090
	Iteration 28Q: 3 clusters Score -2397143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2397140.250000 Penalty: 4841.142090
	Iteration 29Q: 3 clusters Score -2397140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2397142.250000 Penalty: 4841.142090
	Iteration 30Q: 3 clusters Score -2397142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2397142.250000 Penalty: 4841.142090
	Iteration 31F: 3 clusters Score -2397142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1080217.750000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1080218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1073564.500000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1073564 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1075401.375000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1075401 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1075659.375000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1075659 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1075829.250000 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -1075829 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1075978.875000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -1075979 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1076127.500000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -1076128 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1076275.875000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -1076276 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1076439.625000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -1076440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1076599.500000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -1076600 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1076746.000000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1076746 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1076902.375000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1076902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1077034.125000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1077034 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1077149.125000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1077149 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1077253.250000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1077253 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1077364.500000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1077364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1077454.500000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1077454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1077547.375000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1077547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1077634.875000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1077635 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1077693.250000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1077693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1077742.000000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1077742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1077792.500000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1077792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1077835.125000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1077835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1077873.125000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1077873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1077906.625000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1077907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1077930.750000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1077931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1077964.000000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1077964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1078006.625000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1078007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1078033.750000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1078034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1078057.250000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1078057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1078080.250000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1078080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1078094.500000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1078094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1078107.875000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1078108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1078123.625000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1078124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1078135.000000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1078135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1078149.125000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1078149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1078162.250000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1078162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1078173.250000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1078173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1078182.750000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -1078183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1078188.125000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -1078188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1078192.625000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -1078193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1078198.750000 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -1078199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1078204.750000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -1078205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1078209.750000 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -1078210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1078210.875000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -1078211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1078212.875000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -1078213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1078217.875000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -1078218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1078221.000000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -1078221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1078221.875000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -1078222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1078221.875000 Penalty: 4479.719727
	Iteration 48F: 3 clusters Score -1078222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Entering Unmasked Estep 
Score: -1147934.125000 Penalty: 2242.455322
	Iteration 0F: 2 clusters Score -1147934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1141261.625000 Penalty: 4484.910645
	Iteration 0F: 3 clusters Score -1141262 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1143137.625000 Penalty: 4484.910645
	Iteration 1F: 3 clusters Score -1143138 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1143401.500000 Penalty: 4484.910645
	Iteration 2F: 3 clusters Score -1143402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1143547.000000 Penalty: 4484.910645
	Iteration 3Q: 3 clusters Score -1143547 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1143657.875000 Penalty: 4484.910645
	Iteration 4Q: 3 clusters Score -1143658 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1143746.375000 Penalty: 4484.910645
	Iteration 5Q: 3 clusters Score -1143746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1143808.000000 Penalty: 4484.910645
	Iteration 6Q: 3 clusters Score -1143808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1143868.750000 Penalty: 4484.910645
	Iteration 7Q: 3 clusters Score -1143869 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1143936.875000 Penalty: 4484.910645
	Iteration 8Q: 3 clusters Score -1143937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1144013.750000 Penalty: 4484.910645
	Iteration 9Q: 3 clusters Score -1144014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1144103.500000 Penalty: 4484.910645
	Iteration 10Q: 3 clusters Score -1144104 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1144176.875000 Penalty: 4484.910645
	Iteration 11Q: 3 clusters Score -1144177 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1144254.125000 Penalty: 4484.910645
	Iteration 12Q: 3 clusters Score -1144254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1144340.250000 Penalty: 4484.910645
	Iteration 13Q: 3 clusters Score -1144340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1144423.500000 Penalty: 4484.910645
	Iteration 14Q: 3 clusters Score -1144424 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1144520.750000 Penalty: 4484.910645
	Iteration 15Q: 3 clusters Score -1144521 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1144616.375000 Penalty: 4484.910645
	Iteration 16Q: 3 clusters Score -1144616 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1144733.000000 Penalty: 4484.910645
	Iteration 17Q: 3 clusters Score -1144733 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1144859.875000 Penalty: 4484.910645
	Iteration 18Q: 3 clusters Score -1144860 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1144987.000000 Penalty: 4484.910645
	Iteration 19Q: 3 clusters Score -1144987 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1145119.625000 Penalty: 4484.910645
	Iteration 20F: 3 clusters Score -1145120 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1145260.250000 Penalty: 4484.910645
	Iteration 21Q: 3 clusters Score -1145260 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1145376.000000 Penalty: 4484.910645
	Iteration 22Q: 3 clusters Score -1145376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1145450.375000 Penalty: 4484.910645
	Iteration 23Q: 3 clusters Score -1145450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1145525.500000 Penalty: 4484.910645
	Iteration 24Q: 3 clusters Score -1145526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1145597.250000 Penalty: 4484.910645
	Iteration 25Q: 3 clusters Score -1145597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1145670.000000 Penalty: 4484.910645
	Iteration 26Q: 3 clusters Score -1145670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1145718.875000 Penalty: 4484.910645
	Iteration 27Q: 3 clusters Score -1145719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1145747.250000 Penalty: 4484.910645
	Iteration 28Q: 3 clusters Score -1145747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1145777.625000 Penalty: 4484.910645
	Iteration 29Q: 3 clusters Score -1145778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1145810.125000 Penalty: 4484.910645
	Iteration 30Q: 3 clusters Score -1145810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1145832.625000 Penalty: 4484.910645
	Iteration 31Q: 3 clusters Score -1145833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1145853.250000 Penalty: 4484.910645
	Iteration 32Q: 3 clusters Score -1145853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1145867.625000 Penalty: 4484.910645
	Iteration 33Q: 3 clusters Score -1145868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1145877.625000 Penalty: 4484.910645
	Iteration 34Q: 3 clusters Score -1145878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1145888.500000 Penalty: 4484.910645
	Iteration 35Q: 3 clusters Score -1145888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1145901.000000 Penalty: 4484.910645
	Iteration 36Q: 3 clusters Score -1145901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1145911.000000 Penalty: 4484.910645
	Iteration 37Q: 3 clusters Score -1145911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1145917.375000 Penalty: 4484.910645
	Iteration 38Q: 3 clusters Score -1145917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1145918.250000 Penalty: 4484.910645
	Iteration 39Q: 3 clusters Score -1145918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1145921.750000 Penalty: 4484.910645
	Iteration 40F: 3 clusters Score -1145922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1145924.125000 Penalty: 4484.910645
	Iteration 41Q: 3 clusters Score -1145924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1145927.250000 Penalty: 4484.910645
	Iteration 42Q: 3 clusters Score -1145927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1145937.750000 Penalty: 4484.910645
	Iteration 43Q: 3 clusters Score -1145938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1145943.875000 Penalty: 4484.910645
	Iteration 44Q: 3 clusters Score -1145944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1145954.000000 Penalty: 4484.910645
	Iteration 45Q: 3 clusters Score -1145954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1145957.500000 Penalty: 4484.910645
	Iteration 46Q: 3 clusters Score -1145958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1145960.625000 Penalty: 4484.910645
	Iteration 47Q: 3 clusters Score -1145961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1145963.125000 Penalty: 4484.910645
	Iteration 48Q: 3 clusters Score -1145963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1145964.375000 Penalty: 4484.910645
	Iteration 49Q: 3 clusters Score -1145964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1145966.500000 Penalty: 4484.910645
	Iteration 50Q: 3 clusters Score -1145966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1145967.125000 Penalty: 4484.910645
	Iteration 51Q: 3 clusters Score -1145967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1145967.125000 Penalty: 4484.910645
	Iteration 52F: 3 clusters Score -1145967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -809579.562500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -809579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -804187.625000 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -804187.6 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -805559.437500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -805559.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -805819.375000 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -805819.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -805986.250000 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -805986.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -806114.187500 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -806114.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -806227.875000 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -806227.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -806348.625000 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -806348.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -806456.000000 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -806456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -806556.812500 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -806556.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -806653.625000 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -806653.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -806750.750000 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -806750.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -806841.812500 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -806841.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -806918.625000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -806918.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -806999.000000 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -806999 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -807094.500000 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -807094.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -807196.687500 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -807196.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -807310.375000 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -807310.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -807424.750000 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -807424.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -807537.875000 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -807537.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -807652.875000 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -807652.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -807739.937500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -807739.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -807800.000000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -807800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -807826.750000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -807826.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -807847.437500 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -807847.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -807864.187500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -807864.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -807879.062500 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -807879.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -807891.187500 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -807891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -807897.687500 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -807897.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -807905.187500 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -807905.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -807915.875000 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -807915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -807923.062500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -807923.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -807934.437500 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -807934.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -807942.562500 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -807942.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -807944.812500 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -807944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -807944.500000 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -807944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -807950.062500 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -807950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -807950.062500 Penalty: 4339.709961
	Iteration 36F: 3 clusters Score -807950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154215.078125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152146.468750 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152146.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152477.484375 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -152477.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152603.296875 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -152603.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152672.187500 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -152672.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152713.312500 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -152713.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152749.968750 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -152750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152773.937500 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -152773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152785.890625 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -152785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152790.656250 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -152790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152793.437500 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -152793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152793.437500 Penalty: 3491.236572
	Iteration 10F: 3 clusters Score -152793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1103552.250000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -1103552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1096730.250000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -1096730 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1098738.000000 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -1098738 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1099161.625000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -1099162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1099527.500000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -1099528 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1099914.750000 Penalty: 4503.286621
	Iteration 4F: 3 clusters Score -1099915 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1100378.625000 Penalty: 4503.286621
	Iteration 5F: 3 clusters Score -1100379 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1100781.750000 Penalty: 4503.286621
	Iteration 6F: 3 clusters Score -1100782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1101054.500000 Penalty: 4503.286621
	Iteration 7F: 3 clusters Score -1101054 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1101233.500000 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -1101234 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1101357.375000 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -1101357 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1101443.625000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -1101444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1101508.125000 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -1101508 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1101561.875000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -1101562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1101604.250000 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -1101604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1101636.500000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -1101636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1101654.500000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -1101654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1101676.875000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -1101677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1101689.375000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -1101689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1101702.625000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -1101703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1101714.875000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -1101715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1101729.375000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -1101729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1101741.375000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -1101741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1101747.000000 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -1101747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1101755.750000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -1101756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1101762.250000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -1101762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1101770.500000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -1101770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1101779.750000 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -1101780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1101785.250000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -1101785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1101790.250000 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -1101790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1101796.750000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -1101797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1101806.250000 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -1101806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1101810.750000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -1101811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1101817.125000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -1101817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1101817.750000 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -1101818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1101822.750000 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -1101823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1101824.000000 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -1101824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1101830.875000 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -1101831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1101833.125000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -1101833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1101837.000000 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -1101837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1101840.000000 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -1101840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1101845.250000 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -1101845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1101847.750000 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -1101848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1101848.125000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -1101848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1101849.875000 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -1101850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1101852.250000 Penalty: 4503.286621
	Iteration 44Q: 3 clusters Score -1101852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1101852.250000 Penalty: 4503.286621
	Iteration 45Q: 3 clusters Score -1101852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1101854.000000 Penalty: 4503.286621
	Iteration 46Q: 3 clusters Score -1101854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1101854.000000 Penalty: 4503.286621
	Iteration 47F: 3 clusters Score -1101854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113941 members 
Entering Unmasked Estep 
Score: -15369495.000000 Penalty: 2887.572266
	Iteration 0F: 2 clusters Score -1.53695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -15293565.000000 Penalty: 5775.144531
	Iteration 0F: 3 clusters Score -1.529356e+07 nChanged 53933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -15324059.000000 Penalty: 5775.144531
	Iteration 1F: 3 clusters Score -1.532406e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -15324588.000000 Penalty: 5775.144531
	Iteration 2Q: 3 clusters Score -1.532459e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -15325080.000000 Penalty: 5775.144531
	Iteration 3Q: 3 clusters Score -1.532508e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -15325636.000000 Penalty: 5775.144531
	Iteration 4Q: 3 clusters Score -1.532564e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -15326154.000000 Penalty: 5775.144531
	Iteration 5Q: 3 clusters Score -1.532615e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -15326721.000000 Penalty: 5775.144531
	Iteration 6Q: 3 clusters Score -1.532672e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -15327296.000000 Penalty: 5775.144531
	Iteration 7Q: 3 clusters Score -1.53273e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -15327984.000000 Penalty: 5775.144531
	Iteration 8Q: 3 clusters Score -1.532798e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -15328949.000000 Penalty: 5775.144531
	Iteration 9Q: 3 clusters Score -1.532895e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -15330026.000000 Penalty: 5775.144531
	Iteration 10Q: 3 clusters Score -1.533003e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -15331462.000000 Penalty: 5775.144531
	Iteration 11Q: 3 clusters Score -1.533146e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -15333227.000000 Penalty: 5775.144531
	Iteration 12Q: 3 clusters Score -1.533323e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -15335169.000000 Penalty: 5775.144531
	Iteration 13Q: 3 clusters Score -1.533517e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -15337282.000000 Penalty: 5775.144531
	Iteration 14Q: 3 clusters Score -1.533728e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -15339485.000000 Penalty: 5775.144531
	Iteration 15Q: 3 clusters Score -1.533948e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -15341705.000000 Penalty: 5775.144531
	Iteration 16Q: 3 clusters Score -1.53417e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -15343974.000000 Penalty: 5775.144531
	Iteration 17Q: 3 clusters Score -1.534397e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -15346146.000000 Penalty: 5775.144531
	Iteration 18Q: 3 clusters Score -1.534615e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -15348484.000000 Penalty: 5775.144531
	Iteration 19Q: 3 clusters Score -1.534848e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -15351053.000000 Penalty: 5775.144531
	Iteration 20F: 3 clusters Score -1.535105e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -15353831.000000 Penalty: 5775.144531
	Iteration 21Q: 3 clusters Score -1.535383e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -15356564.000000 Penalty: 5775.144531
	Iteration 22Q: 3 clusters Score -1.535656e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -15359094.000000 Penalty: 5775.144531
	Iteration 23Q: 3 clusters Score -1.535909e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -15361351.000000 Penalty: 5775.144531
	Iteration 24Q: 3 clusters Score -1.536135e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -15363112.000000 Penalty: 5775.144531
	Iteration 25Q: 3 clusters Score -1.536311e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108005 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -15364456.000000 Penalty: 5775.144531
	Iteration 26Q: 3 clusters Score -1.536446e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109634 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -15365306.000000 Penalty: 5775.144531
	Iteration 27Q: 3 clusters Score -1.536531e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -15365912.000000 Penalty: 5775.144531
	Iteration 28Q: 3 clusters Score -1.536591e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15366329.000000 Penalty: 5775.144531
	Iteration 29Q: 3 clusters Score -1.536633e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -15366560.000000 Penalty: 5775.144531
	Iteration 30Q: 3 clusters Score -1.536656e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15366724.000000 Penalty: 5775.144531
	Iteration 31Q: 3 clusters Score -1.536672e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112391 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15366796.000000 Penalty: 5775.144531
	Iteration 32Q: 3 clusters Score -1.53668e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15366843.000000 Penalty: 5775.144531
	Iteration 33Q: 3 clusters Score -1.536684e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15366911.000000 Penalty: 5775.144531
	Iteration 34Q: 3 clusters Score -1.536691e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15366960.000000 Penalty: 5775.144531
	Iteration 35Q: 3 clusters Score -1.536696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15366994.000000 Penalty: 5775.144531
	Iteration 36Q: 3 clusters Score -1.536699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15366999.000000 Penalty: 5775.144531
	Iteration 37Q: 3 clusters Score -1.5367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15367012.000000 Penalty: 5775.144531
	Iteration 38Q: 3 clusters Score -1.536701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15367033.000000 Penalty: 5775.144531
	Iteration 39Q: 3 clusters Score -1.536703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -15367056.000000 Penalty: 5775.144531
	Iteration 40F: 3 clusters Score -1.536706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15367058.000000 Penalty: 5775.144531
	Iteration 41Q: 3 clusters Score -1.536706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -15367069.000000 Penalty: 5775.144531
	Iteration 42Q: 3 clusters Score -1.536707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15367059.000000 Penalty: 5775.144531
	Iteration 43Q: 3 clusters Score -1.536706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15367067.000000 Penalty: 5775.144531
	Iteration 44Q: 3 clusters Score -1.536707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15367060.000000 Penalty: 5775.144531
	Iteration 45Q: 3 clusters Score -1.536706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15367060.000000 Penalty: 5775.144531
	Iteration 46Q: 3 clusters Score -1.536706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15367071.000000 Penalty: 5775.144531
	Iteration 47Q: 3 clusters Score -1.536707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15367063.000000 Penalty: 5775.144531
	Iteration 48Q: 3 clusters Score -1.536706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15367061.000000 Penalty: 5775.144531
	Iteration 49Q: 3 clusters Score -1.536706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15367062.000000 Penalty: 5775.144531
	Iteration 50Q: 3 clusters Score -1.536706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112984 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15367066.000000 Penalty: 5775.144531
	Iteration 51Q: 3 clusters Score -1.536707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15367066.000000 Penalty: 5775.144531
	Iteration 52Q: 3 clusters Score -1.536707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15367066.000000 Penalty: 5775.144531
	Iteration 53F: 3 clusters Score -1.536707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Entering Unmasked Estep 
Score: -12091492.000000 Penalty: 2826.271484
	Iteration 0F: 2 clusters Score -1.209149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -12031471.000000 Penalty: 5652.542969
	Iteration 0F: 3 clusters Score -1.203147e+07 nChanged 42235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -12055478.000000 Penalty: 5652.542969
	Iteration 1F: 3 clusters Score -1.205548e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -12056308.000000 Penalty: 5652.542969
	Iteration 2Q: 3 clusters Score -1.205631e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -12057294.000000 Penalty: 5652.542969
	Iteration 3Q: 3 clusters Score -1.205729e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -12058477.000000 Penalty: 5652.542969
	Iteration 4Q: 3 clusters Score -1.205848e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -12059962.000000 Penalty: 5652.542969
	Iteration 5Q: 3 clusters Score -1.205996e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -12061753.000000 Penalty: 5652.542969
	Iteration 6Q: 3 clusters Score -1.206175e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -12064049.000000 Penalty: 5652.542969
	Iteration 7F: 3 clusters Score -1.206405e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -12066738.000000 Penalty: 5652.542969
	Iteration 8F: 3 clusters Score -1.206674e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -12069941.000000 Penalty: 5652.542969
	Iteration 9F: 3 clusters Score -1.206994e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -12073468.000000 Penalty: 5652.542969
	Iteration 10F: 3 clusters Score -1.207347e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -12075933.000000 Penalty: 5652.542969
	Iteration 11Q: 3 clusters Score -1.207593e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -12077336.000000 Penalty: 5652.542969
	Iteration 12Q: 3 clusters Score -1.207734e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -12077991.000000 Penalty: 5652.542969
	Iteration 13Q: 3 clusters Score -1.207799e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -12078418.000000 Penalty: 5652.542969
	Iteration 14Q: 3 clusters Score -1.207842e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -12078905.000000 Penalty: 5652.542969
	Iteration 15Q: 3 clusters Score -1.20789e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -12079457.000000 Penalty: 5652.542969
	Iteration 16Q: 3 clusters Score -1.207946e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -12079987.000000 Penalty: 5652.542969
	Iteration 17Q: 3 clusters Score -1.207999e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -12080568.000000 Penalty: 5652.542969
	Iteration 18Q: 3 clusters Score -1.208057e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -12081312.000000 Penalty: 5652.542969
	Iteration 19Q: 3 clusters Score -1.208131e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -12082036.000000 Penalty: 5652.542969
	Iteration 20F: 3 clusters Score -1.208204e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -12082835.000000 Penalty: 5652.542969
	Iteration 21Q: 3 clusters Score -1.208284e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -12083566.000000 Penalty: 5652.542969
	Iteration 22Q: 3 clusters Score -1.208357e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -12084212.000000 Penalty: 5652.542969
	Iteration 23Q: 3 clusters Score -1.208421e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -12084809.000000 Penalty: 5652.542969
	Iteration 24Q: 3 clusters Score -1.208481e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -12085503.000000 Penalty: 5652.542969
	Iteration 25Q: 3 clusters Score -1.20855e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -12086069.000000 Penalty: 5652.542969
	Iteration 26Q: 3 clusters Score -1.208607e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -12086554.000000 Penalty: 5652.542969
	Iteration 27Q: 3 clusters Score -1.208655e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -12086921.000000 Penalty: 5652.542969
	Iteration 28Q: 3 clusters Score -1.208692e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -12087270.000000 Penalty: 5652.542969
	Iteration 29Q: 3 clusters Score -1.208727e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -12087570.000000 Penalty: 5652.542969
	Iteration 30Q: 3 clusters Score -1.208757e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -12087820.000000 Penalty: 5652.542969
	Iteration 31Q: 3 clusters Score -1.208782e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -12088030.000000 Penalty: 5652.542969
	Iteration 32Q: 3 clusters Score -1.208803e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -12088193.000000 Penalty: 5652.542969
	Iteration 33Q: 3 clusters Score -1.208819e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -12088334.000000 Penalty: 5652.542969
	Iteration 34Q: 3 clusters Score -1.208833e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -12088450.000000 Penalty: 5652.542969
	Iteration 35Q: 3 clusters Score -1.208845e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -12088525.000000 Penalty: 5652.542969
	Iteration 36Q: 3 clusters Score -1.208852e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12088613.000000 Penalty: 5652.542969
	Iteration 37Q: 3 clusters Score -1.208861e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -12088695.000000 Penalty: 5652.542969
	Iteration 38Q: 3 clusters Score -1.20887e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12088752.000000 Penalty: 5652.542969
	Iteration 39Q: 3 clusters Score -1.208875e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12088783.000000 Penalty: 5652.542969
	Iteration 40F: 3 clusters Score -1.208878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12088810.000000 Penalty: 5652.542969
	Iteration 41Q: 3 clusters Score -1.208881e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -12088849.000000 Penalty: 5652.542969
	Iteration 42Q: 3 clusters Score -1.208885e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12088894.000000 Penalty: 5652.542969
	Iteration 43Q: 3 clusters Score -1.208889e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12088940.000000 Penalty: 5652.542969
	Iteration 44Q: 3 clusters Score -1.208894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -12088942.000000 Penalty: 5652.542969
	Iteration 45Q: 3 clusters Score -1.208894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12088959.000000 Penalty: 5652.542969
	Iteration 46Q: 3 clusters Score -1.208896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12088950.000000 Penalty: 5652.542969
	Iteration 47Q: 3 clusters Score -1.208895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12088947.000000 Penalty: 5652.542969
	Iteration 48Q: 3 clusters Score -1.208895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12088952.000000 Penalty: 5652.542969
	Iteration 49Q: 3 clusters Score -1.208895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12088966.000000 Penalty: 5652.542969
	Iteration 50Q: 3 clusters Score -1.208897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12088980.000000 Penalty: 5652.542969
	Iteration 51Q: 3 clusters Score -1.208898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12088973.000000 Penalty: 5652.542969
	Iteration 52Q: 3 clusters Score -1.208897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12088988.000000 Penalty: 5652.542969
	Iteration 53Q: 3 clusters Score -1.208899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12088991.000000 Penalty: 5652.542969
	Iteration 54Q: 3 clusters Score -1.208899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12088990.000000 Penalty: 5652.542969
	Iteration 55Q: 3 clusters Score -1.208899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12088998.000000 Penalty: 5652.542969
	Iteration 56Q: 3 clusters Score -1.2089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12089014.000000 Penalty: 5652.542969
	Iteration 57Q: 3 clusters Score -1.208901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12089009.000000 Penalty: 5652.542969
	Iteration 58Q: 3 clusters Score -1.208901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12089022.000000 Penalty: 5652.542969
	Iteration 59Q: 3 clusters Score -1.208902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -12089030.000000 Penalty: 5652.542969
	Iteration 60F: 3 clusters Score -1.208903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12089028.000000 Penalty: 5652.542969
	Iteration 61Q: 3 clusters Score -1.208903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12089039.000000 Penalty: 5652.542969
	Iteration 62Q: 3 clusters Score -1.208904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12089050.000000 Penalty: 5652.542969
	Iteration 63Q: 3 clusters Score -1.208905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12089038.000000 Penalty: 5652.542969
	Iteration 64Q: 3 clusters Score -1.208904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12089046.000000 Penalty: 5652.542969
	Iteration 65Q: 3 clusters Score -1.208905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12089049.000000 Penalty: 5652.542969
	Iteration 66Q: 3 clusters Score -1.208905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12089047.000000 Penalty: 5652.542969
	Iteration 67Q: 3 clusters Score -1.208905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12089065.000000 Penalty: 5652.542969
	Iteration 68Q: 3 clusters Score -1.208906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12089065.000000 Penalty: 5652.542969
	Iteration 69Q: 3 clusters Score -1.208906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12089072.000000 Penalty: 5652.542969
	Iteration 70Q: 3 clusters Score -1.208907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12089066.000000 Penalty: 5652.542969
	Iteration 71Q: 3 clusters Score -1.208907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12089069.000000 Penalty: 5652.542969
	Iteration 72Q: 3 clusters Score -1.208907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12089066.000000 Penalty: 5652.542969
	Iteration 73Q: 3 clusters Score -1.208907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12089069.000000 Penalty: 5652.542969
	Iteration 74Q: 3 clusters Score -1.208907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12089069.000000 Penalty: 5652.542969
	Iteration 75F: 3 clusters Score -1.208907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Entering Unmasked Estep 
Score: -10184262.000000 Penalty: 2788.089600
	Iteration 0F: 2 clusters Score -1.018426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -10133041.000000 Penalty: 5576.179199
	Iteration 0F: 3 clusters Score -1.013304e+07 nChanged 35770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -10153227.000000 Penalty: 5576.179199
	Iteration 1F: 3 clusters Score -1.015323e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -10153858.000000 Penalty: 5576.179199
	Iteration 2Q: 3 clusters Score -1.015386e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -10154715.000000 Penalty: 5576.179199
	Iteration 3Q: 3 clusters Score -1.015472e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -10155752.000000 Penalty: 5576.179199
	Iteration 4Q: 3 clusters Score -1.015575e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -10157266.000000 Penalty: 5576.179199
	Iteration 5Q: 3 clusters Score -1.015727e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -10159164.000000 Penalty: 5576.179199
	Iteration 6F: 3 clusters Score -1.015916e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -10161371.000000 Penalty: 5576.179199
	Iteration 7F: 3 clusters Score -1.016137e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -10163659.000000 Penalty: 5576.179199
	Iteration 8F: 3 clusters Score -1.016366e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -10166073.000000 Penalty: 5576.179199
	Iteration 9F: 3 clusters Score -1.016607e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -10168698.000000 Penalty: 5576.179199
	Iteration 10F: 3 clusters Score -1.01687e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -10171334.000000 Penalty: 5576.179199
	Iteration 11F: 3 clusters Score -1.017133e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -10173893.000000 Penalty: 5576.179199
	Iteration 12Q: 3 clusters Score -1.017389e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -10176193.000000 Penalty: 5576.179199
	Iteration 13Q: 3 clusters Score -1.017619e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -10178129.000000 Penalty: 5576.179199
	Iteration 14Q: 3 clusters Score -1.017813e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -10179625.000000 Penalty: 5576.179199
	Iteration 15Q: 3 clusters Score -1.017962e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -10180630.000000 Penalty: 5576.179199
	Iteration 16Q: 3 clusters Score -1.018063e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -10181200.000000 Penalty: 5576.179199
	Iteration 17Q: 3 clusters Score -1.01812e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -10181472.000000 Penalty: 5576.179199
	Iteration 18Q: 3 clusters Score -1.018147e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -10181611.000000 Penalty: 5576.179199
	Iteration 19Q: 3 clusters Score -1.018161e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -10181693.000000 Penalty: 5576.179199
	Iteration 20F: 3 clusters Score -1.018169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -10181753.000000 Penalty: 5576.179199
	Iteration 21Q: 3 clusters Score -1.018175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10181771.000000 Penalty: 5576.179199
	Iteration 22Q: 3 clusters Score -1.018177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -10181796.000000 Penalty: 5576.179199
	Iteration 23Q: 3 clusters Score -1.01818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10181814.000000 Penalty: 5576.179199
	Iteration 24Q: 3 clusters Score -1.018181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -10181838.000000 Penalty: 5576.179199
	Iteration 25Q: 3 clusters Score -1.018184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -10181840.000000 Penalty: 5576.179199
	Iteration 26Q: 3 clusters Score -1.018184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -10181848.000000 Penalty: 5576.179199
	Iteration 27Q: 3 clusters Score -1.018185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10181860.000000 Penalty: 5576.179199
	Iteration 28Q: 3 clusters Score -1.018186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10181868.000000 Penalty: 5576.179199
	Iteration 29Q: 3 clusters Score -1.018187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -10181864.000000 Penalty: 5576.179199
	Iteration 30Q: 3 clusters Score -1.018186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -10181872.000000 Penalty: 5576.179199
	Iteration 31Q: 3 clusters Score -1.018187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -10181870.000000 Penalty: 5576.179199
	Iteration 32Q: 3 clusters Score -1.018187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -10181870.000000 Penalty: 5576.179199
	Iteration 33F: 3 clusters Score -1.018187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -951378.562500 Penalty: 2207.538818
	Iteration 0F: 2 clusters Score -951378.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -945399.125000 Penalty: 4415.077637
	Iteration 0F: 3 clusters Score -945399.1 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -946947.937500 Penalty: 4415.077637
	Iteration 1F: 3 clusters Score -946947.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -947282.875000 Penalty: 4415.077637
	Iteration 2F: 3 clusters Score -947282.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -947544.250000 Penalty: 4415.077637
	Iteration 3F: 3 clusters Score -947544.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -947789.187500 Penalty: 4415.077637
	Iteration 4Q: 3 clusters Score -947789.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -948036.562500 Penalty: 4415.077637
	Iteration 5Q: 3 clusters Score -948036.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -948300.375000 Penalty: 4415.077637
	Iteration 6Q: 3 clusters Score -948300.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -948606.812500 Penalty: 4415.077637
	Iteration 7Q: 3 clusters Score -948606.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -948926.687500 Penalty: 4415.077637
	Iteration 8F: 3 clusters Score -948926.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -949196.937500 Penalty: 4415.077637
	Iteration 9F: 3 clusters Score -949196.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -949385.937500 Penalty: 4415.077637
	Iteration 10Q: 3 clusters Score -949385.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -949493.875000 Penalty: 4415.077637
	Iteration 11Q: 3 clusters Score -949493.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -949585.937500 Penalty: 4415.077637
	Iteration 12Q: 3 clusters Score -949585.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -949651.312500 Penalty: 4415.077637
	Iteration 13Q: 3 clusters Score -949651.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -949702.875000 Penalty: 4415.077637
	Iteration 14Q: 3 clusters Score -949702.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -949736.937500 Penalty: 4415.077637
	Iteration 15Q: 3 clusters Score -949736.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -949764.812500 Penalty: 4415.077637
	Iteration 16Q: 3 clusters Score -949764.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -949798.250000 Penalty: 4415.077637
	Iteration 17Q: 3 clusters Score -949798.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -949824.750000 Penalty: 4415.077637
	Iteration 18Q: 3 clusters Score -949824.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -949843.125000 Penalty: 4415.077637
	Iteration 19Q: 3 clusters Score -949843.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -949854.562500 Penalty: 4415.077637
	Iteration 20F: 3 clusters Score -949854.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -949865.000000 Penalty: 4415.077637
	Iteration 21Q: 3 clusters Score -949865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -949870.187500 Penalty: 4415.077637
	Iteration 22Q: 3 clusters Score -949870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -949874.562500 Penalty: 4415.077637
	Iteration 23Q: 3 clusters Score -949874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -949877.625000 Penalty: 4415.077637
	Iteration 24Q: 3 clusters Score -949877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -949882.437500 Penalty: 4415.077637
	Iteration 25Q: 3 clusters Score -949882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -949882.750000 Penalty: 4415.077637
	Iteration 26Q: 3 clusters Score -949882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -949884.625000 Penalty: 4415.077637
	Iteration 27Q: 3 clusters Score -949884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -949884.250000 Penalty: 4415.077637
	Iteration 28Q: 3 clusters Score -949884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -949887.687500 Penalty: 4415.077637
	Iteration 29Q: 3 clusters Score -949887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -949888.125000 Penalty: 4415.077637
	Iteration 30Q: 3 clusters Score -949888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -949889.375000 Penalty: 4415.077637
	Iteration 31Q: 3 clusters Score -949889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -949889.437500 Penalty: 4415.077637
	Iteration 32Q: 3 clusters Score -949889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -949889.437500 Penalty: 4415.077637
	Iteration 33F: 3 clusters Score -949889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Entering Unmasked Estep 
Score: -6640965.500000 Penalty: 2674.962402
	Iteration 0F: 2 clusters Score -6640966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6608313.500000 Penalty: 5349.924805
	Iteration 0F: 3 clusters Score -6608314 nChanged 22316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6620702.000000 Penalty: 5349.924805
	Iteration 1F: 3 clusters Score -6620702 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -6621382.000000 Penalty: 5349.924805
	Iteration 2Q: 3 clusters Score -6621382 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6622156.000000 Penalty: 5349.924805
	Iteration 3Q: 3 clusters Score -6622156 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6623018.500000 Penalty: 5349.924805
	Iteration 4Q: 3 clusters Score -6623018 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -6624294.000000 Penalty: 5349.924805
	Iteration 5F: 3 clusters Score -6624294 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -6626177.500000 Penalty: 5349.924805
	Iteration 6F: 3 clusters Score -6626178 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6628762.500000 Penalty: 5349.924805
	Iteration 7F: 3 clusters Score -6628762 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6631549.000000 Penalty: 5349.924805
	Iteration 8F: 3 clusters Score -6631549 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -6633959.000000 Penalty: 5349.924805
	Iteration 9F: 3 clusters Score -6633959 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6635679.000000 Penalty: 5349.924805
	Iteration 10Q: 3 clusters Score -6635679 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -6636703.000000 Penalty: 5349.924805
	Iteration 11Q: 3 clusters Score -6636703 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6637290.000000 Penalty: 5349.924805
	Iteration 12Q: 3 clusters Score -6637290 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -6637668.000000 Penalty: 5349.924805
	Iteration 13Q: 3 clusters Score -6637668 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6637938.500000 Penalty: 5349.924805
	Iteration 14Q: 3 clusters Score -6637938 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6638159.500000 Penalty: 5349.924805
	Iteration 15Q: 3 clusters Score -6638160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -6638292.500000 Penalty: 5349.924805
	Iteration 16Q: 3 clusters Score -6638292 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -6638426.500000 Penalty: 5349.924805
	Iteration 17Q: 3 clusters Score -6638426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6638538.000000 Penalty: 5349.924805
	Iteration 18Q: 3 clusters Score -6638538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -6638603.000000 Penalty: 5349.924805
	Iteration 19Q: 3 clusters Score -6638603 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -6638674.500000 Penalty: 5349.924805
	Iteration 20F: 3 clusters Score -6638674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6638713.000000 Penalty: 5349.924805
	Iteration 21Q: 3 clusters Score -6638713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6638737.000000 Penalty: 5349.924805
	Iteration 22Q: 3 clusters Score -6638737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6638764.000000 Penalty: 5349.924805
	Iteration 23Q: 3 clusters Score -6638764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6638798.500000 Penalty: 5349.924805
	Iteration 24Q: 3 clusters Score -6638798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6638841.500000 Penalty: 5349.924805
	Iteration 25Q: 3 clusters Score -6638842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -6638874.000000 Penalty: 5349.924805
	Iteration 26Q: 3 clusters Score -6638874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6638898.500000 Penalty: 5349.924805
	Iteration 27Q: 3 clusters Score -6638898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6638900.000000 Penalty: 5349.924805
	Iteration 28Q: 3 clusters Score -6638900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6638898.500000 Penalty: 5349.924805
	Iteration 29Q: 3 clusters Score -6638898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6638917.000000 Penalty: 5349.924805
	Iteration 30Q: 3 clusters Score -6638917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6638931.500000 Penalty: 5349.924805
	Iteration 31Q: 3 clusters Score -6638932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6638934.500000 Penalty: 5349.924805
	Iteration 32Q: 3 clusters Score -6638934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6638944.500000 Penalty: 5349.924805
	Iteration 33Q: 3 clusters Score -6638944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6638951.000000 Penalty: 5349.924805
	Iteration 34Q: 3 clusters Score -6638951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6638946.500000 Penalty: 5349.924805
	Iteration 35Q: 3 clusters Score -6638946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -6638945.500000 Penalty: 5349.924805
	Iteration 36Q: 3 clusters Score -6638946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -6638941.500000 Penalty: 5349.924805
	Iteration 37Q: 3 clusters Score -6638942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -6638944.500000 Penalty: 5349.924805
	Iteration 38Q: 3 clusters Score -6638944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6638946.000000 Penalty: 5349.924805
	Iteration 39Q: 3 clusters Score -6638946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6638947.500000 Penalty: 5349.924805
	Iteration 40F: 3 clusters Score -6638948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6638954.000000 Penalty: 5349.924805
	Iteration 41Q: 3 clusters Score -6638954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6638952.000000 Penalty: 5349.924805
	Iteration 42Q: 3 clusters Score -6638952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6638953.000000 Penalty: 5349.924805
	Iteration 43Q: 3 clusters Score -6638953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6638953.500000 Penalty: 5349.924805
	Iteration 44Q: 3 clusters Score -6638954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6638965.500000 Penalty: 5349.924805
	Iteration 45Q: 3 clusters Score -6638966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6638974.000000 Penalty: 5349.924805
	Iteration 46Q: 3 clusters Score -6638974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6638983.500000 Penalty: 5349.924805
	Iteration 47Q: 3 clusters Score -6638984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6638990.500000 Penalty: 5349.924805
	Iteration 48Q: 3 clusters Score -6638990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6638995.500000 Penalty: 5349.924805
	Iteration 49Q: 3 clusters Score -6638996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -6638991.500000 Penalty: 5349.924805
	Iteration 50Q: 3 clusters Score -6638992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -6638996.500000 Penalty: 5349.924805
	Iteration 51Q: 3 clusters Score -6638996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6639000.000000 Penalty: 5349.924805
	Iteration 52Q: 3 clusters Score -6639000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6639007.500000 Penalty: 5349.924805
	Iteration 53Q: 3 clusters Score -6639008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6639007.500000 Penalty: 5349.924805
	Iteration 54Q: 3 clusters Score -6639008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6639009.500000 Penalty: 5349.924805
	Iteration 55Q: 3 clusters Score -6639010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -6639011.000000 Penalty: 5349.924805
	Iteration 56Q: 3 clusters Score -6639011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -6639017.000000 Penalty: 5349.924805
	Iteration 57Q: 3 clusters Score -6639017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6639026.500000 Penalty: 5349.924805
	Iteration 58Q: 3 clusters Score -6639026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6639029.000000 Penalty: 5349.924805
	Iteration 59Q: 3 clusters Score -6639029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6639032.000000 Penalty: 5349.924805
	Iteration 60F: 3 clusters Score -6639032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6639038.500000 Penalty: 5349.924805
	Iteration 61Q: 3 clusters Score -6639038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6639038.500000 Penalty: 5349.924805
	Iteration 62F: 3 clusters Score -6639038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -272162.375000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -272162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269483.687500 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -269483.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -270116.718750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -270116.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270283.468750 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -270283.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270382.281250 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -270382.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -270451.625000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -270451.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -270493.406250 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -270493.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -270520.312500 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -270520.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -270541.718750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -270541.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -270556.968750 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -270557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -270568.312500 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -270568.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -270583.812500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -270583.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -270604.437500 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -270604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -270622.937500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -270622.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -270645.750000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -270645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -270667.937500 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -270667.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -270687.062500 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -270687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -270702.750000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -270702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270715.093750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -270715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -270729.000000 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -270729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -270736.343750 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -270736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -270750.031250 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -270750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -270770.687500 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -270770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -270781.937500 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -270781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -270787.593750 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -270787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -270790.375000 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -270790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -270790.375000 Penalty: 3820.019531
	Iteration 25F: 3 clusters Score -270790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -113610.757812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -113610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111785.359375 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -111785.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112036.265625 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -112036.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112126.257812 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -112126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112155.265625 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -112155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112172.273438 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -112172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112194.539062 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -112194.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112212.703125 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -112212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112225.804688 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -112225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112235.789062 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -112235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112238.437500 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -112238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112238.437500 Penalty: 3353.165527
	Iteration 10F: 3 clusters Score -112238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Entering Unmasked Estep 
Score: -4694698.000000 Penalty: 2594.104492
	Iteration 0F: 2 clusters Score -4694698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4670835.500000 Penalty: 5188.208984
	Iteration 0F: 3 clusters Score -4670836 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4679374.500000 Penalty: 5188.208984
	Iteration 1F: 3 clusters Score -4679374 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4679862.000000 Penalty: 5188.208984
	Iteration 2Q: 3 clusters Score -4679862 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4680262.500000 Penalty: 5188.208984
	Iteration 3Q: 3 clusters Score -4680262 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4680624.000000 Penalty: 5188.208984
	Iteration 4Q: 3 clusters Score -4680624 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4681010.500000 Penalty: 5188.208984
	Iteration 5Q: 3 clusters Score -4681010 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4681498.000000 Penalty: 5188.208984
	Iteration 6Q: 3 clusters Score -4681498 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4682086.500000 Penalty: 5188.208984
	Iteration 7Q: 3 clusters Score -4682086 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -4682848.000000 Penalty: 5188.208984
	Iteration 8Q: 3 clusters Score -4682848 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4683938.000000 Penalty: 5188.208984
	Iteration 9F: 3 clusters Score -4683938 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4685229.500000 Penalty: 5188.208984
	Iteration 10F: 3 clusters Score -4685230 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4686803.500000 Penalty: 5188.208984
	Iteration 11F: 3 clusters Score -4686804 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4688476.500000 Penalty: 5188.208984
	Iteration 12F: 3 clusters Score -4688476 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4689822.500000 Penalty: 5188.208984
	Iteration 13Q: 3 clusters Score -4689822 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4690809.500000 Penalty: 5188.208984
	Iteration 14Q: 3 clusters Score -4690810 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4691446.000000 Penalty: 5188.208984
	Iteration 15Q: 3 clusters Score -4691446 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4691802.000000 Penalty: 5188.208984
	Iteration 16Q: 3 clusters Score -4691802 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4692041.000000 Penalty: 5188.208984
	Iteration 17Q: 3 clusters Score -4692041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4692162.000000 Penalty: 5188.208984
	Iteration 18Q: 3 clusters Score -4692162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4692257.000000 Penalty: 5188.208984
	Iteration 19Q: 3 clusters Score -4692257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4692297.000000 Penalty: 5188.208984
	Iteration 20F: 3 clusters Score -4692297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4692331.500000 Penalty: 5188.208984
	Iteration 21Q: 3 clusters Score -4692332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4692373.000000 Penalty: 5188.208984
	Iteration 22Q: 3 clusters Score -4692373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4692389.000000 Penalty: 5188.208984
	Iteration 23Q: 3 clusters Score -4692389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4692403.000000 Penalty: 5188.208984
	Iteration 24Q: 3 clusters Score -4692403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4692409.500000 Penalty: 5188.208984
	Iteration 25Q: 3 clusters Score -4692410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4692410.500000 Penalty: 5188.208984
	Iteration 26Q: 3 clusters Score -4692410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4692423.000000 Penalty: 5188.208984
	Iteration 27Q: 3 clusters Score -4692423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4692429.000000 Penalty: 5188.208984
	Iteration 28Q: 3 clusters Score -4692429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4692430.500000 Penalty: 5188.208984
	Iteration 29Q: 3 clusters Score -4692430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4692424.500000 Penalty: 5188.208984
	Iteration 30Q: 3 clusters Score -4692424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4692431.500000 Penalty: 5188.208984
	Iteration 31Q: 3 clusters Score -4692432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4692429.500000 Penalty: 5188.208984
	Iteration 32Q: 3 clusters Score -4692430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4692440.500000 Penalty: 5188.208984
	Iteration 33Q: 3 clusters Score -4692440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4692454.000000 Penalty: 5188.208984
	Iteration 34Q: 3 clusters Score -4692454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4692456.500000 Penalty: 5188.208984
	Iteration 35Q: 3 clusters Score -4692456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4692458.500000 Penalty: 5188.208984
	Iteration 36Q: 3 clusters Score -4692458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4692460.500000 Penalty: 5188.208984
	Iteration 37Q: 3 clusters Score -4692460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4692463.500000 Penalty: 5188.208984
	Iteration 38Q: 3 clusters Score -4692464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4692463.500000 Penalty: 5188.208984
	Iteration 39F: 3 clusters Score -4692464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -320316.531250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -320316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -317419.062500 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -317419.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -317948.687500 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -317948.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -318104.406250 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -318104.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -318191.531250 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -318191.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -318271.937500 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -318271.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -318327.562500 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -318327.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -318365.656250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -318365.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -318407.125000 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -318407.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318449.375000 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -318449.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318486.000000 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -318486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -318527.375000 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -318527.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318582.000000 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -318582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -318648.500000 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -318648.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -318697.500000 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -318697.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318734.468750 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -318734.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -318768.750000 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -318768.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -318809.968750 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -318810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -318857.000000 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -318857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318903.656250 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -318903.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -318951.937500 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -318951.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -318993.312500 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -318993.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -319034.437500 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -319034.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -319066.437500 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -319066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -319084.968750 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -319085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -319101.562500 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -319101.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -319121.593750 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -319121.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -319136.968750 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -319137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -319151.750000 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -319151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -319161.562500 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -319161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -319174.625000 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -319174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -319188.875000 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -319188.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -319204.875000 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -319204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -319213.218750 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -319213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -319219.281250 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -319219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -319222.687500 Penalty: 3863.364014
	Iteration 34Q: 3 clusters Score -319222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -319224.562500 Penalty: 3863.364014
	Iteration 35Q: 3 clusters Score -319224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -319229.062500 Penalty: 3863.364014
	Iteration 36Q: 3 clusters Score -319229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -319232.000000 Penalty: 3863.364014
	Iteration 37Q: 3 clusters Score -319232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -319236.281250 Penalty: 3863.364014
	Iteration 38Q: 3 clusters Score -319236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -319241.375000 Penalty: 3863.364014
	Iteration 39Q: 3 clusters Score -319241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -319247.375000 Penalty: 3863.364014
	Iteration 40F: 3 clusters Score -319247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -319249.812500 Penalty: 3863.364014
	Iteration 41Q: 3 clusters Score -319249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -319251.625000 Penalty: 3863.364014
	Iteration 42Q: 3 clusters Score -319251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -319252.437500 Penalty: 3863.364014
	Iteration 43Q: 3 clusters Score -319252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -319253.937500 Penalty: 3863.364014
	Iteration 44Q: 3 clusters Score -319253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -319255.656250 Penalty: 3863.364014
	Iteration 45Q: 3 clusters Score -319255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -319255.656250 Penalty: 3863.364014
	Iteration 46Q: 3 clusters Score -319255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -319255.656250 Penalty: 3863.364014
	Iteration 47F: 3 clusters Score -319255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Entering Unmasked Estep 
Score: -12718410.000000 Penalty: 2837.338623
	Iteration 0F: 2 clusters Score -1.271841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -12656437.000000 Penalty: 5674.677246
	Iteration 0F: 3 clusters Score -1.265644e+07 nChanged 43840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -12681566.000000 Penalty: 5674.677246
	Iteration 1F: 3 clusters Score -1.268157e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -12682557.000000 Penalty: 5674.677246
	Iteration 2Q: 3 clusters Score -1.268256e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -12683969.000000 Penalty: 5674.677246
	Iteration 3Q: 3 clusters Score -1.268397e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -12685954.000000 Penalty: 5674.677246
	Iteration 4Q: 3 clusters Score -1.268595e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -12688862.000000 Penalty: 5674.677246
	Iteration 5F: 3 clusters Score -1.268886e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -12693115.000000 Penalty: 5674.677246
	Iteration 6F: 3 clusters Score -1.269312e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -12698953.000000 Penalty: 5674.677246
	Iteration 7F: 3 clusters Score -1.269895e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -12704738.000000 Penalty: 5674.677246
	Iteration 8F: 3 clusters Score -1.270474e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -12709250.000000 Penalty: 5674.677246
	Iteration 9F: 3 clusters Score -1.270925e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -12711949.000000 Penalty: 5674.677246
	Iteration 10Q: 3 clusters Score -1.271195e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -12713441.000000 Penalty: 5674.677246
	Iteration 11Q: 3 clusters Score -1.271344e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -12714341.000000 Penalty: 5674.677246
	Iteration 12Q: 3 clusters Score -1.271434e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -12714946.000000 Penalty: 5674.677246
	Iteration 13Q: 3 clusters Score -1.271495e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -12715262.000000 Penalty: 5674.677246
	Iteration 14Q: 3 clusters Score -1.271526e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -12715489.000000 Penalty: 5674.677246
	Iteration 15Q: 3 clusters Score -1.271549e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12715649.000000 Penalty: 5674.677246
	Iteration 16Q: 3 clusters Score -1.271565e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -12715758.000000 Penalty: 5674.677246
	Iteration 17Q: 3 clusters Score -1.271576e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12715861.000000 Penalty: 5674.677246
	Iteration 18Q: 3 clusters Score -1.271586e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12715879.000000 Penalty: 5674.677246
	Iteration 19Q: 3 clusters Score -1.271588e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12715919.000000 Penalty: 5674.677246
	Iteration 20F: 3 clusters Score -1.271592e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -12715941.000000 Penalty: 5674.677246
	Iteration 21Q: 3 clusters Score -1.271594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12715956.000000 Penalty: 5674.677246
	Iteration 22Q: 3 clusters Score -1.271596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12715992.000000 Penalty: 5674.677246
	Iteration 23Q: 3 clusters Score -1.271599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12716005.000000 Penalty: 5674.677246
	Iteration 24Q: 3 clusters Score -1.2716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12716025.000000 Penalty: 5674.677246
	Iteration 25Q: 3 clusters Score -1.271602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12716034.000000 Penalty: 5674.677246
	Iteration 26Q: 3 clusters Score -1.271603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12716039.000000 Penalty: 5674.677246
	Iteration 27Q: 3 clusters Score -1.271604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -12716046.000000 Penalty: 5674.677246
	Iteration 28Q: 3 clusters Score -1.271605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12716047.000000 Penalty: 5674.677246
	Iteration 29Q: 3 clusters Score -1.271605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12716051.000000 Penalty: 5674.677246
	Iteration 30Q: 3 clusters Score -1.271605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12716078.000000 Penalty: 5674.677246
	Iteration 31Q: 3 clusters Score -1.271608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12716081.000000 Penalty: 5674.677246
	Iteration 32Q: 3 clusters Score -1.271608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12716079.000000 Penalty: 5674.677246
	Iteration 33Q: 3 clusters Score -1.271608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12716085.000000 Penalty: 5674.677246
	Iteration 34Q: 3 clusters Score -1.271608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12716096.000000 Penalty: 5674.677246
	Iteration 35Q: 3 clusters Score -1.27161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12716102.000000 Penalty: 5674.677246
	Iteration 36Q: 3 clusters Score -1.27161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12716097.000000 Penalty: 5674.677246
	Iteration 37Q: 3 clusters Score -1.27161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -12716100.000000 Penalty: 5674.677246
	Iteration 38Q: 3 clusters Score -1.27161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -12716107.000000 Penalty: 5674.677246
	Iteration 39Q: 3 clusters Score -1.271611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12716099.000000 Penalty: 5674.677246
	Iteration 40F: 3 clusters Score -1.27161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12716106.000000 Penalty: 5674.677246
	Iteration 41Q: 3 clusters Score -1.271611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12716099.000000 Penalty: 5674.677246
	Iteration 42Q: 3 clusters Score -1.27161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12716098.000000 Penalty: 5674.677246
	Iteration 43Q: 3 clusters Score -1.27161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12716114.000000 Penalty: 5674.677246
	Iteration 44Q: 3 clusters Score -1.271611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12716124.000000 Penalty: 5674.677246
	Iteration 45Q: 3 clusters Score -1.271612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12716122.000000 Penalty: 5674.677246
	Iteration 46Q: 3 clusters Score -1.271612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -12716129.000000 Penalty: 5674.677246
	Iteration 47Q: 3 clusters Score -1.271613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12716118.000000 Penalty: 5674.677246
	Iteration 48Q: 3 clusters Score -1.271612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -12716119.000000 Penalty: 5674.677246
	Iteration 49Q: 3 clusters Score -1.271612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12716122.000000 Penalty: 5674.677246
	Iteration 50Q: 3 clusters Score -1.271612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12716128.000000 Penalty: 5674.677246
	Iteration 51Q: 3 clusters Score -1.271613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12716143.000000 Penalty: 5674.677246
	Iteration 52Q: 3 clusters Score -1.271614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12716140.000000 Penalty: 5674.677246
	Iteration 53Q: 3 clusters Score -1.271614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12716133.000000 Penalty: 5674.677246
	Iteration 54Q: 3 clusters Score -1.271613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12716140.000000 Penalty: 5674.677246
	Iteration 55Q: 3 clusters Score -1.271614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12716137.000000 Penalty: 5674.677246
	Iteration 56Q: 3 clusters Score -1.271614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12716139.000000 Penalty: 5674.677246
	Iteration 57Q: 3 clusters Score -1.271614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12716140.000000 Penalty: 5674.677246
	Iteration 58Q: 3 clusters Score -1.271614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12716130.000000 Penalty: 5674.677246
	Iteration 59Q: 3 clusters Score -1.271613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12716137.000000 Penalty: 5674.677246
	Iteration 60F: 3 clusters Score -1.271614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12716140.000000 Penalty: 5674.677246
	Iteration 61Q: 3 clusters Score -1.271614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -12716126.000000 Penalty: 5674.677246
	Iteration 62Q: 3 clusters Score -1.271613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12716137.000000 Penalty: 5674.677246
	Iteration 63Q: 3 clusters Score -1.271614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12716135.000000 Penalty: 5674.677246
	Iteration 64Q: 3 clusters Score -1.271614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12716137.000000 Penalty: 5674.677246
	Iteration 65Q: 3 clusters Score -1.271614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12716135.000000 Penalty: 5674.677246
	Iteration 66Q: 3 clusters Score -1.271614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12716135.000000 Penalty: 5674.677246
	Iteration 67F: 3 clusters Score -1.271614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -495808.812500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -495808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -492083.531250 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -492083.5 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -492953.656250 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -492953.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -493167.500000 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -493167.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -493297.468750 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -493297.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493389.625000 Penalty: 4081.440674
	Iteration 4Q: 3 clusters Score -493389.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -493452.843750 Penalty: 4081.440674
	Iteration 5Q: 3 clusters Score -493452.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -493507.062500 Penalty: 4081.440674
	Iteration 6Q: 3 clusters Score -493507.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -493538.218750 Penalty: 4081.440674
	Iteration 7Q: 3 clusters Score -493538.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -493561.968750 Penalty: 4081.440674
	Iteration 8Q: 3 clusters Score -493562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -493579.062500 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -493579.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -493593.375000 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -493593.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -493607.218750 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -493607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -493615.750000 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -493615.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -493626.125000 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -493626.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -493634.187500 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -493634.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -493639.875000 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -493639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -493647.000000 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -493647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -493649.843750 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -493649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -493652.906250 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -493652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -493654.906250 Penalty: 4081.440674
	Iteration 19Q: 3 clusters Score -493654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -493659.093750 Penalty: 4081.440674
	Iteration 20F: 3 clusters Score -493659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -493663.375000 Penalty: 4081.440674
	Iteration 21Q: 3 clusters Score -493663.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -493666.906250 Penalty: 4081.440674
	Iteration 22Q: 3 clusters Score -493666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -493667.312500 Penalty: 4081.440674
	Iteration 23Q: 3 clusters Score -493667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -493667.812500 Penalty: 4081.440674
	Iteration 24Q: 3 clusters Score -493667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -493668.437500 Penalty: 4081.440674
	Iteration 25Q: 3 clusters Score -493668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -493669.781250 Penalty: 4081.440674
	Iteration 26Q: 3 clusters Score -493669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -493672.468750 Penalty: 4081.440674
	Iteration 27Q: 3 clusters Score -493672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -493673.187500 Penalty: 4081.440674
	Iteration 28Q: 3 clusters Score -493673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -493674.250000 Penalty: 4081.440674
	Iteration 29Q: 3 clusters Score -493674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -493677.281250 Penalty: 4081.440674
	Iteration 30Q: 3 clusters Score -493677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -493680.500000 Penalty: 4081.440674
	Iteration 31Q: 3 clusters Score -493680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -493683.375000 Penalty: 4081.440674
	Iteration 32Q: 3 clusters Score -493683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -493687.500000 Penalty: 4081.440674
	Iteration 33Q: 3 clusters Score -493687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -493689.281250 Penalty: 4081.440674
	Iteration 34Q: 3 clusters Score -493689.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -493691.750000 Penalty: 4081.440674
	Iteration 35Q: 3 clusters Score -493691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -493693.093750 Penalty: 4081.440674
	Iteration 36Q: 3 clusters Score -493693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -493694.250000 Penalty: 4081.440674
	Iteration 37Q: 3 clusters Score -493694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -493695.281250 Penalty: 4081.440674
	Iteration 38Q: 3 clusters Score -493695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -493695.906250 Penalty: 4081.440674
	Iteration 39Q: 3 clusters Score -493695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -493695.750000 Penalty: 4081.440674
	Iteration 40F: 3 clusters Score -493695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -493697.312500 Penalty: 4081.440674
	Iteration 41Q: 3 clusters Score -493697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -493698.468750 Penalty: 4081.440674
	Iteration 42Q: 3 clusters Score -493698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -493700.968750 Penalty: 4081.440674
	Iteration 43Q: 3 clusters Score -493701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -493702.156250 Penalty: 4081.440674
	Iteration 44Q: 3 clusters Score -493702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -493703.312500 Penalty: 4081.440674
	Iteration 45Q: 3 clusters Score -493703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -493705.500000 Penalty: 4081.440674
	Iteration 46Q: 3 clusters Score -493705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -493707.062500 Penalty: 4081.440674
	Iteration 47Q: 3 clusters Score -493707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493708.375000 Penalty: 4081.440674
	Iteration 48Q: 3 clusters Score -493708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -493709.687500 Penalty: 4081.440674
	Iteration 49Q: 3 clusters Score -493709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -493710.593750 Penalty: 4081.440674
	Iteration 50Q: 3 clusters Score -493710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -493712.000000 Penalty: 4081.440674
	Iteration 51Q: 3 clusters Score -493712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -493713.437500 Penalty: 4081.440674
	Iteration 52Q: 3 clusters Score -493713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -493714.281250 Penalty: 4081.440674
	Iteration 53Q: 3 clusters Score -493714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493714.656250 Penalty: 4081.440674
	Iteration 54Q: 3 clusters Score -493714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493714.656250 Penalty: 4081.440674
	Iteration 55F: 3 clusters Score -493714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -1066038.000000 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -1066038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1059666.750000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -1059667 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1061423.875000 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -1061424 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1061681.750000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -1061682 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1061852.000000 Penalty: 4445.917969
	Iteration 3Q: 3 clusters Score -1061852 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1061969.000000 Penalty: 4445.917969
	Iteration 4Q: 3 clusters Score -1061969 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1062060.875000 Penalty: 4445.917969
	Iteration 5Q: 3 clusters Score -1062061 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1062147.000000 Penalty: 4445.917969
	Iteration 6Q: 3 clusters Score -1062147 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1062225.125000 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -1062225 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1062315.875000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -1062316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1062410.750000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -1062411 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1062504.875000 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -1062505 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1062606.625000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -1062607 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1062722.250000 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -1062722 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1062853.625000 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -1062854 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1063008.500000 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -1063008 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1063179.125000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -1063179 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1063331.500000 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -1063332 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1063472.875000 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -1063473 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1063585.625000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -1063586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1063698.875000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -1063699 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1063782.125000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -1063782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1063839.625000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -1063840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1063882.875000 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -1063883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1063914.875000 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -1063915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1063955.125000 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -1063955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1063986.500000 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -1063986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1064002.000000 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -1064002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1064015.375000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -1064015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1064023.125000 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -1064023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1064025.125000 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -1064025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1064032.625000 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -1064033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1064033.625000 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -1064034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1064036.375000 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -1064036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1064040.250000 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -1064040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1064044.500000 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -1064044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1064049.125000 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -1064049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1064051.000000 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -1064051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1064051.500000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -1064052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1064054.000000 Penalty: 4445.917969
	Iteration 38Q: 3 clusters Score -1064054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1064055.875000 Penalty: 4445.917969
	Iteration 39Q: 3 clusters Score -1064056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1064055.875000 Penalty: 4445.917969
	Iteration 40F: 3 clusters Score -1064056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -62245.281250 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -62245.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60794.304688 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -60794.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60975.023438 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -60975.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61023.015625 Penalty: 3096.142822
	Iteration 2Q: 3 clusters Score -61023.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61048.378906 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -61048.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61080.050781 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -61080.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61102.906250 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -61102.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61114.867188 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -61114.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61124.917969 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -61124.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61151.792969 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -61151.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61172.730469 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -61172.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61207.261719 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -61207.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61216.261719 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -61216.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61225.632812 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -61225.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61233.550781 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -61233.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61243.117188 Penalty: 3096.142822
	Iteration 14Q: 3 clusters Score -61243.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61245.667969 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -61245.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61245.667969 Penalty: 3096.142822
	Iteration 16F: 3 clusters Score -61245.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -159372.671875 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -159372.7 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 606 members 
Entering Unmasked Estep 
Score: -157320.703125 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -157320.7 nChanged 304
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: -157623.109375 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -157623.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157712.843750 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -157712.8 nChanged 40
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: -157757.812500 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -157757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157779.578125 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -157779.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157799.781250 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -157799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157814.093750 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -157814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157823.656250 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -157823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157829.140625 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -157829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157839.421875 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -157839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157852.078125 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -157852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157866.000000 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -157866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157874.906250 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -157874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157878.718750 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -157878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157883.062500 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -157883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157887.500000 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -157887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157892.718750 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -157892.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157900.140625 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -157900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157902.656250 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -157902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157903.828125 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -157903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157903.828125 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -157903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -900168.500000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -900168.5 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 3332 members 
Entering Unmasked Estep 
Score: -894534.062500 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -894534.1 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -895989.250000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -895989.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -896225.500000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -896225.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -896408.500000 Penalty: 4372.350098
	Iteration 3Q: 3 clusters Score -896408.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -896549.062500 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -896549.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -896673.687500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -896673.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -896796.875000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -896796.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -896902.812500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -896902.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -896987.937500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -896987.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -897050.562500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -897050.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -897112.187500 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -897112.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -897168.312500 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -897168.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -897222.000000 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -897222 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -897282.312500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -897282.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -897349.625000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -897349.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -897411.625000 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -897411.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -897475.187500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -897475.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -897539.687500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -897539.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -897604.625000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -897604.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -897665.812500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -897665.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -897719.937500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -897719.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -897763.062500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -897763.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -897792.437500 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -897792.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -897820.062500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -897820.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -897840.312500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -897840.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -897861.750000 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -897861.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -897875.687500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -897875.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -897889.687500 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -897889.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -897905.375000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -897905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -897918.062500 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -897918.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -897930.062500 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -897930.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -897947.375000 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -897947.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -897959.812500 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -897959.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -897975.750000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -897975.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -897987.812500 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -897987.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -898003.250000 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -898003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -898018.187500 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -898018.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -898029.750000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -898029.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -898040.875000 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -898040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -898052.125000 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -898052.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -898060.250000 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -898060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -898062.437500 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -898062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -898070.062500 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -898070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -898069.062500 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -898069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -898071.625000 Penalty: 4372.350098
	Iteration 44Q: 3 clusters Score -898071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -898074.375000 Penalty: 4372.350098
	Iteration 45Q: 3 clusters Score -898074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -898076.250000 Penalty: 4372.350098
	Iteration 46Q: 3 clusters Score -898076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -898080.812500 Penalty: 4372.350098
	Iteration 47Q: 3 clusters Score -898080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -898085.437500 Penalty: 4372.350098
	Iteration 48Q: 3 clusters Score -898085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -898086.625000 Penalty: 4372.350098
	Iteration 49Q: 3 clusters Score -898086.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -898092.562500 Penalty: 4372.350098
	Iteration 50Q: 3 clusters Score -898092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -898097.812500 Penalty: 4372.350098
	Iteration 51Q: 3 clusters Score -898097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -898100.437500 Penalty: 4372.350098
	Iteration 52Q: 3 clusters Score -898100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -898106.687500 Penalty: 4372.350098
	Iteration 53Q: 3 clusters Score -898106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -898108.812500 Penalty: 4372.350098
	Iteration 54Q: 3 clusters Score -898108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -898112.125000 Penalty: 4372.350098
	Iteration 55Q: 3 clusters Score -898112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -898114.375000 Penalty: 4372.350098
	Iteration 56Q: 3 clusters Score -898114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -898117.750000 Penalty: 4372.350098
	Iteration 57Q: 3 clusters Score -898117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -898119.375000 Penalty: 4372.350098
	Iteration 58Q: 3 clusters Score -898119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -898120.125000 Penalty: 4372.350098
	Iteration 59Q: 3 clusters Score -898120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -898120.500000 Penalty: 4372.350098
	Iteration 60F: 3 clusters Score -898120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -898122.187500 Penalty: 4372.350098
	Iteration 61Q: 3 clusters Score -898122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -898123.500000 Penalty: 4372.350098
	Iteration 62Q: 3 clusters Score -898123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -898122.812500 Penalty: 4372.350098
	Iteration 63Q: 3 clusters Score -898122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -898122.875000 Penalty: 4372.350098
	Iteration 64Q: 3 clusters Score -898122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -898123.125000 Penalty: 4372.350098
	Iteration 65Q: 3 clusters Score -898123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -898124.375000 Penalty: 4372.350098
	Iteration 66Q: 3 clusters Score -898124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -898124.562500 Penalty: 4372.350098
	Iteration 67Q: 3 clusters Score -898124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -898124.562500 Penalty: 4372.350098
	Iteration 68F: 3 clusters Score -898124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -362157.218750 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -362157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -359024.656250 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -359024.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -359634.031250 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -359634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -359752.250000 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -359752.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -359842.062500 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -359842.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359915.937500 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -359915.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -359978.500000 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -359978.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -360037.062500 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -360037.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -360098.312500 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -360098.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -360156.875000 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -360156.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -360208.906250 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -360208.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360257.562500 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -360257.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -360313.781250 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -360313.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -360358.437500 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -360358.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -360400.968750 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -360401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -360429.875000 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -360429.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -360460.468750 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -360460.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -360483.937500 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -360483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -360500.406250 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -360500.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -360521.968750 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -360522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -360541.281250 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -360541.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -360553.250000 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -360553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -360563.312500 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -360563.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -360576.312500 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -360576.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -360588.312500 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -360588.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -360592.843750 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -360592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -360599.406250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -360599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -360608.062500 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -360608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -360616.343750 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -360616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -360624.531250 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -360624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -360630.937500 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -360630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -360638.031250 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -360638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -360645.062500 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -360645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -360650.812500 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -360650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -360656.156250 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -360656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -360656.375000 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -360656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -360657.437500 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -360657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -360659.593750 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -360659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -360661.000000 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -360661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -360662.656250 Penalty: 3927.639893
	Iteration 38Q: 3 clusters Score -360662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -360664.687500 Penalty: 3927.639893
	Iteration 39Q: 3 clusters Score -360664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -360664.312500 Penalty: 3927.639893
	Iteration 40F: 3 clusters Score -360664.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -1693995.625000 Penalty: 2334.331787
	Iteration 0F: 2 clusters Score -1693996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1684954.625000 Penalty: 4668.663574
	Iteration 0F: 3 clusters Score -1684955 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1687818.125000 Penalty: 4668.663574
	Iteration 1F: 3 clusters Score -1687818 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1688218.125000 Penalty: 4668.663574
	Iteration 2F: 3 clusters Score -1688218 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1688593.500000 Penalty: 4668.663574
	Iteration 3F: 3 clusters Score -1688594 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1689032.375000 Penalty: 4668.663574
	Iteration 4F: 3 clusters Score -1689032 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1689535.375000 Penalty: 4668.663574
	Iteration 5F: 3 clusters Score -1689535 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1690081.375000 Penalty: 4668.663574
	Iteration 6F: 3 clusters Score -1690081 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1690634.000000 Penalty: 4668.663574
	Iteration 7F: 3 clusters Score -1690634 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1691143.375000 Penalty: 4668.663574
	Iteration 8F: 3 clusters Score -1691143 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1691549.625000 Penalty: 4668.663574
	Iteration 9Q: 3 clusters Score -1691550 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1691803.000000 Penalty: 4668.663574
	Iteration 10Q: 3 clusters Score -1691803 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1691973.625000 Penalty: 4668.663574
	Iteration 11Q: 3 clusters Score -1691974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1692106.500000 Penalty: 4668.663574
	Iteration 12Q: 3 clusters Score -1692106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1692213.375000 Penalty: 4668.663574
	Iteration 13Q: 3 clusters Score -1692213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1692276.625000 Penalty: 4668.663574
	Iteration 14Q: 3 clusters Score -1692277 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1692333.250000 Penalty: 4668.663574
	Iteration 15Q: 3 clusters Score -1692333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1692390.750000 Penalty: 4668.663574
	Iteration 16Q: 3 clusters Score -1692391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1692419.375000 Penalty: 4668.663574
	Iteration 17Q: 3 clusters Score -1692419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1692443.625000 Penalty: 4668.663574
	Iteration 18Q: 3 clusters Score -1692444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1692466.000000 Penalty: 4668.663574
	Iteration 19Q: 3 clusters Score -1692466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1692479.625000 Penalty: 4668.663574
	Iteration 20F: 3 clusters Score -1692480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1692498.500000 Penalty: 4668.663574
	Iteration 21Q: 3 clusters Score -1692498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1692510.250000 Penalty: 4668.663574
	Iteration 22Q: 3 clusters Score -1692510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1692521.875000 Penalty: 4668.663574
	Iteration 23Q: 3 clusters Score -1692522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1692529.000000 Penalty: 4668.663574
	Iteration 24Q: 3 clusters Score -1692529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1692534.375000 Penalty: 4668.663574
	Iteration 25Q: 3 clusters Score -1692534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1692542.250000 Penalty: 4668.663574
	Iteration 26Q: 3 clusters Score -1692542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1692539.625000 Penalty: 4668.663574
	Iteration 27Q: 3 clusters Score -1692540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1692541.625000 Penalty: 4668.663574
	Iteration 28Q: 3 clusters Score -1692542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1692543.250000 Penalty: 4668.663574
	Iteration 29Q: 3 clusters Score -1692543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1692544.500000 Penalty: 4668.663574
	Iteration 30Q: 3 clusters Score -1692544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1692548.125000 Penalty: 4668.663574
	Iteration 31Q: 3 clusters Score -1692548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1692546.000000 Penalty: 4668.663574
	Iteration 32Q: 3 clusters Score -1692546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1692546.000000 Penalty: 4668.663574
	Iteration 33F: 3 clusters Score -1692546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -54561.972656 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -54561.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53112.585938 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -53112.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53323.664062 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -53323.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53396.261719 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -53396.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53422.808594 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -53422.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53450.750000 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -53450.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53468.226562 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -53468.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53489.000000 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -53489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53506.199219 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -53506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53508.265625 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -53508.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53508.265625 Penalty: 3021.289795
	Iteration 9F: 3 clusters Score -53508.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -64588.062500 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -64588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63074.246094 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -63074.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63260.562500 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -63260.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63394.222656 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -63394.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63496.121094 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -63496.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63635.132812 Penalty: 3121.535889
	Iteration 4F: 3 clusters Score -63635.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63729.304688 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -63729.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63891.304688 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -63891.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64091.800781 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -64091.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64194.507812 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -64194.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64243.886719 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -64243.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64259.070312 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -64259.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64273.175781 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -64273.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64277.394531 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -64277.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64282.878906 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -64282.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64283.167969 Penalty: 3121.535889
	Iteration 14F: 3 clusters Score -64283.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64287.480469 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -64287.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64289.511719 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -64289.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64295.210938 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -64295.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64300.019531 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -64300.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64305.351562 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -64305.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64305.351562 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -64305.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -178656.687500 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -178656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176411.312500 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -176411.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176882.125000 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -176882.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177035.015625 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -177035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -177097.375000 Penalty: 3620.028809
	Iteration 3Q: 3 clusters Score -177097.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -177155.500000 Penalty: 3620.028809
	Iteration 4Q: 3 clusters Score -177155.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177209.406250 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -177209.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -177248.250000 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -177248.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -177280.281250 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -177280.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177318.625000 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -177318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -177347.937500 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -177347.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -177376.828125 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -177376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177396.609375 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -177396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177425.328125 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -177425.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177488.046875 Penalty: 3620.028809
	Iteration 13Q: 3 clusters Score -177488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -177587.281250 Penalty: 3620.028809
	Iteration 14Q: 3 clusters Score -177587.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -177655.046875 Penalty: 3620.028809
	Iteration 15Q: 3 clusters Score -177655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -177723.468750 Penalty: 3620.028809
	Iteration 16Q: 3 clusters Score -177723.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -177779.359375 Penalty: 3620.028809
	Iteration 17Q: 3 clusters Score -177779.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177807.703125 Penalty: 3620.028809
	Iteration 18Q: 3 clusters Score -177807.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -177826.031250 Penalty: 3620.028809
	Iteration 19Q: 3 clusters Score -177826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -177832.625000 Penalty: 3620.028809
	Iteration 20F: 3 clusters Score -177832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177839.843750 Penalty: 3620.028809
	Iteration 21Q: 3 clusters Score -177839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -177853.718750 Penalty: 3620.028809
	Iteration 22Q: 3 clusters Score -177853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177865.296875 Penalty: 3620.028809
	Iteration 23Q: 3 clusters Score -177865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -177870.468750 Penalty: 3620.028809
	Iteration 24Q: 3 clusters Score -177870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -177871.390625 Penalty: 3620.028809
	Iteration 25Q: 3 clusters Score -177871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -177871.390625 Penalty: 3620.028809
	Iteration 26F: 3 clusters Score -177871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (231273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231273 members 
Entering Unmasked Estep 
Score: -31630906.000000 Penalty: 3063.135742
	Iteration 0F: 2 clusters Score -3.163091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 115645 members 
Entering Unmasked Estep 
Score: -31491712.000000 Penalty: 6126.271484
	Iteration 0F: 3 clusters Score -3.149171e+07 nChanged 111203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -31557356.000000 Penalty: 6126.271484
	Iteration 1F: 3 clusters Score -3.155736e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -31558234.000000 Penalty: 6126.271484
	Iteration 2Q: 3 clusters Score -3.155823e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -31559194.000000 Penalty: 6126.271484
	Iteration 3Q: 3 clusters Score -3.155919e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 121244 members 
Entering Unmasked Estep 
Score: -31560324.000000 Penalty: 6126.271484
	Iteration 4Q: 3 clusters Score -3.156032e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -31561588.000000 Penalty: 6126.271484
	Iteration 5Q: 3 clusters Score -3.156159e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 128823 members 
Entering Unmasked Estep 
Score: -31563658.000000 Penalty: 6126.271484
	Iteration 6Q: 3 clusters Score -3.156366e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -31566736.000000 Penalty: 6126.271484
	Iteration 7Q: 3 clusters Score -3.156674e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -31572052.000000 Penalty: 6126.271484
	Iteration 8Q: 3 clusters Score -3.157205e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -31580158.000000 Penalty: 6126.271484
	Iteration 9F: 3 clusters Score -3.158016e+07 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 176238 members 
Entering Unmasked Estep 
Score: -31591580.000000 Penalty: 6126.271484
	Iteration 10F: 3 clusters Score -3.159158e+07 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 193391 members 
Entering Unmasked Estep 
Score: -31603338.000000 Penalty: 6126.271484
	Iteration 11F: 3 clusters Score -3.160334e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 206839 members 
Entering Unmasked Estep 
Score: -31612206.000000 Penalty: 6126.271484
	Iteration 12F: 3 clusters Score -3.161221e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 215554 members 
Entering Unmasked Estep 
Score: -31617820.000000 Penalty: 6126.271484
	Iteration 13Q: 3 clusters Score -3.161782e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 220566 members 
Entering Unmasked Estep 
Score: -31621464.000000 Penalty: 6126.271484
	Iteration 14Q: 3 clusters Score -3.162146e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 223652 members 
Entering Unmasked Estep 
Score: -31623636.000000 Penalty: 6126.271484
	Iteration 15Q: 3 clusters Score -3.162364e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 225598 members 
Entering Unmasked Estep 
Score: -31624858.000000 Penalty: 6126.271484
	Iteration 16Q: 3 clusters Score -3.162486e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 226923 members 
Entering Unmasked Estep 
Score: -31625622.000000 Penalty: 6126.271484
	Iteration 17Q: 3 clusters Score -3.162562e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 227863 members 
Entering Unmasked Estep 
Score: -31626286.000000 Penalty: 6126.271484
	Iteration 18Q: 3 clusters Score -3.162629e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 228512 members 
Entering Unmasked Estep 
Score: -31626802.000000 Penalty: 6126.271484
	Iteration 19Q: 3 clusters Score -3.16268e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 228990 members 
Entering Unmasked Estep 
Score: -31627104.000000 Penalty: 6126.271484
	Iteration 20F: 3 clusters Score -3.16271e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 229320 members 
Entering Unmasked Estep 
Score: -31627314.000000 Penalty: 6126.271484
	Iteration 21Q: 3 clusters Score -3.162731e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 229557 members 
Entering Unmasked Estep 
Score: -31627504.000000 Penalty: 6126.271484
	Iteration 22Q: 3 clusters Score -3.16275e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 229725 members 
Entering Unmasked Estep 
Score: -31627552.000000 Penalty: 6126.271484
	Iteration 23Q: 3 clusters Score -3.162755e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 229859 members 
Entering Unmasked Estep 
Score: -31627664.000000 Penalty: 6126.271484
	Iteration 24Q: 3 clusters Score -3.162766e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 229971 members 
Entering Unmasked Estep 
Score: -31627732.000000 Penalty: 6126.271484
	Iteration 25Q: 3 clusters Score -3.162773e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 230060 members 
Entering Unmasked Estep 
Score: -31627814.000000 Penalty: 6126.271484
	Iteration 26Q: 3 clusters Score -3.162781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 230120 members 
Entering Unmasked Estep 
Score: -31627856.000000 Penalty: 6126.271484
	Iteration 27Q: 3 clusters Score -3.162786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 230169 members 
Entering Unmasked Estep 
Score: -31627888.000000 Penalty: 6126.271484
	Iteration 28Q: 3 clusters Score -3.162789e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -31627890.000000 Penalty: 6126.271484
	Iteration 29Q: 3 clusters Score -3.162789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 230246 members 
Entering Unmasked Estep 
Score: -31627922.000000 Penalty: 6126.271484
	Iteration 30Q: 3 clusters Score -3.162792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 230278 members 
Entering Unmasked Estep 
Score: -31627946.000000 Penalty: 6126.271484
	Iteration 31Q: 3 clusters Score -3.162795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 230298 members 
Entering Unmasked Estep 
Score: -31627976.000000 Penalty: 6126.271484
	Iteration 32Q: 3 clusters Score -3.162798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 230317 members 
Entering Unmasked Estep 
Score: -31627972.000000 Penalty: 6126.271484
	Iteration 33Q: 3 clusters Score -3.162797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 230332 members 
Entering Unmasked Estep 
Score: -31628006.000000 Penalty: 6126.271484
	Iteration 34Q: 3 clusters Score -3.162801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 230341 members 
Entering Unmasked Estep 
Score: -31628018.000000 Penalty: 6126.271484
	Iteration 35Q: 3 clusters Score -3.162802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 230348 members 
Entering Unmasked Estep 
Score: -31628030.000000 Penalty: 6126.271484
	Iteration 36Q: 3 clusters Score -3.162803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 230356 members 
Entering Unmasked Estep 
Score: -31628044.000000 Penalty: 6126.271484
	Iteration 37Q: 3 clusters Score -3.162804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 230362 members 
Entering Unmasked Estep 
Score: -31628044.000000 Penalty: 6126.271484
	Iteration 38Q: 3 clusters Score -3.162804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 230368 members 
Entering Unmasked Estep 
Score: -31628040.000000 Penalty: 6126.271484
	Iteration 39Q: 3 clusters Score -3.162804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 230377 members 
Entering Unmasked Estep 
Score: -31628058.000000 Penalty: 6126.271484
	Iteration 40F: 3 clusters Score -3.162806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 230388 members 
Entering Unmasked Estep 
Score: -31628050.000000 Penalty: 6126.271484
	Iteration 41Q: 3 clusters Score -3.162805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 230390 members 
Entering Unmasked Estep 
Score: -31628044.000000 Penalty: 6126.271484
	Iteration 42Q: 3 clusters Score -3.162804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 230397 members 
Entering Unmasked Estep 
Score: -31628032.000000 Penalty: 6126.271484
	Iteration 43Q: 3 clusters Score -3.162803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 230404 members 
Entering Unmasked Estep 
Score: -31628052.000000 Penalty: 6126.271484
	Iteration 44Q: 3 clusters Score -3.162805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 230408 members 
Entering Unmasked Estep 
Score: -31628054.000000 Penalty: 6126.271484
	Iteration 45Q: 3 clusters Score -3.162805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 230410 members 
Entering Unmasked Estep 
Score: -31628060.000000 Penalty: 6126.271484
	Iteration 46Q: 3 clusters Score -3.162806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -31628052.000000 Penalty: 6126.271484
	Iteration 47Q: 3 clusters Score -3.162805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -31628052.000000 Penalty: 6126.271484
	Iteration 48F: 3 clusters Score -3.162805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -113287.742188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -113287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111420.695312 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -111420.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111744.500000 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -111744.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111868.750000 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -111868.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111945.718750 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -111945.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112013.460938 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -112013.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112096.718750 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -112096.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112236.687500 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -112236.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112373.187500 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -112373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112530.992188 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -112531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112816.867188 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -112816.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113023.664062 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -113023.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113097.281250 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -113097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113125.562500 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -113125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113136.125000 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -113136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113145.132812 Penalty: 3371.224365
	Iteration 14Q: 3 clusters Score -113145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113155.140625 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -113155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113163.234375 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -113163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113165.554688 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -113165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113165.554688 Penalty: 3371.224365
	Iteration 18F: 3 clusters Score -113165.6 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -397073952.000000 Penalty: 122141.445312
24->34 Clusters: Score -397073952.000000, best is -397127712.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1010349 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 42148 members 
Mstep: Class 3 contains 41625 members 
Mstep: Class 4 contains 42131 members 
Mstep: Class 5 contains 42288 members 
Mstep: Class 6 contains 42135 members 
Mstep: Class 7 contains 42096 members 
Mstep: Class 8 contains 42077 members 
Mstep: Class 9 contains 42294 members 
Mstep: Class 10 contains 41848 members 
Mstep: Class 11 contains 42477 members 
Mstep: Class 12 contains 42346 members 
Mstep: Class 13 contains 41782 members 
Mstep: Class 14 contains 42019 members 
Mstep: Class 15 contains 41991 members 
Mstep: Class 16 contains 41947 members 
Mstep: Class 17 contains 42050 members 
Mstep: Class 18 contains 41749 members 
Mstep: Class 19 contains 42491 members 
Mstep: Class 20 contains 41887 members 
Mstep: Class 21 contains 41963 members 
Mstep: Class 22 contains 42100 members 
Mstep: Class 23 contains 42205 members 
Mstep: Class 24 contains 42409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 685.303833 but Gain 3428.804688
Score: -128550720.000000 Penalty: 78862.398438
Iteration 0F: 24 clusters Score -1.285507e+08 nChanged 963411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2250 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 33546 members 
Mstep: Class 3 contains 20523 members 
Mstep: Class 4 contains 68763 members 
Mstep: Class 5 contains 25698 members 
Mstep: Class 6 contains 67277 members 
Mstep: Class 7 contains 72989 members 
Mstep: Class 9 contains 29288 members 
Mstep: Class 10 contains 79598 members 
Mstep: Class 11 contains 17468 members 
Mstep: Class 12 contains 79880 members 
Mstep: Class 13 contains 29814 members 
Mstep: Class 14 contains 58890 members 
Mstep: Class 15 contains 36219 members 
Mstep: Class 16 contains 31839 members 
Mstep: Class 17 contains 92047 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 19 contains 18989 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 79133 members 
Mstep: Class 23 contains 68920 members 
Mstep: Class 24 contains 22074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131516800.000000 Penalty: 78862.398438
Iteration 1F: 24 clusters Score -1.315168e+08 nChanged 409156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2240 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 22085 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 101639 members 
Mstep: Class 5 contains 19712 members 
Mstep: Class 6 contains 121728 members 
Mstep: Class 7 contains 44856 members 
Mstep: Class 9 contains 29272 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 12849 members 
Mstep: Class 12 contains 97982 members 
Mstep: Class 13 contains 23611 members 
Mstep: Class 14 contains 43252 members 
Mstep: Class 15 contains 33658 members 
Mstep: Class 16 contains 33033 members 
Mstep: Class 17 contains 85022 members 
Mstep: Class 18 contains 14525 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 84856 members 
Mstep: Class 23 contains 47612 members 
Mstep: Class 24 contains 16825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132607752.000000 Penalty: 78862.398438
Iteration 2F: 24 clusters Score -1.326078e+08 nChanged 312619
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 14724 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 115322 members 
Mstep: Class 5 contains 16253 members 
Mstep: Class 6 contains 171794 members 
Mstep: Class 7 contains 22086 members 
Mstep: Class 9 contains 26916 members 
Mstep: Class 10 contains 61030 members 
Mstep: Class 11 contains 12351 members 
Mstep: Class 12 contains 113228 members 
Mstep: Class 13 contains 12978 members 
Mstep: Class 14 contains 25126 members 
Mstep: Class 15 contains 23509 members 
Mstep: Class 16 contains 43370 members 
Mstep: Class 17 contains 70888 members 
Mstep: Class 18 contains 10517 members 
Mstep: Class 19 contains 22055 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 98153 members 
Mstep: Class 23 contains 31698 members 
Mstep: Class 24 contains 16673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240448.000000 Penalty: 78862.398438
Iteration 3F: 24 clusters Score -1.332404e+08 nChanged 222093
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 10147 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 121584 members 
Mstep: Class 5 contains 12292 members 
Mstep: Class 6 contains 207103 members 
Mstep: Class 7 contains 14011 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 10 contains 63879 members 
Mstep: Class 11 contains 19609 members 
Mstep: Class 12 contains 120812 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 17533 members 
Mstep: Class 15 contains 19388 members 
Mstep: Class 16 contains 52548 members 
Mstep: Class 17 contains 56442 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 19928 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 94745 members 
Mstep: Class 23 contains 25179 members 
Mstep: Class 24 contains 17300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2628.835449 but Gain 3428.796875
Score: -133500232.000000 Penalty: 75433.601562
Iteration 4F: 23 clusters Score -1.335002e+08 nChanged 168818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 9674 members 
Mstep: Class 4 contains 131755 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 220729 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 9 contains 20145 members 
Mstep: Class 10 contains 66446 members 
Mstep: Class 11 contains 30108 members 
Mstep: Class 12 contains 131032 members 
Mstep: Class 14 contains 14499 members 
Mstep: Class 15 contains 18049 members 
Mstep: Class 16 contains 56941 members 
Mstep: Class 17 contains 45761 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 17888 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 80417 members 
Mstep: Class 23 contains 22858 members 
Mstep: Class 24 contains 17928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133663640.000000 Penalty: 75433.601562
Iteration 5F: 23 clusters Score -1.336636e+08 nChanged 122623
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 144156 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 222287 members 
Mstep: Class 7 contains 9983 members 
Mstep: Class 9 contains 17939 members 
Mstep: Class 10 contains 66529 members 
Mstep: Class 11 contains 38189 members 
Mstep: Class 12 contains 141551 members 
Mstep: Class 14 contains 13766 members 
Mstep: Class 15 contains 17801 members 
Mstep: Class 16 contains 58107 members 
Mstep: Class 17 contains 37767 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 16444 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 4178 members 
Mstep: Class 22 contains 64223 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 18572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133760440.000000 Penalty: 75433.601562
Iteration 6F: 23 clusters Score -1.337604e+08 nChanged 94938
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 155554 members 
Mstep: Class 5 contains 10533 members 
Mstep: Class 6 contains 217612 members 
Mstep: Class 7 contains 8938 members 
Mstep: Class 9 contains 16034 members 
Mstep: Class 10 contains 66033 members 
Mstep: Class 11 contains 43976 members 
Mstep: Class 12 contains 151932 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 18294 members 
Mstep: Class 16 contains 58115 members 
Mstep: Class 17 contains 31712 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 15640 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 3801 members 
Mstep: Class 22 contains 52045 members 
Mstep: Class 23 contains 21088 members 
Mstep: Class 24 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133820832.000000 Penalty: 75433.601562
Iteration 7F: 23 clusters Score -1.338208e+08 nChanged 78983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 165436 members 
Mstep: Class 5 contains 11745 members 
Mstep: Class 6 contains 209475 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 65356 members 
Mstep: Class 11 contains 48532 members 
Mstep: Class 12 contains 162222 members 
Mstep: Class 14 contains 14316 members 
Mstep: Class 15 contains 19018 members 
Mstep: Class 16 contains 57958 members 
Mstep: Class 17 contains 26905 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 15169 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 3494 members 
Mstep: Class 22 contains 42632 members 
Mstep: Class 23 contains 20541 members 
Mstep: Class 24 contains 20251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133865736.000000 Penalty: 75433.601562
Iteration 8F: 23 clusters Score -1.338657e+08 nChanged 68474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 173184 members 
Mstep: Class 5 contains 13296 members 
Mstep: Class 6 contains 200157 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 9 contains 13055 members 
Mstep: Class 10 contains 64774 members 
Mstep: Class 11 contains 52456 members 
Mstep: Class 12 contains 171682 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 19904 members 
Mstep: Class 16 contains 57759 members 
Mstep: Class 17 contains 23232 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 14592 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 35122 members 
Mstep: Class 23 contains 20009 members 
Mstep: Class 24 contains 21279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133900368.000000 Penalty: 75433.601562
Iteration 9F: 23 clusters Score -1.339004e+08 nChanged 58316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 179156 members 
Mstep: Class 5 contains 14997 members 
Mstep: Class 6 contains 191168 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 9 contains 12119 members 
Mstep: Class 10 contains 64291 members 
Mstep: Class 11 contains 55726 members 
Mstep: Class 12 contains 179422 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 20571 members 
Mstep: Class 16 contains 57859 members 
Mstep: Class 17 contains 20332 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 14011 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 29458 members 
Mstep: Class 23 contains 19494 members 
Mstep: Class 24 contains 22154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133925712.000000 Penalty: 75433.601562
Iteration 10F: 23 clusters Score -1.339257e+08 nChanged 48537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 183483 members 
Mstep: Class 5 contains 16857 members 
Mstep: Class 6 contains 183882 members 
Mstep: Class 7 contains 6894 members 
Mstep: Class 9 contains 11529 members 
Mstep: Class 10 contains 63698 members 
Mstep: Class 11 contains 58507 members 
Mstep: Class 12 contains 184572 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 21118 members 
Mstep: Class 16 contains 58058 members 
Mstep: Class 17 contains 18320 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 13402 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 25118 members 
Mstep: Class 23 contains 18938 members 
Mstep: Class 24 contains 22990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133942680.000000 Penalty: 75433.601562
Iteration 11Q: 23 clusters Score -1.339427e+08 nChanged 39577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 186890 members 
Mstep: Class 5 contains 18763 members 
Mstep: Class 6 contains 178697 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 9 contains 11227 members 
Mstep: Class 10 contains 63000 members 
Mstep: Class 11 contains 60934 members 
Mstep: Class 12 contains 186636 members 
Mstep: Class 14 contains 16100 members 
Mstep: Class 15 contains 21554 members 
Mstep: Class 16 contains 58186 members 
Mstep: Class 17 contains 16992 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 12758 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 21753 members 
Mstep: Class 23 contains 18641 members 
Mstep: Class 24 contains 23891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133954424.000000 Penalty: 75433.601562
Iteration 12Q: 23 clusters Score -1.339544e+08 nChanged 33227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 8634 members 
Mstep: Class 4 contains 190245 members 
Mstep: Class 5 contains 20691 members 
Mstep: Class 6 contains 174856 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 9 contains 11096 members 
Mstep: Class 10 contains 62209 members 
Mstep: Class 11 contains 62988 members 
Mstep: Class 12 contains 186310 members 
Mstep: Class 14 contains 16391 members 
Mstep: Class 15 contains 22001 members 
Mstep: Class 16 contains 58157 members 
Mstep: Class 17 contains 16125 members 
Mstep: Class 18 contains 4458 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 2946 members 
Mstep: Class 22 contains 19147 members 
Mstep: Class 23 contains 18621 members 
Mstep: Class 24 contains 24807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133965784.000000 Penalty: 75433.601562
Iteration 13Q: 23 clusters Score -1.339658e+08 nChanged 29550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 193734 members 
Mstep: Class 5 contains 22788 members 
Mstep: Class 6 contains 171842 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 61298 members 
Mstep: Class 11 contains 64708 members 
Mstep: Class 12 contains 184169 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 22425 members 
Mstep: Class 16 contains 57886 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 17110 members 
Mstep: Class 23 contains 18774 members 
Mstep: Class 24 contains 25715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133976008.000000 Penalty: 75433.601562
Iteration 14Q: 23 clusters Score -1.33976e+08 nChanged 26816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 197202 members 
Mstep: Class 5 contains 25001 members 
Mstep: Class 6 contains 169225 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 60274 members 
Mstep: Class 11 contains 66151 members 
Mstep: Class 12 contains 181049 members 
Mstep: Class 14 contains 16688 members 
Mstep: Class 15 contains 22878 members 
Mstep: Class 16 contains 57466 members 
Mstep: Class 17 contains 15259 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 10914 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 15532 members 
Mstep: Class 23 contains 19203 members 
Mstep: Class 24 contains 26601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133984976.000000 Penalty: 75433.601562
Iteration 15Q: 23 clusters Score -1.33985e+08 nChanged 25232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 200846 members 
Mstep: Class 5 contains 27252 members 
Mstep: Class 6 contains 166707 members 
Mstep: Class 7 contains 5900 members 
Mstep: Class 9 contains 11959 members 
Mstep: Class 10 contains 59187 members 
Mstep: Class 11 contains 67363 members 
Mstep: Class 12 contains 177210 members 
Mstep: Class 14 contains 16715 members 
Mstep: Class 15 contains 23171 members 
Mstep: Class 16 contains 56921 members 
Mstep: Class 17 contains 15132 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 14306 members 
Mstep: Class 23 contains 19800 members 
Mstep: Class 24 contains 27645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133993744.000000 Penalty: 75433.601562
Iteration 16Q: 23 clusters Score -1.339937e+08 nChanged 24043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 204461 members 
Mstep: Class 5 contains 29559 members 
Mstep: Class 6 contains 164235 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 9 contains 12387 members 
Mstep: Class 10 contains 58139 members 
Mstep: Class 11 contains 68388 members 
Mstep: Class 12 contains 173108 members 
Mstep: Class 14 contains 16689 members 
Mstep: Class 15 contains 23468 members 
Mstep: Class 16 contains 56206 members 
Mstep: Class 17 contains 15159 members 
Mstep: Class 18 contains 4667 members 
Mstep: Class 19 contains 9881 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 13398 members 
Mstep: Class 23 contains 20472 members 
Mstep: Class 24 contains 28765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134002384.000000 Penalty: 75433.601562
Iteration 17Q: 23 clusters Score -1.340024e+08 nChanged 22665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 207870 members 
Mstep: Class 5 contains 31775 members 
Mstep: Class 6 contains 161925 members 
Mstep: Class 7 contains 5771 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 57055 members 
Mstep: Class 11 contains 69262 members 
Mstep: Class 12 contains 169086 members 
Mstep: Class 14 contains 16656 members 
Mstep: Class 15 contains 23765 members 
Mstep: Class 16 contains 55335 members 
Mstep: Class 17 contains 15242 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 2762 members 
Mstep: Class 22 contains 12735 members 
Mstep: Class 23 contains 21160 members 
Mstep: Class 24 contains 30030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134010432.000000 Penalty: 75433.601562
Iteration 18Q: 23 clusters Score -1.340104e+08 nChanged 21179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 210789 members 
Mstep: Class 5 contains 33907 members 
Mstep: Class 6 contains 159723 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 56039 members 
Mstep: Class 11 contains 69922 members 
Mstep: Class 12 contains 165282 members 
Mstep: Class 14 contains 16624 members 
Mstep: Class 15 contains 24073 members 
Mstep: Class 16 contains 54509 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 8950 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 2763 members 
Mstep: Class 22 contains 12278 members 
Mstep: Class 23 contains 21734 members 
Mstep: Class 24 contains 31458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134016512.000000 Penalty: 75433.601562
Iteration 19Q: 23 clusters Score -1.340165e+08 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 3607 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 213049 members 
Mstep: Class 5 contains 36024 members 
Mstep: Class 6 contains 157651 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 55136 members 
Mstep: Class 11 contains 70446 members 
Mstep: Class 12 contains 161840 members 
Mstep: Class 14 contains 16607 members 
Mstep: Class 15 contains 24387 members 
Mstep: Class 16 contains 53721 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 2760 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 22370 members 
Mstep: Class 24 contains 32891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134022016.000000 Penalty: 75433.601562
Iteration 20F: 23 clusters Score -1.34022e+08 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 214736 members 
Mstep: Class 5 contains 38025 members 
Mstep: Class 6 contains 155765 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 9 contains 13987 members 
Mstep: Class 10 contains 54287 members 
Mstep: Class 11 contains 70871 members 
Mstep: Class 12 contains 158930 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 15 contains 24647 members 
Mstep: Class 16 contains 52741 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 8272 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 2753 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 22889 members 
Mstep: Class 24 contains 34439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134027464.000000 Penalty: 75433.601562
Iteration 21Q: 23 clusters Score -1.340275e+08 nChanged 17738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 8628 members 
Mstep: Class 4 contains 215767 members 
Mstep: Class 5 contains 39974 members 
Mstep: Class 6 contains 154057 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 9 contains 14397 members 
Mstep: Class 10 contains 53452 members 
Mstep: Class 11 contains 71243 members 
Mstep: Class 12 contains 156697 members 
Mstep: Class 14 contains 16650 members 
Mstep: Class 15 contains 24878 members 
Mstep: Class 16 contains 51775 members 
Mstep: Class 17 contains 15775 members 
Mstep: Class 18 contains 4696 members 
Mstep: Class 19 contains 7993 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 2736 members 
Mstep: Class 22 contains 11467 members 
Mstep: Class 23 contains 23337 members 
Mstep: Class 24 contains 35937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134032152.000000 Penalty: 75433.601562
Iteration 22Q: 23 clusters Score -1.340322e+08 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 216408 members 
Mstep: Class 5 contains 41735 members 
Mstep: Class 6 contains 152390 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 9 contains 14777 members 
Mstep: Class 10 contains 52623 members 
Mstep: Class 11 contains 71566 members 
Mstep: Class 12 contains 155075 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 25064 members 
Mstep: Class 16 contains 50747 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 11287 members 
Mstep: Class 23 contains 23743 members 
Mstep: Class 24 contains 37494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134035792.000000 Penalty: 75433.601562
Iteration 23Q: 23 clusters Score -1.340358e+08 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 8625 members 
Mstep: Class 4 contains 216511 members 
Mstep: Class 5 contains 43424 members 
Mstep: Class 6 contains 150868 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 9 contains 15154 members 
Mstep: Class 10 contains 51866 members 
Mstep: Class 11 contains 71848 members 
Mstep: Class 12 contains 153894 members 
Mstep: Class 14 contains 16732 members 
Mstep: Class 15 contains 25155 members 
Mstep: Class 16 contains 49797 members 
Mstep: Class 17 contains 16008 members 
Mstep: Class 18 contains 4789 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 11137 members 
Mstep: Class 23 contains 24107 members 
Mstep: Class 24 contains 39108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134039792.000000 Penalty: 75433.601562
Iteration 24Q: 23 clusters Score -1.340398e+08 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 216389 members 
Mstep: Class 5 contains 45020 members 
Mstep: Class 6 contains 149324 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 9 contains 15518 members 
Mstep: Class 10 contains 51157 members 
Mstep: Class 11 contains 72064 members 
Mstep: Class 12 contains 152968 members 
Mstep: Class 14 contains 16782 members 
Mstep: Class 15 contains 25191 members 
Mstep: Class 16 contains 48906 members 
Mstep: Class 17 contains 16111 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 11038 members 
Mstep: Class 23 contains 24482 members 
Mstep: Class 24 contains 40760 members 
Entering Unmasked Estep 
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Score: -134042216.000000 Penalty: 75433.601562
Iteration 25Q: 23 clusters Score -1.340422e+08 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 216040 members 
Mstep: Class 5 contains 46596 members 
Mstep: Class 6 contains 147914 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 50495 members 
Mstep: Class 11 contains 72268 members 
Mstep: Class 12 contains 152264 members 
Mstep: Class 14 contains 16838 members 
Mstep: Class 15 contains 25114 members 
Mstep: Class 16 contains 48032 members 
Mstep: Class 17 contains 16105 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 10974 members 
Mstep: Class 23 contains 24827 members 
Mstep: Class 24 contains 42451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134045680.000000 Penalty: 75433.601562
Iteration 26Q: 23 clusters Score -1.340457e+08 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 215444 members 
Mstep: Class 5 contains 48188 members 
Mstep: Class 6 contains 146586 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 9 contains 16262 members 
Mstep: Class 10 contains 49875 members 
Mstep: Class 11 contains 72467 members 
Mstep: Class 12 contains 151724 members 
Mstep: Class 14 contains 16913 members 
Mstep: Class 15 contains 24962 members 
Mstep: Class 16 contains 47218 members 
Mstep: Class 17 contains 16087 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 7039 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 10927 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 44188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134048368.000000 Penalty: 75433.601562
Iteration 27Q: 23 clusters Score -1.340484e+08 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 214809 members 
Mstep: Class 5 contains 49684 members 
Mstep: Class 6 contains 145351 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 9 contains 16625 members 
Mstep: Class 10 contains 49354 members 
Mstep: Class 11 contains 72646 members 
Mstep: Class 12 contains 151160 members 
Mstep: Class 14 contains 17015 members 
Mstep: Class 15 contains 24805 members 
Mstep: Class 16 contains 46460 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 2621 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 25396 members 
Mstep: Class 24 contains 45973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134050712.000000 Penalty: 75433.601562
Iteration 28Q: 23 clusters Score -1.340507e+08 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 8621 members 
Mstep: Class 4 contains 214061 members 
Mstep: Class 5 contains 51197 members 
Mstep: Class 6 contains 144173 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 9 contains 16974 members 
Mstep: Class 10 contains 48903 members 
Mstep: Class 11 contains 72821 members 
Mstep: Class 12 contains 150680 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 24616 members 
Mstep: Class 16 contains 45699 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 25663 members 
Mstep: Class 24 contains 47750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134053544.000000 Penalty: 75433.601562
Iteration 29Q: 23 clusters Score -1.340535e+08 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 8619 members 
Mstep: Class 4 contains 213166 members 
Mstep: Class 5 contains 52677 members 
Mstep: Class 6 contains 143115 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 9 contains 17340 members 
Mstep: Class 10 contains 48529 members 
Mstep: Class 11 contains 72990 members 
Mstep: Class 12 contains 150161 members 
Mstep: Class 14 contains 17188 members 
Mstep: Class 15 contains 24401 members 
Mstep: Class 16 contains 44971 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 5074 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 10859 members 
Mstep: Class 23 contains 25925 members 
Mstep: Class 24 contains 49561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134056656.000000 Penalty: 75433.601562
Iteration 30Q: 23 clusters Score -1.340567e+08 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 212178 members 
Mstep: Class 5 contains 54133 members 
Mstep: Class 6 contains 142088 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 48161 members 
Mstep: Class 11 contains 73176 members 
Mstep: Class 12 contains 149590 members 
Mstep: Class 14 contains 17267 members 
Mstep: Class 15 contains 24089 members 
Mstep: Class 16 contains 44295 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 10872 members 
Mstep: Class 23 contains 26190 members 
Mstep: Class 24 contains 51524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134058360.000000 Penalty: 75433.601562
Iteration 31Q: 23 clusters Score -1.340584e+08 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 211253 members 
Mstep: Class 5 contains 55580 members 
Mstep: Class 6 contains 141100 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 9 contains 17926 members 
Mstep: Class 10 contains 47817 members 
Mstep: Class 11 contains 73334 members 
Mstep: Class 12 contains 148962 members 
Mstep: Class 14 contains 17330 members 
Mstep: Class 15 contains 23691 members 
Mstep: Class 16 contains 43723 members 
Mstep: Class 17 contains 15513 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 10906 members 
Mstep: Class 23 contains 26474 members 
Mstep: Class 24 contains 53560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134060848.000000 Penalty: 75433.601562
Iteration 32Q: 23 clusters Score -1.340608e+08 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 210421 members 
Mstep: Class 5 contains 56954 members 
Mstep: Class 6 contains 140168 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 9 contains 18176 members 
Mstep: Class 10 contains 47578 members 
Mstep: Class 11 contains 73477 members 
Mstep: Class 12 contains 148262 members 
Mstep: Class 14 contains 17420 members 
Mstep: Class 15 contains 23193 members 
Mstep: Class 16 contains 43193 members 
Mstep: Class 17 contains 15344 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 26742 members 
Mstep: Class 24 contains 55592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134062856.000000 Penalty: 75433.601562
Iteration 33Q: 23 clusters Score -1.340629e+08 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 209605 members 
Mstep: Class 5 contains 58346 members 
Mstep: Class 6 contains 139287 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 9 contains 18414 members 
Mstep: Class 10 contains 47358 members 
Mstep: Class 11 contains 73590 members 
Mstep: Class 12 contains 147570 members 
Mstep: Class 14 contains 17476 members 
Mstep: Class 15 contains 22647 members 
Mstep: Class 16 contains 42721 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 10973 members 
Mstep: Class 23 contains 27003 members 
Mstep: Class 24 contains 57575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134065208.000000 Penalty: 75433.601562
Iteration 34Q: 23 clusters Score -1.340652e+08 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 208815 members 
Mstep: Class 5 contains 59765 members 
Mstep: Class 6 contains 138454 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 47175 members 
Mstep: Class 11 contains 73725 members 
Mstep: Class 12 contains 146834 members 
Mstep: Class 14 contains 17514 members 
Mstep: Class 15 contains 22051 members 
Mstep: Class 16 contains 42303 members 
Mstep: Class 17 contains 14911 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 10994 members 
Mstep: Class 23 contains 27223 members 
Mstep: Class 24 contains 59602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134067056.000000 Penalty: 75433.601562
Iteration 35Q: 23 clusters Score -1.340671e+08 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 207996 members 
Mstep: Class 5 contains 61216 members 
Mstep: Class 6 contains 137665 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 9 contains 18825 members 
Mstep: Class 10 contains 46968 members 
Mstep: Class 11 contains 73863 members 
Mstep: Class 12 contains 146031 members 
Mstep: Class 14 contains 17550 members 
Mstep: Class 15 contains 21405 members 
Mstep: Class 16 contains 41910 members 
Mstep: Class 17 contains 14658 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 10994 members 
Mstep: Class 23 contains 27494 members 
Mstep: Class 24 contains 61664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134069248.000000 Penalty: 75433.601562
Iteration 36Q: 23 clusters Score -1.340692e+08 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 207216 members 
Mstep: Class 5 contains 62659 members 
Mstep: Class 6 contains 136927 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 9 contains 18998 members 
Mstep: Class 10 contains 46842 members 
Mstep: Class 11 contains 73998 members 
Mstep: Class 12 contains 145163 members 
Mstep: Class 14 contains 17593 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 41505 members 
Mstep: Class 17 contains 14389 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 27734 members 
Mstep: Class 24 contains 63790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134070848.000000 Penalty: 75433.601562
Iteration 37Q: 23 clusters Score -1.340708e+08 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 206503 members 
Mstep: Class 5 contains 64102 members 
Mstep: Class 6 contains 136191 members 
Mstep: Class 7 contains 3949 members 
Mstep: Class 9 contains 19170 members 
Mstep: Class 10 contains 46714 members 
Mstep: Class 11 contains 74126 members 
Mstep: Class 12 contains 144123 members 
Mstep: Class 14 contains 17628 members 
Mstep: Class 15 contains 19929 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 14125 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 27990 members 
Mstep: Class 24 contains 65956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134072360.000000 Penalty: 75433.601562
Iteration 38Q: 23 clusters Score -1.340724e+08 nChanged 9135
Entering ConstructFrom: 
Score: -134072360.000000 Penalty: 75433.601562
Entering ConstructFrom: 
Trying to split cluster 1 (88367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Entering Unmasked Estep 
Score: -12110148.000000 Penalty: 2824.534912
	Iteration 0F: 2 clusters Score -1.211015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -12050957.000000 Penalty: 5649.069824
	Iteration 0F: 3 clusters Score -1.205096e+07 nChanged 41726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -12074534.000000 Penalty: 5649.069824
	Iteration 1F: 3 clusters Score -1.207453e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -12075317.000000 Penalty: 5649.069824
	Iteration 2Q: 3 clusters Score -1.207532e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -12076164.000000 Penalty: 5649.069824
	Iteration 3Q: 3 clusters Score -1.207616e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -12077090.000000 Penalty: 5649.069824
	Iteration 4Q: 3 clusters Score -1.207709e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -12078324.000000 Penalty: 5649.069824
	Iteration 5Q: 3 clusters Score -1.207832e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -12079800.000000 Penalty: 5649.069824
	Iteration 6Q: 3 clusters Score -1.20798e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -12081978.000000 Penalty: 5649.069824
	Iteration 7Q: 3 clusters Score -1.208198e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -12085076.000000 Penalty: 5649.069824
	Iteration 8F: 3 clusters Score -1.208508e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -12089309.000000 Penalty: 5649.069824
	Iteration 9F: 3 clusters Score -1.208931e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -12093846.000000 Penalty: 5649.069824
	Iteration 10F: 3 clusters Score -1.209385e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -12097535.000000 Penalty: 5649.069824
	Iteration 11F: 3 clusters Score -1.209754e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -12100152.000000 Penalty: 5649.069824
	Iteration 12Q: 3 clusters Score -1.210015e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -12101866.000000 Penalty: 5649.069824
	Iteration 13Q: 3 clusters Score -1.210187e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -12103128.000000 Penalty: 5649.069824
	Iteration 14Q: 3 clusters Score -1.210313e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -12104157.000000 Penalty: 5649.069824
	Iteration 15Q: 3 clusters Score -1.210416e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -12105048.000000 Penalty: 5649.069824
	Iteration 16Q: 3 clusters Score -1.210505e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -12105706.000000 Penalty: 5649.069824
	Iteration 17Q: 3 clusters Score -1.210571e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -12106240.000000 Penalty: 5649.069824
	Iteration 18Q: 3 clusters Score -1.210624e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -12106646.000000 Penalty: 5649.069824
	Iteration 19Q: 3 clusters Score -1.210665e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -12107011.000000 Penalty: 5649.069824
	Iteration 20F: 3 clusters Score -1.210701e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -12107218.000000 Penalty: 5649.069824
	Iteration 21Q: 3 clusters Score -1.210722e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -12107444.000000 Penalty: 5649.069824
	Iteration 22Q: 3 clusters Score -1.210744e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -12107579.000000 Penalty: 5649.069824
	Iteration 23Q: 3 clusters Score -1.210758e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -12107698.000000 Penalty: 5649.069824
	Iteration 24Q: 3 clusters Score -1.21077e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -12107800.000000 Penalty: 5649.069824
	Iteration 25Q: 3 clusters Score -1.21078e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -12107843.000000 Penalty: 5649.069824
	Iteration 26Q: 3 clusters Score -1.210784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -12107841.000000 Penalty: 5649.069824
	Iteration 27Q: 3 clusters Score -1.210784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -12107868.000000 Penalty: 5649.069824
	Iteration 28Q: 3 clusters Score -1.210787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -12107884.000000 Penalty: 5649.069824
	Iteration 29Q: 3 clusters Score -1.210788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -12107901.000000 Penalty: 5649.069824
	Iteration 30Q: 3 clusters Score -1.21079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -12107925.000000 Penalty: 5649.069824
	Iteration 31Q: 3 clusters Score -1.210792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -12107932.000000 Penalty: 5649.069824
	Iteration 32Q: 3 clusters Score -1.210793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -12107944.000000 Penalty: 5649.069824
	Iteration 33Q: 3 clusters Score -1.210794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -12107950.000000 Penalty: 5649.069824
	Iteration 34Q: 3 clusters Score -1.210795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -12107961.000000 Penalty: 5649.069824
	Iteration 35Q: 3 clusters Score -1.210796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -12107968.000000 Penalty: 5649.069824
	Iteration 36Q: 3 clusters Score -1.210797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -12107972.000000 Penalty: 5649.069824
	Iteration 37Q: 3 clusters Score -1.210797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -12107986.000000 Penalty: 5649.069824
	Iteration 38Q: 3 clusters Score -1.210799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -12107984.000000 Penalty: 5649.069824
	Iteration 39Q: 3 clusters Score -1.210798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -12107991.000000 Penalty: 5649.069824
	Iteration 40F: 3 clusters Score -1.210799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -12107990.000000 Penalty: 5649.069824
	Iteration 41Q: 3 clusters Score -1.210799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -12107995.000000 Penalty: 5649.069824
	Iteration 42Q: 3 clusters Score -1.2108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -12108005.000000 Penalty: 5649.069824
	Iteration 43Q: 3 clusters Score -1.2108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -12108001.000000 Penalty: 5649.069824
	Iteration 44Q: 3 clusters Score -1.2108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -12107994.000000 Penalty: 5649.069824
	Iteration 45Q: 3 clusters Score -1.210799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -12107993.000000 Penalty: 5649.069824
	Iteration 46Q: 3 clusters Score -1.210799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -12108003.000000 Penalty: 5649.069824
	Iteration 47Q: 3 clusters Score -1.2108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -12107991.000000 Penalty: 5649.069824
	Iteration 48Q: 3 clusters Score -1.210799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -12107988.000000 Penalty: 5649.069824
	Iteration 49Q: 3 clusters Score -1.210799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -12107994.000000 Penalty: 5649.069824
	Iteration 50Q: 3 clusters Score -1.210799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -12108004.000000 Penalty: 5649.069824
	Iteration 51Q: 3 clusters Score -1.2108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -12108006.000000 Penalty: 5649.069824
	Iteration 52Q: 3 clusters Score -1.210801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -12108006.000000 Penalty: 5649.069824
	Iteration 53F: 3 clusters Score -1.210801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -536437.875000 Penalty: 2066.591309
	Iteration 0F: 2 clusters Score -536437.9 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 2074 members 
Entering Unmasked Estep 
Score: -532432.812500 Penalty: 4133.182617
	Iteration 0F: 3 clusters Score -532432.8 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -533386.750000 Penalty: 4133.182617
	Iteration 1F: 3 clusters Score -533386.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -533633.375000 Penalty: 4133.182617
	Iteration 2F: 3 clusters Score -533633.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -533792.250000 Penalty: 4133.182617
	Iteration 3F: 3 clusters Score -533792.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -533936.937500 Penalty: 4133.182617
	Iteration 4Q: 3 clusters Score -533936.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -534097.062500 Penalty: 4133.182617
	Iteration 5Q: 3 clusters Score -534097.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -534277.125000 Penalty: 4133.182617
	Iteration 6Q: 3 clusters Score -534277.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -534518.312500 Penalty: 4133.182617
	Iteration 7F: 3 clusters Score -534518.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -534916.500000 Penalty: 4133.182617
	Iteration 8F: 3 clusters Score -534916.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -535458.437500 Penalty: 4133.182617
	Iteration 9F: 3 clusters Score -535458.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -535869.312500 Penalty: 4133.182617
	Iteration 10F: 3 clusters Score -535869.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -536092.062500 Penalty: 4133.182617
	Iteration 11Q: 3 clusters Score -536092.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -536235.625000 Penalty: 4133.182617
	Iteration 12Q: 3 clusters Score -536235.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -536360.562500 Penalty: 4133.182617
	Iteration 13Q: 3 clusters Score -536360.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -536408.312500 Penalty: 4133.182617
	Iteration 14Q: 3 clusters Score -536408.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -536422.000000 Penalty: 4133.182617
	Iteration 15Q: 3 clusters Score -536422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -536426.375000 Penalty: 4133.182617
	Iteration 16Q: 3 clusters Score -536426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -536428.375000 Penalty: 4133.182617
	Iteration 17Q: 3 clusters Score -536428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -536428.187500 Penalty: 4133.182617
	Iteration 18Q: 3 clusters Score -536428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -536428.187500 Penalty: 4133.182617
	Iteration 19F: 3 clusters Score -536428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -1124774.500000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -1124774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1117968.500000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -1117968 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1120828.000000 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -1120828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1122476.875000 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -1122477 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1123728.750000 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -1123729 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1125027.625000 Penalty: 4494.385254
	Iteration 4F: 3 clusters Score -1125028 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1126203.375000 Penalty: 4494.385254
	Iteration 5F: 3 clusters Score -1126203 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1127028.000000 Penalty: 4494.385254
	Iteration 6F: 3 clusters Score -1127028 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1127890.375000 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -1127890 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1128565.500000 Penalty: 4494.385254
	Iteration 8Q: 3 clusters Score -1128566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1129216.500000 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -1129216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1129593.750000 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -1129594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1129673.500000 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -1129674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1129704.875000 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -1129705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1129720.875000 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -1129721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1129736.625000 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -1129737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1129742.125000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -1129742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1129746.500000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -1129746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1129746.375000 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -1129746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1129744.875000 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -1129745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1129744.875000 Penalty: 4494.385254
	Iteration 19F: 3 clusters Score -1129745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 205831 members 
Mstep: Class 5 contains 65528 members 
Mstep: Class 6 contains 135528 members 
Mstep: Class 7 contains 3912 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 46569 members 
Mstep: Class 11 contains 74236 members 
Mstep: Class 12 contains 143079 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 68188 members 
Entering Unmasked Estep 
Score: -134076856.000000 Penalty: 78862.398438
Splitting cluster 3 changes total score from -134072360.000000 to -134076856.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (205831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205831 members 
Entering Unmasked Estep 
Score: -28186974.000000 Penalty: 3034.233154
	Iteration 0F: 2 clusters Score -2.818697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -28060626.000000 Penalty: 6068.466309
	Iteration 0F: 3 clusters Score -2.806063e+07 nChanged 99228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -28118526.000000 Penalty: 6068.466309
	Iteration 1F: 3 clusters Score -2.811853e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -28119674.000000 Penalty: 6068.466309
	Iteration 2Q: 3 clusters Score -2.811967e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -28121386.000000 Penalty: 6068.466309
	Iteration 3Q: 3 clusters Score -2.812139e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -28124084.000000 Penalty: 6068.466309
	Iteration 4Q: 3 clusters Score -2.812408e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -28128364.000000 Penalty: 6068.466309
	Iteration 5Q: 3 clusters Score -2.812836e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -28136098.000000 Penalty: 6068.466309
	Iteration 6F: 3 clusters Score -2.81361e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -28146920.000000 Penalty: 6068.466309
	Iteration 7F: 3 clusters Score -2.814692e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -28157526.000000 Penalty: 6068.466309
	Iteration 8F: 3 clusters Score -2.815753e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 169617 members 
Entering Unmasked Estep 
Score: -28165260.000000 Penalty: 6068.466309
	Iteration 9F: 3 clusters Score -2.816526e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -28169784.000000 Penalty: 6068.466309
	Iteration 10Q: 3 clusters Score -2.816978e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 178353 members 
Entering Unmasked Estep 
Score: -28171784.000000 Penalty: 6068.466309
	Iteration 11Q: 3 clusters Score -2.817178e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 180773 members 
Entering Unmasked Estep 
Score: -28173138.000000 Penalty: 6068.466309
	Iteration 12Q: 3 clusters Score -2.817314e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -28174066.000000 Penalty: 6068.466309
	Iteration 13Q: 3 clusters Score -2.817407e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 184705 members 
Entering Unmasked Estep 
Score: -28174762.000000 Penalty: 6068.466309
	Iteration 14Q: 3 clusters Score -2.817476e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 186400 members 
Entering Unmasked Estep 
Score: -28175214.000000 Penalty: 6068.466309
	Iteration 15Q: 3 clusters Score -2.817521e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 188030 members 
Entering Unmasked Estep 
Score: -28175738.000000 Penalty: 6068.466309
	Iteration 16Q: 3 clusters Score -2.817574e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 189539 members 
Entering Unmasked Estep 
Score: -28176086.000000 Penalty: 6068.466309
	Iteration 17Q: 3 clusters Score -2.817609e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 190919 members 
Entering Unmasked Estep 
Score: -28176568.000000 Penalty: 6068.466309
	Iteration 18Q: 3 clusters Score -2.817657e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 192276 members 
Entering Unmasked Estep 
Score: -28177116.000000 Penalty: 6068.466309
	Iteration 19Q: 3 clusters Score -2.817712e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -28177546.000000 Penalty: 6068.466309
	Iteration 20F: 3 clusters Score -2.817755e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 194755 members 
Entering Unmasked Estep 
Score: -28178040.000000 Penalty: 6068.466309
	Iteration 21Q: 3 clusters Score -2.817804e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 195929 members 
Entering Unmasked Estep 
Score: -28178602.000000 Penalty: 6068.466309
	Iteration 22Q: 3 clusters Score -2.81786e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 197008 members 
Entering Unmasked Estep 
Score: -28179156.000000 Penalty: 6068.466309
	Iteration 23Q: 3 clusters Score -2.817916e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 198010 members 
Entering Unmasked Estep 
Score: -28179680.000000 Penalty: 6068.466309
	Iteration 24Q: 3 clusters Score -2.817968e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 198881 members 
Entering Unmasked Estep 
Score: -28180208.000000 Penalty: 6068.466309
	Iteration 25Q: 3 clusters Score -2.818021e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 199701 members 
Entering Unmasked Estep 
Score: -28180686.000000 Penalty: 6068.466309
	Iteration 26Q: 3 clusters Score -2.818069e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 200425 members 
Entering Unmasked Estep 
Score: -28181112.000000 Penalty: 6068.466309
	Iteration 27Q: 3 clusters Score -2.818111e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -28181486.000000 Penalty: 6068.466309
	Iteration 28Q: 3 clusters Score -2.818149e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 201623 members 
Entering Unmasked Estep 
Score: -28181828.000000 Penalty: 6068.466309
	Iteration 29Q: 3 clusters Score -2.818183e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 202105 members 
Entering Unmasked Estep 
Score: -28182166.000000 Penalty: 6068.466309
	Iteration 30Q: 3 clusters Score -2.818217e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -28182422.000000 Penalty: 6068.466309
	Iteration 31Q: 3 clusters Score -2.818242e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 202857 members 
Entering Unmasked Estep 
Score: -28182684.000000 Penalty: 6068.466309
	Iteration 32Q: 3 clusters Score -2.818268e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 203175 members 
Entering Unmasked Estep 
Score: -28182936.000000 Penalty: 6068.466309
	Iteration 33Q: 3 clusters Score -2.818294e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 203435 members 
Entering Unmasked Estep 
Score: -28183142.000000 Penalty: 6068.466309
	Iteration 34Q: 3 clusters Score -2.818314e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 203651 members 
Entering Unmasked Estep 
Score: -28183332.000000 Penalty: 6068.466309
	Iteration 35Q: 3 clusters Score -2.818333e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 203816 members 
Entering Unmasked Estep 
Score: -28183444.000000 Penalty: 6068.466309
	Iteration 36Q: 3 clusters Score -2.818344e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 203942 members 
Entering Unmasked Estep 
Score: -28183516.000000 Penalty: 6068.466309
	Iteration 37Q: 3 clusters Score -2.818352e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 204046 members 
Entering Unmasked Estep 
Score: -28183602.000000 Penalty: 6068.466309
	Iteration 38Q: 3 clusters Score -2.81836e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 204139 members 
Entering Unmasked Estep 
Score: -28183672.000000 Penalty: 6068.466309
	Iteration 39Q: 3 clusters Score -2.818367e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 204227 members 
Entering Unmasked Estep 
Score: -28183734.000000 Penalty: 6068.466309
	Iteration 40F: 3 clusters Score -2.818373e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 204307 members 
Entering Unmasked Estep 
Score: -28183794.000000 Penalty: 6068.466309
	Iteration 41Q: 3 clusters Score -2.818379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 204370 members 
Entering Unmasked Estep 
Score: -28183860.000000 Penalty: 6068.466309
	Iteration 42Q: 3 clusters Score -2.818386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 204409 members 
Entering Unmasked Estep 
Score: -28183914.000000 Penalty: 6068.466309
	Iteration 43Q: 3 clusters Score -2.818391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 204452 members 
Entering Unmasked Estep 
Score: -28183940.000000 Penalty: 6068.466309
	Iteration 44Q: 3 clusters Score -2.818394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 204497 members 
Entering Unmasked Estep 
Score: -28183978.000000 Penalty: 6068.466309
	Iteration 45Q: 3 clusters Score -2.818398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 204537 members 
Entering Unmasked Estep 
Score: -28184026.000000 Penalty: 6068.466309
	Iteration 46Q: 3 clusters Score -2.818403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 204567 members 
Entering Unmasked Estep 
Score: -28184020.000000 Penalty: 6068.466309
	Iteration 47Q: 3 clusters Score -2.818402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -28184034.000000 Penalty: 6068.466309
	Iteration 48Q: 3 clusters Score -2.818403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 204605 members 
Entering Unmasked Estep 
Score: -28184062.000000 Penalty: 6068.466309
	Iteration 49Q: 3 clusters Score -2.818406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 204611 members 
Entering Unmasked Estep 
Score: -28184066.000000 Penalty: 6068.466309
	Iteration 50Q: 3 clusters Score -2.818407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 204619 members 
Entering Unmasked Estep 
Score: -28184068.000000 Penalty: 6068.466309
	Iteration 51Q: 3 clusters Score -2.818407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 204629 members 
Entering Unmasked Estep 
Score: -28184098.000000 Penalty: 6068.466309
	Iteration 52Q: 3 clusters Score -2.81841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 204639 members 
Entering Unmasked Estep 
Score: -28184134.000000 Penalty: 6068.466309
	Iteration 53Q: 3 clusters Score -2.818413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 204644 members 
Entering Unmasked Estep 
Score: -28184136.000000 Penalty: 6068.466309
	Iteration 54Q: 3 clusters Score -2.818414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 204649 members 
Entering Unmasked Estep 
Score: -28184146.000000 Penalty: 6068.466309
	Iteration 55Q: 3 clusters Score -2.818415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 204653 members 
Entering Unmasked Estep 
Score: -28184122.000000 Penalty: 6068.466309
	Iteration 56Q: 3 clusters Score -2.818412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 204655 members 
Entering Unmasked Estep 
Score: -28184138.000000 Penalty: 6068.466309
	Iteration 57Q: 3 clusters Score -2.818414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 204656 members 
Entering Unmasked Estep 
Score: -28184126.000000 Penalty: 6068.466309
	Iteration 58Q: 3 clusters Score -2.818413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 204656 members 
Entering Unmasked Estep 
Score: -28184126.000000 Penalty: 6068.466309
	Iteration 59F: 3 clusters Score -2.818413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Entering Unmasked Estep 
Score: -8887155.000000 Penalty: 2750.377686
	Iteration 0F: 2 clusters Score -8887155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8843116.000000 Penalty: 5500.755371
	Iteration 0F: 3 clusters Score -8843116 nChanged 30597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -8860236.000000 Penalty: 5500.755371
	Iteration 1F: 3 clusters Score -8860236 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -8860895.000000 Penalty: 5500.755371
	Iteration 2Q: 3 clusters Score -8860895 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -8861562.000000 Penalty: 5500.755371
	Iteration 3Q: 3 clusters Score -8861562 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -8862360.000000 Penalty: 5500.755371
	Iteration 4Q: 3 clusters Score -8862360 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -8863354.000000 Penalty: 5500.755371
	Iteration 5Q: 3 clusters Score -8863354 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -8864543.000000 Penalty: 5500.755371
	Iteration 6Q: 3 clusters Score -8864543 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8866002.000000 Penalty: 5500.755371
	Iteration 7Q: 3 clusters Score -8866002 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8867886.000000 Penalty: 5500.755371
	Iteration 8Q: 3 clusters Score -8867886 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8870246.000000 Penalty: 5500.755371
	Iteration 9F: 3 clusters Score -8870246 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8872812.000000 Penalty: 5500.755371
	Iteration 10F: 3 clusters Score -8872812 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -8874814.000000 Penalty: 5500.755371
	Iteration 11F: 3 clusters Score -8874814 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8875776.000000 Penalty: 5500.755371
	Iteration 12Q: 3 clusters Score -8875776 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -8876170.000000 Penalty: 5500.755371
	Iteration 13Q: 3 clusters Score -8876170 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -8876377.000000 Penalty: 5500.755371
	Iteration 14Q: 3 clusters Score -8876377 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8876505.000000 Penalty: 5500.755371
	Iteration 15Q: 3 clusters Score -8876505 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -8876610.000000 Penalty: 5500.755371
	Iteration 16Q: 3 clusters Score -8876610 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -8876772.000000 Penalty: 5500.755371
	Iteration 17Q: 3 clusters Score -8876772 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -8877008.000000 Penalty: 5500.755371
	Iteration 18Q: 3 clusters Score -8877008 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -8877266.000000 Penalty: 5500.755371
	Iteration 19Q: 3 clusters Score -8877266 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -8877584.000000 Penalty: 5500.755371
	Iteration 20F: 3 clusters Score -8877584 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -8877965.000000 Penalty: 5500.755371
	Iteration 21Q: 3 clusters Score -8877965 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -8878353.000000 Penalty: 5500.755371
	Iteration 22Q: 3 clusters Score -8878353 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -8878712.000000 Penalty: 5500.755371
	Iteration 23Q: 3 clusters Score -8878712 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -8879063.000000 Penalty: 5500.755371
	Iteration 24Q: 3 clusters Score -8879063 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -8879455.000000 Penalty: 5500.755371
	Iteration 25Q: 3 clusters Score -8879455 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -8879747.000000 Penalty: 5500.755371
	Iteration 26Q: 3 clusters Score -8879747 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8880042.000000 Penalty: 5500.755371
	Iteration 27Q: 3 clusters Score -8880042 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8880274.000000 Penalty: 5500.755371
	Iteration 28Q: 3 clusters Score -8880274 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8880465.000000 Penalty: 5500.755371
	Iteration 29Q: 3 clusters Score -8880465 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -8880665.000000 Penalty: 5500.755371
	Iteration 30Q: 3 clusters Score -8880665 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -8880902.000000 Penalty: 5500.755371
	Iteration 31Q: 3 clusters Score -8880902 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -8881063.000000 Penalty: 5500.755371
	Iteration 32Q: 3 clusters Score -8881063 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -8881328.000000 Penalty: 5500.755371
	Iteration 33Q: 3 clusters Score -8881328 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8881474.000000 Penalty: 5500.755371
	Iteration 34Q: 3 clusters Score -8881474 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -8881671.000000 Penalty: 5500.755371
	Iteration 35Q: 3 clusters Score -8881671 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -8881804.000000 Penalty: 5500.755371
	Iteration 36Q: 3 clusters Score -8881804 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8881993.000000 Penalty: 5500.755371
	Iteration 37Q: 3 clusters Score -8881993 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -8882171.000000 Penalty: 5500.755371
	Iteration 38Q: 3 clusters Score -8882171 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -8882364.000000 Penalty: 5500.755371
	Iteration 39Q: 3 clusters Score -8882364 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -8882573.000000 Penalty: 5500.755371
	Iteration 40F: 3 clusters Score -8882573 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -8882761.000000 Penalty: 5500.755371
	Iteration 41Q: 3 clusters Score -8882761 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -8882896.000000 Penalty: 5500.755371
	Iteration 42Q: 3 clusters Score -8882896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -8883054.000000 Penalty: 5500.755371
	Iteration 43Q: 3 clusters Score -8883054 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8883268.000000 Penalty: 5500.755371
	Iteration 44Q: 3 clusters Score -8883268 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8883418.000000 Penalty: 5500.755371
	Iteration 45Q: 3 clusters Score -8883418 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -8883594.000000 Penalty: 5500.755371
	Iteration 46Q: 3 clusters Score -8883594 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -8883750.000000 Penalty: 5500.755371
	Iteration 47Q: 3 clusters Score -8883750 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -8883846.000000 Penalty: 5500.755371
	Iteration 48Q: 3 clusters Score -8883846 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -8883975.000000 Penalty: 5500.755371
	Iteration 49Q: 3 clusters Score -8883975 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8884042.000000 Penalty: 5500.755371
	Iteration 50Q: 3 clusters Score -8884042 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8884158.000000 Penalty: 5500.755371
	Iteration 51Q: 3 clusters Score -8884158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8884249.000000 Penalty: 5500.755371
	Iteration 52Q: 3 clusters Score -8884249 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -8884327.000000 Penalty: 5500.755371
	Iteration 53Q: 3 clusters Score -8884327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8884423.000000 Penalty: 5500.755371
	Iteration 54Q: 3 clusters Score -8884423 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8884500.000000 Penalty: 5500.755371
	Iteration 55Q: 3 clusters Score -8884500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8884547.000000 Penalty: 5500.755371
	Iteration 56Q: 3 clusters Score -8884547 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8884576.000000 Penalty: 5500.755371
	Iteration 57Q: 3 clusters Score -8884576 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -8884673.000000 Penalty: 5500.755371
	Iteration 58Q: 3 clusters Score -8884673 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8884701.000000 Penalty: 5500.755371
	Iteration 59Q: 3 clusters Score -8884701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8884727.000000 Penalty: 5500.755371
	Iteration 60F: 3 clusters Score -8884727 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -8884749.000000 Penalty: 5500.755371
	Iteration 61Q: 3 clusters Score -8884749 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8884751.000000 Penalty: 5500.755371
	Iteration 62Q: 3 clusters Score -8884751 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -8884767.000000 Penalty: 5500.755371
	Iteration 63Q: 3 clusters Score -8884767 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -8884801.000000 Penalty: 5500.755371
	Iteration 64Q: 3 clusters Score -8884801 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -8884811.000000 Penalty: 5500.755371
	Iteration 65Q: 3 clusters Score -8884811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8884837.000000 Penalty: 5500.755371
	Iteration 66Q: 3 clusters Score -8884837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8884838.000000 Penalty: 5500.755371
	Iteration 67Q: 3 clusters Score -8884838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8884862.000000 Penalty: 5500.755371
	Iteration 68Q: 3 clusters Score -8884862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8884891.000000 Penalty: 5500.755371
	Iteration 69Q: 3 clusters Score -8884891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8884902.000000 Penalty: 5500.755371
	Iteration 70Q: 3 clusters Score -8884902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8884930.000000 Penalty: 5500.755371
	Iteration 71Q: 3 clusters Score -8884930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8884951.000000 Penalty: 5500.755371
	Iteration 72Q: 3 clusters Score -8884951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8884967.000000 Penalty: 5500.755371
	Iteration 73Q: 3 clusters Score -8884967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8884983.000000 Penalty: 5500.755371
	Iteration 74Q: 3 clusters Score -8884983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8884980.000000 Penalty: 5500.755371
	Iteration 75Q: 3 clusters Score -8884980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8885011.000000 Penalty: 5500.755371
	Iteration 76Q: 3 clusters Score -8885011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8885018.000000 Penalty: 5500.755371
	Iteration 77Q: 3 clusters Score -8885018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8885035.000000 Penalty: 5500.755371
	Iteration 78Q: 3 clusters Score -8885035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8885062.000000 Penalty: 5500.755371
	Iteration 79Q: 3 clusters Score -8885062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8885082.000000 Penalty: 5500.755371
	Iteration 80F: 3 clusters Score -8885082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8885086.000000 Penalty: 5500.755371
	Iteration 81Q: 3 clusters Score -8885086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8885088.000000 Penalty: 5500.755371
	Iteration 82Q: 3 clusters Score -8885088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8885085.000000 Penalty: 5500.755371
	Iteration 83Q: 3 clusters Score -8885085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8885098.000000 Penalty: 5500.755371
	Iteration 84Q: 3 clusters Score -8885098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8885098.000000 Penalty: 5500.755371
	Iteration 85Q: 3 clusters Score -8885098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8885100.000000 Penalty: 5500.755371
	Iteration 86Q: 3 clusters Score -8885100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8885101.000000 Penalty: 5500.755371
	Iteration 87Q: 3 clusters Score -8885101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8885121.000000 Penalty: 5500.755371
	Iteration 88Q: 3 clusters Score -8885121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8885122.000000 Penalty: 5500.755371
	Iteration 89Q: 3 clusters Score -8885122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8885148.000000 Penalty: 5500.755371
	Iteration 90Q: 3 clusters Score -8885148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8885151.000000 Penalty: 5500.755371
	Iteration 91Q: 3 clusters Score -8885151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8885147.000000 Penalty: 5500.755371
	Iteration 92Q: 3 clusters Score -8885147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8885148.000000 Penalty: 5500.755371
	Iteration 93Q: 3 clusters Score -8885148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8885166.000000 Penalty: 5500.755371
	Iteration 94Q: 3 clusters Score -8885166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8885167.000000 Penalty: 5500.755371
	Iteration 95Q: 3 clusters Score -8885167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8885174.000000 Penalty: 5500.755371
	Iteration 96Q: 3 clusters Score -8885174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8885180.000000 Penalty: 5500.755371
	Iteration 97Q: 3 clusters Score -8885180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8885167.000000 Penalty: 5500.755371
	Iteration 98Q: 3 clusters Score -8885167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8885170.000000 Penalty: 5500.755371
	Iteration 99Q: 3 clusters Score -8885170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8885172.000000 Penalty: 5500.755371
	Iteration 100F: 3 clusters Score -8885172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8885180.000000 Penalty: 5500.755371
	Iteration 101Q: 3 clusters Score -8885180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8885174.000000 Penalty: 5500.755371
	Iteration 102Q: 3 clusters Score -8885174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8885196.000000 Penalty: 5500.755371
	Iteration 103Q: 3 clusters Score -8885196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8885193.000000 Penalty: 5500.755371
	Iteration 104Q: 3 clusters Score -8885193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8885193.000000 Penalty: 5500.755371
	Iteration 105Q: 3 clusters Score -8885193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8885198.000000 Penalty: 5500.755371
	Iteration 106Q: 3 clusters Score -8885198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8885197.000000 Penalty: 5500.755371
	Iteration 107Q: 3 clusters Score -8885197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8885198.000000 Penalty: 5500.755371
	Iteration 108Q: 3 clusters Score -8885198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8885196.000000 Penalty: 5500.755371
	Iteration 109Q: 3 clusters Score -8885196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8885197.000000 Penalty: 5500.755371
	Iteration 110Q: 3 clusters Score -8885197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8885191.000000 Penalty: 5500.755371
	Iteration 111Q: 3 clusters Score -8885191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8885199.000000 Penalty: 5500.755371
	Iteration 112Q: 3 clusters Score -8885199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8885202.000000 Penalty: 5500.755371
	Iteration 113Q: 3 clusters Score -8885202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8885205.000000 Penalty: 5500.755371
	Iteration 114Q: 3 clusters Score -8885205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -8885206.000000 Penalty: 5500.755371
	Iteration 115Q: 3 clusters Score -8885206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8885205.000000 Penalty: 5500.755371
	Iteration 116Q: 3 clusters Score -8885205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8885196.000000 Penalty: 5500.755371
	Iteration 117Q: 3 clusters Score -8885196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8885190.000000 Penalty: 5500.755371
	Iteration 118Q: 3 clusters Score -8885190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8885201.000000 Penalty: 5500.755371
	Iteration 119Q: 3 clusters Score -8885201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8885203.000000 Penalty: 5500.755371
	Iteration 120F: 3 clusters Score -8885203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (135528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135528 members 
Entering Unmasked Estep 
Score: -18253928.000000 Penalty: 2930.599609
	Iteration 0F: 2 clusters Score -1.825393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -18164030.000000 Penalty: 5861.199219
	Iteration 0F: 3 clusters Score -1.816403e+07 nChanged 64648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -18201294.000000 Penalty: 5861.199219
	Iteration 1F: 3 clusters Score -1.820129e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -18202196.000000 Penalty: 5861.199219
	Iteration 2Q: 3 clusters Score -1.82022e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -18203230.000000 Penalty: 5861.199219
	Iteration 3Q: 3 clusters Score -1.820323e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -18204878.000000 Penalty: 5861.199219
	Iteration 4Q: 3 clusters Score -1.820488e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -18207710.000000 Penalty: 5861.199219
	Iteration 5Q: 3 clusters Score -1.820771e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -18212448.000000 Penalty: 5861.199219
	Iteration 6F: 3 clusters Score -1.821245e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -18220472.000000 Penalty: 5861.199219
	Iteration 7F: 3 clusters Score -1.822047e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -18231062.000000 Penalty: 5861.199219
	Iteration 8F: 3 clusters Score -1.823106e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122943 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -18240604.000000 Penalty: 5861.199219
	Iteration 9F: 3 clusters Score -1.82406e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -18246484.000000 Penalty: 5861.199219
	Iteration 10Q: 3 clusters Score -1.824648e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18249196.000000 Penalty: 5861.199219
	Iteration 11Q: 3 clusters Score -1.82492e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18250380.000000 Penalty: 5861.199219
	Iteration 12Q: 3 clusters Score -1.825038e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18250878.000000 Penalty: 5861.199219
	Iteration 13Q: 3 clusters Score -1.825088e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18251072.000000 Penalty: 5861.199219
	Iteration 14Q: 3 clusters Score -1.825107e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18251218.000000 Penalty: 5861.199219
	Iteration 15Q: 3 clusters Score -1.825122e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18251266.000000 Penalty: 5861.199219
	Iteration 16Q: 3 clusters Score -1.825127e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135018 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18251334.000000 Penalty: 5861.199219
	Iteration 17Q: 3 clusters Score -1.825133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18251362.000000 Penalty: 5861.199219
	Iteration 18Q: 3 clusters Score -1.825136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -18251384.000000 Penalty: 5861.199219
	Iteration 19Q: 3 clusters Score -1.825138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -18251384.000000 Penalty: 5861.199219
	Iteration 20F: 3 clusters Score -1.825138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -18251406.000000 Penalty: 5861.199219
	Iteration 21Q: 3 clusters Score -1.825141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18251408.000000 Penalty: 5861.199219
	Iteration 22Q: 3 clusters Score -1.825141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18251428.000000 Penalty: 5861.199219
	Iteration 23Q: 3 clusters Score -1.825143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18251426.000000 Penalty: 5861.199219
	Iteration 24Q: 3 clusters Score -1.825143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135089 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18251422.000000 Penalty: 5861.199219
	Iteration 25Q: 3 clusters Score -1.825142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135089 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18251424.000000 Penalty: 5861.199219
	Iteration 26Q: 3 clusters Score -1.825142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18251426.000000 Penalty: 5861.199219
	Iteration 27Q: 3 clusters Score -1.825143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18251416.000000 Penalty: 5861.199219
	Iteration 28Q: 3 clusters Score -1.825142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135089 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18251426.000000 Penalty: 5861.199219
	Iteration 29Q: 3 clusters Score -1.825143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18251442.000000 Penalty: 5861.199219
	Iteration 30Q: 3 clusters Score -1.825144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18251450.000000 Penalty: 5861.199219
	Iteration 31Q: 3 clusters Score -1.825145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135101 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18251452.000000 Penalty: 5861.199219
	Iteration 32Q: 3 clusters Score -1.825145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135101 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18251452.000000 Penalty: 5861.199219
	Iteration 33F: 3 clusters Score -1.825145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -513947.093750 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -513947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -510102.906250 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -510102.9 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -511093.093750 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -511093.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -511573.281250 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -511573.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -512347.875000 Penalty: 4102.814941
	Iteration 3F: 3 clusters Score -512347.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -513548.437500 Penalty: 4102.814941
	Iteration 4F: 3 clusters Score -513548.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -514780.312500 Penalty: 4102.814941
	Iteration 5F: 3 clusters Score -514780.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -515514.312500 Penalty: 4102.814941
	Iteration 6F: 3 clusters Score -515514.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -515845.656250 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -515845.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -516030.218750 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -516030.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -516094.093750 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -516094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -516100.031250 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -516100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -516100.937500 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -516100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -516101.281250 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -516101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -516102.687500 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -516102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -516102.687500 Penalty: 4102.814941
	Iteration 14F: 3 clusters Score -516102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 205831 members 
Mstep: Class 5 contains 65528 members 
Mstep: Class 6 contains 135528 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 46569 members 
Mstep: Class 11 contains 74236 members 
Mstep: Class 12 contains 143079 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 68188 members 
Entering Unmasked Estep 
Score: -134077888.000000 Penalty: 82291.203125
Splitting cluster 7 changes total score from -134072360.000000 to -134077888.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (19300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Entering Unmasked Estep 
Score: -2665505.000000 Penalty: 2447.229492
	Iteration 0F: 2 clusters Score -2665505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2651927.250000 Penalty: 4894.458984
	Iteration 0F: 3 clusters Score -2651927 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2656413.500000 Penalty: 4894.458984
	Iteration 1F: 3 clusters Score -2656414 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2656801.000000 Penalty: 4894.458984
	Iteration 2F: 3 clusters Score -2656801 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2657114.000000 Penalty: 4894.458984
	Iteration 3Q: 3 clusters Score -2657114 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2657377.750000 Penalty: 4894.458984
	Iteration 4Q: 3 clusters Score -2657378 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2657624.750000 Penalty: 4894.458984
	Iteration 5Q: 3 clusters Score -2657625 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2657857.500000 Penalty: 4894.458984
	Iteration 6Q: 3 clusters Score -2657858 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2658070.750000 Penalty: 4894.458984
	Iteration 7Q: 3 clusters Score -2658071 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2658360.750000 Penalty: 4894.458984
	Iteration 8Q: 3 clusters Score -2658361 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2658689.750000 Penalty: 4894.458984
	Iteration 9Q: 3 clusters Score -2658690 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2659072.500000 Penalty: 4894.458984
	Iteration 10Q: 3 clusters Score -2659072 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2659571.750000 Penalty: 4894.458984
	Iteration 11Q: 3 clusters Score -2659572 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2660183.250000 Penalty: 4894.458984
	Iteration 12Q: 3 clusters Score -2660183 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2660893.500000 Penalty: 4894.458984
	Iteration 13Q: 3 clusters Score -2660894 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2661601.250000 Penalty: 4894.458984
	Iteration 14Q: 3 clusters Score -2661601 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2662200.500000 Penalty: 4894.458984
	Iteration 15Q: 3 clusters Score -2662200 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2662651.000000 Penalty: 4894.458984
	Iteration 16Q: 3 clusters Score -2662651 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2662959.500000 Penalty: 4894.458984
	Iteration 17Q: 3 clusters Score -2662960 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2663154.500000 Penalty: 4894.458984
	Iteration 18Q: 3 clusters Score -2663154 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2663248.250000 Penalty: 4894.458984
	Iteration 19Q: 3 clusters Score -2663248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2663304.500000 Penalty: 4894.458984
	Iteration 20F: 3 clusters Score -2663304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2663351.000000 Penalty: 4894.458984
	Iteration 21Q: 3 clusters Score -2663351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2663391.750000 Penalty: 4894.458984
	Iteration 22Q: 3 clusters Score -2663392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2663440.250000 Penalty: 4894.458984
	Iteration 23Q: 3 clusters Score -2663440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2663461.250000 Penalty: 4894.458984
	Iteration 24Q: 3 clusters Score -2663461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2663479.000000 Penalty: 4894.458984
	Iteration 25Q: 3 clusters Score -2663479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2663492.000000 Penalty: 4894.458984
	Iteration 26Q: 3 clusters Score -2663492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2663497.500000 Penalty: 4894.458984
	Iteration 27Q: 3 clusters Score -2663498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2663502.500000 Penalty: 4894.458984
	Iteration 28Q: 3 clusters Score -2663502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2663508.000000 Penalty: 4894.458984
	Iteration 29Q: 3 clusters Score -2663508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2663512.000000 Penalty: 4894.458984
	Iteration 30Q: 3 clusters Score -2663512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2663517.250000 Penalty: 4894.458984
	Iteration 31Q: 3 clusters Score -2663517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2663518.250000 Penalty: 4894.458984
	Iteration 32Q: 3 clusters Score -2663518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2663517.750000 Penalty: 4894.458984
	Iteration 33Q: 3 clusters Score -2663518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2663522.250000 Penalty: 4894.458984
	Iteration 34Q: 3 clusters Score -2663522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2663526.750000 Penalty: 4894.458984
	Iteration 35Q: 3 clusters Score -2663527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2663531.000000 Penalty: 4894.458984
	Iteration 36Q: 3 clusters Score -2663531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2663537.750000 Penalty: 4894.458984
	Iteration 37Q: 3 clusters Score -2663538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2663536.500000 Penalty: 4894.458984
	Iteration 38Q: 3 clusters Score -2663536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2663543.000000 Penalty: 4894.458984
	Iteration 39Q: 3 clusters Score -2663543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2663538.000000 Penalty: 4894.458984
	Iteration 40F: 3 clusters Score -2663538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2663546.500000 Penalty: 4894.458984
	Iteration 41Q: 3 clusters Score -2663546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2663548.250000 Penalty: 4894.458984
	Iteration 42Q: 3 clusters Score -2663548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2663548.250000 Penalty: 4894.458984
	Iteration 43F: 3 clusters Score -2663548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Entering Unmasked Estep 
Score: -6077578.500000 Penalty: 2665.675293
	Iteration 0F: 2 clusters Score -6077578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6045931.500000 Penalty: 5331.350586
	Iteration 0F: 3 clusters Score -6045932 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6058009.000000 Penalty: 5331.350586
	Iteration 1F: 3 clusters Score -6058009 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -6058827.000000 Penalty: 5331.350586
	Iteration 2Q: 3 clusters Score -6058827 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -6059771.500000 Penalty: 5331.350586
	Iteration 3Q: 3 clusters Score -6059772 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -6060937.000000 Penalty: 5331.350586
	Iteration 4Q: 3 clusters Score -6060937 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -6062548.500000 Penalty: 5331.350586
	Iteration 5F: 3 clusters Score -6062548 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -6064607.000000 Penalty: 5331.350586
	Iteration 6F: 3 clusters Score -6064607 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -6066631.000000 Penalty: 5331.350586
	Iteration 7F: 3 clusters Score -6066631 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6068439.500000 Penalty: 5331.350586
	Iteration 8F: 3 clusters Score -6068440 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6069850.000000 Penalty: 5331.350586
	Iteration 9F: 3 clusters Score -6069850 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6070933.000000 Penalty: 5331.350586
	Iteration 10Q: 3 clusters Score -6070933 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6071867.000000 Penalty: 5331.350586
	Iteration 11Q: 3 clusters Score -6071867 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6072778.000000 Penalty: 5331.350586
	Iteration 12Q: 3 clusters Score -6072778 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6073777.500000 Penalty: 5331.350586
	Iteration 13Q: 3 clusters Score -6073778 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -6074696.500000 Penalty: 5331.350586
	Iteration 14Q: 3 clusters Score -6074696 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -6075637.500000 Penalty: 5331.350586
	Iteration 15Q: 3 clusters Score -6075638 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -6076563.500000 Penalty: 5331.350586
	Iteration 16Q: 3 clusters Score -6076564 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -6077617.000000 Penalty: 5331.350586
	Iteration 17Q: 3 clusters Score -6077617 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -6078619.000000 Penalty: 5331.350586
	Iteration 18Q: 3 clusters Score -6078619 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6079184.500000 Penalty: 5331.350586
	Iteration 19Q: 3 clusters Score -6079184 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -6079406.500000 Penalty: 5331.350586
	Iteration 20F: 3 clusters Score -6079406 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -6079564.000000 Penalty: 5331.350586
	Iteration 21Q: 3 clusters Score -6079564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6079676.000000 Penalty: 5331.350586
	Iteration 22Q: 3 clusters Score -6079676 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -6079737.000000 Penalty: 5331.350586
	Iteration 23Q: 3 clusters Score -6079737 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6079795.500000 Penalty: 5331.350586
	Iteration 24Q: 3 clusters Score -6079796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -6079817.000000 Penalty: 5331.350586
	Iteration 25Q: 3 clusters Score -6079817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -6079839.000000 Penalty: 5331.350586
	Iteration 26Q: 3 clusters Score -6079839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6079849.500000 Penalty: 5331.350586
	Iteration 27Q: 3 clusters Score -6079850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -6079851.000000 Penalty: 5331.350586
	Iteration 28Q: 3 clusters Score -6079851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6079851.500000 Penalty: 5331.350586
	Iteration 29Q: 3 clusters Score -6079852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -6079852.000000 Penalty: 5331.350586
	Iteration 30Q: 3 clusters Score -6079852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -6079865.000000 Penalty: 5331.350586
	Iteration 31Q: 3 clusters Score -6079865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6079870.500000 Penalty: 5331.350586
	Iteration 32Q: 3 clusters Score -6079870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -6079872.000000 Penalty: 5331.350586
	Iteration 33Q: 3 clusters Score -6079872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -6079873.000000 Penalty: 5331.350586
	Iteration 34Q: 3 clusters Score -6079873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6079872.500000 Penalty: 5331.350586
	Iteration 35Q: 3 clusters Score -6079872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6079870.500000 Penalty: 5331.350586
	Iteration 36Q: 3 clusters Score -6079870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6079871.500000 Penalty: 5331.350586
	Iteration 37Q: 3 clusters Score -6079872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -6079870.500000 Penalty: 5331.350586
	Iteration 38Q: 3 clusters Score -6079870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6079867.500000 Penalty: 5331.350586
	Iteration 39Q: 3 clusters Score -6079868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -6079869.000000 Penalty: 5331.350586
	Iteration 40F: 3 clusters Score -6079869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -6079868.500000 Penalty: 5331.350586
	Iteration 41Q: 3 clusters Score -6079868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6079865.000000 Penalty: 5331.350586
	Iteration 42Q: 3 clusters Score -6079865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -6079866.000000 Penalty: 5331.350586
	Iteration 43Q: 3 clusters Score -6079866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -6079861.500000 Penalty: 5331.350586
	Iteration 44Q: 3 clusters Score -6079862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6079858.500000 Penalty: 5331.350586
	Iteration 45Q: 3 clusters Score -6079858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6079859.500000 Penalty: 5331.350586
	Iteration 46Q: 3 clusters Score -6079860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6079859.500000 Penalty: 5331.350586
	Iteration 47F: 3 clusters Score -6079860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 205831 members 
Mstep: Class 5 contains 65528 members 
Mstep: Class 6 contains 135528 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 74236 members 
Mstep: Class 12 contains 143079 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 68188 members 
Mstep: Class 25 contains 6207 members 
Entering Unmasked Estep 
Score: -134079880.000000 Penalty: 85720.000000
Splitting cluster 10 changes total score from -134072360.000000 to -134079880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (74236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Entering Unmasked Estep 
Score: -9909253.000000 Penalty: 2781.321289
	Iteration 0F: 2 clusters Score -9909253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9859599.000000 Penalty: 5562.642578
	Iteration 0F: 3 clusters Score -9859599 nChanged 34783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9879211.000000 Penalty: 5562.642578
	Iteration 1F: 3 clusters Score -9879211 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9879829.000000 Penalty: 5562.642578
	Iteration 2Q: 3 clusters Score -9879829 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -9880491.000000 Penalty: 5562.642578
	Iteration 3Q: 3 clusters Score -9880491 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -9881134.000000 Penalty: 5562.642578
	Iteration 4Q: 3 clusters Score -9881134 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -9881921.000000 Penalty: 5562.642578
	Iteration 5Q: 3 clusters Score -9881921 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -9882787.000000 Penalty: 5562.642578
	Iteration 6Q: 3 clusters Score -9882787 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -9883731.000000 Penalty: 5562.642578
	Iteration 7Q: 3 clusters Score -9883731 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -9884747.000000 Penalty: 5562.642578
	Iteration 8Q: 3 clusters Score -9884747 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -9885884.000000 Penalty: 5562.642578
	Iteration 9Q: 3 clusters Score -9885884 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -9887079.000000 Penalty: 5562.642578
	Iteration 10Q: 3 clusters Score -9887079 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -9888113.000000 Penalty: 5562.642578
	Iteration 11Q: 3 clusters Score -9888113 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -9889013.000000 Penalty: 5562.642578
	Iteration 12Q: 3 clusters Score -9889013 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -9889947.000000 Penalty: 5562.642578
	Iteration 13Q: 3 clusters Score -9889947 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -9890756.000000 Penalty: 5562.642578
	Iteration 14Q: 3 clusters Score -9890756 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -9891542.000000 Penalty: 5562.642578
	Iteration 15Q: 3 clusters Score -9891542 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -9892314.000000 Penalty: 5562.642578
	Iteration 16Q: 3 clusters Score -9892314 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9893046.000000 Penalty: 5562.642578
	Iteration 17Q: 3 clusters Score -9893046 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -9893578.000000 Penalty: 5562.642578
	Iteration 18Q: 3 clusters Score -9893578 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -9893988.000000 Penalty: 5562.642578
	Iteration 19Q: 3 clusters Score -9893988 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9894403.000000 Penalty: 5562.642578
	Iteration 20F: 3 clusters Score -9894403 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -9894823.000000 Penalty: 5562.642578
	Iteration 21Q: 3 clusters Score -9894823 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -9895108.000000 Penalty: 5562.642578
	Iteration 22Q: 3 clusters Score -9895108 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -9895347.000000 Penalty: 5562.642578
	Iteration 23Q: 3 clusters Score -9895347 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -9895569.000000 Penalty: 5562.642578
	Iteration 24Q: 3 clusters Score -9895569 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -9895764.000000 Penalty: 5562.642578
	Iteration 25Q: 3 clusters Score -9895764 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -9895913.000000 Penalty: 5562.642578
	Iteration 26Q: 3 clusters Score -9895913 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -9896088.000000 Penalty: 5562.642578
	Iteration 27Q: 3 clusters Score -9896088 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -9896337.000000 Penalty: 5562.642578
	Iteration 28Q: 3 clusters Score -9896337 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -9896709.000000 Penalty: 5562.642578
	Iteration 29Q: 3 clusters Score -9896709 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -9897103.000000 Penalty: 5562.642578
	Iteration 30Q: 3 clusters Score -9897103 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -9897532.000000 Penalty: 5562.642578
	Iteration 31Q: 3 clusters Score -9897532 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -9898075.000000 Penalty: 5562.642578
	Iteration 32Q: 3 clusters Score -9898075 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -9898656.000000 Penalty: 5562.642578
	Iteration 33Q: 3 clusters Score -9898656 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -9899475.000000 Penalty: 5562.642578
	Iteration 34Q: 3 clusters Score -9899475 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -9900266.000000 Penalty: 5562.642578
	Iteration 35Q: 3 clusters Score -9900266 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -9901190.000000 Penalty: 5562.642578
	Iteration 36Q: 3 clusters Score -9901190 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -9902091.000000 Penalty: 5562.642578
	Iteration 37Q: 3 clusters Score -9902091 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -9902910.000000 Penalty: 5562.642578
	Iteration 38Q: 3 clusters Score -9902910 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -9903795.000000 Penalty: 5562.642578
	Iteration 39Q: 3 clusters Score -9903795 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -9904500.000000 Penalty: 5562.642578
	Iteration 40F: 3 clusters Score -9904500 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -9905045.000000 Penalty: 5562.642578
	Iteration 41Q: 3 clusters Score -9905045 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -9905474.000000 Penalty: 5562.642578
	Iteration 42Q: 3 clusters Score -9905474 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9905890.000000 Penalty: 5562.642578
	Iteration 43Q: 3 clusters Score -9905890 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9906198.000000 Penalty: 5562.642578
	Iteration 44Q: 3 clusters Score -9906198 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -9906379.000000 Penalty: 5562.642578
	Iteration 45Q: 3 clusters Score -9906379 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -9906516.000000 Penalty: 5562.642578
	Iteration 46Q: 3 clusters Score -9906516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9906658.000000 Penalty: 5562.642578
	Iteration 47Q: 3 clusters Score -9906658 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9906727.000000 Penalty: 5562.642578
	Iteration 48Q: 3 clusters Score -9906727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9906810.000000 Penalty: 5562.642578
	Iteration 49Q: 3 clusters Score -9906810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9906857.000000 Penalty: 5562.642578
	Iteration 50Q: 3 clusters Score -9906857 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9906900.000000 Penalty: 5562.642578
	Iteration 51Q: 3 clusters Score -9906900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9906897.000000 Penalty: 5562.642578
	Iteration 52Q: 3 clusters Score -9906897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9906929.000000 Penalty: 5562.642578
	Iteration 53Q: 3 clusters Score -9906929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9906929.000000 Penalty: 5562.642578
	Iteration 54Q: 3 clusters Score -9906929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9906970.000000 Penalty: 5562.642578
	Iteration 55Q: 3 clusters Score -9906970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9906994.000000 Penalty: 5562.642578
	Iteration 56Q: 3 clusters Score -9906994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9907013.000000 Penalty: 5562.642578
	Iteration 57Q: 3 clusters Score -9907013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9907035.000000 Penalty: 5562.642578
	Iteration 58Q: 3 clusters Score -9907035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9907041.000000 Penalty: 5562.642578
	Iteration 59Q: 3 clusters Score -9907041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9907047.000000 Penalty: 5562.642578
	Iteration 60F: 3 clusters Score -9907047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9907054.000000 Penalty: 5562.642578
	Iteration 61Q: 3 clusters Score -9907054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9907065.000000 Penalty: 5562.642578
	Iteration 62Q: 3 clusters Score -9907065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9907066.000000 Penalty: 5562.642578
	Iteration 63Q: 3 clusters Score -9907066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9907068.000000 Penalty: 5562.642578
	Iteration 64Q: 3 clusters Score -9907068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9907069.000000 Penalty: 5562.642578
	Iteration 65Q: 3 clusters Score -9907069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9907081.000000 Penalty: 5562.642578
	Iteration 66Q: 3 clusters Score -9907081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9907092.000000 Penalty: 5562.642578
	Iteration 67Q: 3 clusters Score -9907092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9907091.000000 Penalty: 5562.642578
	Iteration 68Q: 3 clusters Score -9907091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9907103.000000 Penalty: 5562.642578
	Iteration 69Q: 3 clusters Score -9907103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9907098.000000 Penalty: 5562.642578
	Iteration 70Q: 3 clusters Score -9907098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9907101.000000 Penalty: 5562.642578
	Iteration 71Q: 3 clusters Score -9907101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9907101.000000 Penalty: 5562.642578
	Iteration 72Q: 3 clusters Score -9907101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9907096.000000 Penalty: 5562.642578
	Iteration 73Q: 3 clusters Score -9907096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9907098.000000 Penalty: 5562.642578
	Iteration 74Q: 3 clusters Score -9907098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9907103.000000 Penalty: 5562.642578
	Iteration 75Q: 3 clusters Score -9907103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9907104.000000 Penalty: 5562.642578
	Iteration 76Q: 3 clusters Score -9907104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9907099.000000 Penalty: 5562.642578
	Iteration 77Q: 3 clusters Score -9907099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9907096.000000 Penalty: 5562.642578
	Iteration 78Q: 3 clusters Score -9907096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9907096.000000 Penalty: 5562.642578
	Iteration 79Q: 3 clusters Score -9907096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9907110.000000 Penalty: 5562.642578
	Iteration 80F: 3 clusters Score -9907110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9907109.000000 Penalty: 5562.642578
	Iteration 81Q: 3 clusters Score -9907109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9907108.000000 Penalty: 5562.642578
	Iteration 82Q: 3 clusters Score -9907108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9907114.000000 Penalty: 5562.642578
	Iteration 83Q: 3 clusters Score -9907114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9907112.000000 Penalty: 5562.642578
	Iteration 84Q: 3 clusters Score -9907112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9907115.000000 Penalty: 5562.642578
	Iteration 85Q: 3 clusters Score -9907115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9907112.000000 Penalty: 5562.642578
	Iteration 86Q: 3 clusters Score -9907112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9907114.000000 Penalty: 5562.642578
	Iteration 87Q: 3 clusters Score -9907114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9907109.000000 Penalty: 5562.642578
	Iteration 88Q: 3 clusters Score -9907109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9907116.000000 Penalty: 5562.642578
	Iteration 89Q: 3 clusters Score -9907116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9907107.000000 Penalty: 5562.642578
	Iteration 90Q: 3 clusters Score -9907107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9907111.000000 Penalty: 5562.642578
	Iteration 91Q: 3 clusters Score -9907111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9907110.000000 Penalty: 5562.642578
	Iteration 92Q: 3 clusters Score -9907110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9907109.000000 Penalty: 5562.642578
	Iteration 93Q: 3 clusters Score -9907109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9907113.000000 Penalty: 5562.642578
	Iteration 94Q: 3 clusters Score -9907113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9907114.000000 Penalty: 5562.642578
	Iteration 95Q: 3 clusters Score -9907114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9907114.000000 Penalty: 5562.642578
	Iteration 96F: 3 clusters Score -9907114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Entering Unmasked Estep 
Score: -19596738.000000 Penalty: 2944.045654
	Iteration 0F: 2 clusters Score -1.959674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -19503124.000000 Penalty: 5888.091309
	Iteration 0F: 3 clusters Score -1.950312e+07 nChanged 68234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -19543558.000000 Penalty: 5888.091309
	Iteration 1F: 3 clusters Score -1.954356e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -19544976.000000 Penalty: 5888.091309
	Iteration 2Q: 3 clusters Score -1.954498e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -19546728.000000 Penalty: 5888.091309
	Iteration 3Q: 3 clusters Score -1.954673e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -19549140.000000 Penalty: 5888.091309
	Iteration 4Q: 3 clusters Score -1.954914e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -19552330.000000 Penalty: 5888.091309
	Iteration 5Q: 3 clusters Score -1.955233e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -19556938.000000 Penalty: 5888.091309
	Iteration 6F: 3 clusters Score -1.955694e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -19563138.000000 Penalty: 5888.091309
	Iteration 7F: 3 clusters Score -1.956314e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -19570616.000000 Penalty: 5888.091309
	Iteration 8F: 3 clusters Score -1.957062e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -19577916.000000 Penalty: 5888.091309
	Iteration 9F: 3 clusters Score -1.957792e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122023 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -19583386.000000 Penalty: 5888.091309
	Iteration 10Q: 3 clusters Score -1.958339e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -19587172.000000 Penalty: 5888.091309
	Iteration 11Q: 3 clusters Score -1.958717e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -19589696.000000 Penalty: 5888.091309
	Iteration 12Q: 3 clusters Score -1.95897e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -19591458.000000 Penalty: 5888.091309
	Iteration 13Q: 3 clusters Score -1.959146e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136017 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -19592822.000000 Penalty: 5888.091309
	Iteration 14Q: 3 clusters Score -1.959282e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -19594004.000000 Penalty: 5888.091309
	Iteration 15Q: 3 clusters Score -1.9594e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138914 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -19594784.000000 Penalty: 5888.091309
	Iteration 16Q: 3 clusters Score -1.959478e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139581 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -19595312.000000 Penalty: 5888.091309
	Iteration 17Q: 3 clusters Score -1.959531e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19595768.000000 Penalty: 5888.091309
	Iteration 18Q: 3 clusters Score -1.959577e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -19595946.000000 Penalty: 5888.091309
	Iteration 19Q: 3 clusters Score -1.959595e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19596108.000000 Penalty: 5888.091309
	Iteration 20F: 3 clusters Score -1.959611e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -19596212.000000 Penalty: 5888.091309
	Iteration 21Q: 3 clusters Score -1.959621e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140557 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19596244.000000 Penalty: 5888.091309
	Iteration 22Q: 3 clusters Score -1.959624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -19596262.000000 Penalty: 5888.091309
	Iteration 23Q: 3 clusters Score -1.959626e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140604 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -19596308.000000 Penalty: 5888.091309
	Iteration 24Q: 3 clusters Score -1.959631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19596298.000000 Penalty: 5888.091309
	Iteration 25Q: 3 clusters Score -1.95963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -19596320.000000 Penalty: 5888.091309
	Iteration 26Q: 3 clusters Score -1.959632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140642 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19596322.000000 Penalty: 5888.091309
	Iteration 27Q: 3 clusters Score -1.959632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19596328.000000 Penalty: 5888.091309
	Iteration 28Q: 3 clusters Score -1.959633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140680 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19596324.000000 Penalty: 5888.091309
	Iteration 29Q: 3 clusters Score -1.959632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19596340.000000 Penalty: 5888.091309
	Iteration 30Q: 3 clusters Score -1.959634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19596322.000000 Penalty: 5888.091309
	Iteration 31Q: 3 clusters Score -1.959632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -19596326.000000 Penalty: 5888.091309
	Iteration 32Q: 3 clusters Score -1.959633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19596326.000000 Penalty: 5888.091309
	Iteration 33Q: 3 clusters Score -1.959633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19596316.000000 Penalty: 5888.091309
	Iteration 34Q: 3 clusters Score -1.959632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19596322.000000 Penalty: 5888.091309
	Iteration 35Q: 3 clusters Score -1.959632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19596318.000000 Penalty: 5888.091309
	Iteration 36Q: 3 clusters Score -1.959632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19596328.000000 Penalty: 5888.091309
	Iteration 37Q: 3 clusters Score -1.959633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19596328.000000 Penalty: 5888.091309
	Iteration 38F: 3 clusters Score -1.959633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Entering Unmasked Estep 
Score: -2431572.500000 Penalty: 2425.009521
	Iteration 0F: 2 clusters Score -2431572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2418919.250000 Penalty: 4850.019043
	Iteration 0F: 3 clusters Score -2418919 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2423074.500000 Penalty: 4850.019043
	Iteration 1F: 3 clusters Score -2423074 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2423452.750000 Penalty: 4850.019043
	Iteration 2F: 3 clusters Score -2423453 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2423725.250000 Penalty: 4850.019043
	Iteration 3Q: 3 clusters Score -2423725 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2423960.750000 Penalty: 4850.019043
	Iteration 4Q: 3 clusters Score -2423961 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2424174.000000 Penalty: 4850.019043
	Iteration 5Q: 3 clusters Score -2424174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2424391.250000 Penalty: 4850.019043
	Iteration 6Q: 3 clusters Score -2424391 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2424614.750000 Penalty: 4850.019043
	Iteration 7Q: 3 clusters Score -2424615 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2424857.000000 Penalty: 4850.019043
	Iteration 8Q: 3 clusters Score -2424857 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2425116.250000 Penalty: 4850.019043
	Iteration 9Q: 3 clusters Score -2425116 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2425398.500000 Penalty: 4850.019043
	Iteration 10Q: 3 clusters Score -2425398 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2425660.750000 Penalty: 4850.019043
	Iteration 11Q: 3 clusters Score -2425661 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2425984.000000 Penalty: 4850.019043
	Iteration 12Q: 3 clusters Score -2425984 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2426354.500000 Penalty: 4850.019043
	Iteration 13Q: 3 clusters Score -2426354 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2426845.750000 Penalty: 4850.019043
	Iteration 14Q: 3 clusters Score -2426846 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2427372.000000 Penalty: 4850.019043
	Iteration 15Q: 3 clusters Score -2427372 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2427940.500000 Penalty: 4850.019043
	Iteration 16Q: 3 clusters Score -2427940 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2428554.750000 Penalty: 4850.019043
	Iteration 17Q: 3 clusters Score -2428555 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2429072.250000 Penalty: 4850.019043
	Iteration 18Q: 3 clusters Score -2429072 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2429479.750000 Penalty: 4850.019043
	Iteration 19Q: 3 clusters Score -2429480 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2429752.500000 Penalty: 4850.019043
	Iteration 20F: 3 clusters Score -2429752 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2429960.750000 Penalty: 4850.019043
	Iteration 21Q: 3 clusters Score -2429961 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2430118.250000 Penalty: 4850.019043
	Iteration 22Q: 3 clusters Score -2430118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2430227.000000 Penalty: 4850.019043
	Iteration 23Q: 3 clusters Score -2430227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2430291.500000 Penalty: 4850.019043
	Iteration 24Q: 3 clusters Score -2430292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2430325.500000 Penalty: 4850.019043
	Iteration 25Q: 3 clusters Score -2430326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2430344.250000 Penalty: 4850.019043
	Iteration 26Q: 3 clusters Score -2430344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2430358.500000 Penalty: 4850.019043
	Iteration 27Q: 3 clusters Score -2430358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2430371.500000 Penalty: 4850.019043
	Iteration 28Q: 3 clusters Score -2430372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2430380.000000 Penalty: 4850.019043
	Iteration 29Q: 3 clusters Score -2430380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2430383.500000 Penalty: 4850.019043
	Iteration 30Q: 3 clusters Score -2430384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2430388.250000 Penalty: 4850.019043
	Iteration 31Q: 3 clusters Score -2430388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2430388.250000 Penalty: 4850.019043
	Iteration 32Q: 3 clusters Score -2430388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2430387.250000 Penalty: 4850.019043
	Iteration 33Q: 3 clusters Score -2430387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2430390.250000 Penalty: 4850.019043
	Iteration 34Q: 3 clusters Score -2430390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2430387.750000 Penalty: 4850.019043
	Iteration 35Q: 3 clusters Score -2430388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2430388.000000 Penalty: 4850.019043
	Iteration 36Q: 3 clusters Score -2430388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2430388.000000 Penalty: 4850.019043
	Iteration 37F: 3 clusters Score -2430388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Entering Unmasked Estep 
Score: -2627781.750000 Penalty: 2444.905518
	Iteration 0F: 2 clusters Score -2627782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2614144.000000 Penalty: 4889.811035
	Iteration 0F: 3 clusters Score -2614144 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2618760.250000 Penalty: 4889.811035
	Iteration 1F: 3 clusters Score -2618760 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2619224.250000 Penalty: 4889.811035
	Iteration 2F: 3 clusters Score -2619224 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2619658.750000 Penalty: 4889.811035
	Iteration 3F: 3 clusters Score -2619659 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2620112.750000 Penalty: 4889.811035
	Iteration 4F: 3 clusters Score -2620113 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2620657.500000 Penalty: 4889.811035
	Iteration 5F: 3 clusters Score -2620658 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2621336.000000 Penalty: 4889.811035
	Iteration 6F: 3 clusters Score -2621336 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2622140.250000 Penalty: 4889.811035
	Iteration 7F: 3 clusters Score -2622140 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2622987.250000 Penalty: 4889.811035
	Iteration 8F: 3 clusters Score -2622987 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2623828.500000 Penalty: 4889.811035
	Iteration 9Q: 3 clusters Score -2623828 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2624476.250000 Penalty: 4889.811035
	Iteration 10Q: 3 clusters Score -2624476 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2624799.500000 Penalty: 4889.811035
	Iteration 11Q: 3 clusters Score -2624800 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2624947.250000 Penalty: 4889.811035
	Iteration 12Q: 3 clusters Score -2624947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2625024.750000 Penalty: 4889.811035
	Iteration 13Q: 3 clusters Score -2625025 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2625062.500000 Penalty: 4889.811035
	Iteration 14Q: 3 clusters Score -2625062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2625110.000000 Penalty: 4889.811035
	Iteration 15Q: 3 clusters Score -2625110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2625139.250000 Penalty: 4889.811035
	Iteration 16Q: 3 clusters Score -2625139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2625158.500000 Penalty: 4889.811035
	Iteration 17Q: 3 clusters Score -2625158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2625184.500000 Penalty: 4889.811035
	Iteration 18Q: 3 clusters Score -2625184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2625199.000000 Penalty: 4889.811035
	Iteration 19Q: 3 clusters Score -2625199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2625218.000000 Penalty: 4889.811035
	Iteration 20F: 3 clusters Score -2625218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2625233.500000 Penalty: 4889.811035
	Iteration 21Q: 3 clusters Score -2625234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2625247.750000 Penalty: 4889.811035
	Iteration 22Q: 3 clusters Score -2625248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2625258.000000 Penalty: 4889.811035
	Iteration 23Q: 3 clusters Score -2625258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2625268.250000 Penalty: 4889.811035
	Iteration 24Q: 3 clusters Score -2625268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2625274.250000 Penalty: 4889.811035
	Iteration 25Q: 3 clusters Score -2625274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2625278.000000 Penalty: 4889.811035
	Iteration 26Q: 3 clusters Score -2625278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2625294.250000 Penalty: 4889.811035
	Iteration 27Q: 3 clusters Score -2625294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2625301.250000 Penalty: 4889.811035
	Iteration 28Q: 3 clusters Score -2625301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2625304.500000 Penalty: 4889.811035
	Iteration 29Q: 3 clusters Score -2625304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2625306.250000 Penalty: 4889.811035
	Iteration 30Q: 3 clusters Score -2625306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2625315.500000 Penalty: 4889.811035
	Iteration 31Q: 3 clusters Score -2625316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2625325.000000 Penalty: 4889.811035
	Iteration 32Q: 3 clusters Score -2625325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2625321.000000 Penalty: 4889.811035
	Iteration 33Q: 3 clusters Score -2625321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2625331.250000 Penalty: 4889.811035
	Iteration 34Q: 3 clusters Score -2625331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2625332.750000 Penalty: 4889.811035
	Iteration 35Q: 3 clusters Score -2625333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2625336.000000 Penalty: 4889.811035
	Iteration 36Q: 3 clusters Score -2625336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2625336.250000 Penalty: 4889.811035
	Iteration 37Q: 3 clusters Score -2625336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2625338.750000 Penalty: 4889.811035
	Iteration 38Q: 3 clusters Score -2625339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2625345.000000 Penalty: 4889.811035
	Iteration 39Q: 3 clusters Score -2625345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2625340.000000 Penalty: 4889.811035
	Iteration 40F: 3 clusters Score -2625340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2625346.250000 Penalty: 4889.811035
	Iteration 41Q: 3 clusters Score -2625346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2625346.750000 Penalty: 4889.811035
	Iteration 42Q: 3 clusters Score -2625347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2625346.250000 Penalty: 4889.811035
	Iteration 43Q: 3 clusters Score -2625346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2625347.750000 Penalty: 4889.811035
	Iteration 44Q: 3 clusters Score -2625348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2625348.000000 Penalty: 4889.811035
	Iteration 45Q: 3 clusters Score -2625348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2625345.250000 Penalty: 4889.811035
	Iteration 46Q: 3 clusters Score -2625345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2625347.250000 Penalty: 4889.811035
	Iteration 47Q: 3 clusters Score -2625347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2625348.000000 Penalty: 4889.811035
	Iteration 48Q: 3 clusters Score -2625348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2625350.500000 Penalty: 4889.811035
	Iteration 49Q: 3 clusters Score -2625350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2625352.250000 Penalty: 4889.811035
	Iteration 50Q: 3 clusters Score -2625352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2625353.500000 Penalty: 4889.811035
	Iteration 51Q: 3 clusters Score -2625354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2625356.000000 Penalty: 4889.811035
	Iteration 52Q: 3 clusters Score -2625356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2625365.750000 Penalty: 4889.811035
	Iteration 53Q: 3 clusters Score -2625366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2625358.500000 Penalty: 4889.811035
	Iteration 54Q: 3 clusters Score -2625358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2625361.000000 Penalty: 4889.811035
	Iteration 55Q: 3 clusters Score -2625361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2625359.750000 Penalty: 4889.811035
	Iteration 56Q: 3 clusters Score -2625360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2625364.000000 Penalty: 4889.811035
	Iteration 57Q: 3 clusters Score -2625364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2625366.250000 Penalty: 4889.811035
	Iteration 58Q: 3 clusters Score -2625366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2625369.000000 Penalty: 4889.811035
	Iteration 59Q: 3 clusters Score -2625369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2625370.000000 Penalty: 4889.811035
	Iteration 60F: 3 clusters Score -2625370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2625367.250000 Penalty: 4889.811035
	Iteration 61Q: 3 clusters Score -2625367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2625364.000000 Penalty: 4889.811035
	Iteration 62Q: 3 clusters Score -2625364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2625365.000000 Penalty: 4889.811035
	Iteration 63Q: 3 clusters Score -2625365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2625365.000000 Penalty: 4889.811035
	Iteration 64F: 3 clusters Score -2625365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Entering Unmasked Estep 
Score: -5488171.000000 Penalty: 2632.456787
	Iteration 0F: 2 clusters Score -5488171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5460739.500000 Penalty: 5264.913574
	Iteration 0F: 3 clusters Score -5460740 nChanged 18614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5470653.000000 Penalty: 5264.913574
	Iteration 1F: 3 clusters Score -5470653 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5471097.000000 Penalty: 5264.913574
	Iteration 2Q: 3 clusters Score -5471097 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5471423.500000 Penalty: 5264.913574
	Iteration 3Q: 3 clusters Score -5471424 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5471714.500000 Penalty: 5264.913574
	Iteration 4Q: 3 clusters Score -5471714 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5471962.000000 Penalty: 5264.913574
	Iteration 5Q: 3 clusters Score -5471962 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5472245.000000 Penalty: 5264.913574
	Iteration 6Q: 3 clusters Score -5472245 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5472516.000000 Penalty: 5264.913574
	Iteration 7Q: 3 clusters Score -5472516 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5472820.500000 Penalty: 5264.913574
	Iteration 8Q: 3 clusters Score -5472820 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -5473132.000000 Penalty: 5264.913574
	Iteration 9Q: 3 clusters Score -5473132 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5473635.500000 Penalty: 5264.913574
	Iteration 10Q: 3 clusters Score -5473636 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5474115.000000 Penalty: 5264.913574
	Iteration 11Q: 3 clusters Score -5474115 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -5474668.500000 Penalty: 5264.913574
	Iteration 12Q: 3 clusters Score -5474668 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5475375.500000 Penalty: 5264.913574
	Iteration 13Q: 3 clusters Score -5475376 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -5476182.500000 Penalty: 5264.913574
	Iteration 14Q: 3 clusters Score -5476182 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5477044.000000 Penalty: 5264.913574
	Iteration 15Q: 3 clusters Score -5477044 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5477859.500000 Penalty: 5264.913574
	Iteration 16Q: 3 clusters Score -5477860 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5478587.500000 Penalty: 5264.913574
	Iteration 17Q: 3 clusters Score -5478588 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5479251.500000 Penalty: 5264.913574
	Iteration 18Q: 3 clusters Score -5479252 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5479795.500000 Penalty: 5264.913574
	Iteration 19Q: 3 clusters Score -5479796 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5480337.500000 Penalty: 5264.913574
	Iteration 20F: 3 clusters Score -5480338 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5480964.000000 Penalty: 5264.913574
	Iteration 21Q: 3 clusters Score -5480964 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -5481653.000000 Penalty: 5264.913574
	Iteration 22Q: 3 clusters Score -5481653 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5482770.500000 Penalty: 5264.913574
	Iteration 23Q: 3 clusters Score -5482770 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5484320.500000 Penalty: 5264.913574
	Iteration 24Q: 3 clusters Score -5484320 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5485093.500000 Penalty: 5264.913574
	Iteration 25Q: 3 clusters Score -5485094 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5485361.000000 Penalty: 5264.913574
	Iteration 26Q: 3 clusters Score -5485361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5485479.500000 Penalty: 5264.913574
	Iteration 27Q: 3 clusters Score -5485480 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5485547.500000 Penalty: 5264.913574
	Iteration 28Q: 3 clusters Score -5485548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5485601.500000 Penalty: 5264.913574
	Iteration 29Q: 3 clusters Score -5485602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5485654.000000 Penalty: 5264.913574
	Iteration 30Q: 3 clusters Score -5485654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5485708.500000 Penalty: 5264.913574
	Iteration 31Q: 3 clusters Score -5485708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5485749.000000 Penalty: 5264.913574
	Iteration 32Q: 3 clusters Score -5485749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5485767.500000 Penalty: 5264.913574
	Iteration 33Q: 3 clusters Score -5485768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5485796.500000 Penalty: 5264.913574
	Iteration 34Q: 3 clusters Score -5485796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5485819.500000 Penalty: 5264.913574
	Iteration 35Q: 3 clusters Score -5485820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5485811.500000 Penalty: 5264.913574
	Iteration 36Q: 3 clusters Score -5485812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5485823.500000 Penalty: 5264.913574
	Iteration 37Q: 3 clusters Score -5485824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5485833.500000 Penalty: 5264.913574
	Iteration 38Q: 3 clusters Score -5485834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5485832.000000 Penalty: 5264.913574
	Iteration 39Q: 3 clusters Score -5485832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5485854.000000 Penalty: 5264.913574
	Iteration 40F: 3 clusters Score -5485854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5485858.500000 Penalty: 5264.913574
	Iteration 41Q: 3 clusters Score -5485858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5485866.000000 Penalty: 5264.913574
	Iteration 42Q: 3 clusters Score -5485866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5485874.000000 Penalty: 5264.913574
	Iteration 43Q: 3 clusters Score -5485874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5485893.000000 Penalty: 5264.913574
	Iteration 44Q: 3 clusters Score -5485893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5485905.500000 Penalty: 5264.913574
	Iteration 45Q: 3 clusters Score -5485906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5485911.500000 Penalty: 5264.913574
	Iteration 46Q: 3 clusters Score -5485912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5485915.500000 Penalty: 5264.913574
	Iteration 47Q: 3 clusters Score -5485916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5485913.500000 Penalty: 5264.913574
	Iteration 48Q: 3 clusters Score -5485914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5485904.000000 Penalty: 5264.913574
	Iteration 49Q: 3 clusters Score -5485904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5485912.000000 Penalty: 5264.913574
	Iteration 50Q: 3 clusters Score -5485912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5485907.500000 Penalty: 5264.913574
	Iteration 51Q: 3 clusters Score -5485908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5485918.500000 Penalty: 5264.913574
	Iteration 52Q: 3 clusters Score -5485918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5485923.000000 Penalty: 5264.913574
	Iteration 53Q: 3 clusters Score -5485923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5485926.000000 Penalty: 5264.913574
	Iteration 54Q: 3 clusters Score -5485926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5485934.500000 Penalty: 5264.913574
	Iteration 55Q: 3 clusters Score -5485934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5485933.000000 Penalty: 5264.913574
	Iteration 56Q: 3 clusters Score -5485933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5485941.500000 Penalty: 5264.913574
	Iteration 57Q: 3 clusters Score -5485942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5485940.000000 Penalty: 5264.913574
	Iteration 58Q: 3 clusters Score -5485940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5485939.000000 Penalty: 5264.913574
	Iteration 59Q: 3 clusters Score -5485939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5485936.000000 Penalty: 5264.913574
	Iteration 60F: 3 clusters Score -5485936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5485939.500000 Penalty: 5264.913574
	Iteration 61Q: 3 clusters Score -5485940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5485945.000000 Penalty: 5264.913574
	Iteration 62Q: 3 clusters Score -5485945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5485942.000000 Penalty: 5264.913574
	Iteration 63Q: 3 clusters Score -5485942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5485941.500000 Penalty: 5264.913574
	Iteration 64Q: 3 clusters Score -5485942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5485944.000000 Penalty: 5264.913574
	Iteration 65Q: 3 clusters Score -5485944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5485940.500000 Penalty: 5264.913574
	Iteration 66Q: 3 clusters Score -5485940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5485942.000000 Penalty: 5264.913574
	Iteration 67Q: 3 clusters Score -5485942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5485944.500000 Penalty: 5264.913574
	Iteration 68Q: 3 clusters Score -5485944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5485945.500000 Penalty: 5264.913574
	Iteration 69Q: 3 clusters Score -5485946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5485945.500000 Penalty: 5264.913574
	Iteration 70F: 3 clusters Score -5485946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -1911133.625000 Penalty: 2364.436035
	Iteration 0F: 2 clusters Score -1911134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1901054.125000 Penalty: 4728.872070
	Iteration 0F: 3 clusters Score -1901054 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1904156.625000 Penalty: 4728.872070
	Iteration 1F: 3 clusters Score -1904157 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1904595.875000 Penalty: 4728.872070
	Iteration 2F: 3 clusters Score -1904596 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1904996.250000 Penalty: 4728.872070
	Iteration 3F: 3 clusters Score -1904996 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1905391.250000 Penalty: 4728.872070
	Iteration 4F: 3 clusters Score -1905391 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1905889.000000 Penalty: 4728.872070
	Iteration 5F: 3 clusters Score -1905889 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1906500.750000 Penalty: 4728.872070
	Iteration 6F: 3 clusters Score -1906501 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1907123.375000 Penalty: 4728.872070
	Iteration 7F: 3 clusters Score -1907123 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1907684.125000 Penalty: 4728.872070
	Iteration 8F: 3 clusters Score -1907684 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1908187.125000 Penalty: 4728.872070
	Iteration 9Q: 3 clusters Score -1908187 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1908556.750000 Penalty: 4728.872070
	Iteration 10Q: 3 clusters Score -1908557 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1908830.000000 Penalty: 4728.872070
	Iteration 11Q: 3 clusters Score -1908830 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1908970.500000 Penalty: 4728.872070
	Iteration 12Q: 3 clusters Score -1908970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1909048.750000 Penalty: 4728.872070
	Iteration 13Q: 3 clusters Score -1909049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1909085.500000 Penalty: 4728.872070
	Iteration 14Q: 3 clusters Score -1909086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1909103.000000 Penalty: 4728.872070
	Iteration 15Q: 3 clusters Score -1909103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1909125.125000 Penalty: 4728.872070
	Iteration 16Q: 3 clusters Score -1909125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1909133.875000 Penalty: 4728.872070
	Iteration 17Q: 3 clusters Score -1909134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1909148.125000 Penalty: 4728.872070
	Iteration 18Q: 3 clusters Score -1909148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1909157.000000 Penalty: 4728.872070
	Iteration 19Q: 3 clusters Score -1909157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1909162.375000 Penalty: 4728.872070
	Iteration 20F: 3 clusters Score -1909162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1909178.000000 Penalty: 4728.872070
	Iteration 21Q: 3 clusters Score -1909178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1909190.750000 Penalty: 4728.872070
	Iteration 22Q: 3 clusters Score -1909191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1909200.375000 Penalty: 4728.872070
	Iteration 23Q: 3 clusters Score -1909200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1909213.375000 Penalty: 4728.872070
	Iteration 24Q: 3 clusters Score -1909213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1909229.250000 Penalty: 4728.872070
	Iteration 25Q: 3 clusters Score -1909229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1909249.125000 Penalty: 4728.872070
	Iteration 26Q: 3 clusters Score -1909249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1909262.875000 Penalty: 4728.872070
	Iteration 27Q: 3 clusters Score -1909263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1909282.375000 Penalty: 4728.872070
	Iteration 28Q: 3 clusters Score -1909282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1909300.750000 Penalty: 4728.872070
	Iteration 29Q: 3 clusters Score -1909301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1909322.250000 Penalty: 4728.872070
	Iteration 30Q: 3 clusters Score -1909322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1909350.750000 Penalty: 4728.872070
	Iteration 31Q: 3 clusters Score -1909351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1909369.000000 Penalty: 4728.872070
	Iteration 32Q: 3 clusters Score -1909369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1909384.500000 Penalty: 4728.872070
	Iteration 33Q: 3 clusters Score -1909384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1909398.000000 Penalty: 4728.872070
	Iteration 34Q: 3 clusters Score -1909398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1909397.750000 Penalty: 4728.872070
	Iteration 35Q: 3 clusters Score -1909398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1909407.625000 Penalty: 4728.872070
	Iteration 36Q: 3 clusters Score -1909408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1909413.125000 Penalty: 4728.872070
	Iteration 37Q: 3 clusters Score -1909413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1909419.500000 Penalty: 4728.872070
	Iteration 38Q: 3 clusters Score -1909420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1909419.750000 Penalty: 4728.872070
	Iteration 39Q: 3 clusters Score -1909420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1909421.125000 Penalty: 4728.872070
	Iteration 40F: 3 clusters Score -1909421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1909421.625000 Penalty: 4728.872070
	Iteration 41Q: 3 clusters Score -1909422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1909424.125000 Penalty: 4728.872070
	Iteration 42Q: 3 clusters Score -1909424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1909425.000000 Penalty: 4728.872070
	Iteration 43Q: 3 clusters Score -1909425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1909427.000000 Penalty: 4728.872070
	Iteration 44Q: 3 clusters Score -1909427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1909428.625000 Penalty: 4728.872070
	Iteration 45Q: 3 clusters Score -1909429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1909428.625000 Penalty: 4728.872070
	Iteration 46F: 3 clusters Score -1909429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -746125.437500 Penalty: 2142.968750
	Iteration 0F: 2 clusters Score -746125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -741260.937500 Penalty: 4285.937500
	Iteration 0F: 3 clusters Score -741260.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -742539.125000 Penalty: 4285.937500
	Iteration 1F: 3 clusters Score -742539.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -742896.250000 Penalty: 4285.937500
	Iteration 2F: 3 clusters Score -742896.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -743166.000000 Penalty: 4285.937500
	Iteration 3F: 3 clusters Score -743166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -743419.375000 Penalty: 4285.937500
	Iteration 4F: 3 clusters Score -743419.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -743680.875000 Penalty: 4285.937500
	Iteration 5F: 3 clusters Score -743680.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -743947.312500 Penalty: 4285.937500
	Iteration 6F: 3 clusters Score -743947.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -744228.250000 Penalty: 4285.937500
	Iteration 7Q: 3 clusters Score -744228.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -744476.687500 Penalty: 4285.937500
	Iteration 8Q: 3 clusters Score -744476.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -744679.375000 Penalty: 4285.937500
	Iteration 9Q: 3 clusters Score -744679.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -744818.500000 Penalty: 4285.937500
	Iteration 10Q: 3 clusters Score -744818.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -744915.875000 Penalty: 4285.937500
	Iteration 11Q: 3 clusters Score -744915.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -744961.312500 Penalty: 4285.937500
	Iteration 12Q: 3 clusters Score -744961.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -744989.687500 Penalty: 4285.937500
	Iteration 13Q: 3 clusters Score -744989.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -745010.937500 Penalty: 4285.937500
	Iteration 14Q: 3 clusters Score -745010.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -745032.750000 Penalty: 4285.937500
	Iteration 15Q: 3 clusters Score -745032.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -745044.500000 Penalty: 4285.937500
	Iteration 16Q: 3 clusters Score -745044.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -745054.062500 Penalty: 4285.937500
	Iteration 17Q: 3 clusters Score -745054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -745059.125000 Penalty: 4285.937500
	Iteration 18Q: 3 clusters Score -745059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -745062.125000 Penalty: 4285.937500
	Iteration 19Q: 3 clusters Score -745062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -745067.812500 Penalty: 4285.937500
	Iteration 20F: 3 clusters Score -745067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -745069.125000 Penalty: 4285.937500
	Iteration 21Q: 3 clusters Score -745069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -745073.812500 Penalty: 4285.937500
	Iteration 22Q: 3 clusters Score -745073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -745076.000000 Penalty: 4285.937500
	Iteration 23Q: 3 clusters Score -745076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -745080.500000 Penalty: 4285.937500
	Iteration 24Q: 3 clusters Score -745080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -745080.625000 Penalty: 4285.937500
	Iteration 25Q: 3 clusters Score -745080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -745080.687500 Penalty: 4285.937500
	Iteration 26Q: 3 clusters Score -745080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -745083.500000 Penalty: 4285.937500
	Iteration 27Q: 3 clusters Score -745083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -745083.000000 Penalty: 4285.937500
	Iteration 28Q: 3 clusters Score -745083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -745086.250000 Penalty: 4285.937500
	Iteration 29Q: 3 clusters Score -745086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -745086.250000 Penalty: 4285.937500
	Iteration 30F: 3 clusters Score -745086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -708117.875000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -708117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -703353.312500 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -703353.3 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -704539.375000 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -704539.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -704836.437500 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -704836.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -705082.312500 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -705082.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -705361.937500 Penalty: 4256.042969
	Iteration 4F: 3 clusters Score -705361.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -705669.125000 Penalty: 4256.042969
	Iteration 5F: 3 clusters Score -705669.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -705937.750000 Penalty: 4256.042969
	Iteration 6F: 3 clusters Score -705937.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -706119.875000 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -706119.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -706279.062500 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -706279.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -706426.875000 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -706426.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -706549.500000 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -706549.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -706652.625000 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -706652.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -706740.187500 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -706740.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -706800.375000 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -706800.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -706839.687500 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -706839.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -706866.875000 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -706866.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -706883.187500 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -706883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -706893.875000 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -706893.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -706902.812500 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -706902.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -706909.562500 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -706909.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -706919.437500 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -706919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -706924.812500 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -706924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -706926.875000 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -706926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -706926.875000 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -706926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -706927.937500 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -706927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -706929.250000 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -706929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -706930.187500 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -706930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -706931.312500 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -706931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -706933.375000 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -706933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -706933.437500 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -706933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -706933.812500 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -706933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -706935.562500 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -706935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -706938.500000 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -706938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -706940.250000 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -706940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -706939.500000 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -706939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -706939.437500 Penalty: 4256.042969
	Iteration 35Q: 3 clusters Score -706939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -706942.187500 Penalty: 4256.042969
	Iteration 36Q: 3 clusters Score -706942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -706941.062500 Penalty: 4256.042969
	Iteration 37Q: 3 clusters Score -706941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -706941.062500 Penalty: 4256.042969
	Iteration 38F: 3 clusters Score -706941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -370757.968750 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -370758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -367918.062500 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -367918.1 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372086.593750 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -372086.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -374649.687500 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -374649.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -376147.031250 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -376147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -376788.593750 Penalty: 4001.461670
	Iteration 4Q: 3 clusters Score -376788.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -377295.343750 Penalty: 4001.461670
	Iteration 5Q: 3 clusters Score -377295.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -377607.468750 Penalty: 4001.461670
	Iteration 6Q: 3 clusters Score -377607.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -377796.375000 Penalty: 4001.461670
	Iteration 7Q: 3 clusters Score -377796.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -378029.375000 Penalty: 4001.461670
	Iteration 8Q: 3 clusters Score -378029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -378149.812500 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -378149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -378156.937500 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -378156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -378168.468750 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -378168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -378183.031250 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -378183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -378208.781250 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -378208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -378222.312500 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -378222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -378226.156250 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -378226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -378226.156250 Penalty: 4001.461670
	Iteration 16F: 3 clusters Score -378226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 205831 members 
Mstep: Class 5 contains 65528 members 
Mstep: Class 6 contains 135528 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 74236 members 
Mstep: Class 12 contains 143079 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 68188 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 815 members 
Entering Unmasked Estep 
Score: -134086016.000000 Penalty: 89148.804688
Splitting cluster 20 changes total score from -134072360.000000 to -134086016.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -293408.750000 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -293408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -290576.062500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -290576.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291117.875000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -291117.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -291295.531250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -291295.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291461.250000 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -291461.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -291615.187500 Penalty: 3842.593750
	Iteration 4F: 3 clusters Score -291615.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -291717.562500 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -291717.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291823.468750 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -291823.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -291907.843750 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -291907.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -291973.281250 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -291973.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -292029.843750 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -292029.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -292071.093750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -292071.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -292103.781250 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -292103.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -292138.687500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -292138.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -292172.562500 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -292172.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -292193.718750 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -292193.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -292209.156250 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -292209.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -292228.187500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -292228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -292238.531250 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -292238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -292244.281250 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -292244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -292249.562500 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -292249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -292252.656250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -292252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -292256.343750 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -292256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -292261.062500 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -292261.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -292269.187500 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -292269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -292273.656250 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -292273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -292276.875000 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -292276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -292279.187500 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -292279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -292280.093750 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -292280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -292280.593750 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -292280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -292280.593750 Penalty: 3842.593750
	Iteration 29F: 3 clusters Score -292280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Entering Unmasked Estep 
Score: -1371194.500000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -1371194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1363007.875000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -1363008 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1366302.250000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -1366302 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1367169.375000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -1367169 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1367764.500000 Penalty: 4615.557129
	Iteration 3F: 3 clusters Score -1367764 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1368203.250000 Penalty: 4615.557129
	Iteration 4F: 3 clusters Score -1368203 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1368581.375000 Penalty: 4615.557129
	Iteration 5F: 3 clusters Score -1368581 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1368913.125000 Penalty: 4615.557129
	Iteration 6Q: 3 clusters Score -1368913 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1369208.500000 Penalty: 4615.557129
	Iteration 7Q: 3 clusters Score -1369208 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1369435.875000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -1369436 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1369590.625000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -1369591 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1369712.625000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -1369713 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1369811.500000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -1369812 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1369879.500000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -1369880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1369929.500000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -1369930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1369965.000000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -1369965 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1369991.625000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -1369992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1370011.500000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -1370012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1370041.750000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -1370042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1370062.750000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -1370063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1370081.375000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -1370081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1370124.125000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -1370124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1370158.375000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -1370158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1370172.500000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -1370172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1370196.125000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -1370196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1370212.750000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -1370213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1370232.500000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -1370232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1370240.625000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -1370241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1370255.750000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -1370256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1370268.875000 Penalty: 4615.557129
	Iteration 28Q: 3 clusters Score -1370269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1370279.500000 Penalty: 4615.557129
	Iteration 29Q: 3 clusters Score -1370280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1370289.375000 Penalty: 4615.557129
	Iteration 30Q: 3 clusters Score -1370289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1370307.625000 Penalty: 4615.557129
	Iteration 31Q: 3 clusters Score -1370308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1370316.000000 Penalty: 4615.557129
	Iteration 32Q: 3 clusters Score -1370316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1370325.000000 Penalty: 4615.557129
	Iteration 33Q: 3 clusters Score -1370325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1370332.500000 Penalty: 4615.557129
	Iteration 34Q: 3 clusters Score -1370332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1370337.500000 Penalty: 4615.557129
	Iteration 35Q: 3 clusters Score -1370338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1370345.625000 Penalty: 4615.557129
	Iteration 36Q: 3 clusters Score -1370346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1370354.500000 Penalty: 4615.557129
	Iteration 37Q: 3 clusters Score -1370354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1370355.000000 Penalty: 4615.557129
	Iteration 38Q: 3 clusters Score -1370355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1370362.250000 Penalty: 4615.557129
	Iteration 39Q: 3 clusters Score -1370362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1370370.500000 Penalty: 4615.557129
	Iteration 40F: 3 clusters Score -1370370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1370376.375000 Penalty: 4615.557129
	Iteration 41Q: 3 clusters Score -1370376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1370386.000000 Penalty: 4615.557129
	Iteration 42Q: 3 clusters Score -1370386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1370394.500000 Penalty: 4615.557129
	Iteration 43Q: 3 clusters Score -1370394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1370404.500000 Penalty: 4615.557129
	Iteration 44Q: 3 clusters Score -1370404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1370415.125000 Penalty: 4615.557129
	Iteration 45Q: 3 clusters Score -1370415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1370429.250000 Penalty: 4615.557129
	Iteration 46Q: 3 clusters Score -1370429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1370442.125000 Penalty: 4615.557129
	Iteration 47Q: 3 clusters Score -1370442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1370451.000000 Penalty: 4615.557129
	Iteration 48Q: 3 clusters Score -1370451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1370465.875000 Penalty: 4615.557129
	Iteration 49Q: 3 clusters Score -1370466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1370474.875000 Penalty: 4615.557129
	Iteration 50Q: 3 clusters Score -1370475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1370480.250000 Penalty: 4615.557129
	Iteration 51Q: 3 clusters Score -1370480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1370486.875000 Penalty: 4615.557129
	Iteration 52Q: 3 clusters Score -1370487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1370492.750000 Penalty: 4615.557129
	Iteration 53Q: 3 clusters Score -1370493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1370500.750000 Penalty: 4615.557129
	Iteration 54Q: 3 clusters Score -1370501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1370507.000000 Penalty: 4615.557129
	Iteration 55Q: 3 clusters Score -1370507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1370527.000000 Penalty: 4615.557129
	Iteration 56Q: 3 clusters Score -1370527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1370535.125000 Penalty: 4615.557129
	Iteration 57Q: 3 clusters Score -1370535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1370549.250000 Penalty: 4615.557129
	Iteration 58Q: 3 clusters Score -1370549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1370571.250000 Penalty: 4615.557129
	Iteration 59Q: 3 clusters Score -1370571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1370592.500000 Penalty: 4615.557129
	Iteration 60F: 3 clusters Score -1370592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1370611.250000 Penalty: 4615.557129
	Iteration 61Q: 3 clusters Score -1370611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1370626.250000 Penalty: 4615.557129
	Iteration 62Q: 3 clusters Score -1370626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1370649.000000 Penalty: 4615.557129
	Iteration 63Q: 3 clusters Score -1370649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1370679.750000 Penalty: 4615.557129
	Iteration 64Q: 3 clusters Score -1370680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1370711.625000 Penalty: 4615.557129
	Iteration 65Q: 3 clusters Score -1370712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1370741.375000 Penalty: 4615.557129
	Iteration 66Q: 3 clusters Score -1370741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1370772.500000 Penalty: 4615.557129
	Iteration 67Q: 3 clusters Score -1370772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1370796.125000 Penalty: 4615.557129
	Iteration 68Q: 3 clusters Score -1370796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1370823.000000 Penalty: 4615.557129
	Iteration 69Q: 3 clusters Score -1370823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1370844.375000 Penalty: 4615.557129
	Iteration 70Q: 3 clusters Score -1370844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1370870.375000 Penalty: 4615.557129
	Iteration 71Q: 3 clusters Score -1370870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1370886.500000 Penalty: 4615.557129
	Iteration 72Q: 3 clusters Score -1370886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1370906.875000 Penalty: 4615.557129
	Iteration 73Q: 3 clusters Score -1370907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1370921.500000 Penalty: 4615.557129
	Iteration 74Q: 3 clusters Score -1370922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1370934.000000 Penalty: 4615.557129
	Iteration 75Q: 3 clusters Score -1370934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1370948.000000 Penalty: 4615.557129
	Iteration 76Q: 3 clusters Score -1370948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1370967.125000 Penalty: 4615.557129
	Iteration 77Q: 3 clusters Score -1370967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1370971.750000 Penalty: 4615.557129
	Iteration 78Q: 3 clusters Score -1370972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1370984.000000 Penalty: 4615.557129
	Iteration 79Q: 3 clusters Score -1370984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1370991.625000 Penalty: 4615.557129
	Iteration 80F: 3 clusters Score -1370992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1370999.500000 Penalty: 4615.557129
	Iteration 81Q: 3 clusters Score -1371000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1371011.375000 Penalty: 4615.557129
	Iteration 82Q: 3 clusters Score -1371011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1371025.250000 Penalty: 4615.557129
	Iteration 83Q: 3 clusters Score -1371025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1371034.500000 Penalty: 4615.557129
	Iteration 84Q: 3 clusters Score -1371034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1371045.875000 Penalty: 4615.557129
	Iteration 85Q: 3 clusters Score -1371046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1371054.000000 Penalty: 4615.557129
	Iteration 86Q: 3 clusters Score -1371054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1371065.250000 Penalty: 4615.557129
	Iteration 87Q: 3 clusters Score -1371065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1371076.250000 Penalty: 4615.557129
	Iteration 88Q: 3 clusters Score -1371076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1371080.375000 Penalty: 4615.557129
	Iteration 89Q: 3 clusters Score -1371080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1371085.000000 Penalty: 4615.557129
	Iteration 90Q: 3 clusters Score -1371085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1371088.375000 Penalty: 4615.557129
	Iteration 91Q: 3 clusters Score -1371088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1371093.000000 Penalty: 4615.557129
	Iteration 92Q: 3 clusters Score -1371093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1371098.500000 Penalty: 4615.557129
	Iteration 93Q: 3 clusters Score -1371098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1371100.375000 Penalty: 4615.557129
	Iteration 94Q: 3 clusters Score -1371100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1371103.750000 Penalty: 4615.557129
	Iteration 95Q: 3 clusters Score -1371104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1371105.000000 Penalty: 4615.557129
	Iteration 96Q: 3 clusters Score -1371105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1371108.125000 Penalty: 4615.557129
	Iteration 97Q: 3 clusters Score -1371108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1371112.875000 Penalty: 4615.557129
	Iteration 98Q: 3 clusters Score -1371113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1371114.875000 Penalty: 4615.557129
	Iteration 99Q: 3 clusters Score -1371115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1371113.125000 Penalty: 4615.557129
	Iteration 100F: 3 clusters Score -1371113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1371115.750000 Penalty: 4615.557129
	Iteration 101Q: 3 clusters Score -1371116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1371113.875000 Penalty: 4615.557129
	Iteration 102Q: 3 clusters Score -1371114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1371118.625000 Penalty: 4615.557129
	Iteration 103Q: 3 clusters Score -1371119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1371116.875000 Penalty: 4615.557129
	Iteration 104Q: 3 clusters Score -1371117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1371119.000000 Penalty: 4615.557129
	Iteration 105Q: 3 clusters Score -1371119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1371118.125000 Penalty: 4615.557129
	Iteration 106Q: 3 clusters Score -1371118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1371121.125000 Penalty: 4615.557129
	Iteration 107Q: 3 clusters Score -1371121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1371122.875000 Penalty: 4615.557129
	Iteration 108Q: 3 clusters Score -1371123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1371122.250000 Penalty: 4615.557129
	Iteration 109Q: 3 clusters Score -1371122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1371126.500000 Penalty: 4615.557129
	Iteration 110Q: 3 clusters Score -1371126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1371125.875000 Penalty: 4615.557129
	Iteration 111Q: 3 clusters Score -1371126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1371125.250000 Penalty: 4615.557129
	Iteration 112Q: 3 clusters Score -1371125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1371126.875000 Penalty: 4615.557129
	Iteration 113Q: 3 clusters Score -1371127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1371126.875000 Penalty: 4615.557129
	Iteration 114F: 3 clusters Score -1371127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Entering Unmasked Estep 
Score: -3579323.250000 Penalty: 2541.406982
	Iteration 0F: 2 clusters Score -3579323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3560023.750000 Penalty: 5082.813965
	Iteration 0F: 3 clusters Score -3560024 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3566940.750000 Penalty: 5082.813965
	Iteration 1F: 3 clusters Score -3566941 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3567570.000000 Penalty: 5082.813965
	Iteration 2F: 3 clusters Score -3567570 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3568156.500000 Penalty: 5082.813965
	Iteration 3F: 3 clusters Score -3568156 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3568658.750000 Penalty: 5082.813965
	Iteration 4Q: 3 clusters Score -3568659 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3569145.250000 Penalty: 5082.813965
	Iteration 5Q: 3 clusters Score -3569145 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3569562.500000 Penalty: 5082.813965
	Iteration 6Q: 3 clusters Score -3569562 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3569900.500000 Penalty: 5082.813965
	Iteration 7Q: 3 clusters Score -3569900 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3570232.000000 Penalty: 5082.813965
	Iteration 8Q: 3 clusters Score -3570232 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3570506.500000 Penalty: 5082.813965
	Iteration 9Q: 3 clusters Score -3570506 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3570804.250000 Penalty: 5082.813965
	Iteration 10Q: 3 clusters Score -3570804 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3571045.000000 Penalty: 5082.813965
	Iteration 11Q: 3 clusters Score -3571045 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3571278.750000 Penalty: 5082.813965
	Iteration 12Q: 3 clusters Score -3571279 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3571492.000000 Penalty: 5082.813965
	Iteration 13Q: 3 clusters Score -3571492 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3571704.750000 Penalty: 5082.813965
	Iteration 14Q: 3 clusters Score -3571705 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3571909.500000 Penalty: 5082.813965
	Iteration 15Q: 3 clusters Score -3571910 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3572179.250000 Penalty: 5082.813965
	Iteration 16Q: 3 clusters Score -3572179 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3572424.000000 Penalty: 5082.813965
	Iteration 17Q: 3 clusters Score -3572424 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3572694.500000 Penalty: 5082.813965
	Iteration 18Q: 3 clusters Score -3572694 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3572939.500000 Penalty: 5082.813965
	Iteration 19Q: 3 clusters Score -3572940 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3573160.250000 Penalty: 5082.813965
	Iteration 20F: 3 clusters Score -3573160 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3573336.250000 Penalty: 5082.813965
	Iteration 21Q: 3 clusters Score -3573336 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3573458.000000 Penalty: 5082.813965
	Iteration 22Q: 3 clusters Score -3573458 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3573549.000000 Penalty: 5082.813965
	Iteration 23Q: 3 clusters Score -3573549 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3573599.750000 Penalty: 5082.813965
	Iteration 24Q: 3 clusters Score -3573600 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3573682.750000 Penalty: 5082.813965
	Iteration 25Q: 3 clusters Score -3573683 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3573741.750000 Penalty: 5082.813965
	Iteration 26Q: 3 clusters Score -3573742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3573798.750000 Penalty: 5082.813965
	Iteration 27Q: 3 clusters Score -3573799 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3573857.250000 Penalty: 5082.813965
	Iteration 28Q: 3 clusters Score -3573857 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3573899.250000 Penalty: 5082.813965
	Iteration 29Q: 3 clusters Score -3573899 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3573969.250000 Penalty: 5082.813965
	Iteration 30Q: 3 clusters Score -3573969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3574014.000000 Penalty: 5082.813965
	Iteration 31Q: 3 clusters Score -3574014 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3574076.000000 Penalty: 5082.813965
	Iteration 32Q: 3 clusters Score -3574076 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3574131.500000 Penalty: 5082.813965
	Iteration 33Q: 3 clusters Score -3574132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3574200.000000 Penalty: 5082.813965
	Iteration 34Q: 3 clusters Score -3574200 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3574249.250000 Penalty: 5082.813965
	Iteration 35Q: 3 clusters Score -3574249 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3574334.750000 Penalty: 5082.813965
	Iteration 36Q: 3 clusters Score -3574335 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3574395.000000 Penalty: 5082.813965
	Iteration 37Q: 3 clusters Score -3574395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3574452.000000 Penalty: 5082.813965
	Iteration 38Q: 3 clusters Score -3574452 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3574516.500000 Penalty: 5082.813965
	Iteration 39Q: 3 clusters Score -3574516 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3574574.750000 Penalty: 5082.813965
	Iteration 40F: 3 clusters Score -3574575 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3574616.000000 Penalty: 5082.813965
	Iteration 41Q: 3 clusters Score -3574616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3574648.000000 Penalty: 5082.813965
	Iteration 42Q: 3 clusters Score -3574648 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3574711.250000 Penalty: 5082.813965
	Iteration 43Q: 3 clusters Score -3574711 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3574765.250000 Penalty: 5082.813965
	Iteration 44Q: 3 clusters Score -3574765 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3574803.250000 Penalty: 5082.813965
	Iteration 45Q: 3 clusters Score -3574803 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3574864.000000 Penalty: 5082.813965
	Iteration 46Q: 3 clusters Score -3574864 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3574907.750000 Penalty: 5082.813965
	Iteration 47Q: 3 clusters Score -3574908 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3574967.000000 Penalty: 5082.813965
	Iteration 48Q: 3 clusters Score -3574967 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3575025.250000 Penalty: 5082.813965
	Iteration 49Q: 3 clusters Score -3575025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3575080.750000 Penalty: 5082.813965
	Iteration 50Q: 3 clusters Score -3575081 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3575137.500000 Penalty: 5082.813965
	Iteration 51Q: 3 clusters Score -3575138 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3575208.750000 Penalty: 5082.813965
	Iteration 52Q: 3 clusters Score -3575209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3575259.000000 Penalty: 5082.813965
	Iteration 53Q: 3 clusters Score -3575259 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3575322.500000 Penalty: 5082.813965
	Iteration 54Q: 3 clusters Score -3575322 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3575367.250000 Penalty: 5082.813965
	Iteration 55Q: 3 clusters Score -3575367 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3575464.000000 Penalty: 5082.813965
	Iteration 56Q: 3 clusters Score -3575464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3575548.250000 Penalty: 5082.813965
	Iteration 57Q: 3 clusters Score -3575548 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3575624.000000 Penalty: 5082.813965
	Iteration 58Q: 3 clusters Score -3575624 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3575751.750000 Penalty: 5082.813965
	Iteration 59Q: 3 clusters Score -3575752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3575851.000000 Penalty: 5082.813965
	Iteration 60F: 3 clusters Score -3575851 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3575972.000000 Penalty: 5082.813965
	Iteration 61Q: 3 clusters Score -3575972 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3576088.500000 Penalty: 5082.813965
	Iteration 62Q: 3 clusters Score -3576088 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3576196.500000 Penalty: 5082.813965
	Iteration 63Q: 3 clusters Score -3576196 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3576298.000000 Penalty: 5082.813965
	Iteration 64Q: 3 clusters Score -3576298 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3576412.500000 Penalty: 5082.813965
	Iteration 65Q: 3 clusters Score -3576412 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3576543.000000 Penalty: 5082.813965
	Iteration 66Q: 3 clusters Score -3576543 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3576719.500000 Penalty: 5082.813965
	Iteration 67Q: 3 clusters Score -3576720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3576873.250000 Penalty: 5082.813965
	Iteration 68Q: 3 clusters Score -3576873 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3577028.750000 Penalty: 5082.813965
	Iteration 69Q: 3 clusters Score -3577029 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3577186.000000 Penalty: 5082.813965
	Iteration 70Q: 3 clusters Score -3577186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3577295.000000 Penalty: 5082.813965
	Iteration 71Q: 3 clusters Score -3577295 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3577392.000000 Penalty: 5082.813965
	Iteration 72Q: 3 clusters Score -3577392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3577478.000000 Penalty: 5082.813965
	Iteration 73Q: 3 clusters Score -3577478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3577540.500000 Penalty: 5082.813965
	Iteration 74Q: 3 clusters Score -3577540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3577582.250000 Penalty: 5082.813965
	Iteration 75Q: 3 clusters Score -3577582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3577616.750000 Penalty: 5082.813965
	Iteration 76Q: 3 clusters Score -3577617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3577643.750000 Penalty: 5082.813965
	Iteration 77Q: 3 clusters Score -3577644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3577662.250000 Penalty: 5082.813965
	Iteration 78Q: 3 clusters Score -3577662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3577678.000000 Penalty: 5082.813965
	Iteration 79Q: 3 clusters Score -3577678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3577680.750000 Penalty: 5082.813965
	Iteration 80F: 3 clusters Score -3577681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3577696.500000 Penalty: 5082.813965
	Iteration 81Q: 3 clusters Score -3577696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3577703.000000 Penalty: 5082.813965
	Iteration 82Q: 3 clusters Score -3577703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3577712.250000 Penalty: 5082.813965
	Iteration 83Q: 3 clusters Score -3577712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3577717.750000 Penalty: 5082.813965
	Iteration 84Q: 3 clusters Score -3577718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3577726.000000 Penalty: 5082.813965
	Iteration 85Q: 3 clusters Score -3577726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3577730.000000 Penalty: 5082.813965
	Iteration 86Q: 3 clusters Score -3577730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3577733.500000 Penalty: 5082.813965
	Iteration 87Q: 3 clusters Score -3577734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3577738.500000 Penalty: 5082.813965
	Iteration 88Q: 3 clusters Score -3577738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3577743.250000 Penalty: 5082.813965
	Iteration 89Q: 3 clusters Score -3577743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3577743.500000 Penalty: 5082.813965
	Iteration 90Q: 3 clusters Score -3577744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3577748.750000 Penalty: 5082.813965
	Iteration 91Q: 3 clusters Score -3577749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3577748.750000 Penalty: 5082.813965
	Iteration 92F: 3 clusters Score -3577749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Entering Unmasked Estep 
Score: -9253883.000000 Penalty: 2760.245850
	Iteration 0F: 2 clusters Score -9253883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -9208555.000000 Penalty: 5520.491699
	Iteration 0F: 3 clusters Score -9208555 nChanged 31692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -9226110.000000 Penalty: 5520.491699
	Iteration 1F: 3 clusters Score -9226110 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -9226699.000000 Penalty: 5520.491699
	Iteration 2Q: 3 clusters Score -9226699 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -9227457.000000 Penalty: 5520.491699
	Iteration 3Q: 3 clusters Score -9227457 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -9228335.000000 Penalty: 5520.491699
	Iteration 4Q: 3 clusters Score -9228335 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -9229432.000000 Penalty: 5520.491699
	Iteration 5Q: 3 clusters Score -9229432 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -9231192.000000 Penalty: 5520.491699
	Iteration 6Q: 3 clusters Score -9231192 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -9233883.000000 Penalty: 5520.491699
	Iteration 7F: 3 clusters Score -9233883 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -9237699.000000 Penalty: 5520.491699
	Iteration 8F: 3 clusters Score -9237699 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -9242234.000000 Penalty: 5520.491699
	Iteration 9F: 3 clusters Score -9242234 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -9246333.000000 Penalty: 5520.491699
	Iteration 10F: 3 clusters Score -9246333 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9248906.000000 Penalty: 5520.491699
	Iteration 11Q: 3 clusters Score -9248906 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9250270.000000 Penalty: 5520.491699
	Iteration 12Q: 3 clusters Score -9250270 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9250887.000000 Penalty: 5520.491699
	Iteration 13Q: 3 clusters Score -9250887 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9251168.000000 Penalty: 5520.491699
	Iteration 14Q: 3 clusters Score -9251168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9251273.000000 Penalty: 5520.491699
	Iteration 15Q: 3 clusters Score -9251273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9251341.000000 Penalty: 5520.491699
	Iteration 16Q: 3 clusters Score -9251341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9251409.000000 Penalty: 5520.491699
	Iteration 17Q: 3 clusters Score -9251409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9251425.000000 Penalty: 5520.491699
	Iteration 18Q: 3 clusters Score -9251425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9251442.000000 Penalty: 5520.491699
	Iteration 19Q: 3 clusters Score -9251442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9251466.000000 Penalty: 5520.491699
	Iteration 20F: 3 clusters Score -9251466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9251476.000000 Penalty: 5520.491699
	Iteration 21Q: 3 clusters Score -9251476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9251480.000000 Penalty: 5520.491699
	Iteration 22Q: 3 clusters Score -9251480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9251495.000000 Penalty: 5520.491699
	Iteration 23Q: 3 clusters Score -9251495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9251501.000000 Penalty: 5520.491699
	Iteration 24Q: 3 clusters Score -9251501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9251507.000000 Penalty: 5520.491699
	Iteration 25Q: 3 clusters Score -9251507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9251511.000000 Penalty: 5520.491699
	Iteration 26Q: 3 clusters Score -9251511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9251526.000000 Penalty: 5520.491699
	Iteration 27Q: 3 clusters Score -9251526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9251530.000000 Penalty: 5520.491699
	Iteration 28Q: 3 clusters Score -9251530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9251526.000000 Penalty: 5520.491699
	Iteration 29Q: 3 clusters Score -9251526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9251534.000000 Penalty: 5520.491699
	Iteration 30Q: 3 clusters Score -9251534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9251538.000000 Penalty: 5520.491699
	Iteration 31Q: 3 clusters Score -9251538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9251538.000000 Penalty: 5520.491699
	Iteration 32Q: 3 clusters Score -9251538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9251540.000000 Penalty: 5520.491699
	Iteration 33Q: 3 clusters Score -9251540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9251540.000000 Penalty: 5520.491699
	Iteration 34F: 3 clusters Score -9251540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 205831 members 
Mstep: Class 5 contains 65528 members 
Mstep: Class 6 contains 135528 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 74236 members 
Mstep: Class 12 contains 143079 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 10999 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 68188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134088144.000000 Penalty: 89148.804688
Iteration 39Q: 27 clusters Score -1.340881e+08 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 205482 members 
Mstep: Class 5 contains 67018 members 
Mstep: Class 6 contains 134919 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 6419 members 
Mstep: Class 9 contains 19447 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 74332 members 
Mstep: Class 12 contains 142514 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 18269 members 
Mstep: Class 16 contains 40276 members 
Mstep: Class 17 contains 13518 members 
Mstep: Class 18 contains 5721 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 28074 members 
Mstep: Class 24 contains 70467 members 
Mstep: Class 25 contains 6150 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134091480.000000 Penalty: 89148.804688
Iteration 40F: 27 clusters Score -1.340915e+08 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 204703 members 
Mstep: Class 5 contains 68462 members 
Mstep: Class 6 contains 134152 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 19527 members 
Mstep: Class 10 contains 37848 members 
Mstep: Class 11 contains 74424 members 
Mstep: Class 12 contains 141342 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 39887 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 10984 members 
Mstep: Class 23 contains 27961 members 
Mstep: Class 24 contains 72930 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134093896.000000 Penalty: 89148.804688
Iteration 41Q: 27 clusters Score -1.340939e+08 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 204088 members 
Mstep: Class 5 contains 69821 members 
Mstep: Class 6 contains 133353 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 19614 members 
Mstep: Class 10 contains 37121 members 
Mstep: Class 11 contains 74512 members 
Mstep: Class 12 contains 140239 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 16414 members 
Mstep: Class 16 contains 39518 members 
Mstep: Class 17 contains 13186 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 11011 members 
Mstep: Class 23 contains 27911 members 
Mstep: Class 24 contains 75447 members 
Mstep: Class 25 contains 8026 members 
Mstep: Class 26 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134096776.000000 Penalty: 89148.804688
Iteration 42Q: 27 clusters Score -1.340968e+08 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 203509 members 
Mstep: Class 5 contains 71174 members 
Mstep: Class 6 contains 132662 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 19674 members 
Mstep: Class 10 contains 36577 members 
Mstep: Class 11 contains 74608 members 
Mstep: Class 12 contains 139094 members 
Mstep: Class 13 contains 2350 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 39182 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 11031 members 
Mstep: Class 23 contains 27886 members 
Mstep: Class 24 contains 77912 members 
Mstep: Class 25 contains 8548 members 
Mstep: Class 26 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134099032.000000 Penalty: 89148.804688
Iteration 43Q: 27 clusters Score -1.34099e+08 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 202986 members 
Mstep: Class 5 contains 72529 members 
Mstep: Class 6 contains 131974 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 19712 members 
Mstep: Class 10 contains 36065 members 
Mstep: Class 11 contains 74701 members 
Mstep: Class 12 contains 137863 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 38872 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 4669 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 2353 members 
Mstep: Class 22 contains 11065 members 
Mstep: Class 23 contains 27890 members 
Mstep: Class 24 contains 80431 members 
Mstep: Class 25 contains 8965 members 
Mstep: Class 26 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134101224.000000 Penalty: 89148.804688
Iteration 44Q: 27 clusters Score -1.341012e+08 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 202573 members 
Mstep: Class 5 contains 73894 members 
Mstep: Class 6 contains 131262 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 19727 members 
Mstep: Class 10 contains 35625 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 136395 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 17885 members 
Mstep: Class 15 contains 13326 members 
Mstep: Class 16 contains 38572 members 
Mstep: Class 17 contains 12890 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 11064 members 
Mstep: Class 23 contains 27904 members 
Mstep: Class 24 contains 83046 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134103728.000000 Penalty: 89148.804688
Iteration 45Q: 27 clusters Score -1.341037e+08 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 202082 members 
Mstep: Class 5 contains 75183 members 
Mstep: Class 6 contains 130557 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 19702 members 
Mstep: Class 10 contains 35233 members 
Mstep: Class 11 contains 74867 members 
Mstep: Class 12 contains 135075 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 38278 members 
Mstep: Class 17 contains 12927 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 11085 members 
Mstep: Class 23 contains 27911 members 
Mstep: Class 24 contains 85547 members 
Mstep: Class 25 contains 9673 members 
Mstep: Class 26 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134105816.000000 Penalty: 89148.804688
Iteration 46Q: 27 clusters Score -1.341058e+08 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 201510 members 
Mstep: Class 5 contains 76525 members 
Mstep: Class 6 contains 129867 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 19662 members 
Mstep: Class 10 contains 34885 members 
Mstep: Class 11 contains 74915 members 
Mstep: Class 12 contains 133644 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 17959 members 
Mstep: Class 15 contains 11259 members 
Mstep: Class 16 contains 38016 members 
Mstep: Class 17 contains 13048 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 27936 members 
Mstep: Class 24 contains 88118 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134108512.000000 Penalty: 89148.804688
Iteration 47Q: 27 clusters Score -1.341085e+08 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 200924 members 
Mstep: Class 5 contains 77756 members 
Mstep: Class 6 contains 129139 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 19593 members 
Mstep: Class 10 contains 34600 members 
Mstep: Class 11 contains 74971 members 
Mstep: Class 12 contains 132154 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 10213 members 
Mstep: Class 16 contains 37717 members 
Mstep: Class 17 contains 13243 members 
Mstep: Class 18 contains 5836 members 
Mstep: Class 19 contains 4229 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 27951 members 
Mstep: Class 24 contains 90824 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134110512.000000 Penalty: 89148.804688
Iteration 48Q: 27 clusters Score -1.341105e+08 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 200338 members 
Mstep: Class 5 contains 78959 members 
Mstep: Class 6 contains 128388 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 19540 members 
Mstep: Class 10 contains 34344 members 
Mstep: Class 11 contains 75021 members 
Mstep: Class 12 contains 130474 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 17987 members 
Mstep: Class 15 contains 9173 members 
Mstep: Class 16 contains 37462 members 
Mstep: Class 17 contains 13518 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 11206 members 
Mstep: Class 23 contains 27939 members 
Mstep: Class 24 contains 93648 members 
Mstep: Class 25 contains 10453 members 
Mstep: Class 26 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134112672.000000 Penalty: 89148.804688
Iteration 49Q: 27 clusters Score -1.341127e+08 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 199692 members 
Mstep: Class 5 contains 80155 members 
Mstep: Class 6 contains 127639 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 6403 members 
Mstep: Class 9 contains 19493 members 
Mstep: Class 10 contains 34105 members 
Mstep: Class 11 contains 75079 members 
Mstep: Class 12 contains 128885 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 5831 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 11232 members 
Mstep: Class 23 contains 27909 members 
Mstep: Class 24 contains 96437 members 
Mstep: Class 25 contains 10664 members 
Mstep: Class 26 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134114480.000000 Penalty: 89148.804688
Iteration 50Q: 27 clusters Score -1.341145e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 199004 members 
Mstep: Class 5 contains 81295 members 
Mstep: Class 6 contains 126888 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 19438 members 
Mstep: Class 10 contains 33860 members 
Mstep: Class 11 contains 75123 members 
Mstep: Class 12 contains 127282 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 37116 members 
Mstep: Class 17 contains 14117 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 22 contains 11252 members 
Mstep: Class 23 contains 27922 members 
Mstep: Class 24 contains 99196 members 
Mstep: Class 25 contains 10845 members 
Mstep: Class 26 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134115664.000000 Penalty: 89148.804688
Iteration 51Q: 27 clusters Score -1.341157e+08 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 198277 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 126168 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 19382 members 
Mstep: Class 10 contains 33614 members 
Mstep: Class 11 contains 75173 members 
Mstep: Class 12 contains 125635 members 
Mstep: Class 13 contains 2389 members 
Mstep: Class 14 contains 17905 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 36975 members 
Mstep: Class 17 contains 14403 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 11259 members 
Mstep: Class 23 contains 27937 members 
Mstep: Class 24 contains 101965 members 
Mstep: Class 25 contains 11008 members 
Mstep: Class 26 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134117608.000000 Penalty: 89148.804688
Iteration 52Q: 27 clusters Score -1.341176e+08 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 197515 members 
Mstep: Class 5 contains 83644 members 
Mstep: Class 6 contains 125454 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 19337 members 
Mstep: Class 10 contains 33362 members 
Mstep: Class 11 contains 75211 members 
Mstep: Class 12 contains 123898 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 36836 members 
Mstep: Class 17 contains 14684 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 11275 members 
Mstep: Class 23 contains 27968 members 
Mstep: Class 24 contains 104792 members 
Mstep: Class 25 contains 11154 members 
Mstep: Class 26 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134119432.000000 Penalty: 89148.804688
Iteration 53Q: 27 clusters Score -1.341194e+08 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 196880 members 
Mstep: Class 5 contains 84709 members 
Mstep: Class 6 contains 124685 members 
Mstep: Class 7 contains 2544 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 19316 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 75282 members 
Mstep: Class 12 contains 122006 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 17813 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 36696 members 
Mstep: Class 17 contains 14925 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 11288 members 
Mstep: Class 23 contains 28005 members 
Mstep: Class 24 contains 107672 members 
Mstep: Class 25 contains 11289 members 
Mstep: Class 26 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134121008.000000 Penalty: 89148.804688
Iteration 54Q: 27 clusters Score -1.34121e+08 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 196264 members 
Mstep: Class 5 contains 85810 members 
Mstep: Class 6 contains 123820 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 6408 members 
Mstep: Class 9 contains 19302 members 
Mstep: Class 10 contains 32882 members 
Mstep: Class 11 contains 75336 members 
Mstep: Class 12 contains 119993 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 36569 members 
Mstep: Class 17 contains 15131 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 11314 members 
Mstep: Class 23 contains 28066 members 
Mstep: Class 24 contains 110699 members 
Mstep: Class 25 contains 11403 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134122448.000000 Penalty: 89148.804688
Iteration 55Q: 27 clusters Score -1.341224e+08 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 195737 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 122958 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 19291 members 
Mstep: Class 10 contains 32649 members 
Mstep: Class 11 contains 75400 members 
Mstep: Class 12 contains 117945 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 36413 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2772 members 
Mstep: Class 22 contains 11321 members 
Mstep: Class 23 contains 28102 members 
Mstep: Class 24 contains 113768 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3152.232422 but Gain 3428.804688
Score: -134124368.000000 Penalty: 85720.000000
Iteration 56Q: 26 clusters Score -1.341244e+08 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 195579 members 
Mstep: Class 5 contains 89606 members 
Mstep: Class 6 contains 122217 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 19320 members 
Mstep: Class 10 contains 32446 members 
Mstep: Class 11 contains 75453 members 
Mstep: Class 12 contains 116025 members 
Mstep: Class 13 contains 2406 members 
Mstep: Class 14 contains 17734 members 
Mstep: Class 16 contains 36283 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 5799 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 11344 members 
Mstep: Class 23 contains 28186 members 
Mstep: Class 24 contains 117205 members 
Mstep: Class 25 contains 11563 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134129552.000000 Penalty: 85720.000000
Iteration 57Q: 26 clusters Score -1.341296e+08 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 194867 members 
Mstep: Class 5 contains 90888 members 
Mstep: Class 6 contains 121253 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 19282 members 
Mstep: Class 10 contains 32086 members 
Mstep: Class 11 contains 75512 members 
Mstep: Class 12 contains 113625 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 17683 members 
Mstep: Class 16 contains 36187 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 11367 members 
Mstep: Class 23 contains 28215 members 
Mstep: Class 24 contains 120187 members 
Mstep: Class 25 contains 11612 members 
Mstep: Class 26 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134130136.000000 Penalty: 85720.000000
Iteration 58Q: 26 clusters Score -1.341301e+08 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 194347 members 
Mstep: Class 5 contains 91801 members 
Mstep: Class 6 contains 120300 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 19270 members 
Mstep: Class 10 contains 31762 members 
Mstep: Class 11 contains 75584 members 
Mstep: Class 12 contains 111267 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 17613 members 
Mstep: Class 16 contains 36085 members 
Mstep: Class 17 contains 15784 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2826 members 
Mstep: Class 22 contains 11390 members 
Mstep: Class 23 contains 28255 members 
Mstep: Class 24 contains 123248 members 
Mstep: Class 25 contains 11665 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131336.000000 Penalty: 85720.000000
Iteration 59Q: 26 clusters Score -1.341313e+08 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 193974 members 
Mstep: Class 5 contains 92442 members 
Mstep: Class 6 contains 119302 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 31470 members 
Mstep: Class 11 contains 75653 members 
Mstep: Class 12 contains 108926 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 17574 members 
Mstep: Class 16 contains 35983 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2833 members 
Mstep: Class 22 contains 11412 members 
Mstep: Class 23 contains 28394 members 
Mstep: Class 24 contains 126330 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134131872.000000 Penalty: 85720.000000
Iteration 60F: 26 clusters Score -1.341319e+08 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 193774 members 
Mstep: Class 5 contains 92874 members 
Mstep: Class 6 contains 118373 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 6410 members 
Mstep: Class 9 contains 19203 members 
Mstep: Class 10 contains 31219 members 
Mstep: Class 11 contains 75711 members 
Mstep: Class 12 contains 106595 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 17544 members 
Mstep: Class 16 contains 35886 members 
Mstep: Class 17 contains 16125 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 11424 members 
Mstep: Class 23 contains 28541 members 
Mstep: Class 24 contains 129313 members 
Mstep: Class 25 contains 11749 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134132312.000000 Penalty: 85720.000000
Iteration 61Q: 26 clusters Score -1.341323e+08 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 193846 members 
Mstep: Class 5 contains 93203 members 
Mstep: Class 6 contains 117381 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 6415 members 
Mstep: Class 9 contains 19215 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 75761 members 
Mstep: Class 12 contains 104285 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 17510 members 
Mstep: Class 16 contains 35741 members 
Mstep: Class 17 contains 16271 members 
Mstep: Class 18 contains 5792 members 
Mstep: Class 19 contains 3249 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 11440 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 132228 members 
Mstep: Class 25 contains 11799 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133168.000000 Penalty: 85720.000000
Iteration 62Q: 26 clusters Score -1.341332e+08 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 194088 members 
Mstep: Class 5 contains 93430 members 
Mstep: Class 6 contains 116491 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 6426 members 
Mstep: Class 9 contains 19238 members 
Mstep: Class 10 contains 30692 members 
Mstep: Class 11 contains 75814 members 
Mstep: Class 12 contains 102114 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 17481 members 
Mstep: Class 16 contains 35620 members 
Mstep: Class 17 contains 16433 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 11457 members 
Mstep: Class 23 contains 28802 members 
Mstep: Class 24 contains 134758 members 
Mstep: Class 25 contains 11828 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134133952.000000 Penalty: 85720.000000
Iteration 63Q: 26 clusters Score -1.34134e+08 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 194275 members 
Mstep: Class 5 contains 93651 members 
Mstep: Class 6 contains 115632 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 19271 members 
Mstep: Class 10 contains 30463 members 
Mstep: Class 11 contains 75832 members 
Mstep: Class 12 contains 100175 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 17465 members 
Mstep: Class 16 contains 35493 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 11511 members 
Mstep: Class 23 contains 28915 members 
Mstep: Class 24 contains 137060 members 
Mstep: Class 25 contains 11861 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134134568.000000 Penalty: 85720.000000
Iteration 64Q: 26 clusters Score -1.341346e+08 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 93822 members 
Mstep: Class 6 contains 114952 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 19327 members 
Mstep: Class 10 contains 30242 members 
Mstep: Class 11 contains 75842 members 
Mstep: Class 12 contains 98256 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 17466 members 
Mstep: Class 16 contains 35366 members 
Mstep: Class 17 contains 16753 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 11553 members 
Mstep: Class 23 contains 29033 members 
Mstep: Class 24 contains 139037 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135072.000000 Penalty: 85720.000000
Iteration 65Q: 26 clusters Score -1.341351e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 2487 members 
Mstep: Class 4 contains 195177 members 
Mstep: Class 5 contains 93970 members 
Mstep: Class 6 contains 114398 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 6451 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 30050 members 
Mstep: Class 11 contains 75837 members 
Mstep: Class 12 contains 96412 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 17454 members 
Mstep: Class 16 contains 35223 members 
Mstep: Class 17 contains 16894 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 11616 members 
Mstep: Class 23 contains 29125 members 
Mstep: Class 24 contains 140628 members 
Mstep: Class 25 contains 11920 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134135816.000000 Penalty: 85720.000000
Iteration 66Q: 26 clusters Score -1.341358e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 195837 members 
Mstep: Class 5 contains 94097 members 
Mstep: Class 6 contains 113907 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 19453 members 
Mstep: Class 10 contains 29864 members 
Mstep: Class 11 contains 75799 members 
Mstep: Class 12 contains 94690 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 17470 members 
Mstep: Class 16 contains 35092 members 
Mstep: Class 17 contains 17035 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 29211 members 
Mstep: Class 24 contains 141929 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136032.000000 Penalty: 85720.000000
Iteration 67Q: 26 clusters Score -1.34136e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 196632 members 
Mstep: Class 5 contains 94206 members 
Mstep: Class 6 contains 113492 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 19551 members 
Mstep: Class 10 contains 29697 members 
Mstep: Class 11 contains 75759 members 
Mstep: Class 12 contains 93057 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 17483 members 
Mstep: Class 16 contains 34956 members 
Mstep: Class 17 contains 17173 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 11806 members 
Mstep: Class 23 contains 29296 members 
Mstep: Class 24 contains 142960 members 
Mstep: Class 25 contains 11966 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136456.000000 Penalty: 85720.000000
Iteration 68Q: 26 clusters Score -1.341365e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 197462 members 
Mstep: Class 5 contains 94303 members 
Mstep: Class 6 contains 113135 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 19647 members 
Mstep: Class 10 contains 29547 members 
Mstep: Class 11 contains 75706 members 
Mstep: Class 12 contains 91469 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 17494 members 
Mstep: Class 16 contains 34817 members 
Mstep: Class 17 contains 17308 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 29382 members 
Mstep: Class 24 contains 143822 members 
Mstep: Class 25 contains 11978 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134136528.000000 Penalty: 85720.000000
Iteration 69Q: 26 clusters Score -1.341365e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 198396 members 
Mstep: Class 5 contains 94351 members 
Mstep: Class 6 contains 112822 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 19746 members 
Mstep: Class 10 contains 29402 members 
Mstep: Class 11 contains 75667 members 
Mstep: Class 12 contains 89924 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 17510 members 
Mstep: Class 16 contains 34683 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 12007 members 
Mstep: Class 23 contains 29449 members 
Mstep: Class 24 contains 144546 members 
Mstep: Class 25 contains 11985 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137448.000000 Penalty: 85720.000000
Iteration 70Q: 26 clusters Score -1.341374e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 199394 members 
Mstep: Class 5 contains 94358 members 
Mstep: Class 6 contains 112570 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 29294 members 
Mstep: Class 11 contains 75622 members 
Mstep: Class 12 contains 88362 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 17538 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 17612 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 29543 members 
Mstep: Class 24 contains 145086 members 
Mstep: Class 25 contains 12007 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137664.000000 Penalty: 85720.000000
Iteration 71Q: 26 clusters Score -1.341377e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 200468 members 
Mstep: Class 5 contains 94386 members 
Mstep: Class 6 contains 112344 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 20007 members 
Mstep: Class 10 contains 29193 members 
Mstep: Class 11 contains 75567 members 
Mstep: Class 12 contains 86826 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 17555 members 
Mstep: Class 16 contains 34405 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12172 members 
Mstep: Class 23 contains 29626 members 
Mstep: Class 24 contains 145539 members 
Mstep: Class 25 contains 12019 members 
Mstep: Class 26 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137496.000000 Penalty: 85720.000000
Iteration 72Q: 26 clusters Score -1.341375e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 201539 members 
Mstep: Class 5 contains 94401 members 
Mstep: Class 6 contains 112155 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 20108 members 
Mstep: Class 10 contains 29095 members 
Mstep: Class 11 contains 75512 members 
Mstep: Class 12 contains 85380 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 17573 members 
Mstep: Class 16 contains 34266 members 
Mstep: Class 17 contains 17887 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 12250 members 
Mstep: Class 23 contains 29717 members 
Mstep: Class 24 contains 145890 members 
Mstep: Class 25 contains 12035 members 
Mstep: Class 26 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137288.000000 Penalty: 85720.000000
Iteration 73Q: 26 clusters Score -1.341373e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 202591 members 
Mstep: Class 5 contains 94425 members 
Mstep: Class 6 contains 112019 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 20222 members 
Mstep: Class 10 contains 29015 members 
Mstep: Class 11 contains 75454 members 
Mstep: Class 12 contains 83999 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 17602 members 
Mstep: Class 16 contains 34147 members 
Mstep: Class 17 contains 17994 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 12335 members 
Mstep: Class 23 contains 29774 members 
Mstep: Class 24 contains 146144 members 
Mstep: Class 25 contains 12048 members 
Mstep: Class 26 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137192.000000 Penalty: 85720.000000
Iteration 74Q: 26 clusters Score -1.341372e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 203653 members 
Mstep: Class 5 contains 94450 members 
Mstep: Class 6 contains 111882 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 20349 members 
Mstep: Class 10 contains 28916 members 
Mstep: Class 11 contains 75410 members 
Mstep: Class 12 contains 82642 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 16 contains 34051 members 
Mstep: Class 17 contains 18097 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 12400 members 
Mstep: Class 23 contains 29832 members 
Mstep: Class 24 contains 146371 members 
Mstep: Class 25 contains 12060 members 
Mstep: Class 26 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137408.000000 Penalty: 85720.000000
Iteration 75Q: 26 clusters Score -1.341374e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 204780 members 
Mstep: Class 5 contains 94473 members 
Mstep: Class 6 contains 111760 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 20489 members 
Mstep: Class 10 contains 28831 members 
Mstep: Class 11 contains 75356 members 
Mstep: Class 12 contains 81263 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 17645 members 
Mstep: Class 16 contains 33968 members 
Mstep: Class 17 contains 18177 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 29881 members 
Mstep: Class 24 contains 146528 members 
Mstep: Class 25 contains 12077 members 
Mstep: Class 26 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137176.000000 Penalty: 85720.000000
Iteration 76Q: 26 clusters Score -1.341372e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 205880 members 
Mstep: Class 5 contains 94492 members 
Mstep: Class 6 contains 111676 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 20648 members 
Mstep: Class 10 contains 28764 members 
Mstep: Class 11 contains 75290 members 
Mstep: Class 12 contains 79856 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17679 members 
Mstep: Class 16 contains 33880 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2862 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 29928 members 
Mstep: Class 24 contains 146675 members 
Mstep: Class 25 contains 12090 members 
Mstep: Class 26 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137416.000000 Penalty: 85720.000000
Iteration 77Q: 26 clusters Score -1.341374e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 4 contains 206933 members 
Mstep: Class 5 contains 94527 members 
Mstep: Class 6 contains 111611 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 20838 members 
Mstep: Class 10 contains 28677 members 
Mstep: Class 11 contains 75236 members 
Mstep: Class 12 contains 78469 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 16 contains 33807 members 
Mstep: Class 17 contains 18315 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 29956 members 
Mstep: Class 24 contains 146828 members 
Mstep: Class 25 contains 12105 members 
Mstep: Class 26 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134137264.000000 Penalty: 85720.000000
Iteration 78Q: 26 clusters Score -1.341373e+08 nChanged 2346
Entering ConstructFrom: 
Score: -134137264.000000 Penalty: 85720.000000
Entering ConstructFrom: 
Trying to split cluster 1 (89118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Entering Unmasked Estep 
Score: -12201351.000000 Penalty: 2826.633789
	Iteration 0F: 2 clusters Score -1.220135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -12142033.000000 Penalty: 5653.267578
	Iteration 0F: 3 clusters Score -1.214203e+07 nChanged 42000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -12166237.000000 Penalty: 5653.267578
	Iteration 1F: 3 clusters Score -1.216624e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -12167140.000000 Penalty: 5653.267578
	Iteration 2Q: 3 clusters Score -1.216714e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -12168142.000000 Penalty: 5653.267578
	Iteration 3Q: 3 clusters Score -1.216814e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -12169365.000000 Penalty: 5653.267578
	Iteration 4Q: 3 clusters Score -1.216936e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -12170902.000000 Penalty: 5653.267578
	Iteration 5Q: 3 clusters Score -1.21709e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -12172843.000000 Penalty: 5653.267578
	Iteration 6Q: 3 clusters Score -1.217284e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -12175552.000000 Penalty: 5653.267578
	Iteration 7F: 3 clusters Score -1.217555e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -12178731.000000 Penalty: 5653.267578
	Iteration 8F: 3 clusters Score -1.217873e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -12182143.000000 Penalty: 5653.267578
	Iteration 9F: 3 clusters Score -1.218214e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -12185136.000000 Penalty: 5653.267578
	Iteration 10Q: 3 clusters Score -1.218514e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -12187036.000000 Penalty: 5653.267578
	Iteration 11Q: 3 clusters Score -1.218704e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -12188429.000000 Penalty: 5653.267578
	Iteration 12Q: 3 clusters Score -1.218843e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -12189591.000000 Penalty: 5653.267578
	Iteration 13Q: 3 clusters Score -1.218959e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -12190809.000000 Penalty: 5653.267578
	Iteration 14Q: 3 clusters Score -1.219081e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -12192126.000000 Penalty: 5653.267578
	Iteration 15Q: 3 clusters Score -1.219213e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -12193362.000000 Penalty: 5653.267578
	Iteration 16Q: 3 clusters Score -1.219336e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -12194354.000000 Penalty: 5653.267578
	Iteration 17Q: 3 clusters Score -1.219435e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -12195296.000000 Penalty: 5653.267578
	Iteration 18Q: 3 clusters Score -1.21953e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -12195963.000000 Penalty: 5653.267578
	Iteration 19Q: 3 clusters Score -1.219596e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -12196471.000000 Penalty: 5653.267578
	Iteration 20F: 3 clusters Score -1.219647e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -12196899.000000 Penalty: 5653.267578
	Iteration 21Q: 3 clusters Score -1.21969e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -12197348.000000 Penalty: 5653.267578
	Iteration 22Q: 3 clusters Score -1.219735e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -12197622.000000 Penalty: 5653.267578
	Iteration 23Q: 3 clusters Score -1.219762e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -12197820.000000 Penalty: 5653.267578
	Iteration 24Q: 3 clusters Score -1.219782e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -12198035.000000 Penalty: 5653.267578
	Iteration 25Q: 3 clusters Score -1.219804e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -12198203.000000 Penalty: 5653.267578
	Iteration 26Q: 3 clusters Score -1.21982e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -12198343.000000 Penalty: 5653.267578
	Iteration 27Q: 3 clusters Score -1.219834e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -12198469.000000 Penalty: 5653.267578
	Iteration 28Q: 3 clusters Score -1.219847e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12198592.000000 Penalty: 5653.267578
	Iteration 29Q: 3 clusters Score -1.219859e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12198678.000000 Penalty: 5653.267578
	Iteration 30Q: 3 clusters Score -1.219868e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -12198706.000000 Penalty: 5653.267578
	Iteration 31Q: 3 clusters Score -1.219871e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12198758.000000 Penalty: 5653.267578
	Iteration 32Q: 3 clusters Score -1.219876e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12198842.000000 Penalty: 5653.267578
	Iteration 33Q: 3 clusters Score -1.219884e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12198881.000000 Penalty: 5653.267578
	Iteration 34Q: 3 clusters Score -1.219888e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12198886.000000 Penalty: 5653.267578
	Iteration 35Q: 3 clusters Score -1.219889e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12198910.000000 Penalty: 5653.267578
	Iteration 36Q: 3 clusters Score -1.219891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -12198926.000000 Penalty: 5653.267578
	Iteration 37Q: 3 clusters Score -1.219893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12198932.000000 Penalty: 5653.267578
	Iteration 38Q: 3 clusters Score -1.219893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12198945.000000 Penalty: 5653.267578
	Iteration 39Q: 3 clusters Score -1.219894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -12198956.000000 Penalty: 5653.267578
	Iteration 40F: 3 clusters Score -1.219896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12198995.000000 Penalty: 5653.267578
	Iteration 41Q: 3 clusters Score -1.2199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12198991.000000 Penalty: 5653.267578
	Iteration 42Q: 3 clusters Score -1.219899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12199006.000000 Penalty: 5653.267578
	Iteration 43Q: 3 clusters Score -1.219901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12199010.000000 Penalty: 5653.267578
	Iteration 44Q: 3 clusters Score -1.219901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12199017.000000 Penalty: 5653.267578
	Iteration 45Q: 3 clusters Score -1.219902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12199039.000000 Penalty: 5653.267578
	Iteration 46Q: 3 clusters Score -1.219904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12199044.000000 Penalty: 5653.267578
	Iteration 47Q: 3 clusters Score -1.219904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12199059.000000 Penalty: 5653.267578
	Iteration 48Q: 3 clusters Score -1.219906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12199076.000000 Penalty: 5653.267578
	Iteration 49Q: 3 clusters Score -1.219908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12199072.000000 Penalty: 5653.267578
	Iteration 50Q: 3 clusters Score -1.219907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12199075.000000 Penalty: 5653.267578
	Iteration 51Q: 3 clusters Score -1.219908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12199080.000000 Penalty: 5653.267578
	Iteration 52Q: 3 clusters Score -1.219908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12199092.000000 Penalty: 5653.267578
	Iteration 53Q: 3 clusters Score -1.219909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12199095.000000 Penalty: 5653.267578
	Iteration 54Q: 3 clusters Score -1.21991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12199090.000000 Penalty: 5653.267578
	Iteration 55Q: 3 clusters Score -1.219909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12199093.000000 Penalty: 5653.267578
	Iteration 56Q: 3 clusters Score -1.219909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12199090.000000 Penalty: 5653.267578
	Iteration 57Q: 3 clusters Score -1.219909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12199081.000000 Penalty: 5653.267578
	Iteration 58Q: 3 clusters Score -1.219908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12199086.000000 Penalty: 5653.267578
	Iteration 59Q: 3 clusters Score -1.219909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12199089.000000 Penalty: 5653.267578
	Iteration 60F: 3 clusters Score -1.219909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12199095.000000 Penalty: 5653.267578
	Iteration 61Q: 3 clusters Score -1.21991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12199096.000000 Penalty: 5653.267578
	Iteration 62Q: 3 clusters Score -1.21991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12199091.000000 Penalty: 5653.267578
	Iteration 63Q: 3 clusters Score -1.219909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12199090.000000 Penalty: 5653.267578
	Iteration 64Q: 3 clusters Score -1.219909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12199091.000000 Penalty: 5653.267578
	Iteration 65Q: 3 clusters Score -1.219909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12199089.000000 Penalty: 5653.267578
	Iteration 66Q: 3 clusters Score -1.219909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12199097.000000 Penalty: 5653.267578
	Iteration 67Q: 3 clusters Score -1.21991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12199103.000000 Penalty: 5653.267578
	Iteration 68Q: 3 clusters Score -1.21991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12199101.000000 Penalty: 5653.267578
	Iteration 69Q: 3 clusters Score -1.21991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12199092.000000 Penalty: 5653.267578
	Iteration 70Q: 3 clusters Score -1.219909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12199094.000000 Penalty: 5653.267578
	Iteration 71Q: 3 clusters Score -1.219909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12199093.000000 Penalty: 5653.267578
	Iteration 72Q: 3 clusters Score -1.219909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12199087.000000 Penalty: 5653.267578
	Iteration 73Q: 3 clusters Score -1.219909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12199106.000000 Penalty: 5653.267578
	Iteration 74Q: 3 clusters Score -1.219911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12199113.000000 Penalty: 5653.267578
	Iteration 75Q: 3 clusters Score -1.219911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12199113.000000 Penalty: 5653.267578
	Iteration 76F: 3 clusters Score -1.219911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -548387.250000 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -548387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -544312.375000 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -544312.4 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -545345.250000 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -545345.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -545713.562500 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -545713.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -546084.437500 Penalty: 4147.754883
	Iteration 3F: 3 clusters Score -546084.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -546540.875000 Penalty: 4147.754883
	Iteration 4F: 3 clusters Score -546540.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -546998.375000 Penalty: 4147.754883
	Iteration 5F: 3 clusters Score -546998.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -547385.062500 Penalty: 4147.754883
	Iteration 6F: 3 clusters Score -547385.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -547578.687500 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -547578.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -547705.812500 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -547705.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -547837.375000 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -547837.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -548001.437500 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -548001.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -548170.375000 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -548170.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -548224.562500 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -548224.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -548247.437500 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -548247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -548253.687500 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -548253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -548256.875000 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -548256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -548257.187500 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -548257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -548258.375000 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -548258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -548258.375000 Penalty: 4147.754883
	Iteration 18F: 3 clusters Score -548258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -312514.843750 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -312514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -309642.312500 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -309642.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -310591.468750 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -310591.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -311138.718750 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -311138.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -311759.500000 Penalty: 3886.447266
	Iteration 3F: 3 clusters Score -311759.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -312481.250000 Penalty: 3886.447266
	Iteration 4F: 3 clusters Score -312481.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -312884.812500 Penalty: 3886.447266
	Iteration 5F: 3 clusters Score -312884.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -313038.593750 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -313038.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -313101.843750 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -313101.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -313155.687500 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -313155.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -313197.718750 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -313197.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -313227.937500 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -313227.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -313267.437500 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -313267.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -313300.281250 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -313300.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -313337.125000 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -313337.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -313380.187500 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -313380.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -313408.406250 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -313408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -313425.656250 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -313425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -313433.000000 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -313433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313441.718750 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -313441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -313447.093750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -313447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313449.968750 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -313450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313456.625000 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -313456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313459.843750 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -313459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313463.687500 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -313463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -313470.093750 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -313470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -313474.375000 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -313474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -313479.156250 Penalty: 3886.447266
	Iteration 26Q: 3 clusters Score -313479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -313486.718750 Penalty: 3886.447266
	Iteration 27Q: 3 clusters Score -313486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -313496.781250 Penalty: 3886.447266
	Iteration 28Q: 3 clusters Score -313496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -313505.562500 Penalty: 3886.447266
	Iteration 29Q: 3 clusters Score -313505.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -313515.250000 Penalty: 3886.447266
	Iteration 30Q: 3 clusters Score -313515.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -313520.843750 Penalty: 3886.447266
	Iteration 31Q: 3 clusters Score -313520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -313524.812500 Penalty: 3886.447266
	Iteration 32Q: 3 clusters Score -313524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -313525.531250 Penalty: 3886.447266
	Iteration 33Q: 3 clusters Score -313525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -313526.968750 Penalty: 3886.447266
	Iteration 34Q: 3 clusters Score -313527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -313529.812500 Penalty: 3886.447266
	Iteration 35Q: 3 clusters Score -313529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -313536.406250 Penalty: 3886.447266
	Iteration 36Q: 3 clusters Score -313536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -313539.625000 Penalty: 3886.447266
	Iteration 37Q: 3 clusters Score -313539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -313541.531250 Penalty: 3886.447266
	Iteration 38Q: 3 clusters Score -313541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -313542.843750 Penalty: 3886.447266
	Iteration 39Q: 3 clusters Score -313542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -313545.625000 Penalty: 3886.447266
	Iteration 40F: 3 clusters Score -313545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -313547.625000 Penalty: 3886.447266
	Iteration 41Q: 3 clusters Score -313547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -313548.593750 Penalty: 3886.447266
	Iteration 42Q: 3 clusters Score -313548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -313548.593750 Penalty: 3886.447266
	Iteration 43F: 3 clusters Score -313548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 207971 members 
Mstep: Class 5 contains 94557 members 
Mstep: Class 6 contains 111577 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 33747 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 29984 members 
Mstep: Class 24 contains 146954 members 
Mstep: Class 25 contains 12117 members 
Mstep: Class 26 contains 883 members 
Entering Unmasked Estep 
Score: -134136776.000000 Penalty: 89148.804688
Splitting cluster 3 changes total score from -134137264.000000 to -134136776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (207971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207971 members 
Entering Unmasked Estep 
Score: -28482418.000000 Penalty: 3036.798340
	Iteration 0F: 2 clusters Score -2.848242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -28353380.000000 Penalty: 6073.596680
	Iteration 0F: 3 clusters Score -2.835338e+07 nChanged 100177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -28412242.000000 Penalty: 6073.596680
	Iteration 1F: 3 clusters Score -2.841224e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 113696 members 
Entering Unmasked Estep 
Score: -28413530.000000 Penalty: 6073.596680
	Iteration 2Q: 3 clusters Score -2.841353e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -28415848.000000 Penalty: 6073.596680
	Iteration 3Q: 3 clusters Score -2.841585e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -28419336.000000 Penalty: 6073.596680
	Iteration 4Q: 3 clusters Score -2.841934e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 140005 members 
Entering Unmasked Estep 
Score: -28426212.000000 Penalty: 6073.596680
	Iteration 5F: 3 clusters Score -2.842621e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 157042 members 
Entering Unmasked Estep 
Score: -28438590.000000 Penalty: 6073.596680
	Iteration 6F: 3 clusters Score -2.843859e+07 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -28454988.000000 Penalty: 6073.596680
	Iteration 7F: 3 clusters Score -2.845499e+07 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 194016 members 
Entering Unmasked Estep 
Score: -28468814.000000 Penalty: 6073.596680
	Iteration 8F: 3 clusters Score -2.846881e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 203409 members 
Entering Unmasked Estep 
Score: -28475758.000000 Penalty: 6073.596680
	Iteration 9Q: 3 clusters Score -2.847576e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 206781 members 
Entering Unmasked Estep 
Score: -28478488.000000 Penalty: 6073.596680
	Iteration 10Q: 3 clusters Score -2.847849e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 207582 members 
Entering Unmasked Estep 
Score: -28479264.000000 Penalty: 6073.596680
	Iteration 11Q: 3 clusters Score -2.847926e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207736 members 
Entering Unmasked Estep 
Score: -28479462.000000 Penalty: 6073.596680
	Iteration 12Q: 3 clusters Score -2.847946e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207779 members 
Entering Unmasked Estep 
Score: -28479616.000000 Penalty: 6073.596680
	Iteration 13Q: 3 clusters Score -2.847962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207794 members 
Entering Unmasked Estep 
Score: -28479632.000000 Penalty: 6073.596680
	Iteration 14Q: 3 clusters Score -2.847963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207797 members 
Entering Unmasked Estep 
Score: -28479644.000000 Penalty: 6073.596680
	Iteration 15Q: 3 clusters Score -2.847964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207797 members 
Entering Unmasked Estep 
Score: -28479656.000000 Penalty: 6073.596680
	Iteration 16Q: 3 clusters Score -2.847966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207801 members 
Entering Unmasked Estep 
Score: -28479634.000000 Penalty: 6073.596680
	Iteration 17Q: 3 clusters Score -2.847963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207805 members 
Entering Unmasked Estep 
Score: -28479658.000000 Penalty: 6073.596680
	Iteration 18Q: 3 clusters Score -2.847966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207804 members 
Entering Unmasked Estep 
Score: -28479672.000000 Penalty: 6073.596680
	Iteration 19Q: 3 clusters Score -2.847967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207804 members 
Entering Unmasked Estep 
Score: -28479672.000000 Penalty: 6073.596680
	Iteration 20F: 3 clusters Score -2.847967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Entering Unmasked Estep 
Score: -12811592.000000 Penalty: 2841.325439
	Iteration 0F: 2 clusters Score -1.281159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -12748391.000000 Penalty: 5682.650879
	Iteration 0F: 3 clusters Score -1.274839e+07 nChanged 44815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -12773427.000000 Penalty: 5682.650879
	Iteration 1F: 3 clusters Score -1.277343e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -12774148.000000 Penalty: 5682.650879
	Iteration 2Q: 3 clusters Score -1.277415e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -12774981.000000 Penalty: 5682.650879
	Iteration 3Q: 3 clusters Score -1.277498e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -12776085.000000 Penalty: 5682.650879
	Iteration 4Q: 3 clusters Score -1.277608e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -12777426.000000 Penalty: 5682.650879
	Iteration 5Q: 3 clusters Score -1.277743e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -12779208.000000 Penalty: 5682.650879
	Iteration 6Q: 3 clusters Score -1.277921e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -12781539.000000 Penalty: 5682.650879
	Iteration 7F: 3 clusters Score -1.278154e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -12784189.000000 Penalty: 5682.650879
	Iteration 8F: 3 clusters Score -1.278419e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -12786957.000000 Penalty: 5682.650879
	Iteration 9F: 3 clusters Score -1.278696e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -12789881.000000 Penalty: 5682.650879
	Iteration 10F: 3 clusters Score -1.278988e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -12792882.000000 Penalty: 5682.650879
	Iteration 11F: 3 clusters Score -1.279288e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -12796256.000000 Penalty: 5682.650879
	Iteration 12Q: 3 clusters Score -1.279626e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -12799382.000000 Penalty: 5682.650879
	Iteration 13Q: 3 clusters Score -1.279938e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -12801849.000000 Penalty: 5682.650879
	Iteration 14Q: 3 clusters Score -1.280185e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -12803486.000000 Penalty: 5682.650879
	Iteration 15Q: 3 clusters Score -1.280349e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -12804508.000000 Penalty: 5682.650879
	Iteration 16Q: 3 clusters Score -1.280451e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -12805298.000000 Penalty: 5682.650879
	Iteration 17Q: 3 clusters Score -1.28053e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -12805953.000000 Penalty: 5682.650879
	Iteration 18Q: 3 clusters Score -1.280595e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -12806491.000000 Penalty: 5682.650879
	Iteration 19Q: 3 clusters Score -1.280649e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -12806977.000000 Penalty: 5682.650879
	Iteration 20F: 3 clusters Score -1.280698e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -12807369.000000 Penalty: 5682.650879
	Iteration 21Q: 3 clusters Score -1.280737e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -12807716.000000 Penalty: 5682.650879
	Iteration 22Q: 3 clusters Score -1.280772e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -12807911.000000 Penalty: 5682.650879
	Iteration 23Q: 3 clusters Score -1.280791e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -12808112.000000 Penalty: 5682.650879
	Iteration 24Q: 3 clusters Score -1.280811e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -12808347.000000 Penalty: 5682.650879
	Iteration 25Q: 3 clusters Score -1.280835e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -12808515.000000 Penalty: 5682.650879
	Iteration 26Q: 3 clusters Score -1.280852e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -12808652.000000 Penalty: 5682.650879
	Iteration 27Q: 3 clusters Score -1.280865e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -12808758.000000 Penalty: 5682.650879
	Iteration 28Q: 3 clusters Score -1.280876e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -12808852.000000 Penalty: 5682.650879
	Iteration 29Q: 3 clusters Score -1.280885e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -12808904.000000 Penalty: 5682.650879
	Iteration 30Q: 3 clusters Score -1.28089e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -12808965.000000 Penalty: 5682.650879
	Iteration 31Q: 3 clusters Score -1.280896e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -12809025.000000 Penalty: 5682.650879
	Iteration 32Q: 3 clusters Score -1.280902e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -12809073.000000 Penalty: 5682.650879
	Iteration 33Q: 3 clusters Score -1.280907e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -12809126.000000 Penalty: 5682.650879
	Iteration 34Q: 3 clusters Score -1.280913e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -12809140.000000 Penalty: 5682.650879
	Iteration 35Q: 3 clusters Score -1.280914e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -12809197.000000 Penalty: 5682.650879
	Iteration 36Q: 3 clusters Score -1.28092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -12809227.000000 Penalty: 5682.650879
	Iteration 37Q: 3 clusters Score -1.280923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -12809274.000000 Penalty: 5682.650879
	Iteration 38Q: 3 clusters Score -1.280927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -12809278.000000 Penalty: 5682.650879
	Iteration 39Q: 3 clusters Score -1.280928e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -12809266.000000 Penalty: 5682.650879
	Iteration 40F: 3 clusters Score -1.280927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -12809292.000000 Penalty: 5682.650879
	Iteration 41Q: 3 clusters Score -1.280929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -12809305.000000 Penalty: 5682.650879
	Iteration 42Q: 3 clusters Score -1.28093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -12809318.000000 Penalty: 5682.650879
	Iteration 43Q: 3 clusters Score -1.280932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -12809355.000000 Penalty: 5682.650879
	Iteration 44Q: 3 clusters Score -1.280936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -12809368.000000 Penalty: 5682.650879
	Iteration 45Q: 3 clusters Score -1.280937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12809363.000000 Penalty: 5682.650879
	Iteration 46Q: 3 clusters Score -1.280936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -12809373.000000 Penalty: 5682.650879
	Iteration 47Q: 3 clusters Score -1.280937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12809389.000000 Penalty: 5682.650879
	Iteration 48Q: 3 clusters Score -1.280939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -12809385.000000 Penalty: 5682.650879
	Iteration 49Q: 3 clusters Score -1.280938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12809397.000000 Penalty: 5682.650879
	Iteration 50Q: 3 clusters Score -1.28094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -12809404.000000 Penalty: 5682.650879
	Iteration 51Q: 3 clusters Score -1.28094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -12809404.000000 Penalty: 5682.650879
	Iteration 52Q: 3 clusters Score -1.28094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -12809413.000000 Penalty: 5682.650879
	Iteration 53Q: 3 clusters Score -1.280941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -12809420.000000 Penalty: 5682.650879
	Iteration 54Q: 3 clusters Score -1.280942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -12809418.000000 Penalty: 5682.650879
	Iteration 55Q: 3 clusters Score -1.280942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -12809409.000000 Penalty: 5682.650879
	Iteration 56Q: 3 clusters Score -1.280941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12809403.000000 Penalty: 5682.650879
	Iteration 57Q: 3 clusters Score -1.28094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -12809403.000000 Penalty: 5682.650879
	Iteration 58F: 3 clusters Score -1.28094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Entering Unmasked Estep 
Score: -15067015.000000 Penalty: 2882.372559
	Iteration 0F: 2 clusters Score -1.506702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -14992408.000000 Penalty: 5764.745117
	Iteration 0F: 3 clusters Score -1.499241e+07 nChanged 52958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -15022935.000000 Penalty: 5764.745117
	Iteration 1F: 3 clusters Score -1.502294e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -15023685.000000 Penalty: 5764.745117
	Iteration 2Q: 3 clusters Score -1.502368e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -15024488.000000 Penalty: 5764.745117
	Iteration 3Q: 3 clusters Score -1.502449e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -15025741.000000 Penalty: 5764.745117
	Iteration 4Q: 3 clusters Score -1.502574e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -15027669.000000 Penalty: 5764.745117
	Iteration 5Q: 3 clusters Score -1.502767e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -15030396.000000 Penalty: 5764.745117
	Iteration 6F: 3 clusters Score -1.50304e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -15034415.000000 Penalty: 5764.745117
	Iteration 7F: 3 clusters Score -1.503442e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -15039836.000000 Penalty: 5764.745117
	Iteration 8F: 3 clusters Score -1.503984e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -15046523.000000 Penalty: 5764.745117
	Iteration 9F: 3 clusters Score -1.504652e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -15053077.000000 Penalty: 5764.745117
	Iteration 10F: 3 clusters Score -1.505308e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -15058341.000000 Penalty: 5764.745117
	Iteration 11F: 3 clusters Score -1.505834e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -15061574.000000 Penalty: 5764.745117
	Iteration 12Q: 3 clusters Score -1.506157e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15063086.000000 Penalty: 5764.745117
	Iteration 13Q: 3 clusters Score -1.506309e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -15063779.000000 Penalty: 5764.745117
	Iteration 14Q: 3 clusters Score -1.506378e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15064097.000000 Penalty: 5764.745117
	Iteration 15Q: 3 clusters Score -1.50641e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15064226.000000 Penalty: 5764.745117
	Iteration 16Q: 3 clusters Score -1.506423e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15064311.000000 Penalty: 5764.745117
	Iteration 17Q: 3 clusters Score -1.506431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15064369.000000 Penalty: 5764.745117
	Iteration 18Q: 3 clusters Score -1.506437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15064408.000000 Penalty: 5764.745117
	Iteration 19Q: 3 clusters Score -1.506441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15064440.000000 Penalty: 5764.745117
	Iteration 20F: 3 clusters Score -1.506444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15064459.000000 Penalty: 5764.745117
	Iteration 21Q: 3 clusters Score -1.506446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15064494.000000 Penalty: 5764.745117
	Iteration 22Q: 3 clusters Score -1.506449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15064513.000000 Penalty: 5764.745117
	Iteration 23Q: 3 clusters Score -1.506451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15064516.000000 Penalty: 5764.745117
	Iteration 24Q: 3 clusters Score -1.506452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15064517.000000 Penalty: 5764.745117
	Iteration 25Q: 3 clusters Score -1.506452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15064527.000000 Penalty: 5764.745117
	Iteration 26Q: 3 clusters Score -1.506453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15064525.000000 Penalty: 5764.745117
	Iteration 27Q: 3 clusters Score -1.506452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15064531.000000 Penalty: 5764.745117
	Iteration 28Q: 3 clusters Score -1.506453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15064528.000000 Penalty: 5764.745117
	Iteration 29Q: 3 clusters Score -1.506453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111253 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15064541.000000 Penalty: 5764.745117
	Iteration 30Q: 3 clusters Score -1.506454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111253 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15064538.000000 Penalty: 5764.745117
	Iteration 31Q: 3 clusters Score -1.506454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15064533.000000 Penalty: 5764.745117
	Iteration 32Q: 3 clusters Score -1.506453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15064533.000000 Penalty: 5764.745117
	Iteration 33F: 3 clusters Score -1.506453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -402054.968750 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -402055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -398715.750000 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -398715.8 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -399362.500000 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -399362.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -399541.875000 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -399541.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -399671.125000 Penalty: 3980.493896
	Iteration 3F: 3 clusters Score -399671.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -399754.906250 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -399754.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -399837.718750 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -399837.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -399892.562500 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -399892.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -399933.218750 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -399933.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -399961.500000 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -399961.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -399989.937500 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -399989.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -400010.562500 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -400010.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -400036.375000 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -400036.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -400058.968750 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -400059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -400079.656250 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -400079.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -400102.218750 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -400102.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -400122.687500 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -400122.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -400144.906250 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -400144.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -400162.531250 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -400162.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -400173.906250 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -400173.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -400181.312500 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -400181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -400184.625000 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -400184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -400187.968750 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -400188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -400194.031250 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -400194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -400196.593750 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -400196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -400200.187500 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -400200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -400208.812500 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -400208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -400213.500000 Penalty: 3980.493896
	Iteration 26Q: 3 clusters Score -400213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -400223.375000 Penalty: 3980.493896
	Iteration 27Q: 3 clusters Score -400223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -400227.500000 Penalty: 3980.493896
	Iteration 28Q: 3 clusters Score -400227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -400230.750000 Penalty: 3980.493896
	Iteration 29Q: 3 clusters Score -400230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -400233.281250 Penalty: 3980.493896
	Iteration 30Q: 3 clusters Score -400233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -400234.000000 Penalty: 3980.493896
	Iteration 31Q: 3 clusters Score -400234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -400235.625000 Penalty: 3980.493896
	Iteration 32Q: 3 clusters Score -400235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -400238.437500 Penalty: 3980.493896
	Iteration 33Q: 3 clusters Score -400238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -400240.312500 Penalty: 3980.493896
	Iteration 34Q: 3 clusters Score -400240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -400243.906250 Penalty: 3980.493896
	Iteration 35Q: 3 clusters Score -400243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -400246.156250 Penalty: 3980.493896
	Iteration 36Q: 3 clusters Score -400246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -400250.093750 Penalty: 3980.493896
	Iteration 37Q: 3 clusters Score -400250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -400256.312500 Penalty: 3980.493896
	Iteration 38Q: 3 clusters Score -400256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -400260.375000 Penalty: 3980.493896
	Iteration 39Q: 3 clusters Score -400260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -400262.562500 Penalty: 3980.493896
	Iteration 40F: 3 clusters Score -400262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -400263.687500 Penalty: 3980.493896
	Iteration 41Q: 3 clusters Score -400263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -400264.250000 Penalty: 3980.493896
	Iteration 42Q: 3 clusters Score -400264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -400267.281250 Penalty: 3980.493896
	Iteration 43Q: 3 clusters Score -400267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -400274.437500 Penalty: 3980.493896
	Iteration 44Q: 3 clusters Score -400274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -400278.968750 Penalty: 3980.493896
	Iteration 45Q: 3 clusters Score -400279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -400284.375000 Penalty: 3980.493896
	Iteration 46Q: 3 clusters Score -400284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -400287.593750 Penalty: 3980.493896
	Iteration 47Q: 3 clusters Score -400287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -400290.187500 Penalty: 3980.493896
	Iteration 48Q: 3 clusters Score -400290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -400294.156250 Penalty: 3980.493896
	Iteration 49Q: 3 clusters Score -400294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -400295.156250 Penalty: 3980.493896
	Iteration 50Q: 3 clusters Score -400295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -400296.062500 Penalty: 3980.493896
	Iteration 51Q: 3 clusters Score -400296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -400296.968750 Penalty: 3980.493896
	Iteration 52Q: 3 clusters Score -400297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -400298.437500 Penalty: 3980.493896
	Iteration 53Q: 3 clusters Score -400298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -400299.750000 Penalty: 3980.493896
	Iteration 54Q: 3 clusters Score -400299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -400299.750000 Penalty: 3980.493896
	Iteration 55F: 3 clusters Score -400299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Entering Unmasked Estep 
Score: -874306.687500 Penalty: 2178.548340
	Iteration 0F: 2 clusters Score -874306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -868834.062500 Penalty: 4357.096680
	Iteration 0F: 3 clusters Score -868834.1 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -870332.500000 Penalty: 4357.096680
	Iteration 1F: 3 clusters Score -870332.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -870602.500000 Penalty: 4357.096680
	Iteration 2F: 3 clusters Score -870602.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -870789.187500 Penalty: 4357.096680
	Iteration 3F: 3 clusters Score -870789.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -870920.750000 Penalty: 4357.096680
	Iteration 4Q: 3 clusters Score -870920.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -871033.812500 Penalty: 4357.096680
	Iteration 5Q: 3 clusters Score -871033.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -871132.687500 Penalty: 4357.096680
	Iteration 6Q: 3 clusters Score -871132.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -871224.625000 Penalty: 4357.096680
	Iteration 7Q: 3 clusters Score -871224.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -871311.062500 Penalty: 4357.096680
	Iteration 8Q: 3 clusters Score -871311.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -871406.187500 Penalty: 4357.096680
	Iteration 9Q: 3 clusters Score -871406.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -871514.687500 Penalty: 4357.096680
	Iteration 10Q: 3 clusters Score -871514.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -871626.312500 Penalty: 4357.096680
	Iteration 11Q: 3 clusters Score -871626.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -871721.375000 Penalty: 4357.096680
	Iteration 12Q: 3 clusters Score -871721.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -871817.062500 Penalty: 4357.096680
	Iteration 13Q: 3 clusters Score -871817.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -871899.937500 Penalty: 4357.096680
	Iteration 14Q: 3 clusters Score -871899.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -871967.750000 Penalty: 4357.096680
	Iteration 15Q: 3 clusters Score -871967.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -872026.250000 Penalty: 4357.096680
	Iteration 16Q: 3 clusters Score -872026.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -872084.812500 Penalty: 4357.096680
	Iteration 17Q: 3 clusters Score -872084.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -872138.500000 Penalty: 4357.096680
	Iteration 18Q: 3 clusters Score -872138.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -872176.000000 Penalty: 4357.096680
	Iteration 19Q: 3 clusters Score -872176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -872216.437500 Penalty: 4357.096680
	Iteration 20F: 3 clusters Score -872216.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -872241.437500 Penalty: 4357.096680
	Iteration 21Q: 3 clusters Score -872241.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -872264.750000 Penalty: 4357.096680
	Iteration 22Q: 3 clusters Score -872264.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -872287.937500 Penalty: 4357.096680
	Iteration 23Q: 3 clusters Score -872287.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -872310.312500 Penalty: 4357.096680
	Iteration 24Q: 3 clusters Score -872310.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -872325.687500 Penalty: 4357.096680
	Iteration 25Q: 3 clusters Score -872325.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -872336.812500 Penalty: 4357.096680
	Iteration 26Q: 3 clusters Score -872336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -872346.875000 Penalty: 4357.096680
	Iteration 27Q: 3 clusters Score -872346.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -872357.750000 Penalty: 4357.096680
	Iteration 28Q: 3 clusters Score -872357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -872367.375000 Penalty: 4357.096680
	Iteration 29Q: 3 clusters Score -872367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -872374.375000 Penalty: 4357.096680
	Iteration 30Q: 3 clusters Score -872374.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -872384.812500 Penalty: 4357.096680
	Iteration 31Q: 3 clusters Score -872384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -872390.687500 Penalty: 4357.096680
	Iteration 32Q: 3 clusters Score -872390.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -872395.750000 Penalty: 4357.096680
	Iteration 33Q: 3 clusters Score -872395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -872395.750000 Penalty: 4357.096680
	Iteration 34Q: 3 clusters Score -872395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -872400.875000 Penalty: 4357.096680
	Iteration 35Q: 3 clusters Score -872400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -872401.937500 Penalty: 4357.096680
	Iteration 36Q: 3 clusters Score -872401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -872406.875000 Penalty: 4357.096680
	Iteration 37Q: 3 clusters Score -872406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -872410.625000 Penalty: 4357.096680
	Iteration 38Q: 3 clusters Score -872410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -872415.000000 Penalty: 4357.096680
	Iteration 39Q: 3 clusters Score -872415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -872418.875000 Penalty: 4357.096680
	Iteration 40F: 3 clusters Score -872418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -872423.625000 Penalty: 4357.096680
	Iteration 41Q: 3 clusters Score -872423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -872431.562500 Penalty: 4357.096680
	Iteration 42Q: 3 clusters Score -872431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -872435.875000 Penalty: 4357.096680
	Iteration 43Q: 3 clusters Score -872435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -872441.000000 Penalty: 4357.096680
	Iteration 44Q: 3 clusters Score -872441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -872442.625000 Penalty: 4357.096680
	Iteration 45Q: 3 clusters Score -872442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -872447.875000 Penalty: 4357.096680
	Iteration 46Q: 3 clusters Score -872447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -872453.625000 Penalty: 4357.096680
	Iteration 47Q: 3 clusters Score -872453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -872457.750000 Penalty: 4357.096680
	Iteration 48Q: 3 clusters Score -872457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -872465.875000 Penalty: 4357.096680
	Iteration 49Q: 3 clusters Score -872465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -872472.437500 Penalty: 4357.096680
	Iteration 50Q: 3 clusters Score -872472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -872476.437500 Penalty: 4357.096680
	Iteration 51Q: 3 clusters Score -872476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -872478.250000 Penalty: 4357.096680
	Iteration 52Q: 3 clusters Score -872478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -872481.062500 Penalty: 4357.096680
	Iteration 53Q: 3 clusters Score -872481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -872481.437500 Penalty: 4357.096680
	Iteration 54Q: 3 clusters Score -872481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -872481.937500 Penalty: 4357.096680
	Iteration 55Q: 3 clusters Score -872481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -872486.750000 Penalty: 4357.096680
	Iteration 56Q: 3 clusters Score -872486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -872487.875000 Penalty: 4357.096680
	Iteration 57Q: 3 clusters Score -872487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -872489.750000 Penalty: 4357.096680
	Iteration 58Q: 3 clusters Score -872489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -872489.062500 Penalty: 4357.096680
	Iteration 59Q: 3 clusters Score -872489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -872490.062500 Penalty: 4357.096680
	Iteration 60F: 3 clusters Score -872490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -872493.625000 Penalty: 4357.096680
	Iteration 61Q: 3 clusters Score -872493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -872493.687500 Penalty: 4357.096680
	Iteration 62Q: 3 clusters Score -872493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -872493.812500 Penalty: 4357.096680
	Iteration 63Q: 3 clusters Score -872493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -872494.687500 Penalty: 4357.096680
	Iteration 64Q: 3 clusters Score -872494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -872496.937500 Penalty: 4357.096680
	Iteration 65Q: 3 clusters Score -872496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -872499.062500 Penalty: 4357.096680
	Iteration 66Q: 3 clusters Score -872499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -872500.312500 Penalty: 4357.096680
	Iteration 67Q: 3 clusters Score -872500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -872501.750000 Penalty: 4357.096680
	Iteration 68Q: 3 clusters Score -872501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -872502.375000 Penalty: 4357.096680
	Iteration 69Q: 3 clusters Score -872502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -872502.375000 Penalty: 4357.096680
	Iteration 70F: 3 clusters Score -872502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Entering Unmasked Estep 
Score: -2909537.500000 Penalty: 2468.648682
	Iteration 0F: 2 clusters Score -2909538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2894791.500000 Penalty: 4937.297363
	Iteration 0F: 3 clusters Score -2894792 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2899825.750000 Penalty: 4937.297363
	Iteration 1F: 3 clusters Score -2899826 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2900294.500000 Penalty: 4937.297363
	Iteration 2F: 3 clusters Score -2900294 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2900684.000000 Penalty: 4937.297363
	Iteration 3Q: 3 clusters Score -2900684 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2901097.500000 Penalty: 4937.297363
	Iteration 4Q: 3 clusters Score -2901098 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2901578.250000 Penalty: 4937.297363
	Iteration 5Q: 3 clusters Score -2901578 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2902223.000000 Penalty: 4937.297363
	Iteration 6F: 3 clusters Score -2902223 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2903009.250000 Penalty: 4937.297363
	Iteration 7F: 3 clusters Score -2903009 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2903933.000000 Penalty: 4937.297363
	Iteration 8F: 3 clusters Score -2903933 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2904917.500000 Penalty: 4937.297363
	Iteration 9F: 3 clusters Score -2904918 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2905730.750000 Penalty: 4937.297363
	Iteration 10Q: 3 clusters Score -2905731 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2906336.750000 Penalty: 4937.297363
	Iteration 11Q: 3 clusters Score -2906337 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2906721.500000 Penalty: 4937.297363
	Iteration 12Q: 3 clusters Score -2906722 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2906986.250000 Penalty: 4937.297363
	Iteration 13Q: 3 clusters Score -2906986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2907139.250000 Penalty: 4937.297363
	Iteration 14Q: 3 clusters Score -2907139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2907257.250000 Penalty: 4937.297363
	Iteration 15Q: 3 clusters Score -2907257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2907333.000000 Penalty: 4937.297363
	Iteration 16Q: 3 clusters Score -2907333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2907387.000000 Penalty: 4937.297363
	Iteration 17Q: 3 clusters Score -2907387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2907429.500000 Penalty: 4937.297363
	Iteration 18Q: 3 clusters Score -2907430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2907461.000000 Penalty: 4937.297363
	Iteration 19Q: 3 clusters Score -2907461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2907476.750000 Penalty: 4937.297363
	Iteration 20F: 3 clusters Score -2907477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2907494.000000 Penalty: 4937.297363
	Iteration 21Q: 3 clusters Score -2907494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2907498.500000 Penalty: 4937.297363
	Iteration 22Q: 3 clusters Score -2907498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2907508.250000 Penalty: 4937.297363
	Iteration 23Q: 3 clusters Score -2907508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2907518.250000 Penalty: 4937.297363
	Iteration 24Q: 3 clusters Score -2907518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2907521.000000 Penalty: 4937.297363
	Iteration 25Q: 3 clusters Score -2907521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2907525.500000 Penalty: 4937.297363
	Iteration 26Q: 3 clusters Score -2907526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2907523.250000 Penalty: 4937.297363
	Iteration 27Q: 3 clusters Score -2907523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2907526.750000 Penalty: 4937.297363
	Iteration 28Q: 3 clusters Score -2907527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2907530.000000 Penalty: 4937.297363
	Iteration 29Q: 3 clusters Score -2907530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2907531.750000 Penalty: 4937.297363
	Iteration 30Q: 3 clusters Score -2907532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2907532.000000 Penalty: 4937.297363
	Iteration 31Q: 3 clusters Score -2907532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2907535.000000 Penalty: 4937.297363
	Iteration 32Q: 3 clusters Score -2907535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2907534.000000 Penalty: 4937.297363
	Iteration 33Q: 3 clusters Score -2907534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2907535.250000 Penalty: 4937.297363
	Iteration 34Q: 3 clusters Score -2907535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2907537.500000 Penalty: 4937.297363
	Iteration 35Q: 3 clusters Score -2907538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2907538.000000 Penalty: 4937.297363
	Iteration 36Q: 3 clusters Score -2907538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2907536.500000 Penalty: 4937.297363
	Iteration 37Q: 3 clusters Score -2907536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2907536.250000 Penalty: 4937.297363
	Iteration 38Q: 3 clusters Score -2907536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2907540.250000 Penalty: 4937.297363
	Iteration 39Q: 3 clusters Score -2907540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2907541.500000 Penalty: 4937.297363
	Iteration 40F: 3 clusters Score -2907542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2907544.250000 Penalty: 4937.297363
	Iteration 41Q: 3 clusters Score -2907544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2907545.750000 Penalty: 4937.297363
	Iteration 42Q: 3 clusters Score -2907546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2907543.250000 Penalty: 4937.297363
	Iteration 43Q: 3 clusters Score -2907543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2907543.250000 Penalty: 4937.297363
	Iteration 44F: 3 clusters Score -2907543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Entering Unmasked Estep 
Score: -3683345.750000 Penalty: 2544.906982
	Iteration 0F: 2 clusters Score -3683346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3663609.250000 Penalty: 5089.813965
	Iteration 0F: 3 clusters Score -3663609 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3670673.000000 Penalty: 5089.813965
	Iteration 1F: 3 clusters Score -3670673 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3671226.000000 Penalty: 5089.813965
	Iteration 2F: 3 clusters Score -3671226 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3671702.750000 Penalty: 5089.813965
	Iteration 3Q: 3 clusters Score -3671703 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3672224.000000 Penalty: 5089.813965
	Iteration 4Q: 3 clusters Score -3672224 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3672760.000000 Penalty: 5089.813965
	Iteration 5Q: 3 clusters Score -3672760 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3673288.250000 Penalty: 5089.813965
	Iteration 6Q: 3 clusters Score -3673288 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3673849.000000 Penalty: 5089.813965
	Iteration 7Q: 3 clusters Score -3673849 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3674392.500000 Penalty: 5089.813965
	Iteration 8Q: 3 clusters Score -3674392 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3674982.750000 Penalty: 5089.813965
	Iteration 9Q: 3 clusters Score -3674983 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3675582.750000 Penalty: 5089.813965
	Iteration 10Q: 3 clusters Score -3675583 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3676188.500000 Penalty: 5089.813965
	Iteration 11Q: 3 clusters Score -3676188 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3676941.750000 Penalty: 5089.813965
	Iteration 12Q: 3 clusters Score -3676942 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3677711.000000 Penalty: 5089.813965
	Iteration 13Q: 3 clusters Score -3677711 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3678466.000000 Penalty: 5089.813965
	Iteration 14Q: 3 clusters Score -3678466 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3679165.500000 Penalty: 5089.813965
	Iteration 15Q: 3 clusters Score -3679166 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3679753.000000 Penalty: 5089.813965
	Iteration 16Q: 3 clusters Score -3679753 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3680202.500000 Penalty: 5089.813965
	Iteration 17Q: 3 clusters Score -3680202 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3680558.500000 Penalty: 5089.813965
	Iteration 18Q: 3 clusters Score -3680558 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3680882.500000 Penalty: 5089.813965
	Iteration 19Q: 3 clusters Score -3680882 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3681125.250000 Penalty: 5089.813965
	Iteration 20F: 3 clusters Score -3681125 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3681326.750000 Penalty: 5089.813965
	Iteration 21Q: 3 clusters Score -3681327 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3681520.750000 Penalty: 5089.813965
	Iteration 22Q: 3 clusters Score -3681521 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3681691.000000 Penalty: 5089.813965
	Iteration 23Q: 3 clusters Score -3681691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3681800.750000 Penalty: 5089.813965
	Iteration 24Q: 3 clusters Score -3681801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3681881.500000 Penalty: 5089.813965
	Iteration 25Q: 3 clusters Score -3681882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3681950.750000 Penalty: 5089.813965
	Iteration 26Q: 3 clusters Score -3681951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3681988.000000 Penalty: 5089.813965
	Iteration 27Q: 3 clusters Score -3681988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3682033.750000 Penalty: 5089.813965
	Iteration 28Q: 3 clusters Score -3682034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3682078.250000 Penalty: 5089.813965
	Iteration 29Q: 3 clusters Score -3682078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3682099.250000 Penalty: 5089.813965
	Iteration 30Q: 3 clusters Score -3682099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3682123.500000 Penalty: 5089.813965
	Iteration 31Q: 3 clusters Score -3682124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3682126.750000 Penalty: 5089.813965
	Iteration 32Q: 3 clusters Score -3682127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3682132.000000 Penalty: 5089.813965
	Iteration 33Q: 3 clusters Score -3682132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3682129.500000 Penalty: 5089.813965
	Iteration 34Q: 3 clusters Score -3682130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3682131.000000 Penalty: 5089.813965
	Iteration 35Q: 3 clusters Score -3682131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3682137.000000 Penalty: 5089.813965
	Iteration 36Q: 3 clusters Score -3682137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3682134.000000 Penalty: 5089.813965
	Iteration 37Q: 3 clusters Score -3682134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3682137.500000 Penalty: 5089.813965
	Iteration 38Q: 3 clusters Score -3682138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3682137.500000 Penalty: 5089.813965
	Iteration 39Q: 3 clusters Score -3682138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3682139.250000 Penalty: 5089.813965
	Iteration 40F: 3 clusters Score -3682139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Entering Unmasked Estep 
Score: -10043327.000000 Penalty: 2784.458008
	Iteration 0F: 2 clusters Score -1.004333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9993021.000000 Penalty: 5568.916016
	Iteration 0F: 3 clusters Score -9993021 nChanged 35332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -10012811.000000 Penalty: 5568.916016
	Iteration 1F: 3 clusters Score -1.001281e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -10013879.000000 Penalty: 5568.916016
	Iteration 2Q: 3 clusters Score -1.001388e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -10015323.000000 Penalty: 5568.916016
	Iteration 3Q: 3 clusters Score -1.001532e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -10017411.000000 Penalty: 5568.916016
	Iteration 4F: 3 clusters Score -1.001741e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -10020096.000000 Penalty: 5568.916016
	Iteration 5F: 3 clusters Score -1.00201e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -10022904.000000 Penalty: 5568.916016
	Iteration 6F: 3 clusters Score -1.00229e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -10025639.000000 Penalty: 5568.916016
	Iteration 7F: 3 clusters Score -1.002564e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -10028039.000000 Penalty: 5568.916016
	Iteration 8F: 3 clusters Score -1.002804e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -10030496.000000 Penalty: 5568.916016
	Iteration 9Q: 3 clusters Score -1.00305e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -10033161.000000 Penalty: 5568.916016
	Iteration 10Q: 3 clusters Score -1.003316e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -10035716.000000 Penalty: 5568.916016
	Iteration 11Q: 3 clusters Score -1.003572e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10037912.000000 Penalty: 5568.916016
	Iteration 12Q: 3 clusters Score -1.003791e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10039340.000000 Penalty: 5568.916016
	Iteration 13Q: 3 clusters Score -1.003934e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10040109.000000 Penalty: 5568.916016
	Iteration 14Q: 3 clusters Score -1.004011e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10040476.000000 Penalty: 5568.916016
	Iteration 15Q: 3 clusters Score -1.004048e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10040632.000000 Penalty: 5568.916016
	Iteration 16Q: 3 clusters Score -1.004063e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10040705.000000 Penalty: 5568.916016
	Iteration 17Q: 3 clusters Score -1.00407e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10040776.000000 Penalty: 5568.916016
	Iteration 18Q: 3 clusters Score -1.004078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10040803.000000 Penalty: 5568.916016
	Iteration 19Q: 3 clusters Score -1.00408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10040822.000000 Penalty: 5568.916016
	Iteration 20F: 3 clusters Score -1.004082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10040848.000000 Penalty: 5568.916016
	Iteration 21Q: 3 clusters Score -1.004085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10040869.000000 Penalty: 5568.916016
	Iteration 22Q: 3 clusters Score -1.004087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10040886.000000 Penalty: 5568.916016
	Iteration 23Q: 3 clusters Score -1.004089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10040893.000000 Penalty: 5568.916016
	Iteration 24Q: 3 clusters Score -1.004089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10040902.000000 Penalty: 5568.916016
	Iteration 25Q: 3 clusters Score -1.00409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10040912.000000 Penalty: 5568.916016
	Iteration 26Q: 3 clusters Score -1.004091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10040920.000000 Penalty: 5568.916016
	Iteration 27Q: 3 clusters Score -1.004092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10040922.000000 Penalty: 5568.916016
	Iteration 28Q: 3 clusters Score -1.004092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10040927.000000 Penalty: 5568.916016
	Iteration 29Q: 3 clusters Score -1.004093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10040928.000000 Penalty: 5568.916016
	Iteration 30Q: 3 clusters Score -1.004093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10040925.000000 Penalty: 5568.916016
	Iteration 31Q: 3 clusters Score -1.004092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10040938.000000 Penalty: 5568.916016
	Iteration 32Q: 3 clusters Score -1.004094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10040940.000000 Penalty: 5568.916016
	Iteration 33Q: 3 clusters Score -1.004094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10040937.000000 Penalty: 5568.916016
	Iteration 34Q: 3 clusters Score -1.004094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10040934.000000 Penalty: 5568.916016
	Iteration 35Q: 3 clusters Score -1.004093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10040933.000000 Penalty: 5568.916016
	Iteration 36Q: 3 clusters Score -1.004093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10040943.000000 Penalty: 5568.916016
	Iteration 37Q: 3 clusters Score -1.004094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10040943.000000 Penalty: 5568.916016
	Iteration 38F: 3 clusters Score -1.004094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Entering Unmasked Estep 
Score: -10559134.000000 Penalty: 2790.512451
	Iteration 0F: 2 clusters Score -1.055913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -10507598.000000 Penalty: 5581.024902
	Iteration 0F: 3 clusters Score -1.05076e+07 nChanged 36054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -10528322.000000 Penalty: 5581.024902
	Iteration 1F: 3 clusters Score -1.052832e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -10529024.000000 Penalty: 5581.024902
	Iteration 2Q: 3 clusters Score -1.052902e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -10529836.000000 Penalty: 5581.024902
	Iteration 3Q: 3 clusters Score -1.052984e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -10530881.000000 Penalty: 5581.024902
	Iteration 4Q: 3 clusters Score -1.053088e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -10532202.000000 Penalty: 5581.024902
	Iteration 5Q: 3 clusters Score -1.05322e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10533830.000000 Penalty: 5581.024902
	Iteration 6Q: 3 clusters Score -1.053383e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -10535873.000000 Penalty: 5581.024902
	Iteration 7Q: 3 clusters Score -1.053587e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -10537992.000000 Penalty: 5581.024902
	Iteration 8F: 3 clusters Score -1.053799e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -10540482.000000 Penalty: 5581.024902
	Iteration 9F: 3 clusters Score -1.054048e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -10542716.000000 Penalty: 5581.024902
	Iteration 10F: 3 clusters Score -1.054272e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -10544562.000000 Penalty: 5581.024902
	Iteration 11Q: 3 clusters Score -1.054456e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -10545782.000000 Penalty: 5581.024902
	Iteration 12Q: 3 clusters Score -1.054578e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -10546499.000000 Penalty: 5581.024902
	Iteration 13Q: 3 clusters Score -1.05465e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -10546958.000000 Penalty: 5581.024902
	Iteration 14Q: 3 clusters Score -1.054696e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -10547283.000000 Penalty: 5581.024902
	Iteration 15Q: 3 clusters Score -1.054728e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -10547501.000000 Penalty: 5581.024902
	Iteration 16Q: 3 clusters Score -1.05475e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -10547677.000000 Penalty: 5581.024902
	Iteration 17Q: 3 clusters Score -1.054768e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -10547843.000000 Penalty: 5581.024902
	Iteration 18Q: 3 clusters Score -1.054784e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -10547970.000000 Penalty: 5581.024902
	Iteration 19Q: 3 clusters Score -1.054797e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -10548134.000000 Penalty: 5581.024902
	Iteration 20F: 3 clusters Score -1.054813e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -10548280.000000 Penalty: 5581.024902
	Iteration 21Q: 3 clusters Score -1.054828e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -10548466.000000 Penalty: 5581.024902
	Iteration 22Q: 3 clusters Score -1.054847e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -10548640.000000 Penalty: 5581.024902
	Iteration 23Q: 3 clusters Score -1.054864e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -10548826.000000 Penalty: 5581.024902
	Iteration 24Q: 3 clusters Score -1.054883e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -10549052.000000 Penalty: 5581.024902
	Iteration 25Q: 3 clusters Score -1.054905e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -10549237.000000 Penalty: 5581.024902
	Iteration 26Q: 3 clusters Score -1.054924e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -10549444.000000 Penalty: 5581.024902
	Iteration 27Q: 3 clusters Score -1.054944e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -10549647.000000 Penalty: 5581.024902
	Iteration 28Q: 3 clusters Score -1.054965e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -10549961.000000 Penalty: 5581.024902
	Iteration 29Q: 3 clusters Score -1.054996e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -10550254.000000 Penalty: 5581.024902
	Iteration 30Q: 3 clusters Score -1.055025e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -10550644.000000 Penalty: 5581.024902
	Iteration 31Q: 3 clusters Score -1.055064e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -10551054.000000 Penalty: 5581.024902
	Iteration 32Q: 3 clusters Score -1.055105e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -10551512.000000 Penalty: 5581.024902
	Iteration 33Q: 3 clusters Score -1.055151e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -10551986.000000 Penalty: 5581.024902
	Iteration 34Q: 3 clusters Score -1.055199e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -10552543.000000 Penalty: 5581.024902
	Iteration 35Q: 3 clusters Score -1.055254e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -10553047.000000 Penalty: 5581.024902
	Iteration 36Q: 3 clusters Score -1.055305e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -10553491.000000 Penalty: 5581.024902
	Iteration 37Q: 3 clusters Score -1.055349e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -10553924.000000 Penalty: 5581.024902
	Iteration 38Q: 3 clusters Score -1.055392e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -10554335.000000 Penalty: 5581.024902
	Iteration 39Q: 3 clusters Score -1.055434e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -10554699.000000 Penalty: 5581.024902
	Iteration 40F: 3 clusters Score -1.05547e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -10555042.000000 Penalty: 5581.024902
	Iteration 41Q: 3 clusters Score -1.055504e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -10555313.000000 Penalty: 5581.024902
	Iteration 42Q: 3 clusters Score -1.055531e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -10555566.000000 Penalty: 5581.024902
	Iteration 43Q: 3 clusters Score -1.055557e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -10555782.000000 Penalty: 5581.024902
	Iteration 44Q: 3 clusters Score -1.055578e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -10555945.000000 Penalty: 5581.024902
	Iteration 45Q: 3 clusters Score -1.055594e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -10556105.000000 Penalty: 5581.024902
	Iteration 46Q: 3 clusters Score -1.05561e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10556208.000000 Penalty: 5581.024902
	Iteration 47Q: 3 clusters Score -1.055621e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -10556302.000000 Penalty: 5581.024902
	Iteration 48Q: 3 clusters Score -1.05563e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10556333.000000 Penalty: 5581.024902
	Iteration 49Q: 3 clusters Score -1.055633e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10556424.000000 Penalty: 5581.024902
	Iteration 50Q: 3 clusters Score -1.055642e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -10556512.000000 Penalty: 5581.024902
	Iteration 51Q: 3 clusters Score -1.055651e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -10556575.000000 Penalty: 5581.024902
	Iteration 52Q: 3 clusters Score -1.055658e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -10556577.000000 Penalty: 5581.024902
	Iteration 53Q: 3 clusters Score -1.055658e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10556638.000000 Penalty: 5581.024902
	Iteration 54Q: 3 clusters Score -1.055664e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10556654.000000 Penalty: 5581.024902
	Iteration 55Q: 3 clusters Score -1.055665e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10556664.000000 Penalty: 5581.024902
	Iteration 56Q: 3 clusters Score -1.055666e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10556688.000000 Penalty: 5581.024902
	Iteration 57Q: 3 clusters Score -1.055669e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -10556711.000000 Penalty: 5581.024902
	Iteration 58Q: 3 clusters Score -1.055671e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -10556757.000000 Penalty: 5581.024902
	Iteration 59Q: 3 clusters Score -1.055676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10556776.000000 Penalty: 5581.024902
	Iteration 60F: 3 clusters Score -1.055678e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10556808.000000 Penalty: 5581.024902
	Iteration 61Q: 3 clusters Score -1.055681e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10556831.000000 Penalty: 5581.024902
	Iteration 62Q: 3 clusters Score -1.055683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -10556849.000000 Penalty: 5581.024902
	Iteration 63Q: 3 clusters Score -1.055685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10556849.000000 Penalty: 5581.024902
	Iteration 64Q: 3 clusters Score -1.055685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -10556862.000000 Penalty: 5581.024902
	Iteration 65Q: 3 clusters Score -1.055686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10556871.000000 Penalty: 5581.024902
	Iteration 66Q: 3 clusters Score -1.055687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -10556886.000000 Penalty: 5581.024902
	Iteration 67Q: 3 clusters Score -1.055689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10556878.000000 Penalty: 5581.024902
	Iteration 68Q: 3 clusters Score -1.055688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10556882.000000 Penalty: 5581.024902
	Iteration 69Q: 3 clusters Score -1.055688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10556894.000000 Penalty: 5581.024902
	Iteration 70Q: 3 clusters Score -1.055689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10556902.000000 Penalty: 5581.024902
	Iteration 71Q: 3 clusters Score -1.05569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10556905.000000 Penalty: 5581.024902
	Iteration 72Q: 3 clusters Score -1.05569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10556908.000000 Penalty: 5581.024902
	Iteration 73Q: 3 clusters Score -1.055691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10556915.000000 Penalty: 5581.024902
	Iteration 74Q: 3 clusters Score -1.055692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10556912.000000 Penalty: 5581.024902
	Iteration 75Q: 3 clusters Score -1.055691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10556916.000000 Penalty: 5581.024902
	Iteration 76Q: 3 clusters Score -1.055692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10556919.000000 Penalty: 5581.024902
	Iteration 77Q: 3 clusters Score -1.055692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10556933.000000 Penalty: 5581.024902
	Iteration 78Q: 3 clusters Score -1.055693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10556924.000000 Penalty: 5581.024902
	Iteration 79Q: 3 clusters Score -1.055692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10556931.000000 Penalty: 5581.024902
	Iteration 80F: 3 clusters Score -1.055693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -10556919.000000 Penalty: 5581.024902
	Iteration 81Q: 3 clusters Score -1.055692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10556919.000000 Penalty: 5581.024902
	Iteration 82Q: 3 clusters Score -1.055692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10556910.000000 Penalty: 5581.024902
	Iteration 83Q: 3 clusters Score -1.055691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10556906.000000 Penalty: 5581.024902
	Iteration 84Q: 3 clusters Score -1.055691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10556913.000000 Penalty: 5581.024902
	Iteration 85Q: 3 clusters Score -1.055691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10556906.000000 Penalty: 5581.024902
	Iteration 86Q: 3 clusters Score -1.055691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10556912.000000 Penalty: 5581.024902
	Iteration 87Q: 3 clusters Score -1.055691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10556907.000000 Penalty: 5581.024902
	Iteration 88Q: 3 clusters Score -1.055691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10556903.000000 Penalty: 5581.024902
	Iteration 89Q: 3 clusters Score -1.05569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10556891.000000 Penalty: 5581.024902
	Iteration 90Q: 3 clusters Score -1.055689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10556884.000000 Penalty: 5581.024902
	Iteration 91Q: 3 clusters Score -1.055688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10556891.000000 Penalty: 5581.024902
	Iteration 92Q: 3 clusters Score -1.055689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10556899.000000 Penalty: 5581.024902
	Iteration 93Q: 3 clusters Score -1.05569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -10556896.000000 Penalty: 5581.024902
	Iteration 94Q: 3 clusters Score -1.05569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10556900.000000 Penalty: 5581.024902
	Iteration 95Q: 3 clusters Score -1.05569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10556906.000000 Penalty: 5581.024902
	Iteration 96Q: 3 clusters Score -1.055691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10556899.000000 Penalty: 5581.024902
	Iteration 97Q: 3 clusters Score -1.05569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10556903.000000 Penalty: 5581.024902
	Iteration 98Q: 3 clusters Score -1.05569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10556900.000000 Penalty: 5581.024902
	Iteration 99Q: 3 clusters Score -1.05569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10556901.000000 Penalty: 5581.024902
	Iteration 100F: 3 clusters Score -1.05569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10556908.000000 Penalty: 5581.024902
	Iteration 101Q: 3 clusters Score -1.055691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10556896.000000 Penalty: 5581.024902
	Iteration 102Q: 3 clusters Score -1.05569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10556896.000000 Penalty: 5581.024902
	Iteration 103Q: 3 clusters Score -1.05569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10556895.000000 Penalty: 5581.024902
	Iteration 104Q: 3 clusters Score -1.05569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10556895.000000 Penalty: 5581.024902
	Iteration 105F: 3 clusters Score -1.05569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -324639.531250 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -324639.5 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 1238 members 
Entering Unmasked Estep 
Score: -321756.843750 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -321756.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -322274.718750 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -322274.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -322414.718750 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -322414.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322496.875000 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -322496.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -322548.406250 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -322548.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -322576.312500 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -322576.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322594.843750 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -322594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -322609.937500 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -322609.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -322625.843750 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -322625.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322638.031250 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -322638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -322649.375000 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -322649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -322658.500000 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -322658.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -322665.468750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -322665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322674.531250 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -322674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322689.437500 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -322689.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -322715.500000 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -322715.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322736.281250 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -322736.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -322763.312500 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -322763.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -322791.250000 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -322791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -322821.468750 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -322821.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -322852.687500 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -322852.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -322883.781250 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -322883.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322912.531250 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -322912.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -322940.593750 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -322940.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -322965.218750 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -322965.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -322991.750000 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -322991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -323014.000000 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -323014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -323044.687500 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -323044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -323065.000000 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -323065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -323077.687500 Penalty: 3865.209961
	Iteration 29Q: 3 clusters Score -323077.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -323098.875000 Penalty: 3865.209961
	Iteration 30Q: 3 clusters Score -323098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -323108.937500 Penalty: 3865.209961
	Iteration 31Q: 3 clusters Score -323108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -323112.750000 Penalty: 3865.209961
	Iteration 32Q: 3 clusters Score -323112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -323116.312500 Penalty: 3865.209961
	Iteration 33Q: 3 clusters Score -323116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -323119.406250 Penalty: 3865.209961
	Iteration 34Q: 3 clusters Score -323119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -323125.625000 Penalty: 3865.209961
	Iteration 35Q: 3 clusters Score -323125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -323137.187500 Penalty: 3865.209961
	Iteration 36Q: 3 clusters Score -323137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -323153.593750 Penalty: 3865.209961
	Iteration 37Q: 3 clusters Score -323153.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -323162.375000 Penalty: 3865.209961
	Iteration 38Q: 3 clusters Score -323162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -323164.937500 Penalty: 3865.209961
	Iteration 39Q: 3 clusters Score -323164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -323166.437500 Penalty: 3865.209961
	Iteration 40F: 3 clusters Score -323166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -323170.531250 Penalty: 3865.209961
	Iteration 41Q: 3 clusters Score -323170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -323173.656250 Penalty: 3865.209961
	Iteration 42Q: 3 clusters Score -323173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -323177.812500 Penalty: 3865.209961
	Iteration 43Q: 3 clusters Score -323177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -323180.906250 Penalty: 3865.209961
	Iteration 44Q: 3 clusters Score -323180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -323186.718750 Penalty: 3865.209961
	Iteration 45Q: 3 clusters Score -323186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -323192.906250 Penalty: 3865.209961
	Iteration 46Q: 3 clusters Score -323192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -323195.125000 Penalty: 3865.209961
	Iteration 47Q: 3 clusters Score -323195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -323196.656250 Penalty: 3865.209961
	Iteration 48Q: 3 clusters Score -323196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -323198.218750 Penalty: 3865.209961
	Iteration 49Q: 3 clusters Score -323198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -323199.781250 Penalty: 3865.209961
	Iteration 50Q: 3 clusters Score -323199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -323200.687500 Penalty: 3865.209961
	Iteration 51Q: 3 clusters Score -323200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -323201.968750 Penalty: 3865.209961
	Iteration 52Q: 3 clusters Score -323202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -323201.968750 Penalty: 3865.209961
	Iteration 53F: 3 clusters Score -323202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2445917.500000 Penalty: 2426.299072
	Iteration 0F: 2 clusters Score -2445918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2433336.750000 Penalty: 4852.598145
	Iteration 0F: 3 clusters Score -2433337 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2437446.750000 Penalty: 4852.598145
	Iteration 1F: 3 clusters Score -2437447 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2437807.750000 Penalty: 4852.598145
	Iteration 2F: 3 clusters Score -2437808 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2438130.250000 Penalty: 4852.598145
	Iteration 3Q: 3 clusters Score -2438130 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2438445.250000 Penalty: 4852.598145
	Iteration 4Q: 3 clusters Score -2438445 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2438801.250000 Penalty: 4852.598145
	Iteration 5Q: 3 clusters Score -2438801 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2439230.250000 Penalty: 4852.598145
	Iteration 6Q: 3 clusters Score -2439230 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2439828.250000 Penalty: 4852.598145
	Iteration 7F: 3 clusters Score -2439828 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2440627.000000 Penalty: 4852.598145
	Iteration 8F: 3 clusters Score -2440627 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2441477.500000 Penalty: 4852.598145
	Iteration 9F: 3 clusters Score -2441478 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2442264.750000 Penalty: 4852.598145
	Iteration 10F: 3 clusters Score -2442265 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2442972.000000 Penalty: 4852.598145
	Iteration 11Q: 3 clusters Score -2442972 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2443545.250000 Penalty: 4852.598145
	Iteration 12Q: 3 clusters Score -2443545 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2443971.000000 Penalty: 4852.598145
	Iteration 13Q: 3 clusters Score -2443971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2444239.250000 Penalty: 4852.598145
	Iteration 14Q: 3 clusters Score -2444239 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2444392.750000 Penalty: 4852.598145
	Iteration 15Q: 3 clusters Score -2444393 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2444511.750000 Penalty: 4852.598145
	Iteration 16Q: 3 clusters Score -2444512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2444582.250000 Penalty: 4852.598145
	Iteration 17Q: 3 clusters Score -2444582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2444618.250000 Penalty: 4852.598145
	Iteration 18Q: 3 clusters Score -2444618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2444640.250000 Penalty: 4852.598145
	Iteration 19Q: 3 clusters Score -2444640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2444667.500000 Penalty: 4852.598145
	Iteration 20F: 3 clusters Score -2444668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2444672.250000 Penalty: 4852.598145
	Iteration 21Q: 3 clusters Score -2444672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2444676.250000 Penalty: 4852.598145
	Iteration 22Q: 3 clusters Score -2444676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2444680.000000 Penalty: 4852.598145
	Iteration 23Q: 3 clusters Score -2444680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2444679.500000 Penalty: 4852.598145
	Iteration 24Q: 3 clusters Score -2444680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2444680.500000 Penalty: 4852.598145
	Iteration 25Q: 3 clusters Score -2444680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2444681.500000 Penalty: 4852.598145
	Iteration 26Q: 3 clusters Score -2444682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2444677.750000 Penalty: 4852.598145
	Iteration 27Q: 3 clusters Score -2444678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2444683.250000 Penalty: 4852.598145
	Iteration 28Q: 3 clusters Score -2444683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2444683.250000 Penalty: 4852.598145
	Iteration 29F: 3 clusters Score -2444683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Entering Unmasked Estep 
Score: -4547532.000000 Penalty: 2585.808594
	Iteration 0F: 2 clusters Score -4547532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4524484.500000 Penalty: 5171.617188
	Iteration 0F: 3 clusters Score -4524484 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4532700.000000 Penalty: 5171.617188
	Iteration 1F: 3 clusters Score -4532700 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4533237.000000 Penalty: 5171.617188
	Iteration 2Q: 3 clusters Score -4533237 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4533761.000000 Penalty: 5171.617188
	Iteration 3Q: 3 clusters Score -4533761 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4534403.000000 Penalty: 5171.617188
	Iteration 4Q: 3 clusters Score -4534403 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4535182.500000 Penalty: 5171.617188
	Iteration 5Q: 3 clusters Score -4535182 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4536198.000000 Penalty: 5171.617188
	Iteration 6F: 3 clusters Score -4536198 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4537486.500000 Penalty: 5171.617188
	Iteration 7F: 3 clusters Score -4537486 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4539100.000000 Penalty: 5171.617188
	Iteration 8F: 3 clusters Score -4539100 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4540869.000000 Penalty: 5171.617188
	Iteration 9F: 3 clusters Score -4540869 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4542434.500000 Penalty: 5171.617188
	Iteration 10F: 3 clusters Score -4542434 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4543535.500000 Penalty: 5171.617188
	Iteration 11Q: 3 clusters Score -4543536 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4544268.500000 Penalty: 5171.617188
	Iteration 12Q: 3 clusters Score -4544268 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4544677.500000 Penalty: 5171.617188
	Iteration 13Q: 3 clusters Score -4544678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4544888.000000 Penalty: 5171.617188
	Iteration 14Q: 3 clusters Score -4544888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4545013.000000 Penalty: 5171.617188
	Iteration 15Q: 3 clusters Score -4545013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4545094.000000 Penalty: 5171.617188
	Iteration 16Q: 3 clusters Score -4545094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4545166.500000 Penalty: 5171.617188
	Iteration 17Q: 3 clusters Score -4545166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4545202.000000 Penalty: 5171.617188
	Iteration 18Q: 3 clusters Score -4545202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4545222.500000 Penalty: 5171.617188
	Iteration 19Q: 3 clusters Score -4545222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4545246.000000 Penalty: 5171.617188
	Iteration 20F: 3 clusters Score -4545246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4545250.500000 Penalty: 5171.617188
	Iteration 21Q: 3 clusters Score -4545250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4545264.500000 Penalty: 5171.617188
	Iteration 22Q: 3 clusters Score -4545264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4545267.500000 Penalty: 5171.617188
	Iteration 23Q: 3 clusters Score -4545268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4545281.000000 Penalty: 5171.617188
	Iteration 24Q: 3 clusters Score -4545281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4545294.000000 Penalty: 5171.617188
	Iteration 25Q: 3 clusters Score -4545294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4545296.000000 Penalty: 5171.617188
	Iteration 26Q: 3 clusters Score -4545296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4545298.000000 Penalty: 5171.617188
	Iteration 27Q: 3 clusters Score -4545298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4545300.000000 Penalty: 5171.617188
	Iteration 28Q: 3 clusters Score -4545300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4545300.500000 Penalty: 5171.617188
	Iteration 29Q: 3 clusters Score -4545300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4545300.500000 Penalty: 5171.617188
	Iteration 30Q: 3 clusters Score -4545300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4545300.500000 Penalty: 5171.617188
	Iteration 31F: 3 clusters Score -4545300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Entering Unmasked Estep 
Score: -2538233.250000 Penalty: 2435.089600
	Iteration 0F: 2 clusters Score -2538233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2525240.000000 Penalty: 4870.179199
	Iteration 0F: 3 clusters Score -2525240 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2529532.750000 Penalty: 4870.179199
	Iteration 1F: 3 clusters Score -2529533 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2529957.000000 Penalty: 4870.179199
	Iteration 2F: 3 clusters Score -2529957 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2530348.000000 Penalty: 4870.179199
	Iteration 3Q: 3 clusters Score -2530348 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2530780.750000 Penalty: 4870.179199
	Iteration 4Q: 3 clusters Score -2530781 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2531300.500000 Penalty: 4870.179199
	Iteration 5F: 3 clusters Score -2531300 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2532026.500000 Penalty: 4870.179199
	Iteration 6F: 3 clusters Score -2532026 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2532951.500000 Penalty: 4870.179199
	Iteration 7F: 3 clusters Score -2532952 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2533877.750000 Penalty: 4870.179199
	Iteration 8F: 3 clusters Score -2533878 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2534722.750000 Penalty: 4870.179199
	Iteration 9F: 3 clusters Score -2534723 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2535264.250000 Penalty: 4870.179199
	Iteration 10Q: 3 clusters Score -2535264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2535582.250000 Penalty: 4870.179199
	Iteration 11Q: 3 clusters Score -2535582 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2535768.750000 Penalty: 4870.179199
	Iteration 12Q: 3 clusters Score -2535769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2535880.250000 Penalty: 4870.179199
	Iteration 13Q: 3 clusters Score -2535880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2535945.750000 Penalty: 4870.179199
	Iteration 14Q: 3 clusters Score -2535946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2535995.500000 Penalty: 4870.179199
	Iteration 15Q: 3 clusters Score -2535996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2536033.000000 Penalty: 4870.179199
	Iteration 16Q: 3 clusters Score -2536033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2536055.750000 Penalty: 4870.179199
	Iteration 17Q: 3 clusters Score -2536056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2536066.500000 Penalty: 4870.179199
	Iteration 18Q: 3 clusters Score -2536066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2536071.750000 Penalty: 4870.179199
	Iteration 19Q: 3 clusters Score -2536072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2536071.750000 Penalty: 4870.179199
	Iteration 20F: 3 clusters Score -2536072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2536081.750000 Penalty: 4870.179199
	Iteration 21Q: 3 clusters Score -2536082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2536089.250000 Penalty: 4870.179199
	Iteration 22Q: 3 clusters Score -2536089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2536094.750000 Penalty: 4870.179199
	Iteration 23Q: 3 clusters Score -2536095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2536102.750000 Penalty: 4870.179199
	Iteration 24Q: 3 clusters Score -2536103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2536112.250000 Penalty: 4870.179199
	Iteration 25Q: 3 clusters Score -2536112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2536115.250000 Penalty: 4870.179199
	Iteration 26Q: 3 clusters Score -2536115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2536118.000000 Penalty: 4870.179199
	Iteration 27Q: 3 clusters Score -2536118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2536123.250000 Penalty: 4870.179199
	Iteration 28Q: 3 clusters Score -2536123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2536126.500000 Penalty: 4870.179199
	Iteration 29Q: 3 clusters Score -2536126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2536127.750000 Penalty: 4870.179199
	Iteration 30Q: 3 clusters Score -2536128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2536127.750000 Penalty: 4870.179199
	Iteration 31F: 3 clusters Score -2536128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -763500.312500 Penalty: 2148.043701
	Iteration 0F: 2 clusters Score -763500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -758484.875000 Penalty: 4296.087402
	Iteration 0F: 3 clusters Score -758484.9 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -759614.562500 Penalty: 4296.087402
	Iteration 1F: 3 clusters Score -759614.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -759843.312500 Penalty: 4296.087402
	Iteration 2F: 3 clusters Score -759843.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -760022.187500 Penalty: 4296.087402
	Iteration 3F: 3 clusters Score -760022.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -760224.000000 Penalty: 4296.087402
	Iteration 4Q: 3 clusters Score -760224 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -760526.687500 Penalty: 4296.087402
	Iteration 5F: 3 clusters Score -760526.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -760896.437500 Penalty: 4296.087402
	Iteration 6F: 3 clusters Score -760896.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -761313.437500 Penalty: 4296.087402
	Iteration 7F: 3 clusters Score -761313.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -761748.875000 Penalty: 4296.087402
	Iteration 8F: 3 clusters Score -761748.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -762109.125000 Penalty: 4296.087402
	Iteration 9F: 3 clusters Score -762109.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -762314.625000 Penalty: 4296.087402
	Iteration 10Q: 3 clusters Score -762314.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -762399.687500 Penalty: 4296.087402
	Iteration 11Q: 3 clusters Score -762399.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -762441.312500 Penalty: 4296.087402
	Iteration 12Q: 3 clusters Score -762441.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -762464.687500 Penalty: 4296.087402
	Iteration 13Q: 3 clusters Score -762464.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -762478.937500 Penalty: 4296.087402
	Iteration 14Q: 3 clusters Score -762478.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -762488.000000 Penalty: 4296.087402
	Iteration 15Q: 3 clusters Score -762488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -762497.437500 Penalty: 4296.087402
	Iteration 16Q: 3 clusters Score -762497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -762504.562500 Penalty: 4296.087402
	Iteration 17Q: 3 clusters Score -762504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -762511.500000 Penalty: 4296.087402
	Iteration 18Q: 3 clusters Score -762511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -762513.625000 Penalty: 4296.087402
	Iteration 19Q: 3 clusters Score -762513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -762517.500000 Penalty: 4296.087402
	Iteration 20F: 3 clusters Score -762517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -762519.125000 Penalty: 4296.087402
	Iteration 21Q: 3 clusters Score -762519.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -762526.750000 Penalty: 4296.087402
	Iteration 22Q: 3 clusters Score -762526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -762528.937500 Penalty: 4296.087402
	Iteration 23Q: 3 clusters Score -762528.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -762533.062500 Penalty: 4296.087402
	Iteration 24Q: 3 clusters Score -762533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -762533.312500 Penalty: 4296.087402
	Iteration 25Q: 3 clusters Score -762533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -762533.937500 Penalty: 4296.087402
	Iteration 26Q: 3 clusters Score -762533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -762535.687500 Penalty: 4296.087402
	Iteration 27Q: 3 clusters Score -762535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -762536.312500 Penalty: 4296.087402
	Iteration 28Q: 3 clusters Score -762536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -762538.000000 Penalty: 4296.087402
	Iteration 29Q: 3 clusters Score -762538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -762537.937500 Penalty: 4296.087402
	Iteration 30Q: 3 clusters Score -762537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -762537.875000 Penalty: 4296.087402
	Iteration 31Q: 3 clusters Score -762537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -762537.875000 Penalty: 4296.087402
	Iteration 32F: 3 clusters Score -762537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -383910.093750 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -383910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -380685.250000 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -380685.2 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381349.437500 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -381349.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -381580.343750 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -381580.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381735.843750 Penalty: 3955.026855
	Iteration 3F: 3 clusters Score -381735.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -381845.218750 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -381845.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -381959.312500 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -381959.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382027.187500 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -382027.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -382074.062500 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -382074.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -382109.468750 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -382109.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -382140.031250 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -382140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -382166.968750 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -382167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -382190.687500 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -382190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -382202.343750 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -382202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -382212.562500 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -382212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -382219.437500 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -382219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382224.875000 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -382224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382228.500000 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -382228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -382231.750000 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -382231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -382236.125000 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -382236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -382240.468750 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -382240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -382243.000000 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -382243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -382245.031250 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -382245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -382247.312500 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -382247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -382249.031250 Penalty: 3955.026855
	Iteration 23Q: 3 clusters Score -382249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -382251.156250 Penalty: 3955.026855
	Iteration 24Q: 3 clusters Score -382251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -382253.750000 Penalty: 3955.026855
	Iteration 25Q: 3 clusters Score -382253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -382253.843750 Penalty: 3955.026855
	Iteration 26Q: 3 clusters Score -382253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -382256.093750 Penalty: 3955.026855
	Iteration 27Q: 3 clusters Score -382256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -382256.781250 Penalty: 3955.026855
	Iteration 28Q: 3 clusters Score -382256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -382257.843750 Penalty: 3955.026855
	Iteration 29Q: 3 clusters Score -382257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -382257.937500 Penalty: 3955.026855
	Iteration 30Q: 3 clusters Score -382257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382257.812500 Penalty: 3955.026855
	Iteration 31Q: 3 clusters Score -382257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382257.812500 Penalty: 3955.026855
	Iteration 32F: 3 clusters Score -382257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -286540.625000 Penalty: 1927.433716
	Iteration 0F: 2 clusters Score -286540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283878.718750 Penalty: 3854.867432
	Iteration 0F: 3 clusters Score -283878.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -285551.875000 Penalty: 3854.867432
	Iteration 1F: 3 clusters Score -285551.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -287030.343750 Penalty: 3854.867432
	Iteration 2F: 3 clusters Score -287030.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -288335.156250 Penalty: 3854.867432
	Iteration 3F: 3 clusters Score -288335.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289663.343750 Penalty: 3854.867432
	Iteration 4F: 3 clusters Score -289663.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -290703.500000 Penalty: 3854.867432
	Iteration 5Q: 3 clusters Score -290703.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290980.562500 Penalty: 3854.867432
	Iteration 6Q: 3 clusters Score -290980.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -291412.062500 Penalty: 3854.867432
	Iteration 7Q: 3 clusters Score -291412.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291779.656250 Penalty: 3854.867432
	Iteration 8Q: 3 clusters Score -291779.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292211.437500 Penalty: 3854.867432
	Iteration 9Q: 3 clusters Score -292211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -292835.406250 Penalty: 3854.867432
	Iteration 10Q: 3 clusters Score -292835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -292992.625000 Penalty: 3854.867432
	Iteration 11Q: 3 clusters Score -292992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -292992.625000 Penalty: 3854.867432
	Iteration 12F: 3 clusters Score -292992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 207971 members 
Mstep: Class 5 contains 94557 members 
Mstep: Class 6 contains 111577 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 33747 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 29984 members 
Mstep: Class 24 contains 146954 members 
Mstep: Class 25 contains 12117 members 
Mstep: Class 26 contains 883 members 
Entering Unmasked Estep 
Score: -134142320.000000 Penalty: 89148.804688
Splitting cluster 20 changes total score from -134137264.000000 to -134142320.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 21 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -363035.781250 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -363035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -359827.593750 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -359827.6 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -360445.093750 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -360445.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -360616.312500 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -360616.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -360727.656250 Penalty: 3947.454346
	Iteration 3Q: 3 clusters Score -360727.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -360801.750000 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -360801.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -360852.843750 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -360852.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -360910.343750 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -360910.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360968.000000 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -360968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -361035.500000 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -361035.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -361102.281250 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -361102.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -361203.843750 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -361203.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -361330.281250 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -361330.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -361438.656250 Penalty: 3947.454346
	Iteration 12Q: 3 clusters Score -361438.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -361539.906250 Penalty: 3947.454346
	Iteration 13Q: 3 clusters Score -361539.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361648.062500 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -361648.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -361788.531250 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -361788.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -361902.281250 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -361902.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -362007.062500 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -362007.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362096.718750 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -362096.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -362161.343750 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -362161.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -362204.875000 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -362204.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -362227.156250 Penalty: 3947.454346
	Iteration 21Q: 3 clusters Score -362227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -362237.781250 Penalty: 3947.454346
	Iteration 22Q: 3 clusters Score -362237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -362243.875000 Penalty: 3947.454346
	Iteration 23Q: 3 clusters Score -362243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -362246.312500 Penalty: 3947.454346
	Iteration 24Q: 3 clusters Score -362246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -362248.500000 Penalty: 3947.454346
	Iteration 25Q: 3 clusters Score -362248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -362249.031250 Penalty: 3947.454346
	Iteration 26Q: 3 clusters Score -362249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -362251.687500 Penalty: 3947.454346
	Iteration 27Q: 3 clusters Score -362251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -362252.656250 Penalty: 3947.454346
	Iteration 28Q: 3 clusters Score -362252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -362254.062500 Penalty: 3947.454346
	Iteration 29Q: 3 clusters Score -362254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -362254.062500 Penalty: 3947.454346
	Iteration 30F: 3 clusters Score -362254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -1597689.250000 Penalty: 2343.460205
	Iteration 0F: 2 clusters Score -1597689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1588416.000000 Penalty: 4686.920410
	Iteration 0F: 3 clusters Score -1588416 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1591862.375000 Penalty: 4686.920410
	Iteration 1F: 3 clusters Score -1591862 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1592678.375000 Penalty: 4686.920410
	Iteration 2F: 3 clusters Score -1592678 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1593422.625000 Penalty: 4686.920410
	Iteration 3F: 3 clusters Score -1593423 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1594094.250000 Penalty: 4686.920410
	Iteration 4F: 3 clusters Score -1594094 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1594651.000000 Penalty: 4686.920410
	Iteration 5F: 3 clusters Score -1594651 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1595050.750000 Penalty: 4686.920410
	Iteration 6Q: 3 clusters Score -1595051 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1595356.500000 Penalty: 4686.920410
	Iteration 7Q: 3 clusters Score -1595356 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1595596.500000 Penalty: 4686.920410
	Iteration 8Q: 3 clusters Score -1595596 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1595779.125000 Penalty: 4686.920410
	Iteration 9Q: 3 clusters Score -1595779 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1595909.750000 Penalty: 4686.920410
	Iteration 10Q: 3 clusters Score -1595910 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1596037.750000 Penalty: 4686.920410
	Iteration 11Q: 3 clusters Score -1596038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1596203.750000 Penalty: 4686.920410
	Iteration 12Q: 3 clusters Score -1596204 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1596408.750000 Penalty: 4686.920410
	Iteration 13Q: 3 clusters Score -1596409 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1596560.375000 Penalty: 4686.920410
	Iteration 14Q: 3 clusters Score -1596560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1596682.750000 Penalty: 4686.920410
	Iteration 15Q: 3 clusters Score -1596683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1596760.125000 Penalty: 4686.920410
	Iteration 16Q: 3 clusters Score -1596760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1596824.125000 Penalty: 4686.920410
	Iteration 17Q: 3 clusters Score -1596824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1596887.625000 Penalty: 4686.920410
	Iteration 18Q: 3 clusters Score -1596888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1596951.125000 Penalty: 4686.920410
	Iteration 19Q: 3 clusters Score -1596951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1597005.125000 Penalty: 4686.920410
	Iteration 20F: 3 clusters Score -1597005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1597082.250000 Penalty: 4686.920410
	Iteration 21Q: 3 clusters Score -1597082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1597164.250000 Penalty: 4686.920410
	Iteration 22Q: 3 clusters Score -1597164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1597264.250000 Penalty: 4686.920410
	Iteration 23Q: 3 clusters Score -1597264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1597355.875000 Penalty: 4686.920410
	Iteration 24Q: 3 clusters Score -1597356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1597417.750000 Penalty: 4686.920410
	Iteration 25Q: 3 clusters Score -1597418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1597492.375000 Penalty: 4686.920410
	Iteration 26Q: 3 clusters Score -1597492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1597561.250000 Penalty: 4686.920410
	Iteration 27Q: 3 clusters Score -1597561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1597619.375000 Penalty: 4686.920410
	Iteration 28Q: 3 clusters Score -1597619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1597659.625000 Penalty: 4686.920410
	Iteration 29Q: 3 clusters Score -1597660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1597700.625000 Penalty: 4686.920410
	Iteration 30Q: 3 clusters Score -1597701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1597726.125000 Penalty: 4686.920410
	Iteration 31Q: 3 clusters Score -1597726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1597743.000000 Penalty: 4686.920410
	Iteration 32Q: 3 clusters Score -1597743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1597749.875000 Penalty: 4686.920410
	Iteration 33Q: 3 clusters Score -1597750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1597755.625000 Penalty: 4686.920410
	Iteration 34Q: 3 clusters Score -1597756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1597757.750000 Penalty: 4686.920410
	Iteration 35Q: 3 clusters Score -1597758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1597761.750000 Penalty: 4686.920410
	Iteration 36Q: 3 clusters Score -1597762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1597766.125000 Penalty: 4686.920410
	Iteration 37Q: 3 clusters Score -1597766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1597764.750000 Penalty: 4686.920410
	Iteration 38Q: 3 clusters Score -1597765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1597764.250000 Penalty: 4686.920410
	Iteration 39Q: 3 clusters Score -1597764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1597788.625000 Penalty: 4686.920410
	Iteration 40F: 3 clusters Score -1597789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1597821.625000 Penalty: 4686.920410
	Iteration 41Q: 3 clusters Score -1597822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1597850.875000 Penalty: 4686.920410
	Iteration 42Q: 3 clusters Score -1597851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1597879.875000 Penalty: 4686.920410
	Iteration 43Q: 3 clusters Score -1597880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1597895.500000 Penalty: 4686.920410
	Iteration 44Q: 3 clusters Score -1597896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1597906.750000 Penalty: 4686.920410
	Iteration 45Q: 3 clusters Score -1597907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1597911.625000 Penalty: 4686.920410
	Iteration 46Q: 3 clusters Score -1597912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1597913.000000 Penalty: 4686.920410
	Iteration 47Q: 3 clusters Score -1597913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1597913.000000 Penalty: 4686.920410
	Iteration 48F: 3 clusters Score -1597913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 207971 members 
Mstep: Class 5 contains 94557 members 
Mstep: Class 6 contains 111577 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 33747 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 29984 members 
Mstep: Class 24 contains 146954 members 
Mstep: Class 25 contains 12117 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 358 members 
Entering Unmasked Estep 
Score: -134141568.000000 Penalty: 92577.601562
Splitting cluster 22 changes total score from -134137264.000000 to -134141568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (29984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Entering Unmasked Estep 
Score: -3822602.000000 Penalty: 2556.488037
	Iteration 0F: 2 clusters Score -3822602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3801862.500000 Penalty: 5112.976074
	Iteration 0F: 3 clusters Score -3801862 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3809451.750000 Penalty: 5112.976074
	Iteration 1F: 3 clusters Score -3809452 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3810047.750000 Penalty: 5112.976074
	Iteration 2F: 3 clusters Score -3810048 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3810674.500000 Penalty: 5112.976074
	Iteration 3F: 3 clusters Score -3810674 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3811276.000000 Penalty: 5112.976074
	Iteration 4Q: 3 clusters Score -3811276 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3811907.250000 Penalty: 5112.976074
	Iteration 5Q: 3 clusters Score -3811907 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3812622.250000 Penalty: 5112.976074
	Iteration 6Q: 3 clusters Score -3812622 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3813548.000000 Penalty: 5112.976074
	Iteration 7F: 3 clusters Score -3813548 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3814667.250000 Penalty: 5112.976074
	Iteration 8F: 3 clusters Score -3814667 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3815893.000000 Penalty: 5112.976074
	Iteration 9F: 3 clusters Score -3815893 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3817151.250000 Penalty: 5112.976074
	Iteration 10F: 3 clusters Score -3817151 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3818230.000000 Penalty: 5112.976074
	Iteration 11Q: 3 clusters Score -3818230 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3819091.250000 Penalty: 5112.976074
	Iteration 12Q: 3 clusters Score -3819091 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3819742.000000 Penalty: 5112.976074
	Iteration 13Q: 3 clusters Score -3819742 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3820152.250000 Penalty: 5112.976074
	Iteration 14Q: 3 clusters Score -3820152 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3820467.500000 Penalty: 5112.976074
	Iteration 15Q: 3 clusters Score -3820468 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3820669.000000 Penalty: 5112.976074
	Iteration 16Q: 3 clusters Score -3820669 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3820764.750000 Penalty: 5112.976074
	Iteration 17Q: 3 clusters Score -3820765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3820840.500000 Penalty: 5112.976074
	Iteration 18Q: 3 clusters Score -3820840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3820883.000000 Penalty: 5112.976074
	Iteration 19Q: 3 clusters Score -3820883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3820917.250000 Penalty: 5112.976074
	Iteration 20F: 3 clusters Score -3820917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3820940.500000 Penalty: 5112.976074
	Iteration 21Q: 3 clusters Score -3820940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3820958.500000 Penalty: 5112.976074
	Iteration 22Q: 3 clusters Score -3820958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3820978.500000 Penalty: 5112.976074
	Iteration 23Q: 3 clusters Score -3820978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3820988.000000 Penalty: 5112.976074
	Iteration 24Q: 3 clusters Score -3820988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3820990.750000 Penalty: 5112.976074
	Iteration 25Q: 3 clusters Score -3820991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3820989.000000 Penalty: 5112.976074
	Iteration 26Q: 3 clusters Score -3820989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3820995.250000 Penalty: 5112.976074
	Iteration 27Q: 3 clusters Score -3820995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3820993.250000 Penalty: 5112.976074
	Iteration 28Q: 3 clusters Score -3820993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3820992.750000 Penalty: 5112.976074
	Iteration 29Q: 3 clusters Score -3820993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3821000.250000 Penalty: 5112.976074
	Iteration 30Q: 3 clusters Score -3821000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3821000.250000 Penalty: 5112.976074
	Iteration 31F: 3 clusters Score -3821000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Entering Unmasked Estep 
Score: -19991982.000000 Penalty: 2950.672852
	Iteration 0F: 2 clusters Score -1.999198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -19897248.000000 Penalty: 5901.345703
	Iteration 0F: 3 clusters Score -1.989725e+07 nChanged 70103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -19937486.000000 Penalty: 5901.345703
	Iteration 1F: 3 clusters Score -1.993749e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -19938260.000000 Penalty: 5901.345703
	Iteration 2Q: 3 clusters Score -1.993826e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -19939048.000000 Penalty: 5901.345703
	Iteration 3Q: 3 clusters Score -1.993905e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -19940168.000000 Penalty: 5901.345703
	Iteration 4Q: 3 clusters Score -1.994017e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -19941928.000000 Penalty: 5901.345703
	Iteration 5Q: 3 clusters Score -1.994193e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -19944536.000000 Penalty: 5901.345703
	Iteration 6Q: 3 clusters Score -1.994454e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -19948532.000000 Penalty: 5901.345703
	Iteration 7F: 3 clusters Score -1.994853e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -19954084.000000 Penalty: 5901.345703
	Iteration 8F: 3 clusters Score -1.995408e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -19961962.000000 Penalty: 5901.345703
	Iteration 9F: 3 clusters Score -1.996196e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121834 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -19970590.000000 Penalty: 5901.345703
	Iteration 10F: 3 clusters Score -1.997059e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -19978116.000000 Penalty: 5901.345703
	Iteration 11F: 3 clusters Score -1.997812e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138555 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -19983462.000000 Penalty: 5901.345703
	Iteration 12Q: 3 clusters Score -1.998346e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -19986592.000000 Penalty: 5901.345703
	Iteration 13Q: 3 clusters Score -1.998659e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19988110.000000 Penalty: 5901.345703
	Iteration 14Q: 3 clusters Score -1.998811e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19988822.000000 Penalty: 5901.345703
	Iteration 15Q: 3 clusters Score -1.998882e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19989074.000000 Penalty: 5901.345703
	Iteration 16Q: 3 clusters Score -1.998907e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19989224.000000 Penalty: 5901.345703
	Iteration 17Q: 3 clusters Score -1.998922e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19989270.000000 Penalty: 5901.345703
	Iteration 18Q: 3 clusters Score -1.998927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19989302.000000 Penalty: 5901.345703
	Iteration 19Q: 3 clusters Score -1.99893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19989314.000000 Penalty: 5901.345703
	Iteration 20F: 3 clusters Score -1.998931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19989332.000000 Penalty: 5901.345703
	Iteration 21Q: 3 clusters Score -1.998933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19989352.000000 Penalty: 5901.345703
	Iteration 22Q: 3 clusters Score -1.998935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19989356.000000 Penalty: 5901.345703
	Iteration 23Q: 3 clusters Score -1.998936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19989368.000000 Penalty: 5901.345703
	Iteration 24Q: 3 clusters Score -1.998937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19989368.000000 Penalty: 5901.345703
	Iteration 25F: 3 clusters Score -1.998937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Entering Unmasked Estep 
Score: -1655343.750000 Penalty: 2331.786377
	Iteration 0F: 2 clusters Score -1655344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1646226.250000 Penalty: 4663.572754
	Iteration 0F: 3 clusters Score -1646226 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1649019.125000 Penalty: 4663.572754
	Iteration 1F: 3 clusters Score -1649019 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1649344.000000 Penalty: 4663.572754
	Iteration 2F: 3 clusters Score -1649344 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1649595.125000 Penalty: 4663.572754
	Iteration 3Q: 3 clusters Score -1649595 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1649791.000000 Penalty: 4663.572754
	Iteration 4Q: 3 clusters Score -1649791 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1649970.875000 Penalty: 4663.572754
	Iteration 5Q: 3 clusters Score -1649971 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1650124.750000 Penalty: 4663.572754
	Iteration 6Q: 3 clusters Score -1650125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1650301.125000 Penalty: 4663.572754
	Iteration 7Q: 3 clusters Score -1650301 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1650483.750000 Penalty: 4663.572754
	Iteration 8Q: 3 clusters Score -1650484 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1650676.000000 Penalty: 4663.572754
	Iteration 9Q: 3 clusters Score -1650676 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1650853.875000 Penalty: 4663.572754
	Iteration 10Q: 3 clusters Score -1650854 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1651030.250000 Penalty: 4663.572754
	Iteration 11Q: 3 clusters Score -1651030 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1651206.250000 Penalty: 4663.572754
	Iteration 12Q: 3 clusters Score -1651206 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1651428.250000 Penalty: 4663.572754
	Iteration 13Q: 3 clusters Score -1651428 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1651660.500000 Penalty: 4663.572754
	Iteration 14Q: 3 clusters Score -1651660 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1651926.500000 Penalty: 4663.572754
	Iteration 15Q: 3 clusters Score -1651926 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1652214.000000 Penalty: 4663.572754
	Iteration 16Q: 3 clusters Score -1652214 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1652557.875000 Penalty: 4663.572754
	Iteration 17Q: 3 clusters Score -1652558 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1652899.375000 Penalty: 4663.572754
	Iteration 18Q: 3 clusters Score -1652899 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1653259.750000 Penalty: 4663.572754
	Iteration 19Q: 3 clusters Score -1653260 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1653606.375000 Penalty: 4663.572754
	Iteration 20F: 3 clusters Score -1653606 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1653933.250000 Penalty: 4663.572754
	Iteration 21Q: 3 clusters Score -1653933 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1654242.125000 Penalty: 4663.572754
	Iteration 22Q: 3 clusters Score -1654242 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1654557.375000 Penalty: 4663.572754
	Iteration 23Q: 3 clusters Score -1654557 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1654769.625000 Penalty: 4663.572754
	Iteration 24Q: 3 clusters Score -1654770 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1654906.875000 Penalty: 4663.572754
	Iteration 25Q: 3 clusters Score -1654907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1654988.750000 Penalty: 4663.572754
	Iteration 26Q: 3 clusters Score -1654989 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1655034.750000 Penalty: 4663.572754
	Iteration 27Q: 3 clusters Score -1655035 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1655079.250000 Penalty: 4663.572754
	Iteration 28Q: 3 clusters Score -1655079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1655113.375000 Penalty: 4663.572754
	Iteration 29Q: 3 clusters Score -1655113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1655126.500000 Penalty: 4663.572754
	Iteration 30Q: 3 clusters Score -1655126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1655137.125000 Penalty: 4663.572754
	Iteration 31Q: 3 clusters Score -1655137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1655147.750000 Penalty: 4663.572754
	Iteration 32Q: 3 clusters Score -1655148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1655159.000000 Penalty: 4663.572754
	Iteration 33Q: 3 clusters Score -1655159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1655174.000000 Penalty: 4663.572754
	Iteration 34Q: 3 clusters Score -1655174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1655178.250000 Penalty: 4663.572754
	Iteration 35Q: 3 clusters Score -1655178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1655185.375000 Penalty: 4663.572754
	Iteration 36Q: 3 clusters Score -1655185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1655196.500000 Penalty: 4663.572754
	Iteration 37Q: 3 clusters Score -1655196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1655205.625000 Penalty: 4663.572754
	Iteration 38Q: 3 clusters Score -1655206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1655207.375000 Penalty: 4663.572754
	Iteration 39Q: 3 clusters Score -1655207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1655208.500000 Penalty: 4663.572754
	Iteration 40F: 3 clusters Score -1655208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1655207.375000 Penalty: 4663.572754
	Iteration 41Q: 3 clusters Score -1655207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1655210.500000 Penalty: 4663.572754
	Iteration 42Q: 3 clusters Score -1655210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1655206.375000 Penalty: 4663.572754
	Iteration 43Q: 3 clusters Score -1655206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1655204.625000 Penalty: 4663.572754
	Iteration 44Q: 3 clusters Score -1655205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1655206.875000 Penalty: 4663.572754
	Iteration 45Q: 3 clusters Score -1655207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1655204.750000 Penalty: 4663.572754
	Iteration 46Q: 3 clusters Score -1655205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1655205.750000 Penalty: 4663.572754
	Iteration 47Q: 3 clusters Score -1655206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1655206.250000 Penalty: 4663.572754
	Iteration 48Q: 3 clusters Score -1655206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1655205.375000 Penalty: 4663.572754
	Iteration 49Q: 3 clusters Score -1655205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1655205.750000 Penalty: 4663.572754
	Iteration 50Q: 3 clusters Score -1655206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1655205.750000 Penalty: 4663.572754
	Iteration 51F: 3 clusters Score -1655206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -101572.914062 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -101572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99795.515625 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -99795.52 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100399.406250 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -100399.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101035.867188 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -101035.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101888.117188 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -101888.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102568.796875 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -102568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102892.843750 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -102892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103061.617188 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -103061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103111.562500 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -103111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103140.250000 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -103140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103178.148438 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -103178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103218.671875 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -103218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103241.765625 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -103241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103255.773438 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -103255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103293.656250 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -103293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103322.835938 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -103322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103343.625000 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -103343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103410.000000 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -103410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103486.078125 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -103486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103551.265625 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -103551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103553.171875 Penalty: 3364.529297
	Iteration 19Q: 3 clusters Score -103553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103553.640625 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -103553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103565.585938 Penalty: 3364.529297
	Iteration 21Q: 3 clusters Score -103565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103565.585938 Penalty: 3364.529297
	Iteration 22F: 3 clusters Score -103565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 207971 members 
Mstep: Class 5 contains 94557 members 
Mstep: Class 6 contains 111577 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 33747 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 29984 members 
Mstep: Class 24 contains 146954 members 
Mstep: Class 25 contains 12117 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 420 members 
Entering Unmasked Estep 
Score: -134141864.000000 Penalty: 96006.398438
Splitting cluster 26 changes total score from -134137264.000000 to -134141864.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 207971 members 
Mstep: Class 5 contains 94557 members 
Mstep: Class 6 contains 111577 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 16 contains 33747 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 29984 members 
Mstep: Class 24 contains 146954 members 
Mstep: Class 25 contains 12117 members 
Mstep: Class 26 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 2690.322998 but Gain 3428.796875
Score: -134142896.000000 Penalty: 92577.601562
Iteration 79Q: 28 clusters Score -1.341429e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 208989 members 
Mstep: Class 5 contains 94584 members 
Mstep: Class 6 contains 111532 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 28540 members 
Mstep: Class 11 contains 74914 members 
Mstep: Class 12 contains 75666 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 18442 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 12822 members 
Mstep: Class 23 contains 30035 members 
Mstep: Class 24 contains 147075 members 
Mstep: Class 25 contains 12132 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143720.000000 Penalty: 92577.601562
Iteration 80F: 28 clusters Score -1.341437e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 209978 members 
Mstep: Class 5 contains 94572 members 
Mstep: Class 6 contains 111487 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 21400 members 
Mstep: Class 10 contains 28436 members 
Mstep: Class 11 contains 74779 members 
Mstep: Class 12 contains 74354 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 33661 members 
Mstep: Class 17 contains 18538 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 30029 members 
Mstep: Class 24 contains 147181 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143952.000000 Penalty: 92577.601562
Iteration 81Q: 28 clusters Score -1.34144e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 4 contains 210967 members 
Mstep: Class 5 contains 94592 members 
Mstep: Class 6 contains 111437 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 28349 members 
Mstep: Class 11 contains 74645 members 
Mstep: Class 12 contains 73055 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 17840 members 
Mstep: Class 15 contains 1058 members 
Mstep: Class 16 contains 33628 members 
Mstep: Class 17 contains 18602 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 13161 members 
Mstep: Class 23 contains 30069 members 
Mstep: Class 24 contains 147244 members 
Mstep: Class 25 contains 12179 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 28 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143712.000000 Penalty: 92577.601562
Iteration 82Q: 28 clusters Score -1.341437e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 211928 members 
Mstep: Class 5 contains 94612 members 
Mstep: Class 6 contains 111384 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 6590 members 
Mstep: Class 9 contains 21764 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 74542 members 
Mstep: Class 12 contains 71790 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17859 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 18668 members 
Mstep: Class 18 contains 5770 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 13306 members 
Mstep: Class 23 contains 30097 members 
Mstep: Class 24 contains 147328 members 
Mstep: Class 25 contains 12205 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 28 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143584.000000 Penalty: 92577.601562
Iteration 83Q: 28 clusters Score -1.341436e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 212818 members 
Mstep: Class 5 contains 94643 members 
Mstep: Class 6 contains 111344 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 21914 members 
Mstep: Class 10 contains 28186 members 
Mstep: Class 11 contains 74450 members 
Mstep: Class 12 contains 70630 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 17880 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33574 members 
Mstep: Class 17 contains 18740 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2862 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 30110 members 
Mstep: Class 24 contains 147375 members 
Mstep: Class 25 contains 12232 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143920.000000 Penalty: 92577.601562
Iteration 84Q: 28 clusters Score -1.341439e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 4269 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 213657 members 
Mstep: Class 5 contains 94666 members 
Mstep: Class 6 contains 111303 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 22068 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 74354 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 18807 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 13536 members 
Mstep: Class 23 contains 30116 members 
Mstep: Class 24 contains 147438 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143608.000000 Penalty: 92577.601562
Iteration 85Q: 28 clusters Score -1.341436e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89232 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 214470 members 
Mstep: Class 5 contains 94721 members 
Mstep: Class 6 contains 111267 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 22236 members 
Mstep: Class 10 contains 28042 members 
Mstep: Class 11 contains 74281 members 
Mstep: Class 12 contains 68387 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33552 members 
Mstep: Class 17 contains 18870 members 
Mstep: Class 18 contains 5770 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 13637 members 
Mstep: Class 23 contains 30130 members 
Mstep: Class 24 contains 147476 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143440.000000 Penalty: 92577.601562
Iteration 86Q: 28 clusters Score -1.341434e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 215271 members 
Mstep: Class 5 contains 94761 members 
Mstep: Class 6 contains 111226 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 6612 members 
Mstep: Class 9 contains 22414 members 
Mstep: Class 10 contains 28001 members 
Mstep: Class 11 contains 74223 members 
Mstep: Class 12 contains 67311 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33527 members 
Mstep: Class 17 contains 18931 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2862 members 
Mstep: Class 22 contains 13715 members 
Mstep: Class 23 contains 30148 members 
Mstep: Class 24 contains 147479 members 
Mstep: Class 25 contains 12306 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143528.000000 Penalty: 92577.601562
Iteration 87Q: 28 clusters Score -1.341435e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 216007 members 
Mstep: Class 5 contains 94800 members 
Mstep: Class 6 contains 111205 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 22580 members 
Mstep: Class 10 contains 27949 members 
Mstep: Class 11 contains 74168 members 
Mstep: Class 12 contains 66302 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33497 members 
Mstep: Class 17 contains 18982 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 30172 members 
Mstep: Class 24 contains 147496 members 
Mstep: Class 25 contains 12326 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143736.000000 Penalty: 92577.601562
Iteration 88Q: 28 clusters Score -1.341437e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 216746 members 
Mstep: Class 5 contains 94825 members 
Mstep: Class 6 contains 111190 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 22721 members 
Mstep: Class 10 contains 27903 members 
Mstep: Class 11 contains 74120 members 
Mstep: Class 12 contains 65336 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18034 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33472 members 
Mstep: Class 17 contains 19032 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2867 members 
Mstep: Class 22 contains 13836 members 
Mstep: Class 23 contains 30195 members 
Mstep: Class 24 contains 147507 members 
Mstep: Class 25 contains 12345 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144000.000000 Penalty: 92577.601562
Iteration 89Q: 28 clusters Score -1.34144e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 217464 members 
Mstep: Class 5 contains 94832 members 
Mstep: Class 6 contains 111184 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 22898 members 
Mstep: Class 10 contains 27849 members 
Mstep: Class 11 contains 74081 members 
Mstep: Class 12 contains 64348 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 18061 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33441 members 
Mstep: Class 17 contains 19092 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 22 contains 13874 members 
Mstep: Class 23 contains 30212 members 
Mstep: Class 24 contains 147547 members 
Mstep: Class 25 contains 12368 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144168.000000 Penalty: 92577.601562
Iteration 90Q: 28 clusters Score -1.341442e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 218160 members 
Mstep: Class 5 contains 94840 members 
Mstep: Class 6 contains 111174 members 
Mstep: Class 7 contains 3262 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 23061 members 
Mstep: Class 10 contains 27790 members 
Mstep: Class 11 contains 74035 members 
Mstep: Class 12 contains 63393 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33419 members 
Mstep: Class 17 contains 19145 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 13923 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 147575 members 
Mstep: Class 25 contains 12384 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144400.000000 Penalty: 92577.601562
Iteration 91Q: 28 clusters Score -1.341444e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 4278 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 218892 members 
Mstep: Class 5 contains 94848 members 
Mstep: Class 6 contains 111162 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 23243 members 
Mstep: Class 10 contains 27720 members 
Mstep: Class 11 contains 73999 members 
Mstep: Class 12 contains 62432 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 19211 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 13959 members 
Mstep: Class 23 contains 30266 members 
Mstep: Class 24 contains 147584 members 
Mstep: Class 25 contains 12403 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144616.000000 Penalty: 92577.601562
Iteration 92Q: 28 clusters Score -1.341446e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 219593 members 
Mstep: Class 5 contains 94851 members 
Mstep: Class 6 contains 111152 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 23414 members 
Mstep: Class 10 contains 27667 members 
Mstep: Class 11 contains 73968 members 
Mstep: Class 12 contains 61492 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33362 members 
Mstep: Class 17 contains 19275 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 13990 members 
Mstep: Class 23 contains 30292 members 
Mstep: Class 24 contains 147587 members 
Mstep: Class 25 contains 12425 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144728.000000 Penalty: 92577.601562
Iteration 93Q: 28 clusters Score -1.341447e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 220238 members 
Mstep: Class 5 contains 94858 members 
Mstep: Class 6 contains 111140 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 23591 members 
Mstep: Class 10 contains 27612 members 
Mstep: Class 11 contains 73937 members 
Mstep: Class 12 contains 60606 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18143 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33349 members 
Mstep: Class 17 contains 19334 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 14022 members 
Mstep: Class 23 contains 30307 members 
Mstep: Class 24 contains 147590 members 
Mstep: Class 25 contains 12455 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144528.000000 Penalty: 92577.601562
Iteration 94Q: 28 clusters Score -1.341445e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 220897 members 
Mstep: Class 5 contains 94870 members 
Mstep: Class 6 contains 111129 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 23768 members 
Mstep: Class 10 contains 27588 members 
Mstep: Class 11 contains 73919 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33332 members 
Mstep: Class 17 contains 19381 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 22 contains 14045 members 
Mstep: Class 23 contains 30323 members 
Mstep: Class 24 contains 147547 members 
Mstep: Class 25 contains 12468 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144608.000000 Penalty: 92577.601562
Iteration 95Q: 28 clusters Score -1.341446e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 221530 members 
Mstep: Class 5 contains 94872 members 
Mstep: Class 6 contains 111120 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 23930 members 
Mstep: Class 10 contains 27557 members 
Mstep: Class 11 contains 73898 members 
Mstep: Class 12 contains 58883 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 18180 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33329 members 
Mstep: Class 17 contains 19417 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 14067 members 
Mstep: Class 23 contains 30336 members 
Mstep: Class 24 contains 147563 members 
Mstep: Class 25 contains 12475 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144664.000000 Penalty: 92577.601562
Iteration 96Q: 28 clusters Score -1.341447e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 222146 members 
Mstep: Class 5 contains 94860 members 
Mstep: Class 6 contains 111106 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 27521 members 
Mstep: Class 11 contains 73874 members 
Mstep: Class 12 contains 58027 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 18210 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33317 members 
Mstep: Class 17 contains 19464 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2870 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 30350 members 
Mstep: Class 24 contains 147611 members 
Mstep: Class 25 contains 12486 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144808.000000 Penalty: 92577.601562
Iteration 97Q: 28 clusters Score -1.341448e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 222759 members 
Mstep: Class 5 contains 94841 members 
Mstep: Class 6 contains 111100 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 73861 members 
Mstep: Class 12 contains 57195 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18234 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33318 members 
Mstep: Class 17 contains 19521 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 14106 members 
Mstep: Class 23 contains 30349 members 
Mstep: Class 24 contains 147643 members 
Mstep: Class 25 contains 12503 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144624.000000 Penalty: 92577.601562
Iteration 98Q: 28 clusters Score -1.341446e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 223358 members 
Mstep: Class 5 contains 94812 members 
Mstep: Class 6 contains 111087 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24362 members 
Mstep: Class 10 contains 27458 members 
Mstep: Class 11 contains 73849 members 
Mstep: Class 12 contains 56359 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18265 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33315 members 
Mstep: Class 17 contains 19584 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 14121 members 
Mstep: Class 23 contains 30349 members 
Mstep: Class 24 contains 147668 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144376.000000 Penalty: 92577.601562
Iteration 99Q: 28 clusters Score -1.341444e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 223940 members 
Mstep: Class 5 contains 94784 members 
Mstep: Class 6 contains 111081 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24499 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 73838 members 
Mstep: Class 12 contains 55562 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18290 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33320 members 
Mstep: Class 17 contains 19632 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 14132 members 
Mstep: Class 23 contains 30356 members 
Mstep: Class 24 contains 147696 members 
Mstep: Class 25 contains 12517 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144544.000000 Penalty: 92577.601562
Iteration 100F: 28 clusters Score -1.341445e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 224463 members 
Mstep: Class 5 contains 94770 members 
Mstep: Class 6 contains 111079 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24621 members 
Mstep: Class 10 contains 27418 members 
Mstep: Class 11 contains 73831 members 
Mstep: Class 12 contains 54862 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33322 members 
Mstep: Class 17 contains 19690 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 14140 members 
Mstep: Class 23 contains 30357 members 
Mstep: Class 24 contains 147691 members 
Mstep: Class 25 contains 12518 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144520.000000 Penalty: 92577.601562
Iteration 101Q: 28 clusters Score -1.341445e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 224907 members 
Mstep: Class 5 contains 94762 members 
Mstep: Class 6 contains 111072 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24735 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 73824 members 
Mstep: Class 12 contains 54229 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33320 members 
Mstep: Class 17 contains 19739 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 14149 members 
Mstep: Class 23 contains 30350 members 
Mstep: Class 24 contains 147718 members 
Mstep: Class 25 contains 12521 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144632.000000 Penalty: 92577.601562
Iteration 102Q: 28 clusters Score -1.341446e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 225318 members 
Mstep: Class 5 contains 94759 members 
Mstep: Class 6 contains 111068 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24841 members 
Mstep: Class 10 contains 27388 members 
Mstep: Class 11 contains 73818 members 
Mstep: Class 12 contains 53660 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18368 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33329 members 
Mstep: Class 17 contains 19775 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14157 members 
Mstep: Class 23 contains 30350 members 
Mstep: Class 24 contains 147729 members 
Mstep: Class 25 contains 12523 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144448.000000 Penalty: 92577.601562
Iteration 103Q: 28 clusters Score -1.341444e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 225724 members 
Mstep: Class 5 contains 94749 members 
Mstep: Class 6 contains 111064 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 24943 members 
Mstep: Class 10 contains 27370 members 
Mstep: Class 11 contains 73814 members 
Mstep: Class 12 contains 53120 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33340 members 
Mstep: Class 17 contains 19794 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14162 members 
Mstep: Class 23 contains 30345 members 
Mstep: Class 24 contains 147742 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144432.000000 Penalty: 92577.601562
Iteration 104Q: 28 clusters Score -1.341444e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 226113 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 111056 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 25051 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 73810 members 
Mstep: Class 12 contains 52572 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33356 members 
Mstep: Class 17 contains 19816 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14167 members 
Mstep: Class 23 contains 30340 members 
Mstep: Class 24 contains 147750 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144344.000000 Penalty: 92577.601562
Iteration 105Q: 28 clusters Score -1.341443e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 226477 members 
Mstep: Class 5 contains 94760 members 
Mstep: Class 6 contains 111050 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 25148 members 
Mstep: Class 10 contains 27340 members 
Mstep: Class 11 contains 73807 members 
Mstep: Class 12 contains 52050 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33372 members 
Mstep: Class 17 contains 19843 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14170 members 
Mstep: Class 23 contains 30337 members 
Mstep: Class 24 contains 147761 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144304.000000 Penalty: 92577.601562
Iteration 106Q: 28 clusters Score -1.341443e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 226826 members 
Mstep: Class 5 contains 94763 members 
Mstep: Class 6 contains 111040 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 25262 members 
Mstep: Class 10 contains 27330 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 51530 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18454 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 19876 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14171 members 
Mstep: Class 23 contains 30335 members 
Mstep: Class 24 contains 147768 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144392.000000 Penalty: 92577.601562
Iteration 107Q: 28 clusters Score -1.341444e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 227171 members 
Mstep: Class 5 contains 94754 members 
Mstep: Class 6 contains 111038 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 25355 members 
Mstep: Class 10 contains 27313 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 51029 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18482 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33405 members 
Mstep: Class 17 contains 19907 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30331 members 
Mstep: Class 24 contains 147775 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144352.000000 Penalty: 92577.601562
Iteration 108Q: 28 clusters Score -1.341444e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 227533 members 
Mstep: Class 5 contains 94737 members 
Mstep: Class 6 contains 111023 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 25457 members 
Mstep: Class 10 contains 27282 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 50546 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18495 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33417 members 
Mstep: Class 17 contains 19940 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30338 members 
Mstep: Class 24 contains 147770 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144336.000000 Penalty: 92577.601562
Iteration 109Q: 28 clusters Score -1.341443e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 227866 members 
Mstep: Class 5 contains 94724 members 
Mstep: Class 6 contains 111018 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 25543 members 
Mstep: Class 10 contains 27264 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 50090 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 18502 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33425 members 
Mstep: Class 17 contains 19974 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30345 members 
Mstep: Class 24 contains 147782 members 
Mstep: Class 25 contains 12566 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144256.000000 Penalty: 92577.601562
Iteration 110Q: 28 clusters Score -1.341443e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 228178 members 
Mstep: Class 5 contains 94711 members 
Mstep: Class 6 contains 111011 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25632 members 
Mstep: Class 10 contains 27254 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 49633 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 18525 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33429 members 
Mstep: Class 17 contains 20006 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30348 members 
Mstep: Class 24 contains 147808 members 
Mstep: Class 25 contains 12571 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144016.000000 Penalty: 92577.601562
Iteration 111Q: 28 clusters Score -1.34144e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 228450 members 
Mstep: Class 5 contains 94704 members 
Mstep: Class 6 contains 111004 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25715 members 
Mstep: Class 10 contains 27250 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 49231 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 18554 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33441 members 
Mstep: Class 17 contains 20019 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30349 members 
Mstep: Class 24 contains 147816 members 
Mstep: Class 25 contains 12577 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143920.000000 Penalty: 92577.601562
Iteration 112Q: 28 clusters Score -1.341439e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 228709 members 
Mstep: Class 5 contains 94700 members 
Mstep: Class 6 contains 111005 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 27253 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 48848 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18576 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33452 members 
Mstep: Class 17 contains 20033 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30351 members 
Mstep: Class 24 contains 147816 members 
Mstep: Class 25 contains 12586 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143824.000000 Penalty: 92577.601562
Iteration 113Q: 28 clusters Score -1.341438e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 228943 members 
Mstep: Class 5 contains 94695 members 
Mstep: Class 6 contains 110995 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25851 members 
Mstep: Class 10 contains 27248 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 48501 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18596 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33461 members 
Mstep: Class 17 contains 20044 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30349 members 
Mstep: Class 24 contains 147832 members 
Mstep: Class 25 contains 12594 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144032.000000 Penalty: 92577.601562
Iteration 114Q: 28 clusters Score -1.34144e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 229182 members 
Mstep: Class 5 contains 94683 members 
Mstep: Class 6 contains 110985 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25918 members 
Mstep: Class 10 contains 27242 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 48157 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 20056 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30349 members 
Mstep: Class 24 contains 147853 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144024.000000 Penalty: 92577.601562
Iteration 115Q: 28 clusters Score -1.34144e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 229412 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110979 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 27234 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 47810 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18641 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33476 members 
Mstep: Class 17 contains 20072 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30354 members 
Mstep: Class 24 contains 147856 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144008.000000 Penalty: 92577.601562
Iteration 116Q: 28 clusters Score -1.34144e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 229620 members 
Mstep: Class 5 contains 94703 members 
Mstep: Class 6 contains 110974 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26043 members 
Mstep: Class 10 contains 27231 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 47489 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18653 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33479 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30354 members 
Mstep: Class 24 contains 147864 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144008.000000 Penalty: 92577.601562
Iteration 117Q: 28 clusters Score -1.34144e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 229852 members 
Mstep: Class 5 contains 94695 members 
Mstep: Class 6 contains 110973 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26080 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 47186 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18665 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33479 members 
Mstep: Class 17 contains 20115 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147869 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 92577.601562
Iteration 118Q: 28 clusters Score -1.341439e+08 nChanged 479
Entering ConstructFrom: 
Score: -134143912.000000 Penalty: 92577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (89366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Entering Unmasked Estep 
Score: -12234171.000000 Penalty: 2827.322998
	Iteration 0F: 2 clusters Score -1.223417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -12174434.000000 Penalty: 5654.645996
	Iteration 0F: 3 clusters Score -1.217443e+07 nChanged 42311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -12198724.000000 Penalty: 5654.645996
	Iteration 1F: 3 clusters Score -1.219872e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -12199759.000000 Penalty: 5654.645996
	Iteration 2Q: 3 clusters Score -1.219976e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -12201058.000000 Penalty: 5654.645996
	Iteration 3Q: 3 clusters Score -1.220106e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -12202720.000000 Penalty: 5654.645996
	Iteration 4Q: 3 clusters Score -1.220272e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -12204623.000000 Penalty: 5654.645996
	Iteration 5F: 3 clusters Score -1.220462e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -12206654.000000 Penalty: 5654.645996
	Iteration 6F: 3 clusters Score -1.220665e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -12208819.000000 Penalty: 5654.645996
	Iteration 7F: 3 clusters Score -1.220882e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -12210776.000000 Penalty: 5654.645996
	Iteration 8Q: 3 clusters Score -1.221078e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -12212725.000000 Penalty: 5654.645996
	Iteration 9Q: 3 clusters Score -1.221272e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -12214892.000000 Penalty: 5654.645996
	Iteration 10Q: 3 clusters Score -1.221489e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -12217493.000000 Penalty: 5654.645996
	Iteration 11Q: 3 clusters Score -1.221749e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -12220741.000000 Penalty: 5654.645996
	Iteration 12F: 3 clusters Score -1.222074e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -12223946.000000 Penalty: 5654.645996
	Iteration 13Q: 3 clusters Score -1.222395e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -12226938.000000 Penalty: 5654.645996
	Iteration 14Q: 3 clusters Score -1.222694e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -12229118.000000 Penalty: 5654.645996
	Iteration 15Q: 3 clusters Score -1.222912e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -12230433.000000 Penalty: 5654.645996
	Iteration 16Q: 3 clusters Score -1.223043e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -12231050.000000 Penalty: 5654.645996
	Iteration 17Q: 3 clusters Score -1.223105e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -12231354.000000 Penalty: 5654.645996
	Iteration 18Q: 3 clusters Score -1.223135e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -12231536.000000 Penalty: 5654.645996
	Iteration 19Q: 3 clusters Score -1.223154e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -12231606.000000 Penalty: 5654.645996
	Iteration 20F: 3 clusters Score -1.223161e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -12231677.000000 Penalty: 5654.645996
	Iteration 21Q: 3 clusters Score -1.223168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -12231733.000000 Penalty: 5654.645996
	Iteration 22Q: 3 clusters Score -1.223173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -12231751.000000 Penalty: 5654.645996
	Iteration 23Q: 3 clusters Score -1.223175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -12231765.000000 Penalty: 5654.645996
	Iteration 24Q: 3 clusters Score -1.223176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -12231780.000000 Penalty: 5654.645996
	Iteration 25Q: 3 clusters Score -1.223178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -12231789.000000 Penalty: 5654.645996
	Iteration 26Q: 3 clusters Score -1.223179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -12231780.000000 Penalty: 5654.645996
	Iteration 27Q: 3 clusters Score -1.223178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -12231789.000000 Penalty: 5654.645996
	Iteration 28Q: 3 clusters Score -1.223179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -12231800.000000 Penalty: 5654.645996
	Iteration 29Q: 3 clusters Score -1.22318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -12231791.000000 Penalty: 5654.645996
	Iteration 30Q: 3 clusters Score -1.223179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -12231790.000000 Penalty: 5654.645996
	Iteration 31Q: 3 clusters Score -1.223179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -12231796.000000 Penalty: 5654.645996
	Iteration 32Q: 3 clusters Score -1.22318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -12231805.000000 Penalty: 5654.645996
	Iteration 33Q: 3 clusters Score -1.22318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -12231803.000000 Penalty: 5654.645996
	Iteration 34Q: 3 clusters Score -1.22318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -12231811.000000 Penalty: 5654.645996
	Iteration 35Q: 3 clusters Score -1.223181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -12231805.000000 Penalty: 5654.645996
	Iteration 36Q: 3 clusters Score -1.22318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -12231804.000000 Penalty: 5654.645996
	Iteration 37Q: 3 clusters Score -1.22318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -12231804.000000 Penalty: 5654.645996
	Iteration 38F: 3 clusters Score -1.22318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -547119.000000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -547119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -543030.562500 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -543030.6 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -544052.875000 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -544052.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -544372.125000 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -544372.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -544696.875000 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -544696.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -545114.750000 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -545114.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -545595.375000 Penalty: 4146.479492
	Iteration 5F: 3 clusters Score -545595.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -546021.687500 Penalty: 4146.479492
	Iteration 6F: 3 clusters Score -546021.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -546376.312500 Penalty: 4146.479492
	Iteration 7F: 3 clusters Score -546376.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -546670.312500 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -546670.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -546881.375000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -546881.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -546939.250000 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -546939.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -546953.687500 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -546953.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -546959.812500 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -546959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -546962.937500 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -546962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -546963.187500 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -546963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -546965.125000 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -546965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -546965.125000 Penalty: 4146.479492
	Iteration 16F: 3 clusters Score -546965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -311764.031250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -311764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -308902.218750 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -308902.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -310167.781250 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -310167.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -311041.593750 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -311041.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -311568.906250 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -311568.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -311929.750000 Penalty: 3886.839355
	Iteration 4F: 3 clusters Score -311929.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -312306.218750 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -312306.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -312529.500000 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -312529.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -312637.187500 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -312637.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -312692.687500 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -312692.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312748.656250 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -312748.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -312799.250000 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -312799.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -312842.687500 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -312842.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -312885.625000 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -312885.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -312931.812500 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -312931.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -313008.718750 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -313008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -313106.375000 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -313106.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -313153.812500 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -313153.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -313201.375000 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -313201.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -313258.687500 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -313258.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313306.718750 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -313306.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -313342.375000 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -313342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -313395.875000 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -313395.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -313469.875000 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -313469.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -313528.187500 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -313528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -313533.031250 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -313533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -313539.593750 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -313539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313542.156250 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -313542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -313543.812500 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -313543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -313543.812500 Penalty: 3886.839355
	Iteration 28F: 3 clusters Score -313543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 230035 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110976 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26127 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147888 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
Score: -134144328.000000 Penalty: 96006.398438
Splitting cluster 3 changes total score from -134143912.000000 to -134144328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (230035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230035 members 
Entering Unmasked Estep 
Score: -31471734.000000 Penalty: 3061.804688
	Iteration 0F: 2 clusters Score -3.147173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -31332816.000000 Penalty: 6123.609375
	Iteration 0F: 3 clusters Score -3.133282e+07 nChanged 111550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -31398528.000000 Penalty: 6123.609375
	Iteration 1F: 3 clusters Score -3.139853e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -31400318.000000 Penalty: 6123.609375
	Iteration 2Q: 3 clusters Score -3.140032e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -31403134.000000 Penalty: 6123.609375
	Iteration 3Q: 3 clusters Score -3.140313e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -31407876.000000 Penalty: 6123.609375
	Iteration 4Q: 3 clusters Score -3.140788e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -31415832.000000 Penalty: 6123.609375
	Iteration 5F: 3 clusters Score -3.141583e+07 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -31428356.000000 Penalty: 6123.609375
	Iteration 6F: 3 clusters Score -3.142836e+07 nChanged 19453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
Score: -31442098.000000 Penalty: 6123.609375
	Iteration 7F: 3 clusters Score -3.14421e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 210853 members 
Entering Unmasked Estep 
Score: -31453240.000000 Penalty: 6123.609375
	Iteration 8F: 3 clusters Score -3.145324e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 221030 members 
Entering Unmasked Estep 
Score: -31461552.000000 Penalty: 6123.609375
	Iteration 9Q: 3 clusters Score -3.146155e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 226158 members 
Entering Unmasked Estep 
Score: -31465798.000000 Penalty: 6123.609375
	Iteration 10Q: 3 clusters Score -3.14658e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 228270 members 
Entering Unmasked Estep 
Score: -31467314.000000 Penalty: 6123.609375
	Iteration 11Q: 3 clusters Score -3.146731e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 229070 members 
Entering Unmasked Estep 
Score: -31468106.000000 Penalty: 6123.609375
	Iteration 12Q: 3 clusters Score -3.146811e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 229368 members 
Entering Unmasked Estep 
Score: -31468520.000000 Penalty: 6123.609375
	Iteration 13Q: 3 clusters Score -3.146852e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 229482 members 
Entering Unmasked Estep 
Score: -31468702.000000 Penalty: 6123.609375
	Iteration 14Q: 3 clusters Score -3.14687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 229544 members 
Entering Unmasked Estep 
Score: -31468790.000000 Penalty: 6123.609375
	Iteration 15Q: 3 clusters Score -3.146879e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229585 members 
Entering Unmasked Estep 
Score: -31468818.000000 Penalty: 6123.609375
	Iteration 16Q: 3 clusters Score -3.146882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 229596 members 
Entering Unmasked Estep 
Score: -31468848.000000 Penalty: 6123.609375
	Iteration 17Q: 3 clusters Score -3.146885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 229600 members 
Entering Unmasked Estep 
Score: -31468870.000000 Penalty: 6123.609375
	Iteration 18Q: 3 clusters Score -3.146887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 229602 members 
Entering Unmasked Estep 
Score: -31468858.000000 Penalty: 6123.609375
	Iteration 19Q: 3 clusters Score -3.146886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229603 members 
Entering Unmasked Estep 
Score: -31468884.000000 Penalty: 6123.609375
	Iteration 20F: 3 clusters Score -3.146888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 229606 members 
Entering Unmasked Estep 
Score: -31468910.000000 Penalty: 6123.609375
	Iteration 21Q: 3 clusters Score -3.146891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 229605 members 
Entering Unmasked Estep 
Score: -31468908.000000 Penalty: 6123.609375
	Iteration 22Q: 3 clusters Score -3.146891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -31468900.000000 Penalty: 6123.609375
	Iteration 23Q: 3 clusters Score -3.14689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 229610 members 
Entering Unmasked Estep 
Score: -31468916.000000 Penalty: 6123.609375
	Iteration 24Q: 3 clusters Score -3.146892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 229616 members 
Entering Unmasked Estep 
Score: -31468930.000000 Penalty: 6123.609375
	Iteration 25Q: 3 clusters Score -3.146893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229621 members 
Entering Unmasked Estep 
Score: -31468924.000000 Penalty: 6123.609375
	Iteration 26Q: 3 clusters Score -3.146892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 229626 members 
Entering Unmasked Estep 
Score: -31468942.000000 Penalty: 6123.609375
	Iteration 27Q: 3 clusters Score -3.146894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229632 members 
Entering Unmasked Estep 
Score: -31468938.000000 Penalty: 6123.609375
	Iteration 28Q: 3 clusters Score -3.146894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 229640 members 
Entering Unmasked Estep 
Score: -31468944.000000 Penalty: 6123.609375
	Iteration 29Q: 3 clusters Score -3.146894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 229644 members 
Entering Unmasked Estep 
Score: -31468980.000000 Penalty: 6123.609375
	Iteration 30Q: 3 clusters Score -3.146898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 229647 members 
Entering Unmasked Estep 
Score: -31468960.000000 Penalty: 6123.609375
	Iteration 31Q: 3 clusters Score -3.146896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -31468974.000000 Penalty: 6123.609375
	Iteration 32Q: 3 clusters Score -3.146897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -31468970.000000 Penalty: 6123.609375
	Iteration 33Q: 3 clusters Score -3.146897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -31468980.000000 Penalty: 6123.609375
	Iteration 34Q: 3 clusters Score -3.146898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 229654 members 
Entering Unmasked Estep 
Score: -31468986.000000 Penalty: 6123.609375
	Iteration 35Q: 3 clusters Score -3.146899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -31468988.000000 Penalty: 6123.609375
	Iteration 36Q: 3 clusters Score -3.146899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -31468988.000000 Penalty: 6123.609375
	Iteration 37F: 3 clusters Score -3.146899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Entering Unmasked Estep 
Score: -12824446.000000 Penalty: 2841.663818
	Iteration 0F: 2 clusters Score -1.282445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -12761230.000000 Penalty: 5683.327637
	Iteration 0F: 3 clusters Score -1.276123e+07 nChanged 44761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -12786644.000000 Penalty: 5683.327637
	Iteration 1F: 3 clusters Score -1.278664e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -12787710.000000 Penalty: 5683.327637
	Iteration 2Q: 3 clusters Score -1.278771e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -12789350.000000 Penalty: 5683.327637
	Iteration 3Q: 3 clusters Score -1.278935e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -12792196.000000 Penalty: 5683.327637
	Iteration 4F: 3 clusters Score -1.27922e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -12797225.000000 Penalty: 5683.327637
	Iteration 5F: 3 clusters Score -1.279722e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -12804616.000000 Penalty: 5683.327637
	Iteration 6F: 3 clusters Score -1.280462e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -12812390.000000 Penalty: 5683.327637
	Iteration 7F: 3 clusters Score -1.281239e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -12817895.000000 Penalty: 5683.327637
	Iteration 8F: 3 clusters Score -1.28179e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -12820342.000000 Penalty: 5683.327637
	Iteration 9Q: 3 clusters Score -1.282034e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12821307.000000 Penalty: 5683.327637
	Iteration 10Q: 3 clusters Score -1.282131e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12821653.000000 Penalty: 5683.327637
	Iteration 11Q: 3 clusters Score -1.282165e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12821790.000000 Penalty: 5683.327637
	Iteration 12Q: 3 clusters Score -1.282179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12821859.000000 Penalty: 5683.327637
	Iteration 13Q: 3 clusters Score -1.282186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12821932.000000 Penalty: 5683.327637
	Iteration 14Q: 3 clusters Score -1.282193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12821986.000000 Penalty: 5683.327637
	Iteration 15Q: 3 clusters Score -1.282199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12822023.000000 Penalty: 5683.327637
	Iteration 16Q: 3 clusters Score -1.282202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12822045.000000 Penalty: 5683.327637
	Iteration 17Q: 3 clusters Score -1.282204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12822058.000000 Penalty: 5683.327637
	Iteration 18Q: 3 clusters Score -1.282206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12822088.000000 Penalty: 5683.327637
	Iteration 19Q: 3 clusters Score -1.282209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12822106.000000 Penalty: 5683.327637
	Iteration 20F: 3 clusters Score -1.282211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12822123.000000 Penalty: 5683.327637
	Iteration 21Q: 3 clusters Score -1.282212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12822119.000000 Penalty: 5683.327637
	Iteration 22Q: 3 clusters Score -1.282212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12822115.000000 Penalty: 5683.327637
	Iteration 23Q: 3 clusters Score -1.282212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12822122.000000 Penalty: 5683.327637
	Iteration 24Q: 3 clusters Score -1.282212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12822125.000000 Penalty: 5683.327637
	Iteration 25Q: 3 clusters Score -1.282212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12822138.000000 Penalty: 5683.327637
	Iteration 26Q: 3 clusters Score -1.282214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12822145.000000 Penalty: 5683.327637
	Iteration 27Q: 3 clusters Score -1.282214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12822144.000000 Penalty: 5683.327637
	Iteration 28Q: 3 clusters Score -1.282214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12822147.000000 Penalty: 5683.327637
	Iteration 29Q: 3 clusters Score -1.282215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12822154.000000 Penalty: 5683.327637
	Iteration 30Q: 3 clusters Score -1.282215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12822151.000000 Penalty: 5683.327637
	Iteration 31Q: 3 clusters Score -1.282215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12822166.000000 Penalty: 5683.327637
	Iteration 32Q: 3 clusters Score -1.282217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12822169.000000 Penalty: 5683.327637
	Iteration 33Q: 3 clusters Score -1.282217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12822163.000000 Penalty: 5683.327637
	Iteration 34Q: 3 clusters Score -1.282216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12822170.000000 Penalty: 5683.327637
	Iteration 35Q: 3 clusters Score -1.282217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12822178.000000 Penalty: 5683.327637
	Iteration 36Q: 3 clusters Score -1.282218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12822174.000000 Penalty: 5683.327637
	Iteration 37Q: 3 clusters Score -1.282217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12822176.000000 Penalty: 5683.327637
	Iteration 38Q: 3 clusters Score -1.282218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12822167.000000 Penalty: 5683.327637
	Iteration 39Q: 3 clusters Score -1.282217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12822182.000000 Penalty: 5683.327637
	Iteration 40F: 3 clusters Score -1.282218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12822190.000000 Penalty: 5683.327637
	Iteration 41Q: 3 clusters Score -1.282219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12822190.000000 Penalty: 5683.327637
	Iteration 42F: 3 clusters Score -1.282219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Entering Unmasked Estep 
Score: -14989081.000000 Penalty: 2881.033203
	Iteration 0F: 2 clusters Score -1.498908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -14915351.000000 Penalty: 5762.066406
	Iteration 0F: 3 clusters Score -1.491535e+07 nChanged 52649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -14945061.000000 Penalty: 5762.066406
	Iteration 1F: 3 clusters Score -1.494506e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -14945618.000000 Penalty: 5762.066406
	Iteration 2Q: 3 clusters Score -1.494562e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -14946193.000000 Penalty: 5762.066406
	Iteration 3Q: 3 clusters Score -1.494619e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -14946914.000000 Penalty: 5762.066406
	Iteration 4Q: 3 clusters Score -1.494691e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -14947515.000000 Penalty: 5762.066406
	Iteration 5Q: 3 clusters Score -1.494752e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -14948266.000000 Penalty: 5762.066406
	Iteration 6Q: 3 clusters Score -1.494827e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -14949121.000000 Penalty: 5762.066406
	Iteration 7Q: 3 clusters Score -1.494912e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -14950278.000000 Penalty: 5762.066406
	Iteration 8Q: 3 clusters Score -1.495028e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -14951572.000000 Penalty: 5762.066406
	Iteration 9Q: 3 clusters Score -1.495157e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -14952997.000000 Penalty: 5762.066406
	Iteration 10Q: 3 clusters Score -1.4953e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -14954510.000000 Penalty: 5762.066406
	Iteration 11Q: 3 clusters Score -1.495451e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -14956053.000000 Penalty: 5762.066406
	Iteration 12Q: 3 clusters Score -1.495605e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -14957393.000000 Penalty: 5762.066406
	Iteration 13Q: 3 clusters Score -1.495739e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -14958639.000000 Penalty: 5762.066406
	Iteration 14Q: 3 clusters Score -1.495864e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -14959915.000000 Penalty: 5762.066406
	Iteration 15Q: 3 clusters Score -1.495992e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -14961235.000000 Penalty: 5762.066406
	Iteration 16Q: 3 clusters Score -1.496124e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -14962654.000000 Penalty: 5762.066406
	Iteration 17Q: 3 clusters Score -1.496265e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -14964212.000000 Penalty: 5762.066406
	Iteration 18Q: 3 clusters Score -1.496421e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -14965993.000000 Penalty: 5762.066406
	Iteration 19Q: 3 clusters Score -1.496599e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -14967782.000000 Penalty: 5762.066406
	Iteration 20F: 3 clusters Score -1.496778e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -14969283.000000 Penalty: 5762.066406
	Iteration 21Q: 3 clusters Score -1.496928e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -14970419.000000 Penalty: 5762.066406
	Iteration 22Q: 3 clusters Score -1.497042e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -14971367.000000 Penalty: 5762.066406
	Iteration 23Q: 3 clusters Score -1.497137e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -14971974.000000 Penalty: 5762.066406
	Iteration 24Q: 3 clusters Score -1.497197e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -14972610.000000 Penalty: 5762.066406
	Iteration 25Q: 3 clusters Score -1.497261e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -14973179.000000 Penalty: 5762.066406
	Iteration 26Q: 3 clusters Score -1.497318e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -14973805.000000 Penalty: 5762.066406
	Iteration 27Q: 3 clusters Score -1.49738e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -14974415.000000 Penalty: 5762.066406
	Iteration 28Q: 3 clusters Score -1.497442e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -14975089.000000 Penalty: 5762.066406
	Iteration 29Q: 3 clusters Score -1.497509e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -14975771.000000 Penalty: 5762.066406
	Iteration 30Q: 3 clusters Score -1.497577e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -14976513.000000 Penalty: 5762.066406
	Iteration 31Q: 3 clusters Score -1.497651e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -14977376.000000 Penalty: 5762.066406
	Iteration 32Q: 3 clusters Score -1.497738e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -14978342.000000 Penalty: 5762.066406
	Iteration 33Q: 3 clusters Score -1.497834e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -14979312.000000 Penalty: 5762.066406
	Iteration 34Q: 3 clusters Score -1.497931e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -14980304.000000 Penalty: 5762.066406
	Iteration 35Q: 3 clusters Score -1.49803e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -14981310.000000 Penalty: 5762.066406
	Iteration 36Q: 3 clusters Score -1.498131e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -14982267.000000 Penalty: 5762.066406
	Iteration 37Q: 3 clusters Score -1.498227e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -14983182.000000 Penalty: 5762.066406
	Iteration 38Q: 3 clusters Score -1.498318e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -14983939.000000 Penalty: 5762.066406
	Iteration 39Q: 3 clusters Score -1.498394e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -14984600.000000 Penalty: 5762.066406
	Iteration 40F: 3 clusters Score -1.49846e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14985094.000000 Penalty: 5762.066406
	Iteration 41Q: 3 clusters Score -1.498509e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14985478.000000 Penalty: 5762.066406
	Iteration 42Q: 3 clusters Score -1.498548e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14985811.000000 Penalty: 5762.066406
	Iteration 43Q: 3 clusters Score -1.498581e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109807 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14986036.000000 Penalty: 5762.066406
	Iteration 44Q: 3 clusters Score -1.498604e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14986192.000000 Penalty: 5762.066406
	Iteration 45Q: 3 clusters Score -1.498619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14986300.000000 Penalty: 5762.066406
	Iteration 46Q: 3 clusters Score -1.49863e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14986352.000000 Penalty: 5762.066406
	Iteration 47Q: 3 clusters Score -1.498635e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14986404.000000 Penalty: 5762.066406
	Iteration 48Q: 3 clusters Score -1.49864e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14986441.000000 Penalty: 5762.066406
	Iteration 49Q: 3 clusters Score -1.498644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14986467.000000 Penalty: 5762.066406
	Iteration 50Q: 3 clusters Score -1.498647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14986475.000000 Penalty: 5762.066406
	Iteration 51Q: 3 clusters Score -1.498648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14986485.000000 Penalty: 5762.066406
	Iteration 52Q: 3 clusters Score -1.498648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14986488.000000 Penalty: 5762.066406
	Iteration 53Q: 3 clusters Score -1.498649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14986492.000000 Penalty: 5762.066406
	Iteration 54Q: 3 clusters Score -1.498649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14986490.000000 Penalty: 5762.066406
	Iteration 55Q: 3 clusters Score -1.498649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14986498.000000 Penalty: 5762.066406
	Iteration 56Q: 3 clusters Score -1.49865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14986498.000000 Penalty: 5762.066406
	Iteration 57F: 3 clusters Score -1.49865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -433102.468750 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -433102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -429660.500000 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -429660.5 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -430379.812500 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -430379.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -430542.875000 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -430542.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -430640.593750 Penalty: 4017.830566
	Iteration 3Q: 3 clusters Score -430640.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -430694.656250 Penalty: 4017.830566
	Iteration 4Q: 3 clusters Score -430694.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -430743.031250 Penalty: 4017.830566
	Iteration 5Q: 3 clusters Score -430743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -430777.531250 Penalty: 4017.830566
	Iteration 6Q: 3 clusters Score -430777.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -430810.000000 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -430810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -430843.718750 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -430843.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -430871.468750 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -430871.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -430889.500000 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -430889.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -430905.593750 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -430905.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -430917.343750 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -430917.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -430931.906250 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -430931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -430943.468750 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -430943.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -430959.031250 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -430959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -430969.812500 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -430969.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -430978.187500 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -430978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -430985.343750 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -430985.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -430994.312500 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -430994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -431002.187500 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -431002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -431009.843750 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -431009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -431017.750000 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -431017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431021.156250 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -431021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -431026.531250 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -431026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431029.718750 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -431029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431031.968750 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -431032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -431033.906250 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -431033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -431033.656250 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -431033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -431035.375000 Penalty: 4017.830566
	Iteration 29Q: 3 clusters Score -431035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -431036.250000 Penalty: 4017.830566
	Iteration 30Q: 3 clusters Score -431036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431036.718750 Penalty: 4017.830566
	Iteration 31Q: 3 clusters Score -431036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -431036.468750 Penalty: 4017.830566
	Iteration 32Q: 3 clusters Score -431036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431037.000000 Penalty: 4017.830566
	Iteration 33Q: 3 clusters Score -431037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -431037.000000 Penalty: 4017.830566
	Iteration 34F: 3 clusters Score -431037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -887171.687500 Penalty: 2182.428223
	Iteration 0F: 2 clusters Score -887171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -881638.562500 Penalty: 4364.856445
	Iteration 0F: 3 clusters Score -881638.6 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -882977.625000 Penalty: 4364.856445
	Iteration 1F: 3 clusters Score -882977.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -883191.250000 Penalty: 4364.856445
	Iteration 2F: 3 clusters Score -883191.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -883338.000000 Penalty: 4364.856445
	Iteration 3F: 3 clusters Score -883338 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -883457.875000 Penalty: 4364.856445
	Iteration 4Q: 3 clusters Score -883457.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -883552.437500 Penalty: 4364.856445
	Iteration 5Q: 3 clusters Score -883552.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -883627.500000 Penalty: 4364.856445
	Iteration 6Q: 3 clusters Score -883627.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -883700.812500 Penalty: 4364.856445
	Iteration 7Q: 3 clusters Score -883700.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -883759.562500 Penalty: 4364.856445
	Iteration 8Q: 3 clusters Score -883759.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -883834.250000 Penalty: 4364.856445
	Iteration 9Q: 3 clusters Score -883834.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -883907.750000 Penalty: 4364.856445
	Iteration 10Q: 3 clusters Score -883907.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -883990.062500 Penalty: 4364.856445
	Iteration 11Q: 3 clusters Score -883990.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -884078.250000 Penalty: 4364.856445
	Iteration 12Q: 3 clusters Score -884078.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -884155.562500 Penalty: 4364.856445
	Iteration 13Q: 3 clusters Score -884155.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -884221.125000 Penalty: 4364.856445
	Iteration 14Q: 3 clusters Score -884221.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -884295.250000 Penalty: 4364.856445
	Iteration 15Q: 3 clusters Score -884295.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -884365.250000 Penalty: 4364.856445
	Iteration 16Q: 3 clusters Score -884365.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -884426.562500 Penalty: 4364.856445
	Iteration 17Q: 3 clusters Score -884426.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -884492.375000 Penalty: 4364.856445
	Iteration 18Q: 3 clusters Score -884492.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -884567.875000 Penalty: 4364.856445
	Iteration 19Q: 3 clusters Score -884567.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -884655.125000 Penalty: 4364.856445
	Iteration 20F: 3 clusters Score -884655.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -884734.937500 Penalty: 4364.856445
	Iteration 21Q: 3 clusters Score -884734.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -884782.937500 Penalty: 4364.856445
	Iteration 22Q: 3 clusters Score -884782.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -884833.625000 Penalty: 4364.856445
	Iteration 23Q: 3 clusters Score -884833.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -884888.250000 Penalty: 4364.856445
	Iteration 24Q: 3 clusters Score -884888.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -884936.625000 Penalty: 4364.856445
	Iteration 25Q: 3 clusters Score -884936.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -884975.375000 Penalty: 4364.856445
	Iteration 26Q: 3 clusters Score -884975.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -885004.250000 Penalty: 4364.856445
	Iteration 27Q: 3 clusters Score -885004.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -885024.187500 Penalty: 4364.856445
	Iteration 28Q: 3 clusters Score -885024.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -885046.937500 Penalty: 4364.856445
	Iteration 29Q: 3 clusters Score -885046.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -885075.500000 Penalty: 4364.856445
	Iteration 30Q: 3 clusters Score -885075.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -885099.500000 Penalty: 4364.856445
	Iteration 31Q: 3 clusters Score -885099.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -885122.062500 Penalty: 4364.856445
	Iteration 32Q: 3 clusters Score -885122.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -885145.312500 Penalty: 4364.856445
	Iteration 33Q: 3 clusters Score -885145.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -885163.750000 Penalty: 4364.856445
	Iteration 34Q: 3 clusters Score -885163.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -885183.062500 Penalty: 4364.856445
	Iteration 35Q: 3 clusters Score -885183.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -885200.000000 Penalty: 4364.856445
	Iteration 36Q: 3 clusters Score -885200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -885217.312500 Penalty: 4364.856445
	Iteration 37Q: 3 clusters Score -885217.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -885232.937500 Penalty: 4364.856445
	Iteration 38Q: 3 clusters Score -885232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -885241.937500 Penalty: 4364.856445
	Iteration 39Q: 3 clusters Score -885241.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -885257.125000 Penalty: 4364.856445
	Iteration 40F: 3 clusters Score -885257.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -885265.750000 Penalty: 4364.856445
	Iteration 41Q: 3 clusters Score -885265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -885279.625000 Penalty: 4364.856445
	Iteration 42Q: 3 clusters Score -885279.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -885290.312500 Penalty: 4364.856445
	Iteration 43Q: 3 clusters Score -885290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -885298.437500 Penalty: 4364.856445
	Iteration 44Q: 3 clusters Score -885298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -885307.000000 Penalty: 4364.856445
	Iteration 45Q: 3 clusters Score -885307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -885311.375000 Penalty: 4364.856445
	Iteration 46Q: 3 clusters Score -885311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -885312.687500 Penalty: 4364.856445
	Iteration 47Q: 3 clusters Score -885312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -885314.062500 Penalty: 4364.856445
	Iteration 48Q: 3 clusters Score -885314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -885313.062500 Penalty: 4364.856445
	Iteration 49Q: 3 clusters Score -885313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -885313.062500 Penalty: 4364.856445
	Iteration 50F: 3 clusters Score -885313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Entering Unmasked Estep 
Score: -3605924.750000 Penalty: 2522.339844
	Iteration 0F: 2 clusters Score -3605925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3587828.250000 Penalty: 5044.679688
	Iteration 0F: 3 clusters Score -3587828 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3594183.000000 Penalty: 5044.679688
	Iteration 1F: 3 clusters Score -3594183 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3594670.500000 Penalty: 5044.679688
	Iteration 2F: 3 clusters Score -3594670 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3595079.750000 Penalty: 5044.679688
	Iteration 3Q: 3 clusters Score -3595080 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3595463.750000 Penalty: 5044.679688
	Iteration 4Q: 3 clusters Score -3595464 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3595885.500000 Penalty: 5044.679688
	Iteration 5Q: 3 clusters Score -3595886 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3596298.250000 Penalty: 5044.679688
	Iteration 6Q: 3 clusters Score -3596298 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3596711.000000 Penalty: 5044.679688
	Iteration 7Q: 3 clusters Score -3596711 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3597129.750000 Penalty: 5044.679688
	Iteration 8Q: 3 clusters Score -3597130 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3597600.750000 Penalty: 5044.679688
	Iteration 9Q: 3 clusters Score -3597601 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3598193.000000 Penalty: 5044.679688
	Iteration 10Q: 3 clusters Score -3598193 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3598838.250000 Penalty: 5044.679688
	Iteration 11Q: 3 clusters Score -3598838 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3599558.750000 Penalty: 5044.679688
	Iteration 12Q: 3 clusters Score -3599559 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3600150.750000 Penalty: 5044.679688
	Iteration 13Q: 3 clusters Score -3600151 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3600542.000000 Penalty: 5044.679688
	Iteration 14Q: 3 clusters Score -3600542 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3600825.250000 Penalty: 5044.679688
	Iteration 15Q: 3 clusters Score -3600825 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3600997.250000 Penalty: 5044.679688
	Iteration 16Q: 3 clusters Score -3600997 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3601145.000000 Penalty: 5044.679688
	Iteration 17Q: 3 clusters Score -3601145 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3601277.500000 Penalty: 5044.679688
	Iteration 18Q: 3 clusters Score -3601278 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3601413.500000 Penalty: 5044.679688
	Iteration 19Q: 3 clusters Score -3601414 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3601553.250000 Penalty: 5044.679688
	Iteration 20F: 3 clusters Score -3601553 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3601710.250000 Penalty: 5044.679688
	Iteration 21Q: 3 clusters Score -3601710 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3601873.500000 Penalty: 5044.679688
	Iteration 22Q: 3 clusters Score -3601874 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3602054.000000 Penalty: 5044.679688
	Iteration 23Q: 3 clusters Score -3602054 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3602192.750000 Penalty: 5044.679688
	Iteration 24Q: 3 clusters Score -3602193 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3602345.500000 Penalty: 5044.679688
	Iteration 25Q: 3 clusters Score -3602346 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3602511.000000 Penalty: 5044.679688
	Iteration 26Q: 3 clusters Score -3602511 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3602676.750000 Penalty: 5044.679688
	Iteration 27Q: 3 clusters Score -3602677 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3602859.000000 Penalty: 5044.679688
	Iteration 28Q: 3 clusters Score -3602859 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3603024.500000 Penalty: 5044.679688
	Iteration 29Q: 3 clusters Score -3603024 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3603147.500000 Penalty: 5044.679688
	Iteration 30Q: 3 clusters Score -3603148 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3603251.000000 Penalty: 5044.679688
	Iteration 31Q: 3 clusters Score -3603251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3603334.000000 Penalty: 5044.679688
	Iteration 32Q: 3 clusters Score -3603334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3603409.250000 Penalty: 5044.679688
	Iteration 33Q: 3 clusters Score -3603409 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3603474.750000 Penalty: 5044.679688
	Iteration 34Q: 3 clusters Score -3603475 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3603529.000000 Penalty: 5044.679688
	Iteration 35Q: 3 clusters Score -3603529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3603579.500000 Penalty: 5044.679688
	Iteration 36Q: 3 clusters Score -3603580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3603615.500000 Penalty: 5044.679688
	Iteration 37Q: 3 clusters Score -3603616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3603653.000000 Penalty: 5044.679688
	Iteration 38Q: 3 clusters Score -3603653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3603690.250000 Penalty: 5044.679688
	Iteration 39Q: 3 clusters Score -3603690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3603737.500000 Penalty: 5044.679688
	Iteration 40F: 3 clusters Score -3603738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3603761.750000 Penalty: 5044.679688
	Iteration 41Q: 3 clusters Score -3603762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3603789.750000 Penalty: 5044.679688
	Iteration 42Q: 3 clusters Score -3603790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3603817.000000 Penalty: 5044.679688
	Iteration 43Q: 3 clusters Score -3603817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3603823.750000 Penalty: 5044.679688
	Iteration 44Q: 3 clusters Score -3603824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3603836.500000 Penalty: 5044.679688
	Iteration 45Q: 3 clusters Score -3603836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3603843.000000 Penalty: 5044.679688
	Iteration 46Q: 3 clusters Score -3603843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3603848.750000 Penalty: 5044.679688
	Iteration 47Q: 3 clusters Score -3603849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3603858.250000 Penalty: 5044.679688
	Iteration 48Q: 3 clusters Score -3603858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3603862.750000 Penalty: 5044.679688
	Iteration 49Q: 3 clusters Score -3603863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3603861.000000 Penalty: 5044.679688
	Iteration 50Q: 3 clusters Score -3603861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3603865.500000 Penalty: 5044.679688
	Iteration 51Q: 3 clusters Score -3603866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3603866.750000 Penalty: 5044.679688
	Iteration 52Q: 3 clusters Score -3603867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3603868.500000 Penalty: 5044.679688
	Iteration 53Q: 3 clusters Score -3603868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3603873.500000 Penalty: 5044.679688
	Iteration 54Q: 3 clusters Score -3603874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3603873.500000 Penalty: 5044.679688
	Iteration 55Q: 3 clusters Score -3603874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3603874.500000 Penalty: 5044.679688
	Iteration 56Q: 3 clusters Score -3603874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3603877.250000 Penalty: 5044.679688
	Iteration 57Q: 3 clusters Score -3603877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3603880.750000 Penalty: 5044.679688
	Iteration 58Q: 3 clusters Score -3603881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3603881.000000 Penalty: 5044.679688
	Iteration 59Q: 3 clusters Score -3603881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3603883.250000 Penalty: 5044.679688
	Iteration 60F: 3 clusters Score -3603883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3603886.250000 Penalty: 5044.679688
	Iteration 61Q: 3 clusters Score -3603886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3603895.000000 Penalty: 5044.679688
	Iteration 62Q: 3 clusters Score -3603895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3603896.250000 Penalty: 5044.679688
	Iteration 63Q: 3 clusters Score -3603896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3603896.250000 Penalty: 5044.679688
	Iteration 64Q: 3 clusters Score -3603896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3603901.000000 Penalty: 5044.679688
	Iteration 65Q: 3 clusters Score -3603901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3603898.750000 Penalty: 5044.679688
	Iteration 66Q: 3 clusters Score -3603899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3603902.750000 Penalty: 5044.679688
	Iteration 67Q: 3 clusters Score -3603903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3603902.750000 Penalty: 5044.679688
	Iteration 68Q: 3 clusters Score -3603903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3603902.500000 Penalty: 5044.679688
	Iteration 69Q: 3 clusters Score -3603902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3603907.000000 Penalty: 5044.679688
	Iteration 70Q: 3 clusters Score -3603907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3603910.250000 Penalty: 5044.679688
	Iteration 71Q: 3 clusters Score -3603910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3603909.250000 Penalty: 5044.679688
	Iteration 72Q: 3 clusters Score -3603909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3603915.000000 Penalty: 5044.679688
	Iteration 73Q: 3 clusters Score -3603915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3603912.750000 Penalty: 5044.679688
	Iteration 74Q: 3 clusters Score -3603913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3603915.750000 Penalty: 5044.679688
	Iteration 75Q: 3 clusters Score -3603916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3603915.250000 Penalty: 5044.679688
	Iteration 76Q: 3 clusters Score -3603915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3603914.750000 Penalty: 5044.679688
	Iteration 77Q: 3 clusters Score -3603915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3603917.750000 Penalty: 5044.679688
	Iteration 78Q: 3 clusters Score -3603918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3603920.250000 Penalty: 5044.679688
	Iteration 79Q: 3 clusters Score -3603920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3603923.750000 Penalty: 5044.679688
	Iteration 80F: 3 clusters Score -3603924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3603921.750000 Penalty: 5044.679688
	Iteration 81Q: 3 clusters Score -3603922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3603920.250000 Penalty: 5044.679688
	Iteration 82Q: 3 clusters Score -3603920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3603920.250000 Penalty: 5044.679688
	Iteration 83F: 3 clusters Score -3603920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Entering Unmasked Estep 
Score: -3503650.250000 Penalty: 2532.485107
	Iteration 0F: 2 clusters Score -3503650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3484811.750000 Penalty: 5064.970215
	Iteration 0F: 3 clusters Score -3484812 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3491523.250000 Penalty: 5064.970215
	Iteration 1F: 3 clusters Score -3491523 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3492010.250000 Penalty: 5064.970215
	Iteration 2Q: 3 clusters Score -3492010 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3492481.000000 Penalty: 5064.970215
	Iteration 3Q: 3 clusters Score -3492481 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3493006.000000 Penalty: 5064.970215
	Iteration 4Q: 3 clusters Score -3493006 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3493519.000000 Penalty: 5064.970215
	Iteration 5Q: 3 clusters Score -3493519 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3494131.500000 Penalty: 5064.970215
	Iteration 6Q: 3 clusters Score -3494132 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3494782.250000 Penalty: 5064.970215
	Iteration 7Q: 3 clusters Score -3494782 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3495539.750000 Penalty: 5064.970215
	Iteration 8Q: 3 clusters Score -3495540 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3496369.000000 Penalty: 5064.970215
	Iteration 9Q: 3 clusters Score -3496369 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3497301.500000 Penalty: 5064.970215
	Iteration 10Q: 3 clusters Score -3497302 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3498159.250000 Penalty: 5064.970215
	Iteration 11Q: 3 clusters Score -3498159 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3498919.750000 Penalty: 5064.970215
	Iteration 12Q: 3 clusters Score -3498920 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3499480.500000 Penalty: 5064.970215
	Iteration 13Q: 3 clusters Score -3499480 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3499895.250000 Penalty: 5064.970215
	Iteration 14Q: 3 clusters Score -3499895 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3500201.250000 Penalty: 5064.970215
	Iteration 15Q: 3 clusters Score -3500201 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3500457.000000 Penalty: 5064.970215
	Iteration 16Q: 3 clusters Score -3500457 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3500727.250000 Penalty: 5064.970215
	Iteration 17Q: 3 clusters Score -3500727 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3500970.250000 Penalty: 5064.970215
	Iteration 18Q: 3 clusters Score -3500970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3501228.000000 Penalty: 5064.970215
	Iteration 19Q: 3 clusters Score -3501228 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3501469.000000 Penalty: 5064.970215
	Iteration 20F: 3 clusters Score -3501469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3501711.250000 Penalty: 5064.970215
	Iteration 21Q: 3 clusters Score -3501711 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3501899.500000 Penalty: 5064.970215
	Iteration 22Q: 3 clusters Score -3501900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3502036.750000 Penalty: 5064.970215
	Iteration 23Q: 3 clusters Score -3502037 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3502128.750000 Penalty: 5064.970215
	Iteration 24Q: 3 clusters Score -3502129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3502217.000000 Penalty: 5064.970215
	Iteration 25Q: 3 clusters Score -3502217 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3502341.250000 Penalty: 5064.970215
	Iteration 26Q: 3 clusters Score -3502341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3502445.000000 Penalty: 5064.970215
	Iteration 27Q: 3 clusters Score -3502445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3502506.500000 Penalty: 5064.970215
	Iteration 28Q: 3 clusters Score -3502506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3502534.500000 Penalty: 5064.970215
	Iteration 29Q: 3 clusters Score -3502534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3502555.000000 Penalty: 5064.970215
	Iteration 30Q: 3 clusters Score -3502555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3502564.500000 Penalty: 5064.970215
	Iteration 31Q: 3 clusters Score -3502564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3502569.500000 Penalty: 5064.970215
	Iteration 32Q: 3 clusters Score -3502570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3502570.750000 Penalty: 5064.970215
	Iteration 33Q: 3 clusters Score -3502571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3502573.500000 Penalty: 5064.970215
	Iteration 34Q: 3 clusters Score -3502574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3502574.500000 Penalty: 5064.970215
	Iteration 35Q: 3 clusters Score -3502574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3502577.750000 Penalty: 5064.970215
	Iteration 36Q: 3 clusters Score -3502578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3502577.250000 Penalty: 5064.970215
	Iteration 37Q: 3 clusters Score -3502577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3502582.000000 Penalty: 5064.970215
	Iteration 38Q: 3 clusters Score -3502582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3502584.500000 Penalty: 5064.970215
	Iteration 39Q: 3 clusters Score -3502584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3502581.000000 Penalty: 5064.970215
	Iteration 40F: 3 clusters Score -3502581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3502585.250000 Penalty: 5064.970215
	Iteration 41Q: 3 clusters Score -3502585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3502587.750000 Penalty: 5064.970215
	Iteration 42Q: 3 clusters Score -3502588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 5064.970215
	Iteration 43Q: 3 clusters Score -3502590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3502591.500000 Penalty: 5064.970215
	Iteration 44Q: 3 clusters Score -3502592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 5064.970215
	Iteration 45Q: 3 clusters Score -3502590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3502592.000000 Penalty: 5064.970215
	Iteration 46Q: 3 clusters Score -3502592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3502592.000000 Penalty: 5064.970215
	Iteration 47F: 3 clusters Score -3502592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Entering Unmasked Estep 
Score: -9869267.000000 Penalty: 2779.880371
	Iteration 0F: 2 clusters Score -9869267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -9820009.000000 Penalty: 5559.760742
	Iteration 0F: 3 clusters Score -9820009 nChanged 34449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -9839524.000000 Penalty: 5559.760742
	Iteration 1F: 3 clusters Score -9839524 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -9840431.000000 Penalty: 5559.760742
	Iteration 2Q: 3 clusters Score -9840431 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -9841586.000000 Penalty: 5559.760742
	Iteration 3Q: 3 clusters Score -9841586 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -9843015.000000 Penalty: 5559.760742
	Iteration 4Q: 3 clusters Score -9843015 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9844851.000000 Penalty: 5559.760742
	Iteration 5F: 3 clusters Score -9844851 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -9847171.000000 Penalty: 5559.760742
	Iteration 6F: 3 clusters Score -9847171 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -9849628.000000 Penalty: 5559.760742
	Iteration 7F: 3 clusters Score -9849628 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -9851875.000000 Penalty: 5559.760742
	Iteration 8F: 3 clusters Score -9851875 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9853668.000000 Penalty: 5559.760742
	Iteration 9Q: 3 clusters Score -9853668 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -9855178.000000 Penalty: 5559.760742
	Iteration 10Q: 3 clusters Score -9855178 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -9856259.000000 Penalty: 5559.760742
	Iteration 11Q: 3 clusters Score -9856259 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -9856988.000000 Penalty: 5559.760742
	Iteration 12Q: 3 clusters Score -9856988 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -9857468.000000 Penalty: 5559.760742
	Iteration 13Q: 3 clusters Score -9857468 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -9857845.000000 Penalty: 5559.760742
	Iteration 14Q: 3 clusters Score -9857845 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -9858123.000000 Penalty: 5559.760742
	Iteration 15Q: 3 clusters Score -9858123 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -9858372.000000 Penalty: 5559.760742
	Iteration 16Q: 3 clusters Score -9858372 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -9858623.000000 Penalty: 5559.760742
	Iteration 17Q: 3 clusters Score -9858623 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -9858831.000000 Penalty: 5559.760742
	Iteration 18Q: 3 clusters Score -9858831 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -9859017.000000 Penalty: 5559.760742
	Iteration 19Q: 3 clusters Score -9859017 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -9859251.000000 Penalty: 5559.760742
	Iteration 20F: 3 clusters Score -9859251 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -9859405.000000 Penalty: 5559.760742
	Iteration 21Q: 3 clusters Score -9859405 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -9859649.000000 Penalty: 5559.760742
	Iteration 22Q: 3 clusters Score -9859649 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -9859804.000000 Penalty: 5559.760742
	Iteration 23Q: 3 clusters Score -9859804 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -9859990.000000 Penalty: 5559.760742
	Iteration 24Q: 3 clusters Score -9859990 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -9860246.000000 Penalty: 5559.760742
	Iteration 25Q: 3 clusters Score -9860246 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -9860493.000000 Penalty: 5559.760742
	Iteration 26Q: 3 clusters Score -9860493 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -9860724.000000 Penalty: 5559.760742
	Iteration 27Q: 3 clusters Score -9860724 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -9860956.000000 Penalty: 5559.760742
	Iteration 28Q: 3 clusters Score -9860956 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -9861232.000000 Penalty: 5559.760742
	Iteration 29Q: 3 clusters Score -9861232 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -9861488.000000 Penalty: 5559.760742
	Iteration 30Q: 3 clusters Score -9861488 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -9861786.000000 Penalty: 5559.760742
	Iteration 31Q: 3 clusters Score -9861786 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -9862114.000000 Penalty: 5559.760742
	Iteration 32Q: 3 clusters Score -9862114 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -9862396.000000 Penalty: 5559.760742
	Iteration 33Q: 3 clusters Score -9862396 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -9862788.000000 Penalty: 5559.760742
	Iteration 34Q: 3 clusters Score -9862788 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -9863190.000000 Penalty: 5559.760742
	Iteration 35Q: 3 clusters Score -9863190 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -9863482.000000 Penalty: 5559.760742
	Iteration 36Q: 3 clusters Score -9863482 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -9863808.000000 Penalty: 5559.760742
	Iteration 37Q: 3 clusters Score -9863808 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -9864083.000000 Penalty: 5559.760742
	Iteration 38Q: 3 clusters Score -9864083 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -9864404.000000 Penalty: 5559.760742
	Iteration 39Q: 3 clusters Score -9864404 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -9864696.000000 Penalty: 5559.760742
	Iteration 40F: 3 clusters Score -9864696 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9865005.000000 Penalty: 5559.760742
	Iteration 41Q: 3 clusters Score -9865005 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9865247.000000 Penalty: 5559.760742
	Iteration 42Q: 3 clusters Score -9865247 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9865501.000000 Penalty: 5559.760742
	Iteration 43Q: 3 clusters Score -9865501 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9865738.000000 Penalty: 5559.760742
	Iteration 44Q: 3 clusters Score -9865738 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9865918.000000 Penalty: 5559.760742
	Iteration 45Q: 3 clusters Score -9865918 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9866120.000000 Penalty: 5559.760742
	Iteration 46Q: 3 clusters Score -9866120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9866271.000000 Penalty: 5559.760742
	Iteration 47Q: 3 clusters Score -9866271 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9866413.000000 Penalty: 5559.760742
	Iteration 48Q: 3 clusters Score -9866413 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9866521.000000 Penalty: 5559.760742
	Iteration 49Q: 3 clusters Score -9866521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9866630.000000 Penalty: 5559.760742
	Iteration 50Q: 3 clusters Score -9866630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9866683.000000 Penalty: 5559.760742
	Iteration 51Q: 3 clusters Score -9866683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9866782.000000 Penalty: 5559.760742
	Iteration 52Q: 3 clusters Score -9866782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9866820.000000 Penalty: 5559.760742
	Iteration 53Q: 3 clusters Score -9866820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9866856.000000 Penalty: 5559.760742
	Iteration 54Q: 3 clusters Score -9866856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9866879.000000 Penalty: 5559.760742
	Iteration 55Q: 3 clusters Score -9866879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9866901.000000 Penalty: 5559.760742
	Iteration 56Q: 3 clusters Score -9866901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9866899.000000 Penalty: 5559.760742
	Iteration 57Q: 3 clusters Score -9866899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9866910.000000 Penalty: 5559.760742
	Iteration 58Q: 3 clusters Score -9866910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9866909.000000 Penalty: 5559.760742
	Iteration 59Q: 3 clusters Score -9866909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9866909.000000 Penalty: 5559.760742
	Iteration 60F: 3 clusters Score -9866909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9866910.000000 Penalty: 5559.760742
	Iteration 61Q: 3 clusters Score -9866910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9866910.000000 Penalty: 5559.760742
	Iteration 62Q: 3 clusters Score -9866910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9866919.000000 Penalty: 5559.760742
	Iteration 63Q: 3 clusters Score -9866919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9866918.000000 Penalty: 5559.760742
	Iteration 64Q: 3 clusters Score -9866918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9866921.000000 Penalty: 5559.760742
	Iteration 65Q: 3 clusters Score -9866921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 5559.760742
	Iteration 66Q: 3 clusters Score -9866924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9866923.000000 Penalty: 5559.760742
	Iteration 67Q: 3 clusters Score -9866923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 5559.760742
	Iteration 68Q: 3 clusters Score -9866924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9866928.000000 Penalty: 5559.760742
	Iteration 69Q: 3 clusters Score -9866928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9866925.000000 Penalty: 5559.760742
	Iteration 70Q: 3 clusters Score -9866925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 5559.760742
	Iteration 71Q: 3 clusters Score -9866924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9866933.000000 Penalty: 5559.760742
	Iteration 72Q: 3 clusters Score -9866933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9866934.000000 Penalty: 5559.760742
	Iteration 73Q: 3 clusters Score -9866934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9866932.000000 Penalty: 5559.760742
	Iteration 74Q: 3 clusters Score -9866932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9866934.000000 Penalty: 5559.760742
	Iteration 75Q: 3 clusters Score -9866934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9866940.000000 Penalty: 5559.760742
	Iteration 76Q: 3 clusters Score -9866940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9866940.000000 Penalty: 5559.760742
	Iteration 77F: 3 clusters Score -9866940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46919 members 
Entering Unmasked Estep 
Score: -6446109.000000 Penalty: 2667.532227
	Iteration 0F: 2 clusters Score -6446109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -6414252.500000 Penalty: 5335.064453
	Iteration 0F: 3 clusters Score -6414252 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6426439.000000 Penalty: 5335.064453
	Iteration 1F: 3 clusters Score -6426439 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6427439.000000 Penalty: 5335.064453
	Iteration 2F: 3 clusters Score -6427439 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -6428565.000000 Penalty: 5335.064453
	Iteration 3F: 3 clusters Score -6428565 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6430012.500000 Penalty: 5335.064453
	Iteration 4F: 3 clusters Score -6430012 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6431666.000000 Penalty: 5335.064453
	Iteration 5F: 3 clusters Score -6431666 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6433579.500000 Penalty: 5335.064453
	Iteration 6F: 3 clusters Score -6433580 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -6435497.000000 Penalty: 5335.064453
	Iteration 7F: 3 clusters Score -6435497 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -6437253.500000 Penalty: 5335.064453
	Iteration 8F: 3 clusters Score -6437254 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6438321.500000 Penalty: 5335.064453
	Iteration 9Q: 3 clusters Score -6438322 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6439071.000000 Penalty: 5335.064453
	Iteration 10Q: 3 clusters Score -6439071 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6439546.500000 Penalty: 5335.064453
	Iteration 11Q: 3 clusters Score -6439546 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6439960.500000 Penalty: 5335.064453
	Iteration 12Q: 3 clusters Score -6439960 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6440313.500000 Penalty: 5335.064453
	Iteration 13Q: 3 clusters Score -6440314 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -6440629.500000 Penalty: 5335.064453
	Iteration 14Q: 3 clusters Score -6440630 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6441065.000000 Penalty: 5335.064453
	Iteration 15Q: 3 clusters Score -6441065 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6441399.000000 Penalty: 5335.064453
	Iteration 16Q: 3 clusters Score -6441399 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -6441811.500000 Penalty: 5335.064453
	Iteration 17Q: 3 clusters Score -6441812 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -6442220.000000 Penalty: 5335.064453
	Iteration 18Q: 3 clusters Score -6442220 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -6442531.500000 Penalty: 5335.064453
	Iteration 19Q: 3 clusters Score -6442532 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -6442861.500000 Penalty: 5335.064453
	Iteration 20F: 3 clusters Score -6442862 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -6443049.000000 Penalty: 5335.064453
	Iteration 21Q: 3 clusters Score -6443049 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -6443208.000000 Penalty: 5335.064453
	Iteration 22Q: 3 clusters Score -6443208 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6443280.000000 Penalty: 5335.064453
	Iteration 23Q: 3 clusters Score -6443280 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -6443342.500000 Penalty: 5335.064453
	Iteration 24Q: 3 clusters Score -6443342 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6443386.500000 Penalty: 5335.064453
	Iteration 25Q: 3 clusters Score -6443386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6443432.500000 Penalty: 5335.064453
	Iteration 26Q: 3 clusters Score -6443432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6443451.500000 Penalty: 5335.064453
	Iteration 27Q: 3 clusters Score -6443452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -6443477.000000 Penalty: 5335.064453
	Iteration 28Q: 3 clusters Score -6443477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -6443498.000000 Penalty: 5335.064453
	Iteration 29Q: 3 clusters Score -6443498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6443496.000000 Penalty: 5335.064453
	Iteration 30Q: 3 clusters Score -6443496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6443521.500000 Penalty: 5335.064453
	Iteration 31Q: 3 clusters Score -6443522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6443530.000000 Penalty: 5335.064453
	Iteration 32Q: 3 clusters Score -6443530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6443556.500000 Penalty: 5335.064453
	Iteration 33Q: 3 clusters Score -6443556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -6443559.500000 Penalty: 5335.064453
	Iteration 34Q: 3 clusters Score -6443560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -6443591.000000 Penalty: 5335.064453
	Iteration 35Q: 3 clusters Score -6443591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6443592.500000 Penalty: 5335.064453
	Iteration 36Q: 3 clusters Score -6443592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -6443603.500000 Penalty: 5335.064453
	Iteration 37Q: 3 clusters Score -6443604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6443613.500000 Penalty: 5335.064453
	Iteration 38Q: 3 clusters Score -6443614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6443614.500000 Penalty: 5335.064453
	Iteration 39Q: 3 clusters Score -6443614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6443615.500000 Penalty: 5335.064453
	Iteration 40F: 3 clusters Score -6443616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -6443624.000000 Penalty: 5335.064453
	Iteration 41Q: 3 clusters Score -6443624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -6443616.500000 Penalty: 5335.064453
	Iteration 42Q: 3 clusters Score -6443616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6443626.000000 Penalty: 5335.064453
	Iteration 43Q: 3 clusters Score -6443626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -6443628.500000 Penalty: 5335.064453
	Iteration 44Q: 3 clusters Score -6443628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -6443633.000000 Penalty: 5335.064453
	Iteration 45Q: 3 clusters Score -6443633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6443630.500000 Penalty: 5335.064453
	Iteration 46Q: 3 clusters Score -6443630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -6443631.000000 Penalty: 5335.064453
	Iteration 47Q: 3 clusters Score -6443631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -6443647.500000 Penalty: 5335.064453
	Iteration 48Q: 3 clusters Score -6443648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6443645.500000 Penalty: 5335.064453
	Iteration 49Q: 3 clusters Score -6443646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -6443658.500000 Penalty: 5335.064453
	Iteration 50Q: 3 clusters Score -6443658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6443664.000000 Penalty: 5335.064453
	Iteration 51Q: 3 clusters Score -6443664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6443677.500000 Penalty: 5335.064453
	Iteration 52Q: 3 clusters Score -6443678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6443668.000000 Penalty: 5335.064453
	Iteration 53Q: 3 clusters Score -6443668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -6443656.500000 Penalty: 5335.064453
	Iteration 54Q: 3 clusters Score -6443656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -6443663.500000 Penalty: 5335.064453
	Iteration 55Q: 3 clusters Score -6443664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -6443670.500000 Penalty: 5335.064453
	Iteration 56Q: 3 clusters Score -6443670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -6443669.000000 Penalty: 5335.064453
	Iteration 57Q: 3 clusters Score -6443669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -6443673.000000 Penalty: 5335.064453
	Iteration 58Q: 3 clusters Score -6443673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -6443664.500000 Penalty: 5335.064453
	Iteration 59Q: 3 clusters Score -6443664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6443664.000000 Penalty: 5335.064453
	Iteration 60F: 3 clusters Score -6443664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -6443675.500000 Penalty: 5335.064453
	Iteration 61Q: 3 clusters Score -6443676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6443667.000000 Penalty: 5335.064453
	Iteration 62Q: 3 clusters Score -6443667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6443679.000000 Penalty: 5335.064453
	Iteration 63Q: 3 clusters Score -6443679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -6443671.500000 Penalty: 5335.064453
	Iteration 64Q: 3 clusters Score -6443672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6443672.000000 Penalty: 5335.064453
	Iteration 65Q: 3 clusters Score -6443672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6443672.500000 Penalty: 5335.064453
	Iteration 66Q: 3 clusters Score -6443672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6443679.000000 Penalty: 5335.064453
	Iteration 67Q: 3 clusters Score -6443679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -6443680.500000 Penalty: 5335.064453
	Iteration 68Q: 3 clusters Score -6443680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -6443681.500000 Penalty: 5335.064453
	Iteration 69Q: 3 clusters Score -6443682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6443683.000000 Penalty: 5335.064453
	Iteration 70Q: 3 clusters Score -6443683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6443683.000000 Penalty: 5335.064453
	Iteration 71F: 3 clusters Score -6443683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -323229.343750 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -323229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -320351.750000 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -320351.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -320900.312500 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -320900.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -321050.531250 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -321050.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -321129.687500 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -321129.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321201.218750 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -321201.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -321249.187500 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -321249.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -321289.593750 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -321289.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321322.437500 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -321322.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321350.875000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -321350.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321381.031250 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -321381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -321411.500000 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -321411.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321451.500000 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -321451.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321491.375000 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -321491.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -321521.843750 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -321521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -321547.500000 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -321547.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321573.500000 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -321573.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321607.312500 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -321607.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321638.468750 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -321638.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -321655.468750 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -321655.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321675.281250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -321675.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -321696.875000 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -321696.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -321719.906250 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -321719.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -321739.218750 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -321739.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -321754.156250 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -321754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -321765.781250 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -321765.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321782.000000 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -321782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321806.781250 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -321806.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -321838.062500 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -321838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -321857.375000 Penalty: 3863.158691
	Iteration 28Q: 3 clusters Score -321857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321877.750000 Penalty: 3863.158691
	Iteration 29Q: 3 clusters Score -321877.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -321908.000000 Penalty: 3863.158691
	Iteration 30Q: 3 clusters Score -321908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321933.656250 Penalty: 3863.158691
	Iteration 31Q: 3 clusters Score -321933.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -321966.750000 Penalty: 3863.158691
	Iteration 32Q: 3 clusters Score -321966.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321995.375000 Penalty: 3863.158691
	Iteration 33Q: 3 clusters Score -321995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322010.750000 Penalty: 3863.158691
	Iteration 34Q: 3 clusters Score -322010.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -322025.031250 Penalty: 3863.158691
	Iteration 35Q: 3 clusters Score -322025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -322032.531250 Penalty: 3863.158691
	Iteration 36Q: 3 clusters Score -322032.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322037.937500 Penalty: 3863.158691
	Iteration 37Q: 3 clusters Score -322037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -322040.437500 Penalty: 3863.158691
	Iteration 38Q: 3 clusters Score -322040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322041.250000 Penalty: 3863.158691
	Iteration 39Q: 3 clusters Score -322041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322043.000000 Penalty: 3863.158691
	Iteration 40F: 3 clusters Score -322043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322044.156250 Penalty: 3863.158691
	Iteration 41Q: 3 clusters Score -322044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322044.156250 Penalty: 3863.158691
	Iteration 42F: 3 clusters Score -322044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Entering Unmasked Estep 
Score: -2573607.500000 Penalty: 2438.985596
	Iteration 0F: 2 clusters Score -2573608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2560464.500000 Penalty: 4877.971191
	Iteration 0F: 3 clusters Score -2560464 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2564750.250000 Penalty: 4877.971191
	Iteration 1F: 3 clusters Score -2564750 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2565136.000000 Penalty: 4877.971191
	Iteration 2F: 3 clusters Score -2565136 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2565526.250000 Penalty: 4877.971191
	Iteration 3Q: 3 clusters Score -2565526 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2565919.250000 Penalty: 4877.971191
	Iteration 4Q: 3 clusters Score -2565919 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2566433.250000 Penalty: 4877.971191
	Iteration 5Q: 3 clusters Score -2566433 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2567060.750000 Penalty: 4877.971191
	Iteration 6F: 3 clusters Score -2567061 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2567840.500000 Penalty: 4877.971191
	Iteration 7F: 3 clusters Score -2567840 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2568779.750000 Penalty: 4877.971191
	Iteration 8F: 3 clusters Score -2568780 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2569752.750000 Penalty: 4877.971191
	Iteration 9F: 3 clusters Score -2569753 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2570615.500000 Penalty: 4877.971191
	Iteration 10F: 3 clusters Score -2570616 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2571274.000000 Penalty: 4877.971191
	Iteration 11Q: 3 clusters Score -2571274 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2571706.500000 Penalty: 4877.971191
	Iteration 12Q: 3 clusters Score -2571706 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2571924.750000 Penalty: 4877.971191
	Iteration 13Q: 3 clusters Score -2571925 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2572046.500000 Penalty: 4877.971191
	Iteration 14Q: 3 clusters Score -2572046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2572119.750000 Penalty: 4877.971191
	Iteration 15Q: 3 clusters Score -2572120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2572164.500000 Penalty: 4877.971191
	Iteration 16Q: 3 clusters Score -2572164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2572212.000000 Penalty: 4877.971191
	Iteration 17Q: 3 clusters Score -2572212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2572250.500000 Penalty: 4877.971191
	Iteration 18Q: 3 clusters Score -2572250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2572281.000000 Penalty: 4877.971191
	Iteration 19Q: 3 clusters Score -2572281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2572296.500000 Penalty: 4877.971191
	Iteration 20F: 3 clusters Score -2572296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2572311.750000 Penalty: 4877.971191
	Iteration 21Q: 3 clusters Score -2572312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2572319.750000 Penalty: 4877.971191
	Iteration 22Q: 3 clusters Score -2572320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2572329.500000 Penalty: 4877.971191
	Iteration 23Q: 3 clusters Score -2572330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2572342.000000 Penalty: 4877.971191
	Iteration 24Q: 3 clusters Score -2572342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2572356.000000 Penalty: 4877.971191
	Iteration 25Q: 3 clusters Score -2572356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2572361.250000 Penalty: 4877.971191
	Iteration 26Q: 3 clusters Score -2572361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2572359.500000 Penalty: 4877.971191
	Iteration 27Q: 3 clusters Score -2572360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2572368.500000 Penalty: 4877.971191
	Iteration 28Q: 3 clusters Score -2572368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2572369.500000 Penalty: 4877.971191
	Iteration 29Q: 3 clusters Score -2572370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2572376.000000 Penalty: 4877.971191
	Iteration 30Q: 3 clusters Score -2572376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2572379.750000 Penalty: 4877.971191
	Iteration 31Q: 3 clusters Score -2572380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2572388.000000 Penalty: 4877.971191
	Iteration 32Q: 3 clusters Score -2572388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2572393.250000 Penalty: 4877.971191
	Iteration 33Q: 3 clusters Score -2572393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2572393.000000 Penalty: 4877.971191
	Iteration 34Q: 3 clusters Score -2572393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2572388.000000 Penalty: 4877.971191
	Iteration 35Q: 3 clusters Score -2572388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2572389.250000 Penalty: 4877.971191
	Iteration 36Q: 3 clusters Score -2572389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2572388.500000 Penalty: 4877.971191
	Iteration 37Q: 3 clusters Score -2572388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2572389.500000 Penalty: 4877.971191
	Iteration 38Q: 3 clusters Score -2572390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2572396.000000 Penalty: 4877.971191
	Iteration 39Q: 3 clusters Score -2572396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2572401.000000 Penalty: 4877.971191
	Iteration 40F: 3 clusters Score -2572401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2572408.750000 Penalty: 4877.971191
	Iteration 41Q: 3 clusters Score -2572409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2572401.750000 Penalty: 4877.971191
	Iteration 42Q: 3 clusters Score -2572402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2572407.750000 Penalty: 4877.971191
	Iteration 43Q: 3 clusters Score -2572408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2572405.500000 Penalty: 4877.971191
	Iteration 44Q: 3 clusters Score -2572406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2572409.500000 Penalty: 4877.971191
	Iteration 45Q: 3 clusters Score -2572410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2572413.000000 Penalty: 4877.971191
	Iteration 46Q: 3 clusters Score -2572413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2572413.250000 Penalty: 4877.971191
	Iteration 47Q: 3 clusters Score -2572413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2572413.250000 Penalty: 4877.971191
	Iteration 48F: 3 clusters Score -2572413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -133629.375000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -133629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131639.875000 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -131639.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132004.109375 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -132004.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132192.656250 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -132192.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132407.296875 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -132407.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132696.265625 Penalty: 3456.083008
	Iteration 4F: 3 clusters Score -132696.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133148.500000 Penalty: 3456.083008
	Iteration 5F: 3 clusters Score -133148.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133422.156250 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -133422.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133553.843750 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -133553.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133654.531250 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -133654.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133712.796875 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -133712.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133781.250000 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -133781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133828.312500 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -133828.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133903.234375 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -133903.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133955.703125 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -133955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133991.281250 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -133991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134017.296875 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -134017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134037.703125 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -134037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -134050.765625 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -134050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134057.859375 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -134057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134062.328125 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -134062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134069.953125 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -134070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134073.171875 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -134073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134073.171875 Penalty: 3456.083008
	Iteration 22F: 3 clusters Score -134073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 230035 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110976 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26127 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147888 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 447 members 
Entering Unmasked Estep 
Score: -134143112.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134143912.000000 to -134143112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Entering Unmasked Estep 
Score: -4512950.500000 Penalty: 2583.868164
	Iteration 0F: 2 clusters Score -4512950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4490034.500000 Penalty: 5167.736328
	Iteration 0F: 3 clusters Score -4490034 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4498187.000000 Penalty: 5167.736328
	Iteration 1F: 3 clusters Score -4498187 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4498747.000000 Penalty: 5167.736328
	Iteration 2Q: 3 clusters Score -4498747 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4499448.500000 Penalty: 5167.736328
	Iteration 3Q: 3 clusters Score -4499448 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4500492.000000 Penalty: 5167.736328
	Iteration 4F: 3 clusters Score -4500492 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4502083.500000 Penalty: 5167.736328
	Iteration 5F: 3 clusters Score -4502084 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4504265.500000 Penalty: 5167.736328
	Iteration 6F: 3 clusters Score -4504266 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4506697.500000 Penalty: 5167.736328
	Iteration 7F: 3 clusters Score -4506698 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4508700.000000 Penalty: 5167.736328
	Iteration 8F: 3 clusters Score -4508700 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4509795.000000 Penalty: 5167.736328
	Iteration 9Q: 3 clusters Score -4509795 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4510252.000000 Penalty: 5167.736328
	Iteration 10Q: 3 clusters Score -4510252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4510456.500000 Penalty: 5167.736328
	Iteration 11Q: 3 clusters Score -4510456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4510564.000000 Penalty: 5167.736328
	Iteration 12Q: 3 clusters Score -4510564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4510641.000000 Penalty: 5167.736328
	Iteration 13Q: 3 clusters Score -4510641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4510668.500000 Penalty: 5167.736328
	Iteration 14Q: 3 clusters Score -4510668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4510708.500000 Penalty: 5167.736328
	Iteration 15Q: 3 clusters Score -4510708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4510731.500000 Penalty: 5167.736328
	Iteration 16Q: 3 clusters Score -4510732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4510754.500000 Penalty: 5167.736328
	Iteration 17Q: 3 clusters Score -4510754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4510765.000000 Penalty: 5167.736328
	Iteration 18Q: 3 clusters Score -4510765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4510765.000000 Penalty: 5167.736328
	Iteration 19F: 3 clusters Score -4510765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Entering Unmasked Estep 
Score: -2776375.750000 Penalty: 2457.671631
	Iteration 0F: 2 clusters Score -2776376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2762200.500000 Penalty: 4915.343262
	Iteration 0F: 3 clusters Score -2762200 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2766963.500000 Penalty: 4915.343262
	Iteration 1F: 3 clusters Score -2766964 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2767509.000000 Penalty: 4915.343262
	Iteration 2F: 3 clusters Score -2767509 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2768084.750000 Penalty: 4915.343262
	Iteration 3F: 3 clusters Score -2768085 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2768697.250000 Penalty: 4915.343262
	Iteration 4F: 3 clusters Score -2768697 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2769410.500000 Penalty: 4915.343262
	Iteration 5F: 3 clusters Score -2769410 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2770276.250000 Penalty: 4915.343262
	Iteration 6F: 3 clusters Score -2770276 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2771213.500000 Penalty: 4915.343262
	Iteration 7F: 3 clusters Score -2771214 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2772107.000000 Penalty: 4915.343262
	Iteration 8F: 3 clusters Score -2772107 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2772801.250000 Penalty: 4915.343262
	Iteration 9Q: 3 clusters Score -2772801 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2773193.750000 Penalty: 4915.343262
	Iteration 10Q: 3 clusters Score -2773194 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2773401.750000 Penalty: 4915.343262
	Iteration 11Q: 3 clusters Score -2773402 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2773524.000000 Penalty: 4915.343262
	Iteration 12Q: 3 clusters Score -2773524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2773590.750000 Penalty: 4915.343262
	Iteration 13Q: 3 clusters Score -2773591 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2773636.750000 Penalty: 4915.343262
	Iteration 14Q: 3 clusters Score -2773637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2773665.500000 Penalty: 4915.343262
	Iteration 15Q: 3 clusters Score -2773666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2773692.500000 Penalty: 4915.343262
	Iteration 16Q: 3 clusters Score -2773692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2773726.500000 Penalty: 4915.343262
	Iteration 17Q: 3 clusters Score -2773726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2773753.750000 Penalty: 4915.343262
	Iteration 18Q: 3 clusters Score -2773754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2773787.750000 Penalty: 4915.343262
	Iteration 19Q: 3 clusters Score -2773788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2773823.250000 Penalty: 4915.343262
	Iteration 20F: 3 clusters Score -2773823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2773846.750000 Penalty: 4915.343262
	Iteration 21Q: 3 clusters Score -2773847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2773870.000000 Penalty: 4915.343262
	Iteration 22Q: 3 clusters Score -2773870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2773893.500000 Penalty: 4915.343262
	Iteration 23Q: 3 clusters Score -2773894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2773919.000000 Penalty: 4915.343262
	Iteration 24Q: 3 clusters Score -2773919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2773949.750000 Penalty: 4915.343262
	Iteration 25Q: 3 clusters Score -2773950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2773975.500000 Penalty: 4915.343262
	Iteration 26Q: 3 clusters Score -2773976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2773994.250000 Penalty: 4915.343262
	Iteration 27Q: 3 clusters Score -2773994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2774019.250000 Penalty: 4915.343262
	Iteration 28Q: 3 clusters Score -2774019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2774041.000000 Penalty: 4915.343262
	Iteration 29Q: 3 clusters Score -2774041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2774067.750000 Penalty: 4915.343262
	Iteration 30Q: 3 clusters Score -2774068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2774081.500000 Penalty: 4915.343262
	Iteration 31Q: 3 clusters Score -2774082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2774096.500000 Penalty: 4915.343262
	Iteration 32Q: 3 clusters Score -2774096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2774124.000000 Penalty: 4915.343262
	Iteration 33Q: 3 clusters Score -2774124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2774139.250000 Penalty: 4915.343262
	Iteration 34Q: 3 clusters Score -2774139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2774148.000000 Penalty: 4915.343262
	Iteration 35Q: 3 clusters Score -2774148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2774157.250000 Penalty: 4915.343262
	Iteration 36Q: 3 clusters Score -2774157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2774156.000000 Penalty: 4915.343262
	Iteration 37Q: 3 clusters Score -2774156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2774159.750000 Penalty: 4915.343262
	Iteration 38Q: 3 clusters Score -2774160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2774159.500000 Penalty: 4915.343262
	Iteration 39Q: 3 clusters Score -2774160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2774164.500000 Penalty: 4915.343262
	Iteration 40F: 3 clusters Score -2774164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2774168.250000 Penalty: 4915.343262
	Iteration 41Q: 3 clusters Score -2774168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2774173.000000 Penalty: 4915.343262
	Iteration 42Q: 3 clusters Score -2774173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2774175.000000 Penalty: 4915.343262
	Iteration 43Q: 3 clusters Score -2774175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2774174.000000 Penalty: 4915.343262
	Iteration 44Q: 3 clusters Score -2774174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2774180.250000 Penalty: 4915.343262
	Iteration 45Q: 3 clusters Score -2774180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2774174.750000 Penalty: 4915.343262
	Iteration 46Q: 3 clusters Score -2774175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2774175.500000 Penalty: 4915.343262
	Iteration 47Q: 3 clusters Score -2774176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2774183.500000 Penalty: 4915.343262
	Iteration 48Q: 3 clusters Score -2774184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2774182.000000 Penalty: 4915.343262
	Iteration 49Q: 3 clusters Score -2774182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2774189.250000 Penalty: 4915.343262
	Iteration 50Q: 3 clusters Score -2774189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2774189.500000 Penalty: 4915.343262
	Iteration 51Q: 3 clusters Score -2774190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2774196.500000 Penalty: 4915.343262
	Iteration 52Q: 3 clusters Score -2774196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2774201.500000 Penalty: 4915.343262
	Iteration 53Q: 3 clusters Score -2774202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2774204.750000 Penalty: 4915.343262
	Iteration 54Q: 3 clusters Score -2774205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2774209.750000 Penalty: 4915.343262
	Iteration 55Q: 3 clusters Score -2774210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2774221.000000 Penalty: 4915.343262
	Iteration 56Q: 3 clusters Score -2774221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2774223.000000 Penalty: 4915.343262
	Iteration 57Q: 3 clusters Score -2774223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2774220.000000 Penalty: 4915.343262
	Iteration 58Q: 3 clusters Score -2774220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2774218.250000 Penalty: 4915.343262
	Iteration 59Q: 3 clusters Score -2774218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2774223.250000 Penalty: 4915.343262
	Iteration 60F: 3 clusters Score -2774223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2774227.500000 Penalty: 4915.343262
	Iteration 61Q: 3 clusters Score -2774228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2774228.250000 Penalty: 4915.343262
	Iteration 62Q: 3 clusters Score -2774228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2774229.500000 Penalty: 4915.343262
	Iteration 63Q: 3 clusters Score -2774230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2774231.500000 Penalty: 4915.343262
	Iteration 64Q: 3 clusters Score -2774232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2774235.250000 Penalty: 4915.343262
	Iteration 65Q: 3 clusters Score -2774235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2774239.500000 Penalty: 4915.343262
	Iteration 66Q: 3 clusters Score -2774240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2774241.750000 Penalty: 4915.343262
	Iteration 67Q: 3 clusters Score -2774242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2774240.750000 Penalty: 4915.343262
	Iteration 68Q: 3 clusters Score -2774241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2774242.000000 Penalty: 4915.343262
	Iteration 69Q: 3 clusters Score -2774242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2774243.750000 Penalty: 4915.343262
	Iteration 70Q: 3 clusters Score -2774244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2774252.250000 Penalty: 4915.343262
	Iteration 71Q: 3 clusters Score -2774252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2774250.500000 Penalty: 4915.343262
	Iteration 72Q: 3 clusters Score -2774250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2774244.750000 Penalty: 4915.343262
	Iteration 73Q: 3 clusters Score -2774245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2774245.000000 Penalty: 4915.343262
	Iteration 74Q: 3 clusters Score -2774245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2774247.000000 Penalty: 4915.343262
	Iteration 75Q: 3 clusters Score -2774247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2774252.000000 Penalty: 4915.343262
	Iteration 76Q: 3 clusters Score -2774252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2774252.500000 Penalty: 4915.343262
	Iteration 77Q: 3 clusters Score -2774252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2774259.250000 Penalty: 4915.343262
	Iteration 78Q: 3 clusters Score -2774259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2774261.750000 Penalty: 4915.343262
	Iteration 79Q: 3 clusters Score -2774262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2774263.750000 Penalty: 4915.343262
	Iteration 80F: 3 clusters Score -2774264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2774265.250000 Penalty: 4915.343262
	Iteration 81Q: 3 clusters Score -2774265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2774264.000000 Penalty: 4915.343262
	Iteration 82Q: 3 clusters Score -2774264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2774265.000000 Penalty: 4915.343262
	Iteration 83Q: 3 clusters Score -2774265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2774266.750000 Penalty: 4915.343262
	Iteration 84Q: 3 clusters Score -2774267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2774264.250000 Penalty: 4915.343262
	Iteration 85Q: 3 clusters Score -2774264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2774263.000000 Penalty: 4915.343262
	Iteration 86Q: 3 clusters Score -2774263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2774263.000000 Penalty: 4915.343262
	Iteration 87F: 3 clusters Score -2774263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -765081.875000 Penalty: 2148.515625
	Iteration 0F: 2 clusters Score -765081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -760100.062500 Penalty: 4297.031250
	Iteration 0F: 3 clusters Score -760100.1 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -761357.687500 Penalty: 4297.031250
	Iteration 1F: 3 clusters Score -761357.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -761591.000000 Penalty: 4297.031250
	Iteration 2F: 3 clusters Score -761591 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -761754.812500 Penalty: 4297.031250
	Iteration 3Q: 3 clusters Score -761754.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -761887.437500 Penalty: 4297.031250
	Iteration 4Q: 3 clusters Score -761887.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -762006.562500 Penalty: 4297.031250
	Iteration 5Q: 3 clusters Score -762006.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -762145.375000 Penalty: 4297.031250
	Iteration 6Q: 3 clusters Score -762145.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -762287.687500 Penalty: 4297.031250
	Iteration 7Q: 3 clusters Score -762287.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -762465.437500 Penalty: 4297.031250
	Iteration 8Q: 3 clusters Score -762465.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -762692.625000 Penalty: 4297.031250
	Iteration 9Q: 3 clusters Score -762692.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -762938.562500 Penalty: 4297.031250
	Iteration 10Q: 3 clusters Score -762938.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -763195.250000 Penalty: 4297.031250
	Iteration 11F: 3 clusters Score -763195.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -763375.875000 Penalty: 4297.031250
	Iteration 12Q: 3 clusters Score -763375.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -763532.125000 Penalty: 4297.031250
	Iteration 13Q: 3 clusters Score -763532.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -763652.937500 Penalty: 4297.031250
	Iteration 14Q: 3 clusters Score -763652.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -763757.062500 Penalty: 4297.031250
	Iteration 15Q: 3 clusters Score -763757.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -763852.937500 Penalty: 4297.031250
	Iteration 16Q: 3 clusters Score -763852.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -763926.437500 Penalty: 4297.031250
	Iteration 17Q: 3 clusters Score -763926.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -763976.937500 Penalty: 4297.031250
	Iteration 18Q: 3 clusters Score -763976.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -764008.437500 Penalty: 4297.031250
	Iteration 19Q: 3 clusters Score -764008.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -764030.812500 Penalty: 4297.031250
	Iteration 20F: 3 clusters Score -764030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -764042.937500 Penalty: 4297.031250
	Iteration 21Q: 3 clusters Score -764042.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -764052.000000 Penalty: 4297.031250
	Iteration 22Q: 3 clusters Score -764052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -764062.000000 Penalty: 4297.031250
	Iteration 23Q: 3 clusters Score -764062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -764068.187500 Penalty: 4297.031250
	Iteration 24Q: 3 clusters Score -764068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -764071.500000 Penalty: 4297.031250
	Iteration 25Q: 3 clusters Score -764071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -764073.312500 Penalty: 4297.031250
	Iteration 26Q: 3 clusters Score -764073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -764076.375000 Penalty: 4297.031250
	Iteration 27Q: 3 clusters Score -764076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -764081.312500 Penalty: 4297.031250
	Iteration 28Q: 3 clusters Score -764081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -764081.750000 Penalty: 4297.031250
	Iteration 29Q: 3 clusters Score -764081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -764084.000000 Penalty: 4297.031250
	Iteration 30Q: 3 clusters Score -764084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -764086.312500 Penalty: 4297.031250
	Iteration 31Q: 3 clusters Score -764086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -764086.500000 Penalty: 4297.031250
	Iteration 32Q: 3 clusters Score -764086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -764088.062500 Penalty: 4297.031250
	Iteration 33Q: 3 clusters Score -764088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -764088.312500 Penalty: 4297.031250
	Iteration 34Q: 3 clusters Score -764088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -764090.437500 Penalty: 4297.031250
	Iteration 35Q: 3 clusters Score -764090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -764090.750000 Penalty: 4297.031250
	Iteration 36Q: 3 clusters Score -764090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -764093.500000 Penalty: 4297.031250
	Iteration 37Q: 3 clusters Score -764093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -764097.312500 Penalty: 4297.031250
	Iteration 38Q: 3 clusters Score -764097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -764097.875000 Penalty: 4297.031250
	Iteration 39Q: 3 clusters Score -764097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -764097.125000 Penalty: 4297.031250
	Iteration 40F: 3 clusters Score -764097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -764098.250000 Penalty: 4297.031250
	Iteration 41Q: 3 clusters Score -764098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -764099.812500 Penalty: 4297.031250
	Iteration 42Q: 3 clusters Score -764099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -764100.812500 Penalty: 4297.031250
	Iteration 43Q: 3 clusters Score -764100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -764102.062500 Penalty: 4297.031250
	Iteration 44Q: 3 clusters Score -764102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -764102.062500 Penalty: 4297.031250
	Iteration 45F: 3 clusters Score -764102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -360630.656250 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -360630.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -357517.312500 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -357517.3 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -358353.468750 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -358353.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -358649.000000 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -358649 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -358865.500000 Penalty: 3926.736572
	Iteration 3F: 3 clusters Score -358865.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -359017.687500 Penalty: 3926.736572
	Iteration 4F: 3 clusters Score -359017.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -359161.187500 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -359161.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -359269.937500 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -359269.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -359350.718750 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -359350.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -359410.750000 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -359410.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -359462.687500 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -359462.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -359490.031250 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -359490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -359514.375000 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -359514.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -359534.218750 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -359534.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -359546.406250 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -359546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -359558.031250 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -359558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -359566.375000 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -359566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -359570.312500 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -359570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -359573.500000 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -359573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -359575.093750 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -359575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -359576.343750 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -359576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -359578.218750 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -359578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -359580.937500 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -359580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -359580.937500 Penalty: 3926.736572
	Iteration 22F: 3 clusters Score -359580.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -163350.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -163350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161205.609375 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -161205.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161773.906250 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -161773.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162084.625000 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -162084.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -162445.453125 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -162445.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -162830.687500 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -162830.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163074.109375 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -163074.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163243.968750 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -163244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163435.625000 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -163435.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163558.343750 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -163558.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163663.765625 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -163663.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163801.218750 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -163801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163959.796875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -163959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164155.593750 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -164155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164202.187500 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -164202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164212.390625 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -164212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164215.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -164215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164216.421875 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -164216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164222.968750 Penalty: 3566.575439
	Iteration 17F: 3 clusters Score -164223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164228.234375 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -164228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164228.234375 Penalty: 3566.575439
	Iteration 19F: 3 clusters Score -164228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 230035 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110976 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26127 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147888 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 656 members 
Entering Unmasked Estep 
Score: -134143408.000000 Penalty: 99435.203125
Splitting cluster 20 changes total score from -134143912.000000 to -134143408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -363448.875000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -363448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -360342.562500 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -360342.6 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -361012.406250 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -361012.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -361230.625000 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -361230.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -361376.468750 Penalty: 3948.147217
	Iteration 3Q: 3 clusters Score -361376.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -361513.625000 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -361513.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -361632.000000 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -361632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -361737.031250 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -361737 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -361871.625000 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -361871.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -361988.375000 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -361988.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -362099.156250 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -362099.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -362205.187500 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -362205.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -362304.156250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -362304.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -362396.843750 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -362396.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -362489.312500 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -362489.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -362549.468750 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -362549.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -362606.562500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -362606.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362632.625000 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -362632.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -362641.000000 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -362641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -362648.062500 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -362648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362660.625000 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -362660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362667.500000 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -362667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -362675.437500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -362675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -362677.125000 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -362677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -362677.531250 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -362677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -362679.031250 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -362679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -362686.906250 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -362686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -362688.718750 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -362688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362689.062500 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -362689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -362690.687500 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -362690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -362691.000000 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -362691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -362691.000000 Penalty: 3948.147217
	Iteration 30F: 3 clusters Score -362691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Entering Unmasked Estep 
Score: -1791769.375000 Penalty: 2370.637939
	Iteration 0F: 2 clusters Score -1791769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1781415.750000 Penalty: 4741.275879
	Iteration 0F: 3 clusters Score -1781416 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1784717.500000 Penalty: 4741.275879
	Iteration 1F: 3 clusters Score -1784718 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1785113.375000 Penalty: 4741.275879
	Iteration 2F: 3 clusters Score -1785113 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1785452.500000 Penalty: 4741.275879
	Iteration 3F: 3 clusters Score -1785452 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1785789.750000 Penalty: 4741.275879
	Iteration 4Q: 3 clusters Score -1785790 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1786174.000000 Penalty: 4741.275879
	Iteration 5Q: 3 clusters Score -1786174 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1786550.750000 Penalty: 4741.275879
	Iteration 6Q: 3 clusters Score -1786551 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1786988.125000 Penalty: 4741.275879
	Iteration 7Q: 3 clusters Score -1786988 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1787481.625000 Penalty: 4741.275879
	Iteration 8Q: 3 clusters Score -1787482 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1788037.250000 Penalty: 4741.275879
	Iteration 9F: 3 clusters Score -1788037 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1788661.250000 Penalty: 4741.275879
	Iteration 10F: 3 clusters Score -1788661 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1789230.500000 Penalty: 4741.275879
	Iteration 11F: 3 clusters Score -1789230 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1789627.875000 Penalty: 4741.275879
	Iteration 12Q: 3 clusters Score -1789628 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1789851.375000 Penalty: 4741.275879
	Iteration 13Q: 3 clusters Score -1789851 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1790006.500000 Penalty: 4741.275879
	Iteration 14Q: 3 clusters Score -1790006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1790098.875000 Penalty: 4741.275879
	Iteration 15Q: 3 clusters Score -1790099 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1790153.625000 Penalty: 4741.275879
	Iteration 16Q: 3 clusters Score -1790154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1790200.875000 Penalty: 4741.275879
	Iteration 17Q: 3 clusters Score -1790201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1790228.375000 Penalty: 4741.275879
	Iteration 18Q: 3 clusters Score -1790228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1790261.875000 Penalty: 4741.275879
	Iteration 19Q: 3 clusters Score -1790262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1790282.000000 Penalty: 4741.275879
	Iteration 20F: 3 clusters Score -1790282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1790300.750000 Penalty: 4741.275879
	Iteration 21Q: 3 clusters Score -1790301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1790317.625000 Penalty: 4741.275879
	Iteration 22Q: 3 clusters Score -1790318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1790328.500000 Penalty: 4741.275879
	Iteration 23Q: 3 clusters Score -1790328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1790337.875000 Penalty: 4741.275879
	Iteration 24Q: 3 clusters Score -1790338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1790349.375000 Penalty: 4741.275879
	Iteration 25Q: 3 clusters Score -1790349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1790356.375000 Penalty: 4741.275879
	Iteration 26Q: 3 clusters Score -1790356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1790354.750000 Penalty: 4741.275879
	Iteration 27Q: 3 clusters Score -1790355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1790357.500000 Penalty: 4741.275879
	Iteration 28Q: 3 clusters Score -1790358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1790365.250000 Penalty: 4741.275879
	Iteration 29Q: 3 clusters Score -1790365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1790369.375000 Penalty: 4741.275879
	Iteration 30Q: 3 clusters Score -1790369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1790374.375000 Penalty: 4741.275879
	Iteration 31Q: 3 clusters Score -1790374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1790376.750000 Penalty: 4741.275879
	Iteration 32Q: 3 clusters Score -1790377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1790379.000000 Penalty: 4741.275879
	Iteration 33Q: 3 clusters Score -1790379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1790377.125000 Penalty: 4741.275879
	Iteration 34Q: 3 clusters Score -1790377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1790379.875000 Penalty: 4741.275879
	Iteration 35Q: 3 clusters Score -1790380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1790376.500000 Penalty: 4741.275879
	Iteration 36Q: 3 clusters Score -1790376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1790383.750000 Penalty: 4741.275879
	Iteration 37Q: 3 clusters Score -1790384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1790383.500000 Penalty: 4741.275879
	Iteration 38Q: 3 clusters Score -1790384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1790385.875000 Penalty: 4741.275879
	Iteration 39Q: 3 clusters Score -1790386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1790390.750000 Penalty: 4741.275879
	Iteration 40F: 3 clusters Score -1790391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1790388.125000 Penalty: 4741.275879
	Iteration 41Q: 3 clusters Score -1790388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1790386.000000 Penalty: 4741.275879
	Iteration 42Q: 3 clusters Score -1790386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1790386.000000 Penalty: 4741.275879
	Iteration 43Q: 3 clusters Score -1790386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1790390.000000 Penalty: 4741.275879
	Iteration 44Q: 3 clusters Score -1790390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1790388.750000 Penalty: 4741.275879
	Iteration 45Q: 3 clusters Score -1790389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1790390.000000 Penalty: 4741.275879
	Iteration 46Q: 3 clusters Score -1790390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1790393.375000 Penalty: 4741.275879
	Iteration 47Q: 3 clusters Score -1790393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1790390.000000 Penalty: 4741.275879
	Iteration 48Q: 3 clusters Score -1790390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1790395.375000 Penalty: 4741.275879
	Iteration 49Q: 3 clusters Score -1790395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1790392.125000 Penalty: 4741.275879
	Iteration 50Q: 3 clusters Score -1790392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1790395.750000 Penalty: 4741.275879
	Iteration 51Q: 3 clusters Score -1790396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1790394.625000 Penalty: 4741.275879
	Iteration 52Q: 3 clusters Score -1790395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1790394.875000 Penalty: 4741.275879
	Iteration 53Q: 3 clusters Score -1790395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1790394.875000 Penalty: 4741.275879
	Iteration 54F: 3 clusters Score -1790395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Entering Unmasked Estep 
Score: -3870102.500000 Penalty: 2559.521484
	Iteration 0F: 2 clusters Score -3870102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3849256.000000 Penalty: 5119.042969
	Iteration 0F: 3 clusters Score -3849256 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3856787.500000 Penalty: 5119.042969
	Iteration 1F: 3 clusters Score -3856788 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3857379.500000 Penalty: 5119.042969
	Iteration 2F: 3 clusters Score -3857380 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3857901.000000 Penalty: 5119.042969
	Iteration 3Q: 3 clusters Score -3857901 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3858383.000000 Penalty: 5119.042969
	Iteration 4Q: 3 clusters Score -3858383 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3858874.500000 Penalty: 5119.042969
	Iteration 5Q: 3 clusters Score -3858874 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3859366.500000 Penalty: 5119.042969
	Iteration 6Q: 3 clusters Score -3859366 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3859901.750000 Penalty: 5119.042969
	Iteration 7Q: 3 clusters Score -3859902 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3860521.000000 Penalty: 5119.042969
	Iteration 8Q: 3 clusters Score -3860521 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3861185.500000 Penalty: 5119.042969
	Iteration 9Q: 3 clusters Score -3861186 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3862006.750000 Penalty: 5119.042969
	Iteration 10Q: 3 clusters Score -3862007 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3862905.500000 Penalty: 5119.042969
	Iteration 11Q: 3 clusters Score -3862906 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3863818.250000 Penalty: 5119.042969
	Iteration 12Q: 3 clusters Score -3863818 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3864540.250000 Penalty: 5119.042969
	Iteration 13Q: 3 clusters Score -3864540 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3865139.750000 Penalty: 5119.042969
	Iteration 14Q: 3 clusters Score -3865140 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3865676.500000 Penalty: 5119.042969
	Iteration 15Q: 3 clusters Score -3865676 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3866110.000000 Penalty: 5119.042969
	Iteration 16Q: 3 clusters Score -3866110 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3866466.750000 Penalty: 5119.042969
	Iteration 17Q: 3 clusters Score -3866467 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3866813.250000 Penalty: 5119.042969
	Iteration 18Q: 3 clusters Score -3866813 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3867093.500000 Penalty: 5119.042969
	Iteration 19Q: 3 clusters Score -3867094 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3867309.750000 Penalty: 5119.042969
	Iteration 20F: 3 clusters Score -3867310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3867488.750000 Penalty: 5119.042969
	Iteration 21Q: 3 clusters Score -3867489 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3867684.500000 Penalty: 5119.042969
	Iteration 22Q: 3 clusters Score -3867684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3867817.000000 Penalty: 5119.042969
	Iteration 23Q: 3 clusters Score -3867817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3867925.250000 Penalty: 5119.042969
	Iteration 24Q: 3 clusters Score -3867925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3868022.250000 Penalty: 5119.042969
	Iteration 25Q: 3 clusters Score -3868022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3868097.250000 Penalty: 5119.042969
	Iteration 26Q: 3 clusters Score -3868097 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3868193.250000 Penalty: 5119.042969
	Iteration 27Q: 3 clusters Score -3868193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3868251.250000 Penalty: 5119.042969
	Iteration 28Q: 3 clusters Score -3868251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3868290.000000 Penalty: 5119.042969
	Iteration 29Q: 3 clusters Score -3868290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3868318.000000 Penalty: 5119.042969
	Iteration 30Q: 3 clusters Score -3868318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3868348.000000 Penalty: 5119.042969
	Iteration 31Q: 3 clusters Score -3868348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3868367.750000 Penalty: 5119.042969
	Iteration 32Q: 3 clusters Score -3868368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3868380.750000 Penalty: 5119.042969
	Iteration 33Q: 3 clusters Score -3868381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3868390.250000 Penalty: 5119.042969
	Iteration 34Q: 3 clusters Score -3868390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3868395.750000 Penalty: 5119.042969
	Iteration 35Q: 3 clusters Score -3868396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3868398.750000 Penalty: 5119.042969
	Iteration 36Q: 3 clusters Score -3868399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3868409.750000 Penalty: 5119.042969
	Iteration 37Q: 3 clusters Score -3868410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3868420.500000 Penalty: 5119.042969
	Iteration 38Q: 3 clusters Score -3868420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3868431.250000 Penalty: 5119.042969
	Iteration 39Q: 3 clusters Score -3868431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3868451.500000 Penalty: 5119.042969
	Iteration 40F: 3 clusters Score -3868452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3868479.000000 Penalty: 5119.042969
	Iteration 41Q: 3 clusters Score -3868479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3868492.000000 Penalty: 5119.042969
	Iteration 42Q: 3 clusters Score -3868492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3868502.250000 Penalty: 5119.042969
	Iteration 43Q: 3 clusters Score -3868502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3868507.000000 Penalty: 5119.042969
	Iteration 44Q: 3 clusters Score -3868507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3868512.000000 Penalty: 5119.042969
	Iteration 45Q: 3 clusters Score -3868512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3868518.250000 Penalty: 5119.042969
	Iteration 46Q: 3 clusters Score -3868518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3868516.500000 Penalty: 5119.042969
	Iteration 47Q: 3 clusters Score -3868516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3868516.500000 Penalty: 5119.042969
	Iteration 48F: 3 clusters Score -3868516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (147888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Entering Unmasked Estep 
Score: -20117366.000000 Penalty: 2952.244141
	Iteration 0F: 2 clusters Score -2.011737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -20022488.000000 Penalty: 5904.488281
	Iteration 0F: 3 clusters Score -2.002249e+07 nChanged 70724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -20063714.000000 Penalty: 5904.488281
	Iteration 1F: 3 clusters Score -2.006371e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -20064300.000000 Penalty: 5904.488281
	Iteration 2Q: 3 clusters Score -2.00643e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -20065118.000000 Penalty: 5904.488281
	Iteration 3Q: 3 clusters Score -2.006512e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -20066304.000000 Penalty: 5904.488281
	Iteration 4Q: 3 clusters Score -2.00663e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -20068054.000000 Penalty: 5904.488281
	Iteration 5Q: 3 clusters Score -2.006805e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -20071110.000000 Penalty: 5904.488281
	Iteration 6Q: 3 clusters Score -2.007111e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -20076060.000000 Penalty: 5904.488281
	Iteration 7F: 3 clusters Score -2.007606e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -20083692.000000 Penalty: 5904.488281
	Iteration 8F: 3 clusters Score -2.008369e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121506 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -20093794.000000 Penalty: 5904.488281
	Iteration 9F: 3 clusters Score -2.009379e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -20102952.000000 Penalty: 5904.488281
	Iteration 10F: 3 clusters Score -2.010295e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139751 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -20109116.000000 Penalty: 5904.488281
	Iteration 11F: 3 clusters Score -2.010912e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -20112256.000000 Penalty: 5904.488281
	Iteration 12Q: 3 clusters Score -2.011226e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20113552.000000 Penalty: 5904.488281
	Iteration 13Q: 3 clusters Score -2.011355e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147069 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20114218.000000 Penalty: 5904.488281
	Iteration 14Q: 3 clusters Score -2.011422e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20114476.000000 Penalty: 5904.488281
	Iteration 15Q: 3 clusters Score -2.011448e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147499 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20114608.000000 Penalty: 5904.488281
	Iteration 16Q: 3 clusters Score -2.011461e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20114732.000000 Penalty: 5904.488281
	Iteration 17Q: 3 clusters Score -2.011473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20114800.000000 Penalty: 5904.488281
	Iteration 18Q: 3 clusters Score -2.01148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20114830.000000 Penalty: 5904.488281
	Iteration 19Q: 3 clusters Score -2.011483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147602 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20114830.000000 Penalty: 5904.488281
	Iteration 20F: 3 clusters Score -2.011483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20114856.000000 Penalty: 5904.488281
	Iteration 21Q: 3 clusters Score -2.011486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20114856.000000 Penalty: 5904.488281
	Iteration 22Q: 3 clusters Score -2.011486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20114856.000000 Penalty: 5904.488281
	Iteration 23F: 3 clusters Score -2.011486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Entering Unmasked Estep 
Score: -1724141.750000 Penalty: 2342.089600
	Iteration 0F: 2 clusters Score -1724142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1714844.500000 Penalty: 4684.179199
	Iteration 0F: 3 clusters Score -1714844 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1717779.375000 Penalty: 4684.179199
	Iteration 1F: 3 clusters Score -1717779 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1718123.375000 Penalty: 4684.179199
	Iteration 2F: 3 clusters Score -1718123 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1718343.875000 Penalty: 4684.179199
	Iteration 3Q: 3 clusters Score -1718344 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1718532.875000 Penalty: 4684.179199
	Iteration 4Q: 3 clusters Score -1718533 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1718694.500000 Penalty: 4684.179199
	Iteration 5Q: 3 clusters Score -1718694 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1718853.625000 Penalty: 4684.179199
	Iteration 6Q: 3 clusters Score -1718854 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1719017.625000 Penalty: 4684.179199
	Iteration 7Q: 3 clusters Score -1719018 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1719198.750000 Penalty: 4684.179199
	Iteration 8Q: 3 clusters Score -1719199 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1719402.750000 Penalty: 4684.179199
	Iteration 9Q: 3 clusters Score -1719403 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1719662.500000 Penalty: 4684.179199
	Iteration 10Q: 3 clusters Score -1719662 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1719940.000000 Penalty: 4684.179199
	Iteration 11Q: 3 clusters Score -1719940 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1720239.125000 Penalty: 4684.179199
	Iteration 12Q: 3 clusters Score -1720239 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1720505.250000 Penalty: 4684.179199
	Iteration 13Q: 3 clusters Score -1720505 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1720774.375000 Penalty: 4684.179199
	Iteration 14Q: 3 clusters Score -1720774 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1721020.250000 Penalty: 4684.179199
	Iteration 15Q: 3 clusters Score -1721020 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1721198.875000 Penalty: 4684.179199
	Iteration 16Q: 3 clusters Score -1721199 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1721369.500000 Penalty: 4684.179199
	Iteration 17Q: 3 clusters Score -1721370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1721517.750000 Penalty: 4684.179199
	Iteration 18Q: 3 clusters Score -1721518 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1721633.750000 Penalty: 4684.179199
	Iteration 19Q: 3 clusters Score -1721634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1721739.750000 Penalty: 4684.179199
	Iteration 20F: 3 clusters Score -1721740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1721822.000000 Penalty: 4684.179199
	Iteration 21Q: 3 clusters Score -1721822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1721890.500000 Penalty: 4684.179199
	Iteration 22Q: 3 clusters Score -1721890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1721997.875000 Penalty: 4684.179199
	Iteration 23Q: 3 clusters Score -1721998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1722138.875000 Penalty: 4684.179199
	Iteration 24Q: 3 clusters Score -1722139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1722241.000000 Penalty: 4684.179199
	Iteration 25Q: 3 clusters Score -1722241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1722293.625000 Penalty: 4684.179199
	Iteration 26Q: 3 clusters Score -1722294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1722336.375000 Penalty: 4684.179199
	Iteration 27Q: 3 clusters Score -1722336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1722351.750000 Penalty: 4684.179199
	Iteration 28Q: 3 clusters Score -1722352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1722361.750000 Penalty: 4684.179199
	Iteration 29Q: 3 clusters Score -1722362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1722369.625000 Penalty: 4684.179199
	Iteration 30Q: 3 clusters Score -1722370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1722373.875000 Penalty: 4684.179199
	Iteration 31Q: 3 clusters Score -1722374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1722382.625000 Penalty: 4684.179199
	Iteration 32Q: 3 clusters Score -1722383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722385.250000 Penalty: 4684.179199
	Iteration 33Q: 3 clusters Score -1722385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722392.250000 Penalty: 4684.179199
	Iteration 34Q: 3 clusters Score -1722392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722396.125000 Penalty: 4684.179199
	Iteration 35Q: 3 clusters Score -1722396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1722398.125000 Penalty: 4684.179199
	Iteration 36Q: 3 clusters Score -1722398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722398.750000 Penalty: 4684.179199
	Iteration 37Q: 3 clusters Score -1722399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1722398.500000 Penalty: 4684.179199
	Iteration 38Q: 3 clusters Score -1722398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722398.125000 Penalty: 4684.179199
	Iteration 39Q: 3 clusters Score -1722398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1722398.125000 Penalty: 4684.179199
	Iteration 40F: 3 clusters Score -1722398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1722400.875000 Penalty: 4684.179199
	Iteration 41Q: 3 clusters Score -1722401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1722405.500000 Penalty: 4684.179199
	Iteration 42Q: 3 clusters Score -1722406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1722405.750000 Penalty: 4684.179199
	Iteration 43Q: 3 clusters Score -1722406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1722405.000000 Penalty: 4684.179199
	Iteration 44Q: 3 clusters Score -1722405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1722406.625000 Penalty: 4684.179199
	Iteration 45Q: 3 clusters Score -1722407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1722408.000000 Penalty: 4684.179199
	Iteration 46Q: 3 clusters Score -1722408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1722408.375000 Penalty: 4684.179199
	Iteration 47Q: 3 clusters Score -1722408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1722409.250000 Penalty: 4684.179199
	Iteration 48Q: 3 clusters Score -1722409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1722409.250000 Penalty: 4684.179199
	Iteration 49F: 3 clusters Score -1722409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -62497.546875 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -62497.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61056.175781 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -61056.18 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61271.343750 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -61271.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61416.996094 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -61417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61541.750000 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -61541.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61622.824219 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -61622.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61756.917969 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -61756.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62129.386719 Penalty: 3112.281982
	Iteration 6F: 3 clusters Score -62129.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62399.503906 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -62399.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62470.582031 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -62470.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62551.652344 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -62551.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62626.855469 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -62626.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62630.015625 Penalty: 3112.281982
	Iteration 11F: 3 clusters Score -62630.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62686.863281 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -62686.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62703.675781 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -62703.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62717.023438 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -62717.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62727.972656 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -62727.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62754.011719 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -62754.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62764.746094 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -62764.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62782.074219 Penalty: 3112.281982
	Iteration 18Q: 3 clusters Score -62782.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62786.699219 Penalty: 3112.281982
	Iteration 19Q: 3 clusters Score -62786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62790.531250 Penalty: 3112.281982
	Iteration 20F: 3 clusters Score -62790.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62836.757812 Penalty: 3112.281982
	Iteration 21Q: 3 clusters Score -62836.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62867.597656 Penalty: 3112.281982
	Iteration 22Q: 3 clusters Score -62867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62890.800781 Penalty: 3112.281982
	Iteration 23Q: 3 clusters Score -62890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62896.132812 Penalty: 3112.281982
	Iteration 24Q: 3 clusters Score -62896.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62896.132812 Penalty: 3112.281982
	Iteration 25F: 3 clusters Score -62896.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 230035 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110976 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26127 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147888 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 369 members 
Entering Unmasked Estep 
Score: -134142904.000000 Penalty: 99435.203125
Splitting cluster 26 changes total score from -134143912.000000 to -134142904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -50330.082031 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -50330.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48969.742188 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48969.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49324.582031 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -49324.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49513.878906 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -49513.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49602.609375 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -49602.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49666.949219 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -49666.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49701.062500 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -49701.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -49709.632812 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -49709.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49714.105469 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -49714.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49729.835938 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -49729.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49758.964844 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -49758.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49787.121094 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -49787.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -49837.363281 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -49837.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -49848.398438 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -49848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -49861.300781 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -49861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -49865.960938 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -49865.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -49869.007812 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -49869.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -49869.007812 Penalty: 2997.145996
	Iteration 16F: 3 clusters Score -49869.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 230035 members 
Mstep: Class 5 contains 94686 members 
Mstep: Class 6 contains 110976 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 26127 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33484 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147888 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144424.000000 Penalty: 96006.398438
Iteration 119Q: 29 clusters Score -1.341444e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 230193 members 
Mstep: Class 5 contains 94679 members 
Mstep: Class 6 contains 110974 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6706 members 
Mstep: Class 9 contains 26182 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 73806 members 
Mstep: Class 12 contains 46656 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18679 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33495 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 14155 members 
Mstep: Class 23 contains 30353 members 
Mstep: Class 24 contains 147895 members 
Mstep: Class 25 contains 12635 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144672.000000 Penalty: 96006.398438
Iteration 120F: 29 clusters Score -1.341447e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 230342 members 
Mstep: Class 5 contains 94666 members 
Mstep: Class 6 contains 110968 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 26215 members 
Mstep: Class 10 contains 27202 members 
Mstep: Class 11 contains 73782 members 
Mstep: Class 12 contains 46439 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33501 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 14163 members 
Mstep: Class 23 contains 30324 members 
Mstep: Class 24 contains 147908 members 
Mstep: Class 25 contains 12639 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1634 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144688.000000 Penalty: 96006.398438
Iteration 121Q: 29 clusters Score -1.341447e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 230488 members 
Mstep: Class 5 contains 94657 members 
Mstep: Class 6 contains 110955 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 26248 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73752 members 
Mstep: Class 12 contains 46213 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18698 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 14176 members 
Mstep: Class 23 contains 30330 members 
Mstep: Class 24 contains 147918 members 
Mstep: Class 25 contains 12642 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144648.000000 Penalty: 96006.398438
Iteration 122Q: 29 clusters Score -1.341446e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 230596 members 
Mstep: Class 5 contains 94659 members 
Mstep: Class 6 contains 110940 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 26269 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73722 members 
Mstep: Class 12 contains 46017 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18709 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33520 members 
Mstep: Class 17 contains 20228 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 14194 members 
Mstep: Class 23 contains 30334 members 
Mstep: Class 24 contains 147932 members 
Mstep: Class 25 contains 12640 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1646 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144640.000000 Penalty: 96006.398438
Iteration 123Q: 29 clusters Score -1.341446e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 230696 members 
Mstep: Class 5 contains 94654 members 
Mstep: Class 6 contains 110918 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 26307 members 
Mstep: Class 10 contains 27180 members 
Mstep: Class 11 contains 73690 members 
Mstep: Class 12 contains 45817 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18717 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33524 members 
Mstep: Class 17 contains 20251 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 22 contains 14211 members 
Mstep: Class 23 contains 30350 members 
Mstep: Class 24 contains 147965 members 
Mstep: Class 25 contains 12641 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144960.000000 Penalty: 96006.398438
Iteration 124Q: 29 clusters Score -1.34145e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 230796 members 
Mstep: Class 5 contains 94656 members 
Mstep: Class 6 contains 110902 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6821 members 
Mstep: Class 9 contains 26339 members 
Mstep: Class 10 contains 27173 members 
Mstep: Class 11 contains 73665 members 
Mstep: Class 12 contains 45615 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18723 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33526 members 
Mstep: Class 17 contains 20269 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 14228 members 
Mstep: Class 23 contains 30369 members 
Mstep: Class 24 contains 147996 members 
Mstep: Class 25 contains 12649 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144872.000000 Penalty: 96006.398438
Iteration 125Q: 29 clusters Score -1.341449e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 230898 members 
Mstep: Class 5 contains 94667 members 
Mstep: Class 6 contains 110882 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 26368 members 
Mstep: Class 10 contains 27167 members 
Mstep: Class 11 contains 73653 members 
Mstep: Class 12 contains 45412 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 20286 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 14239 members 
Mstep: Class 23 contains 30386 members 
Mstep: Class 24 contains 148021 members 
Mstep: Class 25 contains 12656 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144832.000000 Penalty: 96006.398438
Iteration 126Q: 29 clusters Score -1.341448e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 230975 members 
Mstep: Class 5 contains 94664 members 
Mstep: Class 6 contains 110853 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 26395 members 
Mstep: Class 10 contains 27164 members 
Mstep: Class 11 contains 73642 members 
Mstep: Class 12 contains 45233 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18749 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33542 members 
Mstep: Class 17 contains 20311 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2882 members 
Mstep: Class 22 contains 14246 members 
Mstep: Class 23 contains 30412 members 
Mstep: Class 24 contains 148045 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144784.000000 Penalty: 96006.398438
Iteration 127Q: 29 clusters Score -1.341448e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231062 members 
Mstep: Class 5 contains 94664 members 
Mstep: Class 6 contains 110836 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 26433 members 
Mstep: Class 10 contains 27157 members 
Mstep: Class 11 contains 73632 members 
Mstep: Class 12 contains 45057 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33549 members 
Mstep: Class 17 contains 20330 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2884 members 
Mstep: Class 22 contains 14254 members 
Mstep: Class 23 contains 30442 members 
Mstep: Class 24 contains 148049 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144680.000000 Penalty: 96006.398438
Iteration 128Q: 29 clusters Score -1.341447e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231151 members 
Mstep: Class 5 contains 94661 members 
Mstep: Class 6 contains 110812 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6844 members 
Mstep: Class 9 contains 26456 members 
Mstep: Class 10 contains 27155 members 
Mstep: Class 11 contains 73620 members 
Mstep: Class 12 contains 44884 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 18757 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33554 members 
Mstep: Class 17 contains 20349 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2885 members 
Mstep: Class 22 contains 14264 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 148071 members 
Mstep: Class 25 contains 12669 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144560.000000 Penalty: 96006.398438
Iteration 129Q: 29 clusters Score -1.341446e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231246 members 
Mstep: Class 5 contains 94661 members 
Mstep: Class 6 contains 110786 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 26476 members 
Mstep: Class 10 contains 27160 members 
Mstep: Class 11 contains 73613 members 
Mstep: Class 12 contains 44712 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 20372 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 14269 members 
Mstep: Class 23 contains 30489 members 
Mstep: Class 24 contains 148085 members 
Mstep: Class 25 contains 12675 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1668 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144472.000000 Penalty: 96006.398438
Iteration 130Q: 29 clusters Score -1.341445e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231356 members 
Mstep: Class 5 contains 94655 members 
Mstep: Class 6 contains 110754 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 26502 members 
Mstep: Class 10 contains 27173 members 
Mstep: Class 11 contains 73608 members 
Mstep: Class 12 contains 44539 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18760 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33569 members 
Mstep: Class 17 contains 20382 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2889 members 
Mstep: Class 22 contains 14271 members 
Mstep: Class 23 contains 30523 members 
Mstep: Class 24 contains 148086 members 
Mstep: Class 25 contains 12679 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144432.000000 Penalty: 96006.398438
Iteration 131Q: 29 clusters Score -1.341444e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231445 members 
Mstep: Class 5 contains 94651 members 
Mstep: Class 6 contains 110727 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 26535 members 
Mstep: Class 10 contains 27181 members 
Mstep: Class 11 contains 73603 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18765 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33575 members 
Mstep: Class 17 contains 20392 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 14272 members 
Mstep: Class 23 contains 30561 members 
Mstep: Class 24 contains 148074 members 
Mstep: Class 25 contains 12685 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144248.000000 Penalty: 96006.398438
Iteration 132Q: 29 clusters Score -1.341442e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231523 members 
Mstep: Class 5 contains 94656 members 
Mstep: Class 6 contains 110706 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 26563 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 73597 members 
Mstep: Class 12 contains 44247 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18769 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33575 members 
Mstep: Class 17 contains 20407 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2895 members 
Mstep: Class 22 contains 14274 members 
Mstep: Class 23 contains 30593 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12686 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144352.000000 Penalty: 96006.398438
Iteration 133Q: 29 clusters Score -1.341444e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231586 members 
Mstep: Class 5 contains 94655 members 
Mstep: Class 6 contains 110680 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 26588 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73588 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18779 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33580 members 
Mstep: Class 17 contains 20425 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 14277 members 
Mstep: Class 23 contains 30619 members 
Mstep: Class 24 contains 148069 members 
Mstep: Class 25 contains 12688 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144336.000000 Penalty: 96006.398438
Iteration 134Q: 29 clusters Score -1.341443e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231663 members 
Mstep: Class 5 contains 94649 members 
Mstep: Class 6 contains 110657 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 26600 members 
Mstep: Class 10 contains 27203 members 
Mstep: Class 11 contains 73579 members 
Mstep: Class 12 contains 43986 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18796 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20442 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 14284 members 
Mstep: Class 23 contains 30631 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144400.000000 Penalty: 96006.398438
Iteration 135Q: 29 clusters Score -1.341444e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231752 members 
Mstep: Class 5 contains 94643 members 
Mstep: Class 6 contains 110632 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 26617 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 73569 members 
Mstep: Class 12 contains 43850 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18807 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20458 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 14291 members 
Mstep: Class 23 contains 30644 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12698 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144344.000000 Penalty: 96006.398438
Iteration 136Q: 29 clusters Score -1.341443e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231846 members 
Mstep: Class 5 contains 94638 members 
Mstep: Class 6 contains 110610 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 26630 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 73561 members 
Mstep: Class 12 contains 43725 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33580 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 14298 members 
Mstep: Class 23 contains 30661 members 
Mstep: Class 24 contains 148057 members 
Mstep: Class 25 contains 12701 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144336.000000 Penalty: 96006.398438
Iteration 137Q: 29 clusters Score -1.341443e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231925 members 
Mstep: Class 5 contains 94648 members 
Mstep: Class 6 contains 110593 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 26638 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 73555 members 
Mstep: Class 12 contains 43619 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18816 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33580 members 
Mstep: Class 17 contains 20490 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 14304 members 
Mstep: Class 23 contains 30685 members 
Mstep: Class 24 contains 148041 members 
Mstep: Class 25 contains 12702 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144288.000000 Penalty: 96006.398438
Iteration 138Q: 29 clusters Score -1.341443e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 231978 members 
Mstep: Class 5 contains 94647 members 
Mstep: Class 6 contains 110578 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 26646 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 73550 members 
Mstep: Class 12 contains 43535 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18824 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20498 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 14309 members 
Mstep: Class 23 contains 30708 members 
Mstep: Class 24 contains 148034 members 
Mstep: Class 25 contains 12705 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144248.000000 Penalty: 96006.398438
Iteration 139Q: 29 clusters Score -1.341442e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232018 members 
Mstep: Class 5 contains 94631 members 
Mstep: Class 6 contains 110559 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 26660 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 73548 members 
Mstep: Class 12 contains 43464 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18826 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 14311 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 148033 members 
Mstep: Class 25 contains 12707 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144208.000000 Penalty: 96006.398438
Iteration 140F: 29 clusters Score -1.341442e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232072 members 
Mstep: Class 5 contains 94620 members 
Mstep: Class 6 contains 110551 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 26674 members 
Mstep: Class 10 contains 27219 members 
Mstep: Class 11 contains 73548 members 
Mstep: Class 12 contains 43379 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 20529 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 14311 members 
Mstep: Class 23 contains 30740 members 
Mstep: Class 24 contains 148038 members 
Mstep: Class 25 contains 12709 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144288.000000 Penalty: 96006.398438
Iteration 141Q: 29 clusters Score -1.341443e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232151 members 
Mstep: Class 5 contains 94612 members 
Mstep: Class 6 contains 110537 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 26683 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 73547 members 
Mstep: Class 12 contains 43271 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18831 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20546 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 14312 members 
Mstep: Class 23 contains 30756 members 
Mstep: Class 24 contains 148046 members 
Mstep: Class 25 contains 12711 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1715 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144144.000000 Penalty: 96006.398438
Iteration 142Q: 29 clusters Score -1.341441e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232217 members 
Mstep: Class 5 contains 94608 members 
Mstep: Class 6 contains 110526 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 26700 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 73546 members 
Mstep: Class 12 contains 43168 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18832 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20570 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 14309 members 
Mstep: Class 23 contains 30775 members 
Mstep: Class 24 contains 148043 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144224.000000 Penalty: 96006.398438
Iteration 143Q: 29 clusters Score -1.341442e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232290 members 
Mstep: Class 5 contains 94604 members 
Mstep: Class 6 contains 110517 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 26715 members 
Mstep: Class 10 contains 27206 members 
Mstep: Class 11 contains 73542 members 
Mstep: Class 12 contains 43068 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18834 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33581 members 
Mstep: Class 17 contains 20587 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 14312 members 
Mstep: Class 23 contains 30791 members 
Mstep: Class 24 contains 148032 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1715 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144288.000000 Penalty: 96006.398438
Iteration 144Q: 29 clusters Score -1.341443e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232359 members 
Mstep: Class 5 contains 94605 members 
Mstep: Class 6 contains 110505 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 26729 members 
Mstep: Class 10 contains 27200 members 
Mstep: Class 11 contains 73537 members 
Mstep: Class 12 contains 42988 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 18839 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33582 members 
Mstep: Class 17 contains 20593 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 14316 members 
Mstep: Class 23 contains 30804 members 
Mstep: Class 24 contains 148024 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144200.000000 Penalty: 96006.398438
Iteration 145Q: 29 clusters Score -1.341442e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232417 members 
Mstep: Class 5 contains 94600 members 
Mstep: Class 6 contains 110497 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73532 members 
Mstep: Class 12 contains 42905 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18845 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 20596 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2904 members 
Mstep: Class 22 contains 14319 members 
Mstep: Class 23 contains 30822 members 
Mstep: Class 24 contains 148022 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144320.000000 Penalty: 96006.398438
Iteration 146Q: 29 clusters Score -1.341443e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232486 members 
Mstep: Class 5 contains 94591 members 
Mstep: Class 6 contains 110491 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 26754 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73528 members 
Mstep: Class 12 contains 42816 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18844 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 20602 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2905 members 
Mstep: Class 22 contains 14322 members 
Mstep: Class 23 contains 30827 members 
Mstep: Class 24 contains 148030 members 
Mstep: Class 25 contains 12725 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144360.000000 Penalty: 96006.398438
Iteration 147Q: 29 clusters Score -1.341444e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232531 members 
Mstep: Class 5 contains 94580 members 
Mstep: Class 6 contains 110486 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26770 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73525 members 
Mstep: Class 12 contains 42744 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18846 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 20611 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 30837 members 
Mstep: Class 24 contains 148037 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144408.000000 Penalty: 96006.398438
Iteration 148Q: 29 clusters Score -1.341444e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232575 members 
Mstep: Class 5 contains 94580 members 
Mstep: Class 6 contains 110478 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26785 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 73526 members 
Mstep: Class 12 contains 42660 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18850 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 20627 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2908 members 
Mstep: Class 22 contains 14321 members 
Mstep: Class 23 contains 30847 members 
Mstep: Class 24 contains 148038 members 
Mstep: Class 25 contains 12728 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144168.000000 Penalty: 96006.398438
Iteration 149Q: 29 clusters Score -1.341442e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232625 members 
Mstep: Class 5 contains 94578 members 
Mstep: Class 6 contains 110472 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26796 members 
Mstep: Class 10 contains 27194 members 
Mstep: Class 11 contains 73523 members 
Mstep: Class 12 contains 42578 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18852 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 20639 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 14323 members 
Mstep: Class 23 contains 30858 members 
Mstep: Class 24 contains 148031 members 
Mstep: Class 25 contains 12733 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144152.000000 Penalty: 96006.398438
Iteration 150Q: 29 clusters Score -1.341442e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232675 members 
Mstep: Class 5 contains 94580 members 
Mstep: Class 6 contains 110462 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26812 members 
Mstep: Class 10 contains 27196 members 
Mstep: Class 11 contains 73522 members 
Mstep: Class 12 contains 42500 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18852 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 20649 members 
Mstep: Class 18 contains 5775 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2908 members 
Mstep: Class 22 contains 14325 members 
Mstep: Class 23 contains 30869 members 
Mstep: Class 24 contains 148028 members 
Mstep: Class 25 contains 12734 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144120.000000 Penalty: 96006.398438
Iteration 151Q: 29 clusters Score -1.341441e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232708 members 
Mstep: Class 5 contains 94575 members 
Mstep: Class 6 contains 110454 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26826 members 
Mstep: Class 10 contains 27194 members 
Mstep: Class 11 contains 73522 members 
Mstep: Class 12 contains 42436 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18852 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33588 members 
Mstep: Class 17 contains 20655 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 14327 members 
Mstep: Class 23 contains 30884 members 
Mstep: Class 24 contains 148031 members 
Mstep: Class 25 contains 12736 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144144.000000 Penalty: 96006.398438
Iteration 152Q: 29 clusters Score -1.341441e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232752 members 
Mstep: Class 5 contains 94569 members 
Mstep: Class 6 contains 110444 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26842 members 
Mstep: Class 10 contains 27194 members 
Mstep: Class 11 contains 73521 members 
Mstep: Class 12 contains 42357 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18860 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33590 members 
Mstep: Class 17 contains 20667 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 30896 members 
Mstep: Class 24 contains 148030 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144136.000000 Penalty: 96006.398438
Iteration 153Q: 29 clusters Score -1.341441e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232793 members 
Mstep: Class 5 contains 94569 members 
Mstep: Class 6 contains 110432 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26861 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73517 members 
Mstep: Class 12 contains 42273 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18866 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33595 members 
Mstep: Class 17 contains 20680 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2907 members 
Mstep: Class 22 contains 14330 members 
Mstep: Class 23 contains 30910 members 
Mstep: Class 24 contains 148025 members 
Mstep: Class 25 contains 12741 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143944.000000 Penalty: 96006.398438
Iteration 154Q: 29 clusters Score -1.341439e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232841 members 
Mstep: Class 5 contains 94571 members 
Mstep: Class 6 contains 110430 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26867 members 
Mstep: Class 10 contains 27193 members 
Mstep: Class 11 contains 73514 members 
Mstep: Class 12 contains 42191 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18873 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 20695 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 14331 members 
Mstep: Class 23 contains 30918 members 
Mstep: Class 24 contains 148015 members 
Mstep: Class 25 contains 12743 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144048.000000 Penalty: 96006.398438
Iteration 155Q: 29 clusters Score -1.34144e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232886 members 
Mstep: Class 5 contains 94568 members 
Mstep: Class 6 contains 110425 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26885 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73507 members 
Mstep: Class 12 contains 42115 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 18877 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33596 members 
Mstep: Class 17 contains 20703 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14334 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 148019 members 
Mstep: Class 25 contains 12746 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144120.000000 Penalty: 96006.398438
Iteration 156Q: 29 clusters Score -1.341441e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 232946 members 
Mstep: Class 5 contains 94562 members 
Mstep: Class 6 contains 110419 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26893 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73505 members 
Mstep: Class 12 contains 42037 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18879 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33594 members 
Mstep: Class 17 contains 20713 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 30929 members 
Mstep: Class 24 contains 148020 members 
Mstep: Class 25 contains 12747 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144088.000000 Penalty: 96006.398438
Iteration 157Q: 29 clusters Score -1.341441e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233003 members 
Mstep: Class 5 contains 94553 members 
Mstep: Class 6 contains 110416 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26898 members 
Mstep: Class 10 contains 27194 members 
Mstep: Class 11 contains 73502 members 
Mstep: Class 12 contains 41967 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18877 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 20722 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14340 members 
Mstep: Class 23 contains 30933 members 
Mstep: Class 24 contains 148022 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144120.000000 Penalty: 96006.398438
Iteration 158Q: 29 clusters Score -1.341441e+08 nChanged 117
Entering ConstructFrom: 
Score: -134144120.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (89362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Entering Unmasked Estep 
Score: -12233610.000000 Penalty: 2827.311768
	Iteration 0F: 2 clusters Score -1.223361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -12173842.000000 Penalty: 5654.623535
	Iteration 0F: 3 clusters Score -1.217384e+07 nChanged 42122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -12197899.000000 Penalty: 5654.623535
	Iteration 1F: 3 clusters Score -1.21979e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -12198836.000000 Penalty: 5654.623535
	Iteration 2Q: 3 clusters Score -1.219884e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -12200451.000000 Penalty: 5654.623535
	Iteration 3Q: 3 clusters Score -1.220045e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -12203250.000000 Penalty: 5654.623535
	Iteration 4F: 3 clusters Score -1.220325e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -12208314.000000 Penalty: 5654.623535
	Iteration 5F: 3 clusters Score -1.220831e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -12215695.000000 Penalty: 5654.623535
	Iteration 6F: 3 clusters Score -1.22157e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -12223315.000000 Penalty: 5654.623535
	Iteration 7F: 3 clusters Score -1.222332e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -12227965.000000 Penalty: 5654.623535
	Iteration 8F: 3 clusters Score -1.222796e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -12230024.000000 Penalty: 5654.623535
	Iteration 9Q: 3 clusters Score -1.223002e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -12230689.000000 Penalty: 5654.623535
	Iteration 10Q: 3 clusters Score -1.223069e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -12230915.000000 Penalty: 5654.623535
	Iteration 11Q: 3 clusters Score -1.223092e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -12231046.000000 Penalty: 5654.623535
	Iteration 12Q: 3 clusters Score -1.223105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -12231111.000000 Penalty: 5654.623535
	Iteration 13Q: 3 clusters Score -1.223111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -12231158.000000 Penalty: 5654.623535
	Iteration 14Q: 3 clusters Score -1.223116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -12231184.000000 Penalty: 5654.623535
	Iteration 15Q: 3 clusters Score -1.223118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -12231193.000000 Penalty: 5654.623535
	Iteration 16Q: 3 clusters Score -1.223119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -12231194.000000 Penalty: 5654.623535
	Iteration 17Q: 3 clusters Score -1.223119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -12231202.000000 Penalty: 5654.623535
	Iteration 18Q: 3 clusters Score -1.22312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -12231204.000000 Penalty: 5654.623535
	Iteration 19Q: 3 clusters Score -1.22312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -12231204.000000 Penalty: 5654.623535
	Iteration 20F: 3 clusters Score -1.22312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -546104.250000 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -546104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -542035.000000 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -542035 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -542958.312500 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -542958.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -543246.062500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -543246.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -543511.437500 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -543511.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -543792.687500 Penalty: 4145.316895
	Iteration 4F: 3 clusters Score -543792.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544152.000000 Penalty: 4145.316895
	Iteration 5F: 3 clusters Score -544152 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -544568.875000 Penalty: 4145.316895
	Iteration 6F: 3 clusters Score -544568.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -545016.562500 Penalty: 4145.316895
	Iteration 7F: 3 clusters Score -545016.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -545380.187500 Penalty: 4145.316895
	Iteration 8F: 3 clusters Score -545380.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545650.625000 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -545650.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -545807.000000 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -545807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -545862.437500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -545862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -545876.125000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -545876.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -545886.000000 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -545886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -545893.750000 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -545893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -545897.812500 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -545897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -545898.312500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -545898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -545898.937500 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -545898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545899.687500 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -545899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545899.687500 Penalty: 4145.316895
	Iteration 19F: 3 clusters Score -545899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -114270.648438 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -114270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112455.750000 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -112455.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112692.203125 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -112692.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112742.218750 Penalty: 3357.172607
	Iteration 2Q: 3 clusters Score -112742.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112767.617188 Penalty: 3357.172607
	Iteration 3Q: 3 clusters Score -112767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112777.960938 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -112778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112783.273438 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -112783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112787.437500 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -112787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112792.593750 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -112792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112794.429688 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -112794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112795.781250 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -112795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112796.507812 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -112796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112796.507812 Penalty: 3357.172607
	Iteration 11F: 3 clusters Score -112796.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (233039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233039 members 
Entering Unmasked Estep 
Score: -31877812.000000 Penalty: 3065.022461
	Iteration 0F: 2 clusters Score -3.187781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116542 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -31738178.000000 Penalty: 6130.044922
	Iteration 0F: 3 clusters Score -3.173818e+07 nChanged 112590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118290 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -31804934.000000 Penalty: 6130.044922
	Iteration 1F: 3 clusters Score -3.180493e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -31806360.000000 Penalty: 6130.044922
	Iteration 2Q: 3 clusters Score -3.180636e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 111718 members 
Entering Unmasked Estep 
Score: -31807988.000000 Penalty: 6130.044922
	Iteration 3Q: 3 clusters Score -3.180799e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -31810292.000000 Penalty: 6130.044922
	Iteration 4Q: 3 clusters Score -3.181029e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128223 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -31813198.000000 Penalty: 6130.044922
	Iteration 5Q: 3 clusters Score -3.18132e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134128 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -31816926.000000 Penalty: 6130.044922
	Iteration 6Q: 3 clusters Score -3.181693e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -31822222.000000 Penalty: 6130.044922
	Iteration 7Q: 3 clusters Score -3.182222e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -31829458.000000 Penalty: 6130.044922
	Iteration 8F: 3 clusters Score -3.182946e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -31838262.000000 Penalty: 6130.044922
	Iteration 9F: 3 clusters Score -3.183826e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172761 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -31848086.000000 Penalty: 6130.044922
	Iteration 10F: 3 clusters Score -3.184809e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180810 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -31855886.000000 Penalty: 6130.044922
	Iteration 11Q: 3 clusters Score -3.185589e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186416 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -31860342.000000 Penalty: 6130.044922
	Iteration 12Q: 3 clusters Score -3.186034e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191004 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -31861994.000000 Penalty: 6130.044922
	Iteration 13Q: 3 clusters Score -3.186199e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -31862800.000000 Penalty: 6130.044922
	Iteration 14Q: 3 clusters Score -3.18628e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -31863496.000000 Penalty: 6130.044922
	Iteration 15Q: 3 clusters Score -3.18635e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -31864280.000000 Penalty: 6130.044922
	Iteration 16Q: 3 clusters Score -3.186428e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205296 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -31864804.000000 Penalty: 6130.044922
	Iteration 17Q: 3 clusters Score -3.18648e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208283 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -31865504.000000 Penalty: 6130.044922
	Iteration 18Q: 3 clusters Score -3.18655e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211119 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -31865952.000000 Penalty: 6130.044922
	Iteration 19Q: 3 clusters Score -3.186595e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213691 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -31866930.000000 Penalty: 6130.044922
	Iteration 20F: 3 clusters Score -3.186693e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216062 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -31867990.000000 Penalty: 6130.044922
	Iteration 21Q: 3 clusters Score -3.186799e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218192 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -31869000.000000 Penalty: 6130.044922
	Iteration 22Q: 3 clusters Score -3.1869e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -31869816.000000 Penalty: 6130.044922
	Iteration 23Q: 3 clusters Score -3.186982e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221946 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -31870686.000000 Penalty: 6130.044922
	Iteration 24Q: 3 clusters Score -3.187069e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223514 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -31871538.000000 Penalty: 6130.044922
	Iteration 25Q: 3 clusters Score -3.187154e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224898 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -31872196.000000 Penalty: 6130.044922
	Iteration 26Q: 3 clusters Score -3.18722e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -31872552.000000 Penalty: 6130.044922
	Iteration 27Q: 3 clusters Score -3.187255e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -31872910.000000 Penalty: 6130.044922
	Iteration 28Q: 3 clusters Score -3.187291e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227968 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -31873318.000000 Penalty: 6130.044922
	Iteration 29Q: 3 clusters Score -3.187332e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228754 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -31873688.000000 Penalty: 6130.044922
	Iteration 30Q: 3 clusters Score -3.187369e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229413 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -31873948.000000 Penalty: 6130.044922
	Iteration 31Q: 3 clusters Score -3.187395e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229991 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -31874146.000000 Penalty: 6130.044922
	Iteration 32Q: 3 clusters Score -3.187415e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230462 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -31874396.000000 Penalty: 6130.044922
	Iteration 33Q: 3 clusters Score -3.18744e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230857 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -31874548.000000 Penalty: 6130.044922
	Iteration 34Q: 3 clusters Score -3.187455e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231158 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -31874708.000000 Penalty: 6130.044922
	Iteration 35Q: 3 clusters Score -3.187471e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231415 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -31874786.000000 Penalty: 6130.044922
	Iteration 36Q: 3 clusters Score -3.187479e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231626 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -31874822.000000 Penalty: 6130.044922
	Iteration 37Q: 3 clusters Score -3.187482e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231789 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -31874940.000000 Penalty: 6130.044922
	Iteration 38Q: 3 clusters Score -3.187494e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231907 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -31874946.000000 Penalty: 6130.044922
	Iteration 39Q: 3 clusters Score -3.187495e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -31874990.000000 Penalty: 6130.044922
	Iteration 40F: 3 clusters Score -3.187499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232088 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -31875068.000000 Penalty: 6130.044922
	Iteration 41Q: 3 clusters Score -3.187507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31875108.000000 Penalty: 6130.044922
	Iteration 42Q: 3 clusters Score -3.187511e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232188 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -31875130.000000 Penalty: 6130.044922
	Iteration 43Q: 3 clusters Score -3.187513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -31875126.000000 Penalty: 6130.044922
	Iteration 44Q: 3 clusters Score -3.187513e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232270 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -31875178.000000 Penalty: 6130.044922
	Iteration 45Q: 3 clusters Score -3.187518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232298 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -31875160.000000 Penalty: 6130.044922
	Iteration 46Q: 3 clusters Score -3.187516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -31875176.000000 Penalty: 6130.044922
	Iteration 47Q: 3 clusters Score -3.187518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232351 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -31875168.000000 Penalty: 6130.044922
	Iteration 48Q: 3 clusters Score -3.187517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232369 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -31875170.000000 Penalty: 6130.044922
	Iteration 49Q: 3 clusters Score -3.187517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232378 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -31875206.000000 Penalty: 6130.044922
	Iteration 50Q: 3 clusters Score -3.187521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232385 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -31875200.000000 Penalty: 6130.044922
	Iteration 51Q: 3 clusters Score -3.18752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232391 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -31875202.000000 Penalty: 6130.044922
	Iteration 52Q: 3 clusters Score -3.18752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232394 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -31875196.000000 Penalty: 6130.044922
	Iteration 53Q: 3 clusters Score -3.18752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -31875202.000000 Penalty: 6130.044922
	Iteration 54Q: 3 clusters Score -3.18752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232402 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -31875206.000000 Penalty: 6130.044922
	Iteration 55Q: 3 clusters Score -3.187521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232405 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -31875224.000000 Penalty: 6130.044922
	Iteration 56Q: 3 clusters Score -3.187522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232410 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -31875220.000000 Penalty: 6130.044922
	Iteration 57Q: 3 clusters Score -3.187522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232419 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -31875238.000000 Penalty: 6130.044922
	Iteration 58Q: 3 clusters Score -3.187524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232423 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -31875208.000000 Penalty: 6130.044922
	Iteration 59Q: 3 clusters Score -3.187521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232430 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -31875234.000000 Penalty: 6130.044922
	Iteration 60F: 3 clusters Score -3.187523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232431 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -31875244.000000 Penalty: 6130.044922
	Iteration 61Q: 3 clusters Score -3.187524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232435 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31875246.000000 Penalty: 6130.044922
	Iteration 62Q: 3 clusters Score -3.187525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232440 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31875250.000000 Penalty: 6130.044922
	Iteration 63Q: 3 clusters Score -3.187525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232442 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31875248.000000 Penalty: 6130.044922
	Iteration 64Q: 3 clusters Score -3.187525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232443 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -31875254.000000 Penalty: 6130.044922
	Iteration 65Q: 3 clusters Score -3.187525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -31875262.000000 Penalty: 6130.044922
	Iteration 66Q: 3 clusters Score -3.187526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -31875262.000000 Penalty: 6130.044922
	Iteration 67F: 3 clusters Score -3.187526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Entering Unmasked Estep 
Score: -12806091.000000 Penalty: 2841.304688
	Iteration 0F: 2 clusters Score -1.280609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -12743079.000000 Penalty: 5682.609375
	Iteration 0F: 3 clusters Score -1.274308e+07 nChanged 44606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -12768156.000000 Penalty: 5682.609375
	Iteration 1F: 3 clusters Score -1.276816e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -12768893.000000 Penalty: 5682.609375
	Iteration 2Q: 3 clusters Score -1.276889e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -12769712.000000 Penalty: 5682.609375
	Iteration 3Q: 3 clusters Score -1.276971e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -12770527.000000 Penalty: 5682.609375
	Iteration 4Q: 3 clusters Score -1.277053e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -12771386.000000 Penalty: 5682.609375
	Iteration 5Q: 3 clusters Score -1.277139e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -12772514.000000 Penalty: 5682.609375
	Iteration 6Q: 3 clusters Score -1.277251e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -12773884.000000 Penalty: 5682.609375
	Iteration 7Q: 3 clusters Score -1.277388e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -12775701.000000 Penalty: 5682.609375
	Iteration 8Q: 3 clusters Score -1.27757e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -12778153.000000 Penalty: 5682.609375
	Iteration 9Q: 3 clusters Score -1.277815e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -12781311.000000 Penalty: 5682.609375
	Iteration 10F: 3 clusters Score -1.278131e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -12785086.000000 Penalty: 5682.609375
	Iteration 11F: 3 clusters Score -1.278509e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -12788897.000000 Penalty: 5682.609375
	Iteration 12F: 3 clusters Score -1.27889e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -12792131.000000 Penalty: 5682.609375
	Iteration 13Q: 3 clusters Score -1.279213e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -12794732.000000 Penalty: 5682.609375
	Iteration 14Q: 3 clusters Score -1.279473e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -12796780.000000 Penalty: 5682.609375
	Iteration 15Q: 3 clusters Score -1.279678e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -12798081.000000 Penalty: 5682.609375
	Iteration 16Q: 3 clusters Score -1.279808e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -12799070.000000 Penalty: 5682.609375
	Iteration 17Q: 3 clusters Score -1.279907e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -12799770.000000 Penalty: 5682.609375
	Iteration 18Q: 3 clusters Score -1.279977e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -12800552.000000 Penalty: 5682.609375
	Iteration 19Q: 3 clusters Score -1.280055e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -12801054.000000 Penalty: 5682.609375
	Iteration 20F: 3 clusters Score -1.280105e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -12801487.000000 Penalty: 5682.609375
	Iteration 21Q: 3 clusters Score -1.280149e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -12801894.000000 Penalty: 5682.609375
	Iteration 22Q: 3 clusters Score -1.280189e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -12802227.000000 Penalty: 5682.609375
	Iteration 23Q: 3 clusters Score -1.280223e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -12802513.000000 Penalty: 5682.609375
	Iteration 24Q: 3 clusters Score -1.280251e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -12802706.000000 Penalty: 5682.609375
	Iteration 25Q: 3 clusters Score -1.280271e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -12802920.000000 Penalty: 5682.609375
	Iteration 26Q: 3 clusters Score -1.280292e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -12803096.000000 Penalty: 5682.609375
	Iteration 27Q: 3 clusters Score -1.28031e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -12803239.000000 Penalty: 5682.609375
	Iteration 28Q: 3 clusters Score -1.280324e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -12803337.000000 Penalty: 5682.609375
	Iteration 29Q: 3 clusters Score -1.280334e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -12803447.000000 Penalty: 5682.609375
	Iteration 30Q: 3 clusters Score -1.280345e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12803465.000000 Penalty: 5682.609375
	Iteration 31Q: 3 clusters Score -1.280346e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12803543.000000 Penalty: 5682.609375
	Iteration 32Q: 3 clusters Score -1.280354e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -12803574.000000 Penalty: 5682.609375
	Iteration 33Q: 3 clusters Score -1.280357e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -12803620.000000 Penalty: 5682.609375
	Iteration 34Q: 3 clusters Score -1.280362e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12803657.000000 Penalty: 5682.609375
	Iteration 35Q: 3 clusters Score -1.280366e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -12803697.000000 Penalty: 5682.609375
	Iteration 36Q: 3 clusters Score -1.28037e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12803735.000000 Penalty: 5682.609375
	Iteration 37Q: 3 clusters Score -1.280374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12803765.000000 Penalty: 5682.609375
	Iteration 38Q: 3 clusters Score -1.280376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12803740.000000 Penalty: 5682.609375
	Iteration 39Q: 3 clusters Score -1.280374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12803746.000000 Penalty: 5682.609375
	Iteration 40F: 3 clusters Score -1.280375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12803756.000000 Penalty: 5682.609375
	Iteration 41Q: 3 clusters Score -1.280376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12803766.000000 Penalty: 5682.609375
	Iteration 42Q: 3 clusters Score -1.280377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12803797.000000 Penalty: 5682.609375
	Iteration 43Q: 3 clusters Score -1.28038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12803804.000000 Penalty: 5682.609375
	Iteration 44Q: 3 clusters Score -1.28038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12803822.000000 Penalty: 5682.609375
	Iteration 45Q: 3 clusters Score -1.280382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12803836.000000 Penalty: 5682.609375
	Iteration 46Q: 3 clusters Score -1.280384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12803836.000000 Penalty: 5682.609375
	Iteration 47Q: 3 clusters Score -1.280384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -12803844.000000 Penalty: 5682.609375
	Iteration 48Q: 3 clusters Score -1.280384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12803844.000000 Penalty: 5682.609375
	Iteration 49Q: 3 clusters Score -1.280384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12803849.000000 Penalty: 5682.609375
	Iteration 50Q: 3 clusters Score -1.280385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12803855.000000 Penalty: 5682.609375
	Iteration 51Q: 3 clusters Score -1.280386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12803852.000000 Penalty: 5682.609375
	Iteration 52Q: 3 clusters Score -1.280385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12803839.000000 Penalty: 5682.609375
	Iteration 53Q: 3 clusters Score -1.280384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12803836.000000 Penalty: 5682.609375
	Iteration 54Q: 3 clusters Score -1.280384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12803843.000000 Penalty: 5682.609375
	Iteration 55Q: 3 clusters Score -1.280384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12803839.000000 Penalty: 5682.609375
	Iteration 56Q: 3 clusters Score -1.280384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12803839.000000 Penalty: 5682.609375
	Iteration 57Q: 3 clusters Score -1.280384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12803841.000000 Penalty: 5682.609375
	Iteration 58Q: 3 clusters Score -1.280384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12803841.000000 Penalty: 5682.609375
	Iteration 59F: 3 clusters Score -1.280384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Entering Unmasked Estep 
Score: -14916226.000000 Penalty: 2879.773926
	Iteration 0F: 2 clusters Score -1.491623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -14842067.000000 Penalty: 5759.547852
	Iteration 0F: 3 clusters Score -1.484207e+07 nChanged 52492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -14871696.000000 Penalty: 5759.547852
	Iteration 1F: 3 clusters Score -1.48717e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -14872284.000000 Penalty: 5759.547852
	Iteration 2Q: 3 clusters Score -1.487228e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -14872881.000000 Penalty: 5759.547852
	Iteration 3Q: 3 clusters Score -1.487288e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -14873593.000000 Penalty: 5759.547852
	Iteration 4Q: 3 clusters Score -1.487359e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -14874504.000000 Penalty: 5759.547852
	Iteration 5Q: 3 clusters Score -1.48745e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -14875615.000000 Penalty: 5759.547852
	Iteration 6Q: 3 clusters Score -1.487562e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -14877371.000000 Penalty: 5759.547852
	Iteration 7Q: 3 clusters Score -1.487737e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -14879851.000000 Penalty: 5759.547852
	Iteration 8Q: 3 clusters Score -1.487985e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -14883663.000000 Penalty: 5759.547852
	Iteration 9F: 3 clusters Score -1.488366e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -14888672.000000 Penalty: 5759.547852
	Iteration 10F: 3 clusters Score -1.488867e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -14894248.000000 Penalty: 5759.547852
	Iteration 11F: 3 clusters Score -1.489425e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -14899012.000000 Penalty: 5759.547852
	Iteration 12F: 3 clusters Score -1.489901e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -14902342.000000 Penalty: 5759.547852
	Iteration 13Q: 3 clusters Score -1.490234e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -14904044.000000 Penalty: 5759.547852
	Iteration 14Q: 3 clusters Score -1.490404e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -14905349.000000 Penalty: 5759.547852
	Iteration 15Q: 3 clusters Score -1.490535e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -14906498.000000 Penalty: 5759.547852
	Iteration 16Q: 3 clusters Score -1.49065e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -14907484.000000 Penalty: 5759.547852
	Iteration 17Q: 3 clusters Score -1.490748e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -14908400.000000 Penalty: 5759.547852
	Iteration 18Q: 3 clusters Score -1.49084e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -14909167.000000 Penalty: 5759.547852
	Iteration 19Q: 3 clusters Score -1.490917e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -14909835.000000 Penalty: 5759.547852
	Iteration 20F: 3 clusters Score -1.490984e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -14910396.000000 Penalty: 5759.547852
	Iteration 21Q: 3 clusters Score -1.49104e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 103259 members 
Entering Unmasked Estep 
Score: -14910851.000000 Penalty: 5759.547852
	Iteration 22Q: 3 clusters Score -1.491085e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -14911278.000000 Penalty: 5759.547852
	Iteration 23Q: 3 clusters Score -1.491128e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -14911558.000000 Penalty: 5759.547852
	Iteration 24Q: 3 clusters Score -1.491156e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -14911792.000000 Penalty: 5759.547852
	Iteration 25Q: 3 clusters Score -1.491179e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -14912071.000000 Penalty: 5759.547852
	Iteration 26Q: 3 clusters Score -1.491207e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -14912262.000000 Penalty: 5759.547852
	Iteration 27Q: 3 clusters Score -1.491226e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -14912504.000000 Penalty: 5759.547852
	Iteration 28Q: 3 clusters Score -1.49125e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -14912683.000000 Penalty: 5759.547852
	Iteration 29Q: 3 clusters Score -1.491268e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 107449 members 
Entering Unmasked Estep 
Score: -14912823.000000 Penalty: 5759.547852
	Iteration 30Q: 3 clusters Score -1.491282e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -14912970.000000 Penalty: 5759.547852
	Iteration 31Q: 3 clusters Score -1.491297e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -14913055.000000 Penalty: 5759.547852
	Iteration 32Q: 3 clusters Score -1.491306e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -14913165.000000 Penalty: 5759.547852
	Iteration 33Q: 3 clusters Score -1.491316e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -14913187.000000 Penalty: 5759.547852
	Iteration 34Q: 3 clusters Score -1.491319e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -14913231.000000 Penalty: 5759.547852
	Iteration 35Q: 3 clusters Score -1.491323e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -14913298.000000 Penalty: 5759.547852
	Iteration 36Q: 3 clusters Score -1.49133e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -14913346.000000 Penalty: 5759.547852
	Iteration 37Q: 3 clusters Score -1.491335e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -14913359.000000 Penalty: 5759.547852
	Iteration 38Q: 3 clusters Score -1.491336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -14913428.000000 Penalty: 5759.547852
	Iteration 39Q: 3 clusters Score -1.491343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -14913436.000000 Penalty: 5759.547852
	Iteration 40F: 3 clusters Score -1.491344e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 109063 members 
Entering Unmasked Estep 
Score: -14913483.000000 Penalty: 5759.547852
	Iteration 41Q: 3 clusters Score -1.491348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -14913517.000000 Penalty: 5759.547852
	Iteration 42Q: 3 clusters Score -1.491352e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -14913568.000000 Penalty: 5759.547852
	Iteration 43Q: 3 clusters Score -1.491357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -14913611.000000 Penalty: 5759.547852
	Iteration 44Q: 3 clusters Score -1.491361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -14913622.000000 Penalty: 5759.547852
	Iteration 45Q: 3 clusters Score -1.491362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -14913631.000000 Penalty: 5759.547852
	Iteration 46Q: 3 clusters Score -1.491363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -14913665.000000 Penalty: 5759.547852
	Iteration 47Q: 3 clusters Score -1.491366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -14913688.000000 Penalty: 5759.547852
	Iteration 48Q: 3 clusters Score -1.491369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -14913694.000000 Penalty: 5759.547852
	Iteration 49Q: 3 clusters Score -1.491369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -14913703.000000 Penalty: 5759.547852
	Iteration 50Q: 3 clusters Score -1.49137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -14913712.000000 Penalty: 5759.547852
	Iteration 51Q: 3 clusters Score -1.491371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -14913727.000000 Penalty: 5759.547852
	Iteration 52Q: 3 clusters Score -1.491373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -14913731.000000 Penalty: 5759.547852
	Iteration 53Q: 3 clusters Score -1.491373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -14913734.000000 Penalty: 5759.547852
	Iteration 54Q: 3 clusters Score -1.491373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 109461 members 
Entering Unmasked Estep 
Score: -14913740.000000 Penalty: 5759.547852
	Iteration 55Q: 3 clusters Score -1.491374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -14913750.000000 Penalty: 5759.547852
	Iteration 56Q: 3 clusters Score -1.491375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 109480 members 
Entering Unmasked Estep 
Score: -14913753.000000 Penalty: 5759.547852
	Iteration 57Q: 3 clusters Score -1.491375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -14913773.000000 Penalty: 5759.547852
	Iteration 58Q: 3 clusters Score -1.491377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -14913772.000000 Penalty: 5759.547852
	Iteration 59Q: 3 clusters Score -1.491377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 109496 members 
Entering Unmasked Estep 
Score: -14913765.000000 Penalty: 5759.547852
	Iteration 60F: 3 clusters Score -1.491376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 109499 members 
Entering Unmasked Estep 
Score: -14913783.000000 Penalty: 5759.547852
	Iteration 61Q: 3 clusters Score -1.491378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -14913775.000000 Penalty: 5759.547852
	Iteration 62Q: 3 clusters Score -1.491378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -14913770.000000 Penalty: 5759.547852
	Iteration 63Q: 3 clusters Score -1.491377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -14913788.000000 Penalty: 5759.547852
	Iteration 64Q: 3 clusters Score -1.491379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 109521 members 
Entering Unmasked Estep 
Score: -14913788.000000 Penalty: 5759.547852
	Iteration 65Q: 3 clusters Score -1.491379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -14913789.000000 Penalty: 5759.547852
	Iteration 66Q: 3 clusters Score -1.491379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -14913783.000000 Penalty: 5759.547852
	Iteration 67Q: 3 clusters Score -1.491378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -14913783.000000 Penalty: 5759.547852
	Iteration 68F: 3 clusters Score -1.491378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -433578.656250 Penalty: 2009.216064
	Iteration 0F: 2 clusters Score -433578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -430124.781250 Penalty: 4018.432129
	Iteration 0F: 3 clusters Score -430124.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -430803.875000 Penalty: 4018.432129
	Iteration 1F: 3 clusters Score -430803.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -430970.625000 Penalty: 4018.432129
	Iteration 2F: 3 clusters Score -430970.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -431061.093750 Penalty: 4018.432129
	Iteration 3Q: 3 clusters Score -431061.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -431105.656250 Penalty: 4018.432129
	Iteration 4Q: 3 clusters Score -431105.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -431144.250000 Penalty: 4018.432129
	Iteration 5Q: 3 clusters Score -431144.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -431171.968750 Penalty: 4018.432129
	Iteration 6Q: 3 clusters Score -431172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -431197.531250 Penalty: 4018.432129
	Iteration 7Q: 3 clusters Score -431197.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -431219.718750 Penalty: 4018.432129
	Iteration 8Q: 3 clusters Score -431219.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431240.875000 Penalty: 4018.432129
	Iteration 9Q: 3 clusters Score -431240.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -431255.781250 Penalty: 4018.432129
	Iteration 10Q: 3 clusters Score -431255.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -431275.156250 Penalty: 4018.432129
	Iteration 11Q: 3 clusters Score -431275.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -431292.187500 Penalty: 4018.432129
	Iteration 12Q: 3 clusters Score -431292.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -431306.281250 Penalty: 4018.432129
	Iteration 13Q: 3 clusters Score -431306.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -431324.375000 Penalty: 4018.432129
	Iteration 14Q: 3 clusters Score -431324.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431344.031250 Penalty: 4018.432129
	Iteration 15Q: 3 clusters Score -431344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -431364.968750 Penalty: 4018.432129
	Iteration 16Q: 3 clusters Score -431365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -431384.375000 Penalty: 4018.432129
	Iteration 17Q: 3 clusters Score -431384.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -431400.968750 Penalty: 4018.432129
	Iteration 18Q: 3 clusters Score -431401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -431417.187500 Penalty: 4018.432129
	Iteration 19Q: 3 clusters Score -431417.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -431434.437500 Penalty: 4018.432129
	Iteration 20F: 3 clusters Score -431434.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -431453.375000 Penalty: 4018.432129
	Iteration 21Q: 3 clusters Score -431453.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -431471.218750 Penalty: 4018.432129
	Iteration 22Q: 3 clusters Score -431471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -431486.468750 Penalty: 4018.432129
	Iteration 23Q: 3 clusters Score -431486.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -431508.968750 Penalty: 4018.432129
	Iteration 24Q: 3 clusters Score -431509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -431530.406250 Penalty: 4018.432129
	Iteration 25Q: 3 clusters Score -431530.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -431543.781250 Penalty: 4018.432129
	Iteration 26Q: 3 clusters Score -431543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -431555.281250 Penalty: 4018.432129
	Iteration 27Q: 3 clusters Score -431555.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -431564.000000 Penalty: 4018.432129
	Iteration 28Q: 3 clusters Score -431564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -431576.500000 Penalty: 4018.432129
	Iteration 29Q: 3 clusters Score -431576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431585.406250 Penalty: 4018.432129
	Iteration 30Q: 3 clusters Score -431585.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -431595.750000 Penalty: 4018.432129
	Iteration 31Q: 3 clusters Score -431595.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -431609.062500 Penalty: 4018.432129
	Iteration 32Q: 3 clusters Score -431609.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -431631.125000 Penalty: 4018.432129
	Iteration 33Q: 3 clusters Score -431631.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -431659.750000 Penalty: 4018.432129
	Iteration 34Q: 3 clusters Score -431659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -431686.156250 Penalty: 4018.432129
	Iteration 35Q: 3 clusters Score -431686.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -431697.593750 Penalty: 4018.432129
	Iteration 36Q: 3 clusters Score -431697.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -431709.531250 Penalty: 4018.432129
	Iteration 37Q: 3 clusters Score -431709.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -431720.656250 Penalty: 4018.432129
	Iteration 38Q: 3 clusters Score -431720.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -431728.937500 Penalty: 4018.432129
	Iteration 39Q: 3 clusters Score -431728.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -431737.062500 Penalty: 4018.432129
	Iteration 40F: 3 clusters Score -431737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -431740.531250 Penalty: 4018.432129
	Iteration 41Q: 3 clusters Score -431740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -431743.343750 Penalty: 4018.432129
	Iteration 42Q: 3 clusters Score -431743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -431744.156250 Penalty: 4018.432129
	Iteration 43Q: 3 clusters Score -431744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -431745.531250 Penalty: 4018.432129
	Iteration 44Q: 3 clusters Score -431745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -431746.437500 Penalty: 4018.432129
	Iteration 45Q: 3 clusters Score -431746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -431746.531250 Penalty: 4018.432129
	Iteration 46Q: 3 clusters Score -431746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -431746.531250 Penalty: 4018.432129
	Iteration 47F: 3 clusters Score -431746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -915303.875000 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -915303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -909647.187500 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -909647.2 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -911223.312500 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -911223.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -911558.000000 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -911558 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -911773.562500 Penalty: 4381.542480
	Iteration 3F: 3 clusters Score -911773.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -911954.687500 Penalty: 4381.542480
	Iteration 4Q: 3 clusters Score -911954.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -912104.625000 Penalty: 4381.542480
	Iteration 5Q: 3 clusters Score -912104.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -912229.437500 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -912229.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -912336.875000 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -912336.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -912445.750000 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -912445.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -912574.250000 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -912574.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -912705.125000 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -912705.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -912828.187500 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -912828.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -912925.062500 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -912925.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -913007.062500 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -913007.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -913076.187500 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -913076.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -913136.187500 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -913136.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -913186.687500 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -913186.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -913217.562500 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -913217.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -913249.687500 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -913249.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -913277.375000 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -913277.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -913295.375000 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -913295.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -913304.562500 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -913304.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -913313.000000 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -913313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -913327.125000 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -913327.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -913338.312500 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -913338.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -913350.312500 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -913350.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -913357.625000 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -913357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -913364.375000 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -913364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -913368.437500 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -913368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -913370.812500 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -913370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -913375.125000 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -913375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -913376.812500 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -913376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -913376.750000 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -913376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -913378.500000 Penalty: 4381.542480
	Iteration 33Q: 3 clusters Score -913378.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -913379.500000 Penalty: 4381.542480
	Iteration 34Q: 3 clusters Score -913379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -913381.312500 Penalty: 4381.542480
	Iteration 35Q: 3 clusters Score -913381.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -913385.312500 Penalty: 4381.542480
	Iteration 36Q: 3 clusters Score -913385.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -913390.562500 Penalty: 4381.542480
	Iteration 37Q: 3 clusters Score -913390.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -913396.312500 Penalty: 4381.542480
	Iteration 38Q: 3 clusters Score -913396.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -913398.000000 Penalty: 4381.542480
	Iteration 39Q: 3 clusters Score -913398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -913402.187500 Penalty: 4381.542480
	Iteration 40F: 3 clusters Score -913402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -913405.812500 Penalty: 4381.542480
	Iteration 41Q: 3 clusters Score -913405.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -913408.437500 Penalty: 4381.542480
	Iteration 42Q: 3 clusters Score -913408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -913411.187500 Penalty: 4381.542480
	Iteration 43Q: 3 clusters Score -913411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -913411.812500 Penalty: 4381.542480
	Iteration 44Q: 3 clusters Score -913411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -913414.500000 Penalty: 4381.542480
	Iteration 45Q: 3 clusters Score -913414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -913413.375000 Penalty: 4381.542480
	Iteration 46Q: 3 clusters Score -913413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -913414.375000 Penalty: 4381.542480
	Iteration 47Q: 3 clusters Score -913414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -913414.062500 Penalty: 4381.542480
	Iteration 48Q: 3 clusters Score -913414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -913414.062500 Penalty: 4381.542480
	Iteration 49F: 3 clusters Score -913414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Entering Unmasked Estep 
Score: -3712712.250000 Penalty: 2529.644531
	Iteration 0F: 2 clusters Score -3712712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3694319.250000 Penalty: 5059.289062
	Iteration 0F: 3 clusters Score -3694319 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3700572.000000 Penalty: 5059.289062
	Iteration 1F: 3 clusters Score -3700572 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3701016.250000 Penalty: 5059.289062
	Iteration 2Q: 3 clusters Score -3701016 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3701475.250000 Penalty: 5059.289062
	Iteration 3Q: 3 clusters Score -3701475 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3702005.500000 Penalty: 5059.289062
	Iteration 4Q: 3 clusters Score -3702006 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3702730.500000 Penalty: 5059.289062
	Iteration 5F: 3 clusters Score -3702730 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3703866.000000 Penalty: 5059.289062
	Iteration 6F: 3 clusters Score -3703866 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3705385.250000 Penalty: 5059.289062
	Iteration 7F: 3 clusters Score -3705385 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3707111.750000 Penalty: 5059.289062
	Iteration 8F: 3 clusters Score -3707112 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3708676.250000 Penalty: 5059.289062
	Iteration 9F: 3 clusters Score -3708676 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3709616.500000 Penalty: 5059.289062
	Iteration 10Q: 3 clusters Score -3709616 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3710128.000000 Penalty: 5059.289062
	Iteration 11Q: 3 clusters Score -3710128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3710342.000000 Penalty: 5059.289062
	Iteration 12Q: 3 clusters Score -3710342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3710432.750000 Penalty: 5059.289062
	Iteration 13Q: 3 clusters Score -3710433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3710487.250000 Penalty: 5059.289062
	Iteration 14Q: 3 clusters Score -3710487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3710526.500000 Penalty: 5059.289062
	Iteration 15Q: 3 clusters Score -3710526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3710534.250000 Penalty: 5059.289062
	Iteration 16Q: 3 clusters Score -3710534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3710544.250000 Penalty: 5059.289062
	Iteration 17Q: 3 clusters Score -3710544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3710553.500000 Penalty: 5059.289062
	Iteration 18Q: 3 clusters Score -3710554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3710553.250000 Penalty: 5059.289062
	Iteration 19Q: 3 clusters Score -3710553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3710555.000000 Penalty: 5059.289062
	Iteration 20F: 3 clusters Score -3710555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Entering Unmasked Estep 
Score: -3500926.750000 Penalty: 2532.239014
	Iteration 0F: 2 clusters Score -3500927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3482119.250000 Penalty: 5064.478027
	Iteration 0F: 3 clusters Score -3482119 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3489051.000000 Penalty: 5064.478027
	Iteration 1F: 3 clusters Score -3489051 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3489667.250000 Penalty: 5064.478027
	Iteration 2F: 3 clusters Score -3489667 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3490285.250000 Penalty: 5064.478027
	Iteration 3F: 3 clusters Score -3490285 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3490863.250000 Penalty: 5064.478027
	Iteration 4Q: 3 clusters Score -3490863 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3491604.500000 Penalty: 5064.478027
	Iteration 5F: 3 clusters Score -3491604 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3492504.500000 Penalty: 5064.478027
	Iteration 6F: 3 clusters Score -3492504 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3493490.500000 Penalty: 5064.478027
	Iteration 7F: 3 clusters Score -3493490 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3494371.750000 Penalty: 5064.478027
	Iteration 8F: 3 clusters Score -3494372 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3495123.500000 Penalty: 5064.478027
	Iteration 9Q: 3 clusters Score -3495124 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3495776.750000 Penalty: 5064.478027
	Iteration 10Q: 3 clusters Score -3495777 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3496262.500000 Penalty: 5064.478027
	Iteration 11Q: 3 clusters Score -3496262 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3496654.250000 Penalty: 5064.478027
	Iteration 12Q: 3 clusters Score -3496654 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3496970.500000 Penalty: 5064.478027
	Iteration 13Q: 3 clusters Score -3496970 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3497239.500000 Penalty: 5064.478027
	Iteration 14Q: 3 clusters Score -3497240 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3497492.750000 Penalty: 5064.478027
	Iteration 15Q: 3 clusters Score -3497493 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3497733.000000 Penalty: 5064.478027
	Iteration 16Q: 3 clusters Score -3497733 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3497912.750000 Penalty: 5064.478027
	Iteration 17Q: 3 clusters Score -3497913 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3498105.250000 Penalty: 5064.478027
	Iteration 18Q: 3 clusters Score -3498105 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3498259.000000 Penalty: 5064.478027
	Iteration 19Q: 3 clusters Score -3498259 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3498362.000000 Penalty: 5064.478027
	Iteration 20F: 3 clusters Score -3498362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3498447.000000 Penalty: 5064.478027
	Iteration 21Q: 3 clusters Score -3498447 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3498519.500000 Penalty: 5064.478027
	Iteration 22Q: 3 clusters Score -3498520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3498590.000000 Penalty: 5064.478027
	Iteration 23Q: 3 clusters Score -3498590 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3498647.500000 Penalty: 5064.478027
	Iteration 24Q: 3 clusters Score -3498648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3498692.000000 Penalty: 5064.478027
	Iteration 25Q: 3 clusters Score -3498692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3498718.000000 Penalty: 5064.478027
	Iteration 26Q: 3 clusters Score -3498718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3498742.500000 Penalty: 5064.478027
	Iteration 27Q: 3 clusters Score -3498742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3498783.250000 Penalty: 5064.478027
	Iteration 28Q: 3 clusters Score -3498783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3498794.750000 Penalty: 5064.478027
	Iteration 29Q: 3 clusters Score -3498795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3498811.000000 Penalty: 5064.478027
	Iteration 30Q: 3 clusters Score -3498811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3498826.750000 Penalty: 5064.478027
	Iteration 31Q: 3 clusters Score -3498827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3498840.750000 Penalty: 5064.478027
	Iteration 32Q: 3 clusters Score -3498841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3498849.500000 Penalty: 5064.478027
	Iteration 33Q: 3 clusters Score -3498850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3498859.000000 Penalty: 5064.478027
	Iteration 34Q: 3 clusters Score -3498859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3498860.250000 Penalty: 5064.478027
	Iteration 35Q: 3 clusters Score -3498860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3498872.750000 Penalty: 5064.478027
	Iteration 36Q: 3 clusters Score -3498873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3498881.500000 Penalty: 5064.478027
	Iteration 37Q: 3 clusters Score -3498882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3498881.750000 Penalty: 5064.478027
	Iteration 38Q: 3 clusters Score -3498882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3498887.500000 Penalty: 5064.478027
	Iteration 39Q: 3 clusters Score -3498888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3498894.500000 Penalty: 5064.478027
	Iteration 40F: 3 clusters Score -3498894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3498901.250000 Penalty: 5064.478027
	Iteration 41Q: 3 clusters Score -3498901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3498909.750000 Penalty: 5064.478027
	Iteration 42Q: 3 clusters Score -3498910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3498908.250000 Penalty: 5064.478027
	Iteration 43Q: 3 clusters Score -3498908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3498921.750000 Penalty: 5064.478027
	Iteration 44Q: 3 clusters Score -3498922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3498917.750000 Penalty: 5064.478027
	Iteration 45Q: 3 clusters Score -3498918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3498922.500000 Penalty: 5064.478027
	Iteration 46Q: 3 clusters Score -3498922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3498919.500000 Penalty: 5064.478027
	Iteration 47Q: 3 clusters Score -3498920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3498920.500000 Penalty: 5064.478027
	Iteration 48Q: 3 clusters Score -3498920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3498921.500000 Penalty: 5064.478027
	Iteration 49Q: 3 clusters Score -3498922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3498926.250000 Penalty: 5064.478027
	Iteration 50Q: 3 clusters Score -3498926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3498924.250000 Penalty: 5064.478027
	Iteration 51Q: 3 clusters Score -3498924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3498925.250000 Penalty: 5064.478027
	Iteration 52Q: 3 clusters Score -3498925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3498926.500000 Penalty: 5064.478027
	Iteration 53Q: 3 clusters Score -3498926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3498922.250000 Penalty: 5064.478027
	Iteration 54Q: 3 clusters Score -3498922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3498929.750000 Penalty: 5064.478027
	Iteration 55Q: 3 clusters Score -3498930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3498933.250000 Penalty: 5064.478027
	Iteration 56Q: 3 clusters Score -3498933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3498940.000000 Penalty: 5064.478027
	Iteration 57Q: 3 clusters Score -3498940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3498940.750000 Penalty: 5064.478027
	Iteration 58Q: 3 clusters Score -3498941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3498941.750000 Penalty: 5064.478027
	Iteration 59Q: 3 clusters Score -3498942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3498938.500000 Penalty: 5064.478027
	Iteration 60F: 3 clusters Score -3498938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3498941.750000 Penalty: 5064.478027
	Iteration 61Q: 3 clusters Score -3498942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3498950.000000 Penalty: 5064.478027
	Iteration 62Q: 3 clusters Score -3498950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3498954.250000 Penalty: 5064.478027
	Iteration 63Q: 3 clusters Score -3498954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3498956.000000 Penalty: 5064.478027
	Iteration 64Q: 3 clusters Score -3498956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3498958.250000 Penalty: 5064.478027
	Iteration 65Q: 3 clusters Score -3498958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3498957.500000 Penalty: 5064.478027
	Iteration 66Q: 3 clusters Score -3498958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3498959.250000 Penalty: 5064.478027
	Iteration 67Q: 3 clusters Score -3498959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3498966.000000 Penalty: 5064.478027
	Iteration 68Q: 3 clusters Score -3498966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3498970.750000 Penalty: 5064.478027
	Iteration 69Q: 3 clusters Score -3498971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3498971.500000 Penalty: 5064.478027
	Iteration 70Q: 3 clusters Score -3498972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3498976.500000 Penalty: 5064.478027
	Iteration 71Q: 3 clusters Score -3498976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3498970.500000 Penalty: 5064.478027
	Iteration 72Q: 3 clusters Score -3498970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3498973.750000 Penalty: 5064.478027
	Iteration 73Q: 3 clusters Score -3498974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3498972.000000 Penalty: 5064.478027
	Iteration 74Q: 3 clusters Score -3498972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3498973.000000 Penalty: 5064.478027
	Iteration 75Q: 3 clusters Score -3498973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3498973.000000 Penalty: 5064.478027
	Iteration 76Q: 3 clusters Score -3498973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3498974.250000 Penalty: 5064.478027
	Iteration 77Q: 3 clusters Score -3498974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3498965.750000 Penalty: 5064.478027
	Iteration 78Q: 3 clusters Score -3498966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3498972.250000 Penalty: 5064.478027
	Iteration 79Q: 3 clusters Score -3498972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3498978.750000 Penalty: 5064.478027
	Iteration 80F: 3 clusters Score -3498979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3498983.250000 Penalty: 5064.478027
	Iteration 81Q: 3 clusters Score -3498983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3498979.750000 Penalty: 5064.478027
	Iteration 82Q: 3 clusters Score -3498980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3498981.250000 Penalty: 5064.478027
	Iteration 83Q: 3 clusters Score -3498981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3498978.750000 Penalty: 5064.478027
	Iteration 84Q: 3 clusters Score -3498979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3498978.750000 Penalty: 5064.478027
	Iteration 85Q: 3 clusters Score -3498979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3498985.500000 Penalty: 5064.478027
	Iteration 86Q: 3 clusters Score -3498986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3498993.250000 Penalty: 5064.478027
	Iteration 87Q: 3 clusters Score -3498993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3498994.000000 Penalty: 5064.478027
	Iteration 88Q: 3 clusters Score -3498994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3498997.750000 Penalty: 5064.478027
	Iteration 89Q: 3 clusters Score -3498998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3498998.750000 Penalty: 5064.478027
	Iteration 90Q: 3 clusters Score -3498999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3498993.250000 Penalty: 5064.478027
	Iteration 91Q: 3 clusters Score -3498993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3498989.500000 Penalty: 5064.478027
	Iteration 92Q: 3 clusters Score -3498990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3498992.000000 Penalty: 5064.478027
	Iteration 93Q: 3 clusters Score -3498992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3499000.750000 Penalty: 5064.478027
	Iteration 94Q: 3 clusters Score -3499001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3499010.500000 Penalty: 5064.478027
	Iteration 95Q: 3 clusters Score -3499010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3499014.250000 Penalty: 5064.478027
	Iteration 96Q: 3 clusters Score -3499014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3499014.750000 Penalty: 5064.478027
	Iteration 97Q: 3 clusters Score -3499015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3499011.000000 Penalty: 5064.478027
	Iteration 98Q: 3 clusters Score -3499011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3499013.000000 Penalty: 5064.478027
	Iteration 99Q: 3 clusters Score -3499013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3499017.000000 Penalty: 5064.478027
	Iteration 100F: 3 clusters Score -3499017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3499017.750000 Penalty: 5064.478027
	Iteration 101Q: 3 clusters Score -3499018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3499014.500000 Penalty: 5064.478027
	Iteration 102Q: 3 clusters Score -3499014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3499020.500000 Penalty: 5064.478027
	Iteration 103Q: 3 clusters Score -3499020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3499021.500000 Penalty: 5064.478027
	Iteration 104Q: 3 clusters Score -3499022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3499025.750000 Penalty: 5064.478027
	Iteration 105Q: 3 clusters Score -3499026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3499024.750000 Penalty: 5064.478027
	Iteration 106Q: 3 clusters Score -3499025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3499027.250000 Penalty: 5064.478027
	Iteration 107Q: 3 clusters Score -3499027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3499024.750000 Penalty: 5064.478027
	Iteration 108Q: 3 clusters Score -3499025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3499025.000000 Penalty: 5064.478027
	Iteration 109Q: 3 clusters Score -3499025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3499024.000000 Penalty: 5064.478027
	Iteration 110Q: 3 clusters Score -3499024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3499020.250000 Penalty: 5064.478027
	Iteration 111Q: 3 clusters Score -3499020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3499026.500000 Penalty: 5064.478027
	Iteration 112Q: 3 clusters Score -3499026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3499032.250000 Penalty: 5064.478027
	Iteration 113Q: 3 clusters Score -3499032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3499029.250000 Penalty: 5064.478027
	Iteration 114Q: 3 clusters Score -3499029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3499029.750000 Penalty: 5064.478027
	Iteration 115Q: 3 clusters Score -3499030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3499029.500000 Penalty: 5064.478027
	Iteration 116Q: 3 clusters Score -3499030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3499036.250000 Penalty: 5064.478027
	Iteration 117Q: 3 clusters Score -3499036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3499037.000000 Penalty: 5064.478027
	Iteration 118Q: 3 clusters Score -3499037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3499034.750000 Penalty: 5064.478027
	Iteration 119Q: 3 clusters Score -3499035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3499041.000000 Penalty: 5064.478027
	Iteration 120F: 3 clusters Score -3499041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3499037.750000 Penalty: 5064.478027
	Iteration 121Q: 3 clusters Score -3499038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3499038.750000 Penalty: 5064.478027
	Iteration 122Q: 3 clusters Score -3499039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3499040.000000 Penalty: 5064.478027
	Iteration 123Q: 3 clusters Score -3499040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3499043.750000 Penalty: 5064.478027
	Iteration 124Q: 3 clusters Score -3499044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3499040.500000 Penalty: 5064.478027
	Iteration 125Q: 3 clusters Score -3499040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3499042.000000 Penalty: 5064.478027
	Iteration 126Q: 3 clusters Score -3499042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3499046.000000 Penalty: 5064.478027
	Iteration 127Q: 3 clusters Score -3499046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3499044.250000 Penalty: 5064.478027
	Iteration 128Q: 3 clusters Score -3499044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3499045.750000 Penalty: 5064.478027
	Iteration 129Q: 3 clusters Score -3499046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3499054.250000 Penalty: 5064.478027
	Iteration 130Q: 3 clusters Score -3499054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3499050.000000 Penalty: 5064.478027
	Iteration 131Q: 3 clusters Score -3499050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3499050.000000 Penalty: 5064.478027
	Iteration 132Q: 3 clusters Score -3499050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3499050.000000 Penalty: 5064.478027
	Iteration 133F: 3 clusters Score -3499050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Entering Unmasked Estep 
Score: -9830019.000000 Penalty: 2778.840088
	Iteration 0F: 2 clusters Score -9830019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -9780999.000000 Penalty: 5557.680176
	Iteration 0F: 3 clusters Score -9780999 nChanged 34178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -9800333.000000 Penalty: 5557.680176
	Iteration 1F: 3 clusters Score -9800333 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -9801213.000000 Penalty: 5557.680176
	Iteration 2Q: 3 clusters Score -9801213 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -9802281.000000 Penalty: 5557.680176
	Iteration 3Q: 3 clusters Score -9802281 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -9803960.000000 Penalty: 5557.680176
	Iteration 4Q: 3 clusters Score -9803960 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -9806844.000000 Penalty: 5557.680176
	Iteration 5F: 3 clusters Score -9806844 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -9811000.000000 Penalty: 5557.680176
	Iteration 6F: 3 clusters Score -9811000 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -9816148.000000 Penalty: 5557.680176
	Iteration 7F: 3 clusters Score -9816148 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -9820891.000000 Penalty: 5557.680176
	Iteration 8F: 3 clusters Score -9820891 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9824277.000000 Penalty: 5557.680176
	Iteration 9Q: 3 clusters Score -9824277 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9826079.000000 Penalty: 5557.680176
	Iteration 10Q: 3 clusters Score -9826079 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9826858.000000 Penalty: 5557.680176
	Iteration 11Q: 3 clusters Score -9826858 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9827162.000000 Penalty: 5557.680176
	Iteration 12Q: 3 clusters Score -9827162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9827326.000000 Penalty: 5557.680176
	Iteration 13Q: 3 clusters Score -9827326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9827396.000000 Penalty: 5557.680176
	Iteration 14Q: 3 clusters Score -9827396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9827448.000000 Penalty: 5557.680176
	Iteration 15Q: 3 clusters Score -9827448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9827476.000000 Penalty: 5557.680176
	Iteration 16Q: 3 clusters Score -9827476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9827493.000000 Penalty: 5557.680176
	Iteration 17Q: 3 clusters Score -9827493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9827512.000000 Penalty: 5557.680176
	Iteration 18Q: 3 clusters Score -9827512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9827519.000000 Penalty: 5557.680176
	Iteration 19Q: 3 clusters Score -9827519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9827526.000000 Penalty: 5557.680176
	Iteration 20F: 3 clusters Score -9827526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9827539.000000 Penalty: 5557.680176
	Iteration 21Q: 3 clusters Score -9827539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9827565.000000 Penalty: 5557.680176
	Iteration 22Q: 3 clusters Score -9827565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9827567.000000 Penalty: 5557.680176
	Iteration 23Q: 3 clusters Score -9827567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9827556.000000 Penalty: 5557.680176
	Iteration 24Q: 3 clusters Score -9827556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9827555.000000 Penalty: 5557.680176
	Iteration 25Q: 3 clusters Score -9827555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9827555.000000 Penalty: 5557.680176
	Iteration 26F: 3 clusters Score -9827555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Entering Unmasked Estep 
Score: -5762392.000000 Penalty: 2639.557129
	Iteration 0F: 2 clusters Score -5762392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5734034.000000 Penalty: 5279.114258
	Iteration 0F: 3 clusters Score -5734034 nChanged 19244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5745000.500000 Penalty: 5279.114258
	Iteration 1F: 3 clusters Score -5745000 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5745865.000000 Penalty: 5279.114258
	Iteration 2F: 3 clusters Score -5745865 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5746889.500000 Penalty: 5279.114258
	Iteration 3F: 3 clusters Score -5746890 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5748183.000000 Penalty: 5279.114258
	Iteration 4F: 3 clusters Score -5748183 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5749912.000000 Penalty: 5279.114258
	Iteration 5F: 3 clusters Score -5749912 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5751902.000000 Penalty: 5279.114258
	Iteration 6F: 3 clusters Score -5751902 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -5753872.500000 Penalty: 5279.114258
	Iteration 7F: 3 clusters Score -5753872 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5755386.500000 Penalty: 5279.114258
	Iteration 8F: 3 clusters Score -5755386 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -5756266.000000 Penalty: 5279.114258
	Iteration 9Q: 3 clusters Score -5756266 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5756802.500000 Penalty: 5279.114258
	Iteration 10Q: 3 clusters Score -5756802 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -5757164.500000 Penalty: 5279.114258
	Iteration 11Q: 3 clusters Score -5757164 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -5757478.500000 Penalty: 5279.114258
	Iteration 12Q: 3 clusters Score -5757478 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5757700.000000 Penalty: 5279.114258
	Iteration 13Q: 3 clusters Score -5757700 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -5757917.000000 Penalty: 5279.114258
	Iteration 14Q: 3 clusters Score -5757917 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5758127.500000 Penalty: 5279.114258
	Iteration 15Q: 3 clusters Score -5758128 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -5758326.500000 Penalty: 5279.114258
	Iteration 16Q: 3 clusters Score -5758326 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -5758459.000000 Penalty: 5279.114258
	Iteration 17Q: 3 clusters Score -5758459 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5758620.500000 Penalty: 5279.114258
	Iteration 18Q: 3 clusters Score -5758620 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5758813.000000 Penalty: 5279.114258
	Iteration 19Q: 3 clusters Score -5758813 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5759007.500000 Penalty: 5279.114258
	Iteration 20F: 3 clusters Score -5759008 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5759156.000000 Penalty: 5279.114258
	Iteration 21Q: 3 clusters Score -5759156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5759320.000000 Penalty: 5279.114258
	Iteration 22Q: 3 clusters Score -5759320 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5759487.500000 Penalty: 5279.114258
	Iteration 23Q: 3 clusters Score -5759488 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -5759646.000000 Penalty: 5279.114258
	Iteration 24Q: 3 clusters Score -5759646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5759734.000000 Penalty: 5279.114258
	Iteration 25Q: 3 clusters Score -5759734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -5759784.000000 Penalty: 5279.114258
	Iteration 26Q: 3 clusters Score -5759784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -5759803.000000 Penalty: 5279.114258
	Iteration 27Q: 3 clusters Score -5759803 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5759820.000000 Penalty: 5279.114258
	Iteration 28Q: 3 clusters Score -5759820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5759848.000000 Penalty: 5279.114258
	Iteration 29Q: 3 clusters Score -5759848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5759859.500000 Penalty: 5279.114258
	Iteration 30Q: 3 clusters Score -5759860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -5759883.500000 Penalty: 5279.114258
	Iteration 31Q: 3 clusters Score -5759884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5759890.500000 Penalty: 5279.114258
	Iteration 32Q: 3 clusters Score -5759890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -5759913.000000 Penalty: 5279.114258
	Iteration 33Q: 3 clusters Score -5759913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5759925.000000 Penalty: 5279.114258
	Iteration 34Q: 3 clusters Score -5759925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -5759920.500000 Penalty: 5279.114258
	Iteration 35Q: 3 clusters Score -5759920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5759922.000000 Penalty: 5279.114258
	Iteration 36Q: 3 clusters Score -5759922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -5759923.000000 Penalty: 5279.114258
	Iteration 37Q: 3 clusters Score -5759923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5759924.000000 Penalty: 5279.114258
	Iteration 38Q: 3 clusters Score -5759924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5759931.000000 Penalty: 5279.114258
	Iteration 39Q: 3 clusters Score -5759931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5759929.000000 Penalty: 5279.114258
	Iteration 40F: 3 clusters Score -5759929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5759939.000000 Penalty: 5279.114258
	Iteration 41Q: 3 clusters Score -5759939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5759943.500000 Penalty: 5279.114258
	Iteration 42Q: 3 clusters Score -5759944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5759945.000000 Penalty: 5279.114258
	Iteration 43Q: 3 clusters Score -5759945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5759946.500000 Penalty: 5279.114258
	Iteration 44Q: 3 clusters Score -5759946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5759939.500000 Penalty: 5279.114258
	Iteration 45Q: 3 clusters Score -5759940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -5759947.500000 Penalty: 5279.114258
	Iteration 46Q: 3 clusters Score -5759948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -5759948.500000 Penalty: 5279.114258
	Iteration 47Q: 3 clusters Score -5759948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5759944.000000 Penalty: 5279.114258
	Iteration 48Q: 3 clusters Score -5759944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5759945.500000 Penalty: 5279.114258
	Iteration 49Q: 3 clusters Score -5759946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5759942.500000 Penalty: 5279.114258
	Iteration 50Q: 3 clusters Score -5759942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5759938.000000 Penalty: 5279.114258
	Iteration 51Q: 3 clusters Score -5759938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5759941.500000 Penalty: 5279.114258
	Iteration 52Q: 3 clusters Score -5759942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5759941.500000 Penalty: 5279.114258
	Iteration 53Q: 3 clusters Score -5759942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -5759941.000000 Penalty: 5279.114258
	Iteration 54Q: 3 clusters Score -5759941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5759941.000000 Penalty: 5279.114258
	Iteration 55Q: 3 clusters Score -5759941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5759940.000000 Penalty: 5279.114258
	Iteration 56Q: 3 clusters Score -5759940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5759940.000000 Penalty: 5279.114258
	Iteration 57F: 3 clusters Score -5759940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -323447.250000 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -323447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -320594.500000 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -320594.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -321190.500000 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -321190.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -321368.250000 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -321368.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -321477.812500 Penalty: 3863.364014
	Iteration 3F: 3 clusters Score -321477.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -321565.187500 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -321565.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -321636.562500 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -321636.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -321693.531250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -321693.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -321738.593750 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -321738.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -321787.031250 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -321787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -321835.562500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -321835.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -321863.843750 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -321863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -321885.343750 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -321885.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -321904.375000 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -321904.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -321921.531250 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -321921.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -321933.406250 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -321933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -321942.312500 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -321942.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -321956.312500 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -321956.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -321968.687500 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -321968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -321990.687500 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -321990.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -322008.125000 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -322008.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -322024.062500 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -322024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -322037.281250 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -322037.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -322048.968750 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -322049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -322058.406250 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -322058.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -322072.531250 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -322072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -322077.718750 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -322077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -322080.875000 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -322080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -322081.937500 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -322081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -322083.156250 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -322083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -322085.218750 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -322085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -322086.937500 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -322086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -322088.937500 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -322088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -322091.093750 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -322091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -322091.187500 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -322091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -322091.187500 Penalty: 3863.364014
	Iteration 34F: 3 clusters Score -322091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Entering Unmasked Estep 
Score: -2601910.500000 Penalty: 2441.720459
	Iteration 0F: 2 clusters Score -2601910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2588676.000000 Penalty: 4883.440918
	Iteration 0F: 3 clusters Score -2588676 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2592939.750000 Penalty: 4883.440918
	Iteration 1F: 3 clusters Score -2592940 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2593291.750000 Penalty: 4883.440918
	Iteration 2F: 3 clusters Score -2593292 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2593634.750000 Penalty: 4883.440918
	Iteration 3Q: 3 clusters Score -2593635 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2593974.000000 Penalty: 4883.440918
	Iteration 4Q: 3 clusters Score -2593974 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2594304.750000 Penalty: 4883.440918
	Iteration 5Q: 3 clusters Score -2594305 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2594690.750000 Penalty: 4883.440918
	Iteration 6Q: 3 clusters Score -2594691 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2595130.000000 Penalty: 4883.440918
	Iteration 7Q: 3 clusters Score -2595130 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2595682.500000 Penalty: 4883.440918
	Iteration 8Q: 3 clusters Score -2595682 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2596301.250000 Penalty: 4883.440918
	Iteration 9F: 3 clusters Score -2596301 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2597053.500000 Penalty: 4883.440918
	Iteration 10F: 3 clusters Score -2597054 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2597826.000000 Penalty: 4883.440918
	Iteration 11F: 3 clusters Score -2597826 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2598601.000000 Penalty: 4883.440918
	Iteration 12Q: 3 clusters Score -2598601 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2599262.750000 Penalty: 4883.440918
	Iteration 13Q: 3 clusters Score -2599263 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2599687.750000 Penalty: 4883.440918
	Iteration 14Q: 3 clusters Score -2599688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2599955.250000 Penalty: 4883.440918
	Iteration 15Q: 3 clusters Score -2599955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2600159.500000 Penalty: 4883.440918
	Iteration 16Q: 3 clusters Score -2600160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2600321.500000 Penalty: 4883.440918
	Iteration 17Q: 3 clusters Score -2600322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2600428.250000 Penalty: 4883.440918
	Iteration 18Q: 3 clusters Score -2600428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2600515.500000 Penalty: 4883.440918
	Iteration 19Q: 3 clusters Score -2600516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2600599.500000 Penalty: 4883.440918
	Iteration 20F: 3 clusters Score -2600600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2600630.250000 Penalty: 4883.440918
	Iteration 21Q: 3 clusters Score -2600630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2600656.250000 Penalty: 4883.440918
	Iteration 22Q: 3 clusters Score -2600656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2600676.000000 Penalty: 4883.440918
	Iteration 23Q: 3 clusters Score -2600676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2600686.250000 Penalty: 4883.440918
	Iteration 24Q: 3 clusters Score -2600686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2600688.750000 Penalty: 4883.440918
	Iteration 25Q: 3 clusters Score -2600689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2600690.000000 Penalty: 4883.440918
	Iteration 26Q: 3 clusters Score -2600690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2600707.000000 Penalty: 4883.440918
	Iteration 27Q: 3 clusters Score -2600707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2600715.000000 Penalty: 4883.440918
	Iteration 28Q: 3 clusters Score -2600715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2600711.750000 Penalty: 4883.440918
	Iteration 29Q: 3 clusters Score -2600712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2600719.750000 Penalty: 4883.440918
	Iteration 30Q: 3 clusters Score -2600720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2600721.250000 Penalty: 4883.440918
	Iteration 31Q: 3 clusters Score -2600721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2600721.250000 Penalty: 4883.440918
	Iteration 32F: 3 clusters Score -2600721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -133629.375000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -133629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131677.312500 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -131677.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131988.687500 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -131988.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132103.859375 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -132103.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132186.734375 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -132186.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132354.031250 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -132354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132588.125000 Penalty: 3456.083008
	Iteration 5F: 3 clusters Score -132588.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132871.812500 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -132871.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133187.046875 Penalty: 3456.083008
	Iteration 7F: 3 clusters Score -133187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133452.421875 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -133452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133575.312500 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -133575.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133629.265625 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -133629.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133698.265625 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -133698.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133738.078125 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -133738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133754.812500 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -133754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133764.171875 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -133764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133766.500000 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -133766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133769.703125 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -133769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133771.171875 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -133771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133772.031250 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -133772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133772.031250 Penalty: 3456.083008
	Iteration 19F: 3 clusters Score -133772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233039 members 
Mstep: Class 5 contains 94549 members 
Mstep: Class 6 contains 110414 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26908 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73497 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 33594 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 148025 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 534 members 
Entering Unmasked Estep 
Score: -134142584.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134144120.000000 to -134142584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Entering Unmasked Estep 
Score: -4527830.000000 Penalty: 2584.681641
	Iteration 0F: 2 clusters Score -4527830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4504927.000000 Penalty: 5169.363281
	Iteration 0F: 3 clusters Score -4504927 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4513024.000000 Penalty: 5169.363281
	Iteration 1F: 3 clusters Score -4513024 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4513425.000000 Penalty: 5169.363281
	Iteration 2Q: 3 clusters Score -4513425 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4513752.000000 Penalty: 5169.363281
	Iteration 3Q: 3 clusters Score -4513752 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -4514060.500000 Penalty: 5169.363281
	Iteration 4Q: 3 clusters Score -4514060 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4514450.000000 Penalty: 5169.363281
	Iteration 5Q: 3 clusters Score -4514450 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4514900.000000 Penalty: 5169.363281
	Iteration 6Q: 3 clusters Score -4514900 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4515654.500000 Penalty: 5169.363281
	Iteration 7Q: 3 clusters Score -4515654 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4516826.500000 Penalty: 5169.363281
	Iteration 8F: 3 clusters Score -4516826 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4518637.500000 Penalty: 5169.363281
	Iteration 9F: 3 clusters Score -4518638 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4520949.500000 Penalty: 5169.363281
	Iteration 10F: 3 clusters Score -4520950 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4522935.000000 Penalty: 5169.363281
	Iteration 11F: 3 clusters Score -4522935 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4524192.500000 Penalty: 5169.363281
	Iteration 12Q: 3 clusters Score -4524192 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4524897.000000 Penalty: 5169.363281
	Iteration 13Q: 3 clusters Score -4524897 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4525300.000000 Penalty: 5169.363281
	Iteration 14Q: 3 clusters Score -4525300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4525521.500000 Penalty: 5169.363281
	Iteration 15Q: 3 clusters Score -4525522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4525597.500000 Penalty: 5169.363281
	Iteration 16Q: 3 clusters Score -4525598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4525655.000000 Penalty: 5169.363281
	Iteration 17Q: 3 clusters Score -4525655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4525699.500000 Penalty: 5169.363281
	Iteration 18Q: 3 clusters Score -4525700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4525730.500000 Penalty: 5169.363281
	Iteration 19Q: 3 clusters Score -4525730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4525771.500000 Penalty: 5169.363281
	Iteration 20F: 3 clusters Score -4525772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4525803.000000 Penalty: 5169.363281
	Iteration 21Q: 3 clusters Score -4525803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4525811.500000 Penalty: 5169.363281
	Iteration 22Q: 3 clusters Score -4525812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4525813.500000 Penalty: 5169.363281
	Iteration 23Q: 3 clusters Score -4525814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4525813.500000 Penalty: 5169.363281
	Iteration 24Q: 3 clusters Score -4525814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4525813.500000 Penalty: 5169.363281
	Iteration 25F: 3 clusters Score -4525814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -2857408.750000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -2857409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2842800.750000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -2842801 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2847830.750000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -2847831 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2848328.500000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -2848328 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2848781.250000 Penalty: 4929.791992
	Iteration 3Q: 3 clusters Score -2848781 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2849245.250000 Penalty: 4929.791992
	Iteration 4Q: 3 clusters Score -2849245 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2849693.750000 Penalty: 4929.791992
	Iteration 5Q: 3 clusters Score -2849694 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2850092.500000 Penalty: 4929.791992
	Iteration 6Q: 3 clusters Score -2850092 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2850432.500000 Penalty: 4929.791992
	Iteration 7Q: 3 clusters Score -2850432 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2850748.000000 Penalty: 4929.791992
	Iteration 8Q: 3 clusters Score -2850748 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2851043.750000 Penalty: 4929.791992
	Iteration 9Q: 3 clusters Score -2851044 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2851311.250000 Penalty: 4929.791992
	Iteration 10Q: 3 clusters Score -2851311 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2851528.500000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -2851528 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2851732.750000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -2851733 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2851903.500000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -2851904 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2852103.250000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -2852103 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2852234.750000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -2852235 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2852350.500000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -2852350 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2852437.750000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -2852438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2852490.000000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -2852490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2852525.750000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -2852526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2852589.250000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -2852589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2852622.000000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -2852622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2852653.500000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -2852654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2852687.750000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -2852688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2852724.750000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -2852725 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2852754.250000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -2852754 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2852780.250000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -2852780 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2852815.000000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -2852815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2852847.750000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -2852848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2852868.500000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -2852868 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2852900.250000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -2852900 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2852917.250000 Penalty: 4929.791992
	Iteration 31Q: 3 clusters Score -2852917 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2852929.750000 Penalty: 4929.791992
	Iteration 32Q: 3 clusters Score -2852930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2852952.500000 Penalty: 4929.791992
	Iteration 33Q: 3 clusters Score -2852952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2852986.000000 Penalty: 4929.791992
	Iteration 34Q: 3 clusters Score -2852986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2853002.750000 Penalty: 4929.791992
	Iteration 35Q: 3 clusters Score -2853003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2853043.000000 Penalty: 4929.791992
	Iteration 36Q: 3 clusters Score -2853043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2853059.250000 Penalty: 4929.791992
	Iteration 37Q: 3 clusters Score -2853059 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2853089.250000 Penalty: 4929.791992
	Iteration 38Q: 3 clusters Score -2853089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2853117.750000 Penalty: 4929.791992
	Iteration 39Q: 3 clusters Score -2853118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2853152.750000 Penalty: 4929.791992
	Iteration 40F: 3 clusters Score -2853153 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2853195.500000 Penalty: 4929.791992
	Iteration 41Q: 3 clusters Score -2853196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2853236.750000 Penalty: 4929.791992
	Iteration 42Q: 3 clusters Score -2853237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2853277.750000 Penalty: 4929.791992
	Iteration 43Q: 3 clusters Score -2853278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2853319.250000 Penalty: 4929.791992
	Iteration 44Q: 3 clusters Score -2853319 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2853368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2853398.250000 Penalty: 4929.791992
	Iteration 46Q: 3 clusters Score -2853398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2853447.750000 Penalty: 4929.791992
	Iteration 47Q: 3 clusters Score -2853448 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2853487.750000 Penalty: 4929.791992
	Iteration 48Q: 3 clusters Score -2853488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2853528.750000 Penalty: 4929.791992
	Iteration 49Q: 3 clusters Score -2853529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2853582.250000 Penalty: 4929.791992
	Iteration 50Q: 3 clusters Score -2853582 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2853614.250000 Penalty: 4929.791992
	Iteration 51Q: 3 clusters Score -2853614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2853684.750000 Penalty: 4929.791992
	Iteration 52Q: 3 clusters Score -2853685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2853732.750000 Penalty: 4929.791992
	Iteration 53Q: 3 clusters Score -2853733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2853774.750000 Penalty: 4929.791992
	Iteration 54Q: 3 clusters Score -2853775 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2853821.500000 Penalty: 4929.791992
	Iteration 55Q: 3 clusters Score -2853822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2853869.750000 Penalty: 4929.791992
	Iteration 56Q: 3 clusters Score -2853870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2853922.250000 Penalty: 4929.791992
	Iteration 57Q: 3 clusters Score -2853922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2853978.750000 Penalty: 4929.791992
	Iteration 58Q: 3 clusters Score -2853979 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2854035.000000 Penalty: 4929.791992
	Iteration 59Q: 3 clusters Score -2854035 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2854080.250000 Penalty: 4929.791992
	Iteration 60F: 3 clusters Score -2854080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2854120.500000 Penalty: 4929.791992
	Iteration 61Q: 3 clusters Score -2854120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2854166.750000 Penalty: 4929.791992
	Iteration 62Q: 3 clusters Score -2854167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2854211.250000 Penalty: 4929.791992
	Iteration 63Q: 3 clusters Score -2854211 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2854280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2854344.750000 Penalty: 4929.791992
	Iteration 65Q: 3 clusters Score -2854345 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2854396.250000 Penalty: 4929.791992
	Iteration 66Q: 3 clusters Score -2854396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2854447.000000 Penalty: 4929.791992
	Iteration 67Q: 3 clusters Score -2854447 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2854489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2854542.500000 Penalty: 4929.791992
	Iteration 69Q: 3 clusters Score -2854542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2854603.000000 Penalty: 4929.791992
	Iteration 70Q: 3 clusters Score -2854603 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2854653.250000 Penalty: 4929.791992
	Iteration 71Q: 3 clusters Score -2854653 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2854699.250000 Penalty: 4929.791992
	Iteration 72Q: 3 clusters Score -2854699 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2854750.500000 Penalty: 4929.791992
	Iteration 73Q: 3 clusters Score -2854750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2854808.250000 Penalty: 4929.791992
	Iteration 74Q: 3 clusters Score -2854808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2854848.500000 Penalty: 4929.791992
	Iteration 75Q: 3 clusters Score -2854848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2854900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2854930.750000 Penalty: 4929.791992
	Iteration 77Q: 3 clusters Score -2854931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2854967.250000 Penalty: 4929.791992
	Iteration 78Q: 3 clusters Score -2854967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2854991.500000 Penalty: 4929.791992
	Iteration 79Q: 3 clusters Score -2854992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2855026.750000 Penalty: 4929.791992
	Iteration 80F: 3 clusters Score -2855027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2855046.750000 Penalty: 4929.791992
	Iteration 81Q: 3 clusters Score -2855047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2855068.500000 Penalty: 4929.791992
	Iteration 82Q: 3 clusters Score -2855068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2855085.750000 Penalty: 4929.791992
	Iteration 83Q: 3 clusters Score -2855086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2855099.500000 Penalty: 4929.791992
	Iteration 84Q: 3 clusters Score -2855100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2855120.750000 Penalty: 4929.791992
	Iteration 85Q: 3 clusters Score -2855121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2855135.500000 Penalty: 4929.791992
	Iteration 86Q: 3 clusters Score -2855136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2855142.250000 Penalty: 4929.791992
	Iteration 87Q: 3 clusters Score -2855142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2855147.000000 Penalty: 4929.791992
	Iteration 88Q: 3 clusters Score -2855147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2855163.250000 Penalty: 4929.791992
	Iteration 89Q: 3 clusters Score -2855163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2855170.250000 Penalty: 4929.791992
	Iteration 90Q: 3 clusters Score -2855170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2855177.000000 Penalty: 4929.791992
	Iteration 91Q: 3 clusters Score -2855177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2855186.500000 Penalty: 4929.791992
	Iteration 92Q: 3 clusters Score -2855186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2855207.750000 Penalty: 4929.791992
	Iteration 93Q: 3 clusters Score -2855208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2855218.500000 Penalty: 4929.791992
	Iteration 94Q: 3 clusters Score -2855218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2855226.500000 Penalty: 4929.791992
	Iteration 95Q: 3 clusters Score -2855226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2855234.000000 Penalty: 4929.791992
	Iteration 96Q: 3 clusters Score -2855234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2855236.000000 Penalty: 4929.791992
	Iteration 97Q: 3 clusters Score -2855236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2855243.500000 Penalty: 4929.791992
	Iteration 98Q: 3 clusters Score -2855244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2855247.000000 Penalty: 4929.791992
	Iteration 99Q: 3 clusters Score -2855247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2855253.250000 Penalty: 4929.791992
	Iteration 100F: 3 clusters Score -2855253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2855252.000000 Penalty: 4929.791992
	Iteration 101Q: 3 clusters Score -2855252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2855257.250000 Penalty: 4929.791992
	Iteration 102Q: 3 clusters Score -2855257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2855254.000000 Penalty: 4929.791992
	Iteration 103Q: 3 clusters Score -2855254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2855261.250000 Penalty: 4929.791992
	Iteration 104Q: 3 clusters Score -2855261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2855262.000000 Penalty: 4929.791992
	Iteration 105Q: 3 clusters Score -2855262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2855270.500000 Penalty: 4929.791992
	Iteration 106Q: 3 clusters Score -2855270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2855273.250000 Penalty: 4929.791992
	Iteration 107Q: 3 clusters Score -2855273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2855273.750000 Penalty: 4929.791992
	Iteration 108Q: 3 clusters Score -2855274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2855280.250000 Penalty: 4929.791992
	Iteration 109Q: 3 clusters Score -2855280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2855278.000000 Penalty: 4929.791992
	Iteration 110Q: 3 clusters Score -2855278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2855280.500000 Penalty: 4929.791992
	Iteration 111Q: 3 clusters Score -2855280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2855281.750000 Penalty: 4929.791992
	Iteration 112Q: 3 clusters Score -2855282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2855283.500000 Penalty: 4929.791992
	Iteration 113Q: 3 clusters Score -2855284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2855285.500000 Penalty: 4929.791992
	Iteration 114Q: 3 clusters Score -2855286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2855283.000000 Penalty: 4929.791992
	Iteration 115Q: 3 clusters Score -2855283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2855281.500000 Penalty: 4929.791992
	Iteration 116Q: 3 clusters Score -2855282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2855284.750000 Penalty: 4929.791992
	Iteration 117Q: 3 clusters Score -2855285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2855292.500000 Penalty: 4929.791992
	Iteration 118Q: 3 clusters Score -2855292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2855295.250000 Penalty: 4929.791992
	Iteration 119Q: 3 clusters Score -2855295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2855295.750000 Penalty: 4929.791992
	Iteration 120F: 3 clusters Score -2855296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2855294.250000 Penalty: 4929.791992
	Iteration 121Q: 3 clusters Score -2855294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2855295.500000 Penalty: 4929.791992
	Iteration 122Q: 3 clusters Score -2855296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2855295.500000 Penalty: 4929.791992
	Iteration 123F: 3 clusters Score -2855296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -764698.062500 Penalty: 2148.215332
	Iteration 0F: 2 clusters Score -764698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -759734.750000 Penalty: 4296.430664
	Iteration 0F: 3 clusters Score -759734.8 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -761121.500000 Penalty: 4296.430664
	Iteration 1F: 3 clusters Score -761121.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -761556.000000 Penalty: 4296.430664
	Iteration 2F: 3 clusters Score -761556 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -762052.750000 Penalty: 4296.430664
	Iteration 3F: 3 clusters Score -762052.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -762522.875000 Penalty: 4296.430664
	Iteration 4F: 3 clusters Score -762522.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -762885.875000 Penalty: 4296.430664
	Iteration 5F: 3 clusters Score -762885.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -763128.687500 Penalty: 4296.430664
	Iteration 6F: 3 clusters Score -763128.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -763299.625000 Penalty: 4296.430664
	Iteration 7Q: 3 clusters Score -763299.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -763391.125000 Penalty: 4296.430664
	Iteration 8Q: 3 clusters Score -763391.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -763431.687500 Penalty: 4296.430664
	Iteration 9Q: 3 clusters Score -763431.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -763459.875000 Penalty: 4296.430664
	Iteration 10Q: 3 clusters Score -763459.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -763488.000000 Penalty: 4296.430664
	Iteration 11Q: 3 clusters Score -763488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -763508.750000 Penalty: 4296.430664
	Iteration 12Q: 3 clusters Score -763508.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -763526.312500 Penalty: 4296.430664
	Iteration 13Q: 3 clusters Score -763526.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -763539.125000 Penalty: 4296.430664
	Iteration 14Q: 3 clusters Score -763539.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -763545.562500 Penalty: 4296.430664
	Iteration 15Q: 3 clusters Score -763545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -763548.937500 Penalty: 4296.430664
	Iteration 16Q: 3 clusters Score -763548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -763551.875000 Penalty: 4296.430664
	Iteration 17Q: 3 clusters Score -763551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -763554.375000 Penalty: 4296.430664
	Iteration 18Q: 3 clusters Score -763554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -763554.250000 Penalty: 4296.430664
	Iteration 19Q: 3 clusters Score -763554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -763554.250000 Penalty: 4296.430664
	Iteration 20F: 3 clusters Score -763554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -361897.781250 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -361897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -358800.750000 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -358800.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -359647.375000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -359647.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359981.281250 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -359981.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -360198.781250 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -360198.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -360360.250000 Penalty: 3928.541504
	Iteration 4F: 3 clusters Score -360360.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -360496.437500 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -360496.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -360601.000000 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -360601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -360669.343750 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -360669.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -360709.312500 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -360709.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -360743.812500 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -360743.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -360767.968750 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -360768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -360782.718750 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -360782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -360791.343750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -360791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -360802.812500 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -360802.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -360809.500000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -360809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -360815.750000 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -360815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -360824.031250 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -360824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360831.062500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -360831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -360835.937500 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -360835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -360840.968750 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -360841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -360842.968750 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -360843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -360845.437500 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -360845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -360845.937500 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -360845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -360846.937500 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -360846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -360847.812500 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -360847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -360849.031250 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -360849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -360849.968750 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -360850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -360851.656250 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -360851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -360851.656250 Penalty: 3928.541504
	Iteration 28F: 3 clusters Score -360851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -163350.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -163350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161265.484375 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -161265.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161761.875000 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -161761.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162123.375000 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -162123.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162584.796875 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -162584.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -163145.671875 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -163145.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163458.906250 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -163458.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163636.750000 Penalty: 3566.575439
	Iteration 6F: 3 clusters Score -163636.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -163769.515625 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -163769.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -163884.859375 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -163884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163991.703125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -163991.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164051.093750 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -164051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -164063.359375 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -164063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -164066.859375 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -164066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -164067.750000 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -164067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164069.015625 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -164069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164069.015625 Penalty: 3566.575439
	Iteration 15F: 3 clusters Score -164069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233039 members 
Mstep: Class 5 contains 94549 members 
Mstep: Class 6 contains 110414 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26908 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73497 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33594 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 148025 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 781 members 
Entering Unmasked Estep 
Score: -134143128.000000 Penalty: 99435.203125
Splitting cluster 20 changes total score from -134144120.000000 to -134143128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -370016.343750 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -370016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366834.218750 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -366834.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -367544.750000 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -367544.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367792.875000 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -367792.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -368040.593750 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -368040.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -368267.531250 Penalty: 3956.391357
	Iteration 4F: 3 clusters Score -368267.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -368489.406250 Penalty: 3956.391357
	Iteration 5F: 3 clusters Score -368489.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368704.062500 Penalty: 3956.391357
	Iteration 6F: 3 clusters Score -368704.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -368858.500000 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -368858.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368972.750000 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -368972.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369044.093750 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -369044.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -369108.500000 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -369108.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -369177.562500 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -369177.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -369230.093750 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -369230.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -369273.031250 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -369273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -369289.031250 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -369289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -369294.468750 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -369294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -369302.343750 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -369302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -369307.656250 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -369307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -369309.812500 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -369309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -369309.812500 Penalty: 3956.391357
	Iteration 19F: 3 clusters Score -369309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1815245.125000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -1815245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1804766.250000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -1804766 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1807952.250000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -1807952 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1808390.750000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -1808391 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1808802.750000 Penalty: 4747.293457
	Iteration 3F: 3 clusters Score -1808803 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1809306.625000 Penalty: 4747.293457
	Iteration 4F: 3 clusters Score -1809307 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1809927.125000 Penalty: 4747.293457
	Iteration 5F: 3 clusters Score -1809927 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1810692.875000 Penalty: 4747.293457
	Iteration 6F: 3 clusters Score -1810693 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1811502.750000 Penalty: 4747.293457
	Iteration 7F: 3 clusters Score -1811503 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1812210.750000 Penalty: 4747.293457
	Iteration 8F: 3 clusters Score -1812211 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1812755.500000 Penalty: 4747.293457
	Iteration 9F: 3 clusters Score -1812756 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1813121.500000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -1813122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1813333.375000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -1813333 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1813465.750000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -1813466 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1813557.500000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -1813558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1813617.625000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -1813618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1813649.875000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -1813650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1813686.625000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -1813687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1813727.875000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -1813728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1813743.250000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -1813743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1813755.125000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -1813755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1813766.625000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -1813767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1813785.000000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -1813785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1813790.500000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -1813790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1813801.250000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -1813801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1813809.000000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -1813809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1813813.125000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -1813813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1813820.250000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -1813820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1813820.125000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -1813820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1813814.375000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -1813814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1813814.500000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -1813814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1813820.750000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -1813821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1813820.875000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -1813821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1813830.500000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -1813830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1813829.250000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -1813829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1813833.625000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -1813834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1813833.875000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -1813834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1813835.000000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -1813835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1813837.000000 Penalty: 4747.293457
	Iteration 37Q: 3 clusters Score -1813837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1813836.875000 Penalty: 4747.293457
	Iteration 38Q: 3 clusters Score -1813837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1813839.000000 Penalty: 4747.293457
	Iteration 39Q: 3 clusters Score -1813839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1813838.375000 Penalty: 4747.293457
	Iteration 40F: 3 clusters Score -1813838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1813836.625000 Penalty: 4747.293457
	Iteration 41Q: 3 clusters Score -1813837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1813842.625000 Penalty: 4747.293457
	Iteration 42Q: 3 clusters Score -1813843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1813845.125000 Penalty: 4747.293457
	Iteration 43Q: 3 clusters Score -1813845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1813842.000000 Penalty: 4747.293457
	Iteration 44Q: 3 clusters Score -1813842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1813841.000000 Penalty: 4747.293457
	Iteration 45Q: 3 clusters Score -1813841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1813839.375000 Penalty: 4747.293457
	Iteration 46Q: 3 clusters Score -1813839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1813842.875000 Penalty: 4747.293457
	Iteration 47Q: 3 clusters Score -1813843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1813845.000000 Penalty: 4747.293457
	Iteration 48Q: 3 clusters Score -1813845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1813844.000000 Penalty: 4747.293457
	Iteration 49Q: 3 clusters Score -1813844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1813847.000000 Penalty: 4747.293457
	Iteration 50Q: 3 clusters Score -1813847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1813847.000000 Penalty: 4747.293457
	Iteration 51F: 3 clusters Score -1813847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Entering Unmasked Estep 
Score: -3950707.250000 Penalty: 2564.263672
	Iteration 0F: 2 clusters Score -3950707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3929553.750000 Penalty: 5128.527344
	Iteration 0F: 3 clusters Score -3929554 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3937292.750000 Penalty: 5128.527344
	Iteration 1F: 3 clusters Score -3937293 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3937868.250000 Penalty: 5128.527344
	Iteration 2F: 3 clusters Score -3937868 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3938365.000000 Penalty: 5128.527344
	Iteration 3Q: 3 clusters Score -3938365 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3938869.000000 Penalty: 5128.527344
	Iteration 4Q: 3 clusters Score -3938869 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3939418.500000 Penalty: 5128.527344
	Iteration 5Q: 3 clusters Score -3939418 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3939995.000000 Penalty: 5128.527344
	Iteration 6Q: 3 clusters Score -3939995 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3940631.500000 Penalty: 5128.527344
	Iteration 7Q: 3 clusters Score -3940632 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3941331.500000 Penalty: 5128.527344
	Iteration 8Q: 3 clusters Score -3941332 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3941982.000000 Penalty: 5128.527344
	Iteration 9Q: 3 clusters Score -3941982 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3942703.500000 Penalty: 5128.527344
	Iteration 10Q: 3 clusters Score -3942704 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3943415.000000 Penalty: 5128.527344
	Iteration 11Q: 3 clusters Score -3943415 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3944013.750000 Penalty: 5128.527344
	Iteration 12Q: 3 clusters Score -3944014 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3944468.750000 Penalty: 5128.527344
	Iteration 13Q: 3 clusters Score -3944469 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3944786.000000 Penalty: 5128.527344
	Iteration 14Q: 3 clusters Score -3944786 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3945010.000000 Penalty: 5128.527344
	Iteration 15Q: 3 clusters Score -3945010 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3945114.250000 Penalty: 5128.527344
	Iteration 16Q: 3 clusters Score -3945114 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3945201.500000 Penalty: 5128.527344
	Iteration 17Q: 3 clusters Score -3945202 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3945274.500000 Penalty: 5128.527344
	Iteration 18Q: 3 clusters Score -3945274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3945339.000000 Penalty: 5128.527344
	Iteration 19Q: 3 clusters Score -3945339 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3945382.250000 Penalty: 5128.527344
	Iteration 20F: 3 clusters Score -3945382 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3945445.000000 Penalty: 5128.527344
	Iteration 21Q: 3 clusters Score -3945445 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3945481.750000 Penalty: 5128.527344
	Iteration 22Q: 3 clusters Score -3945482 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3945515.750000 Penalty: 5128.527344
	Iteration 23Q: 3 clusters Score -3945516 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3945550.500000 Penalty: 5128.527344
	Iteration 24Q: 3 clusters Score -3945550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3945587.250000 Penalty: 5128.527344
	Iteration 25Q: 3 clusters Score -3945587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3945632.000000 Penalty: 5128.527344
	Iteration 26Q: 3 clusters Score -3945632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3945653.500000 Penalty: 5128.527344
	Iteration 27Q: 3 clusters Score -3945654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3945674.000000 Penalty: 5128.527344
	Iteration 28Q: 3 clusters Score -3945674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3945694.250000 Penalty: 5128.527344
	Iteration 29Q: 3 clusters Score -3945694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3945734.250000 Penalty: 5128.527344
	Iteration 30Q: 3 clusters Score -3945734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3945745.250000 Penalty: 5128.527344
	Iteration 31Q: 3 clusters Score -3945745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3945792.500000 Penalty: 5128.527344
	Iteration 32Q: 3 clusters Score -3945792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3945832.250000 Penalty: 5128.527344
	Iteration 33Q: 3 clusters Score -3945832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3945860.250000 Penalty: 5128.527344
	Iteration 34Q: 3 clusters Score -3945860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3945875.250000 Penalty: 5128.527344
	Iteration 35Q: 3 clusters Score -3945875 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3945902.250000 Penalty: 5128.527344
	Iteration 36Q: 3 clusters Score -3945902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3945914.750000 Penalty: 5128.527344
	Iteration 37Q: 3 clusters Score -3945915 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3945929.500000 Penalty: 5128.527344
	Iteration 38Q: 3 clusters Score -3945930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3945972.750000 Penalty: 5128.527344
	Iteration 39Q: 3 clusters Score -3945973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3945979.250000 Penalty: 5128.527344
	Iteration 40F: 3 clusters Score -3945979 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3945997.250000 Penalty: 5128.527344
	Iteration 41Q: 3 clusters Score -3945997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3946019.000000 Penalty: 5128.527344
	Iteration 42Q: 3 clusters Score -3946019 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3946044.000000 Penalty: 5128.527344
	Iteration 43Q: 3 clusters Score -3946044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3946082.000000 Penalty: 5128.527344
	Iteration 44Q: 3 clusters Score -3946082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3946080.750000 Penalty: 5128.527344
	Iteration 45Q: 3 clusters Score -3946081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3946110.500000 Penalty: 5128.527344
	Iteration 46Q: 3 clusters Score -3946110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3946119.500000 Penalty: 5128.527344
	Iteration 47Q: 3 clusters Score -3946120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3946147.000000 Penalty: 5128.527344
	Iteration 48Q: 3 clusters Score -3946147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3946168.750000 Penalty: 5128.527344
	Iteration 49Q: 3 clusters Score -3946169 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3946195.250000 Penalty: 5128.527344
	Iteration 50Q: 3 clusters Score -3946195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3946214.500000 Penalty: 5128.527344
	Iteration 51Q: 3 clusters Score -3946214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3946222.750000 Penalty: 5128.527344
	Iteration 52Q: 3 clusters Score -3946223 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3946247.500000 Penalty: 5128.527344
	Iteration 53Q: 3 clusters Score -3946248 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3946262.000000 Penalty: 5128.527344
	Iteration 54Q: 3 clusters Score -3946262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3946282.500000 Penalty: 5128.527344
	Iteration 55Q: 3 clusters Score -3946282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3946313.750000 Penalty: 5128.527344
	Iteration 56Q: 3 clusters Score -3946314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3946343.250000 Penalty: 5128.527344
	Iteration 57Q: 3 clusters Score -3946343 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3946377.250000 Penalty: 5128.527344
	Iteration 58Q: 3 clusters Score -3946377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3946402.250000 Penalty: 5128.527344
	Iteration 59Q: 3 clusters Score -3946402 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3946423.250000 Penalty: 5128.527344
	Iteration 60F: 3 clusters Score -3946423 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3946457.000000 Penalty: 5128.527344
	Iteration 61Q: 3 clusters Score -3946457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3946473.750000 Penalty: 5128.527344
	Iteration 62Q: 3 clusters Score -3946474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3946483.750000 Penalty: 5128.527344
	Iteration 63Q: 3 clusters Score -3946484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3946506.250000 Penalty: 5128.527344
	Iteration 64Q: 3 clusters Score -3946506 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3946540.000000 Penalty: 5128.527344
	Iteration 65Q: 3 clusters Score -3946540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3946583.000000 Penalty: 5128.527344
	Iteration 66Q: 3 clusters Score -3946583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3946605.500000 Penalty: 5128.527344
	Iteration 67Q: 3 clusters Score -3946606 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3946636.750000 Penalty: 5128.527344
	Iteration 68Q: 3 clusters Score -3946637 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3946683.250000 Penalty: 5128.527344
	Iteration 69Q: 3 clusters Score -3946683 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3946717.750000 Penalty: 5128.527344
	Iteration 70Q: 3 clusters Score -3946718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3946770.750000 Penalty: 5128.527344
	Iteration 71Q: 3 clusters Score -3946771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3946829.000000 Penalty: 5128.527344
	Iteration 72Q: 3 clusters Score -3946829 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3946902.000000 Penalty: 5128.527344
	Iteration 73Q: 3 clusters Score -3946902 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3946979.000000 Penalty: 5128.527344
	Iteration 74Q: 3 clusters Score -3946979 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3947073.000000 Penalty: 5128.527344
	Iteration 75Q: 3 clusters Score -3947073 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3947175.250000 Penalty: 5128.527344
	Iteration 76Q: 3 clusters Score -3947175 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3947278.500000 Penalty: 5128.527344
	Iteration 77Q: 3 clusters Score -3947278 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3947374.750000 Penalty: 5128.527344
	Iteration 78Q: 3 clusters Score -3947375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3947503.250000 Penalty: 5128.527344
	Iteration 79Q: 3 clusters Score -3947503 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3947610.500000 Penalty: 5128.527344
	Iteration 80F: 3 clusters Score -3947610 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3947704.250000 Penalty: 5128.527344
	Iteration 81Q: 3 clusters Score -3947704 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3947792.500000 Penalty: 5128.527344
	Iteration 82Q: 3 clusters Score -3947792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3947868.000000 Penalty: 5128.527344
	Iteration 83Q: 3 clusters Score -3947868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3947937.250000 Penalty: 5128.527344
	Iteration 84Q: 3 clusters Score -3947937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3947995.250000 Penalty: 5128.527344
	Iteration 85Q: 3 clusters Score -3947995 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3948059.750000 Penalty: 5128.527344
	Iteration 86Q: 3 clusters Score -3948060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3948131.500000 Penalty: 5128.527344
	Iteration 87Q: 3 clusters Score -3948132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3948188.000000 Penalty: 5128.527344
	Iteration 88Q: 3 clusters Score -3948188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3948227.750000 Penalty: 5128.527344
	Iteration 89Q: 3 clusters Score -3948228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3948265.500000 Penalty: 5128.527344
	Iteration 90Q: 3 clusters Score -3948266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3948296.500000 Penalty: 5128.527344
	Iteration 91Q: 3 clusters Score -3948296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3948337.750000 Penalty: 5128.527344
	Iteration 92Q: 3 clusters Score -3948338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3948379.750000 Penalty: 5128.527344
	Iteration 93Q: 3 clusters Score -3948380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3948414.750000 Penalty: 5128.527344
	Iteration 94Q: 3 clusters Score -3948415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3948460.750000 Penalty: 5128.527344
	Iteration 95Q: 3 clusters Score -3948461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3948492.250000 Penalty: 5128.527344
	Iteration 96Q: 3 clusters Score -3948492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3948522.750000 Penalty: 5128.527344
	Iteration 97Q: 3 clusters Score -3948523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3948552.500000 Penalty: 5128.527344
	Iteration 98Q: 3 clusters Score -3948552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3948592.000000 Penalty: 5128.527344
	Iteration 99Q: 3 clusters Score -3948592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3948627.500000 Penalty: 5128.527344
	Iteration 100F: 3 clusters Score -3948628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3948653.250000 Penalty: 5128.527344
	Iteration 101Q: 3 clusters Score -3948653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3948671.250000 Penalty: 5128.527344
	Iteration 102Q: 3 clusters Score -3948671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3948691.250000 Penalty: 5128.527344
	Iteration 103Q: 3 clusters Score -3948691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3948712.750000 Penalty: 5128.527344
	Iteration 104Q: 3 clusters Score -3948713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3948731.250000 Penalty: 5128.527344
	Iteration 105Q: 3 clusters Score -3948731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3948741.000000 Penalty: 5128.527344
	Iteration 106Q: 3 clusters Score -3948741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3948754.750000 Penalty: 5128.527344
	Iteration 107Q: 3 clusters Score -3948755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3948769.250000 Penalty: 5128.527344
	Iteration 108Q: 3 clusters Score -3948769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3948777.750000 Penalty: 5128.527344
	Iteration 109Q: 3 clusters Score -3948778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3948776.250000 Penalty: 5128.527344
	Iteration 110Q: 3 clusters Score -3948776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3948786.000000 Penalty: 5128.527344
	Iteration 111Q: 3 clusters Score -3948786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3948787.500000 Penalty: 5128.527344
	Iteration 112Q: 3 clusters Score -3948788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3948783.750000 Penalty: 5128.527344
	Iteration 113Q: 3 clusters Score -3948784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3948787.500000 Penalty: 5128.527344
	Iteration 114Q: 3 clusters Score -3948788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3948787.750000 Penalty: 5128.527344
	Iteration 115Q: 3 clusters Score -3948788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3948787.750000 Penalty: 5128.527344
	Iteration 116F: 3 clusters Score -3948788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (148025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Entering Unmasked Estep 
Score: -20136678.000000 Penalty: 2952.473633
	Iteration 0F: 2 clusters Score -2.013668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -20041234.000000 Penalty: 5904.947266
	Iteration 0F: 3 clusters Score -2.004123e+07 nChanged 71077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -20082210.000000 Penalty: 5904.947266
	Iteration 1F: 3 clusters Score -2.008221e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -20083010.000000 Penalty: 5904.947266
	Iteration 2Q: 3 clusters Score -2.008301e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -20084144.000000 Penalty: 5904.947266
	Iteration 3Q: 3 clusters Score -2.008414e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -20085406.000000 Penalty: 5904.947266
	Iteration 4Q: 3 clusters Score -2.008541e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -20087504.000000 Penalty: 5904.947266
	Iteration 5Q: 3 clusters Score -2.00875e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -20090374.000000 Penalty: 5904.947266
	Iteration 6Q: 3 clusters Score -2.009037e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -20094592.000000 Penalty: 5904.947266
	Iteration 7Q: 3 clusters Score -2.009459e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -20100818.000000 Penalty: 5904.947266
	Iteration 8F: 3 clusters Score -2.010082e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 111329 members 
Entering Unmasked Estep 
Score: -20108648.000000 Penalty: 5904.947266
	Iteration 9F: 3 clusters Score -2.010865e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -20117528.000000 Penalty: 5904.947266
	Iteration 10F: 3 clusters Score -2.011753e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -20125096.000000 Penalty: 5904.947266
	Iteration 11F: 3 clusters Score -2.01251e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -20129672.000000 Penalty: 5904.947266
	Iteration 12Q: 3 clusters Score -2.012967e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -20131800.000000 Penalty: 5904.947266
	Iteration 13Q: 3 clusters Score -2.01318e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143856 members 
Entering Unmasked Estep 
Score: -20132950.000000 Penalty: 5904.947266
	Iteration 14Q: 3 clusters Score -2.013295e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -20133504.000000 Penalty: 5904.947266
	Iteration 15Q: 3 clusters Score -2.01335e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -20133794.000000 Penalty: 5904.947266
	Iteration 16Q: 3 clusters Score -2.013379e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 146267 members 
Entering Unmasked Estep 
Score: -20133980.000000 Penalty: 5904.947266
	Iteration 17Q: 3 clusters Score -2.013398e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -20134092.000000 Penalty: 5904.947266
	Iteration 18Q: 3 clusters Score -2.013409e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -20134178.000000 Penalty: 5904.947266
	Iteration 19Q: 3 clusters Score -2.013418e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -20134234.000000 Penalty: 5904.947266
	Iteration 20F: 3 clusters Score -2.013423e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -20134266.000000 Penalty: 5904.947266
	Iteration 21Q: 3 clusters Score -2.013427e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -20134272.000000 Penalty: 5904.947266
	Iteration 22Q: 3 clusters Score -2.013427e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 147008 members 
Entering Unmasked Estep 
Score: -20134322.000000 Penalty: 5904.947266
	Iteration 23Q: 3 clusters Score -2.013432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 147042 members 
Entering Unmasked Estep 
Score: -20134324.000000 Penalty: 5904.947266
	Iteration 24Q: 3 clusters Score -2.013432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -20134354.000000 Penalty: 5904.947266
	Iteration 25Q: 3 clusters Score -2.013435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 147093 members 
Entering Unmasked Estep 
Score: -20134368.000000 Penalty: 5904.947266
	Iteration 26Q: 3 clusters Score -2.013437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -20134378.000000 Penalty: 5904.947266
	Iteration 27Q: 3 clusters Score -2.013438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -20134374.000000 Penalty: 5904.947266
	Iteration 28Q: 3 clusters Score -2.013437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -20134374.000000 Penalty: 5904.947266
	Iteration 29Q: 3 clusters Score -2.013437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -20134370.000000 Penalty: 5904.947266
	Iteration 30Q: 3 clusters Score -2.013437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -20134392.000000 Penalty: 5904.947266
	Iteration 31Q: 3 clusters Score -2.013439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -20134386.000000 Penalty: 5904.947266
	Iteration 32Q: 3 clusters Score -2.013439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -20134398.000000 Penalty: 5904.947266
	Iteration 33Q: 3 clusters Score -2.01344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -20134392.000000 Penalty: 5904.947266
	Iteration 34Q: 3 clusters Score -2.013439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -20134388.000000 Penalty: 5904.947266
	Iteration 35Q: 3 clusters Score -2.013439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -20134392.000000 Penalty: 5904.947266
	Iteration 36Q: 3 clusters Score -2.013439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -20134400.000000 Penalty: 5904.947266
	Iteration 37Q: 3 clusters Score -2.01344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -20134386.000000 Penalty: 5904.947266
	Iteration 38Q: 3 clusters Score -2.013439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -20134390.000000 Penalty: 5904.947266
	Iteration 39Q: 3 clusters Score -2.013439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -20134384.000000 Penalty: 5904.947266
	Iteration 40F: 3 clusters Score -2.013438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 147188 members 
Entering Unmasked Estep 
Score: -20134388.000000 Penalty: 5904.947266
	Iteration 41Q: 3 clusters Score -2.013439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 147186 members 
Entering Unmasked Estep 
Score: -20134390.000000 Penalty: 5904.947266
	Iteration 42Q: 3 clusters Score -2.013439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -20134376.000000 Penalty: 5904.947266
	Iteration 43Q: 3 clusters Score -2.013438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -20134376.000000 Penalty: 5904.947266
	Iteration 44F: 3 clusters Score -2.013438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Entering Unmasked Estep 
Score: -1740434.875000 Penalty: 2344.454102
	Iteration 0F: 2 clusters Score -1740435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1730890.125000 Penalty: 4688.908203
	Iteration 0F: 3 clusters Score -1730890 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1733816.250000 Penalty: 4688.908203
	Iteration 1F: 3 clusters Score -1733816 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1734165.750000 Penalty: 4688.908203
	Iteration 2F: 3 clusters Score -1734166 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1734424.750000 Penalty: 4688.908203
	Iteration 3F: 3 clusters Score -1734425 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1734644.000000 Penalty: 4688.908203
	Iteration 4Q: 3 clusters Score -1734644 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1734818.000000 Penalty: 4688.908203
	Iteration 5Q: 3 clusters Score -1734818 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1734984.250000 Penalty: 4688.908203
	Iteration 6Q: 3 clusters Score -1734984 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1735132.000000 Penalty: 4688.908203
	Iteration 7Q: 3 clusters Score -1735132 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1735262.875000 Penalty: 4688.908203
	Iteration 8Q: 3 clusters Score -1735263 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1735406.500000 Penalty: 4688.908203
	Iteration 9Q: 3 clusters Score -1735406 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1735565.500000 Penalty: 4688.908203
	Iteration 10Q: 3 clusters Score -1735566 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1735722.375000 Penalty: 4688.908203
	Iteration 11Q: 3 clusters Score -1735722 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1735872.250000 Penalty: 4688.908203
	Iteration 12Q: 3 clusters Score -1735872 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1736036.375000 Penalty: 4688.908203
	Iteration 13Q: 3 clusters Score -1736036 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1736231.750000 Penalty: 4688.908203
	Iteration 14Q: 3 clusters Score -1736232 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1736431.500000 Penalty: 4688.908203
	Iteration 15Q: 3 clusters Score -1736432 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1736602.625000 Penalty: 4688.908203
	Iteration 16Q: 3 clusters Score -1736603 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1736757.500000 Penalty: 4688.908203
	Iteration 17Q: 3 clusters Score -1736758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1736868.625000 Penalty: 4688.908203
	Iteration 18Q: 3 clusters Score -1736869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1736953.375000 Penalty: 4688.908203
	Iteration 19Q: 3 clusters Score -1736953 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1737014.500000 Penalty: 4688.908203
	Iteration 20F: 3 clusters Score -1737014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1737051.500000 Penalty: 4688.908203
	Iteration 21Q: 3 clusters Score -1737052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1737081.875000 Penalty: 4688.908203
	Iteration 22Q: 3 clusters Score -1737082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1737095.375000 Penalty: 4688.908203
	Iteration 23Q: 3 clusters Score -1737095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1737108.500000 Penalty: 4688.908203
	Iteration 24Q: 3 clusters Score -1737108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1737124.750000 Penalty: 4688.908203
	Iteration 25Q: 3 clusters Score -1737125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1737132.500000 Penalty: 4688.908203
	Iteration 26Q: 3 clusters Score -1737132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1737140.875000 Penalty: 4688.908203
	Iteration 27Q: 3 clusters Score -1737141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1737141.125000 Penalty: 4688.908203
	Iteration 28Q: 3 clusters Score -1737141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1737143.000000 Penalty: 4688.908203
	Iteration 29Q: 3 clusters Score -1737143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1737152.625000 Penalty: 4688.908203
	Iteration 30Q: 3 clusters Score -1737153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1737159.625000 Penalty: 4688.908203
	Iteration 31Q: 3 clusters Score -1737160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1737164.000000 Penalty: 4688.908203
	Iteration 32Q: 3 clusters Score -1737164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1737170.375000 Penalty: 4688.908203
	Iteration 33Q: 3 clusters Score -1737170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1737165.500000 Penalty: 4688.908203
	Iteration 34Q: 3 clusters Score -1737166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1737167.250000 Penalty: 4688.908203
	Iteration 35Q: 3 clusters Score -1737167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1737170.000000 Penalty: 4688.908203
	Iteration 36Q: 3 clusters Score -1737170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1737174.625000 Penalty: 4688.908203
	Iteration 37Q: 3 clusters Score -1737175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1737169.875000 Penalty: 4688.908203
	Iteration 38Q: 3 clusters Score -1737170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1737171.500000 Penalty: 4688.908203
	Iteration 39Q: 3 clusters Score -1737172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1737168.750000 Penalty: 4688.908203
	Iteration 40F: 3 clusters Score -1737169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1737170.875000 Penalty: 4688.908203
	Iteration 41Q: 3 clusters Score -1737171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1737171.250000 Penalty: 4688.908203
	Iteration 42Q: 3 clusters Score -1737171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1737171.250000 Penalty: 4688.908203
	Iteration 43F: 3 clusters Score -1737171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -62400.839844 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -62400.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60943.804688 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -60943.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61117.265625 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -61117.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61180.769531 Penalty: 3111.347168
	Iteration 2Q: 3 clusters Score -61180.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61227.781250 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -61227.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61277.261719 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -61277.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61326.074219 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -61326.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61389.066406 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -61389.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61482.441406 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -61482.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61634.816406 Penalty: 3111.347168
	Iteration 8F: 3 clusters Score -61634.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61954.980469 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -61954.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62214.777344 Penalty: 3111.347168
	Iteration 10F: 3 clusters Score -62214.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62346.121094 Penalty: 3111.347168
	Iteration 11F: 3 clusters Score -62346.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62418.117188 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -62418.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62472.886719 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -62472.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62491.480469 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -62491.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62494.480469 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -62494.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62500.128906 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -62500.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62500.128906 Penalty: 3111.347168
	Iteration 17F: 3 clusters Score -62500.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233039 members 
Mstep: Class 5 contains 94549 members 
Mstep: Class 6 contains 110414 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26908 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73497 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33594 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 148025 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 178 members 
Entering Unmasked Estep 
Score: -134142376.000000 Penalty: 99435.203125
Splitting cluster 26 changes total score from -134144120.000000 to -134142376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -204864.125000 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -204864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -202487.640625 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -202487.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202982.078125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -202982.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -203258.343750 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -203258.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -203589.515625 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -203589.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203829.609375 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -203829.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -203989.250000 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -203989.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -204100.015625 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -204100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -204171.890625 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -204171.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -204213.859375 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -204213.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204231.250000 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -204231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -204238.234375 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -204238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -204241.453125 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -204241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204242.203125 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -204242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -204243.156250 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -204243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -204243.843750 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -204243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204249.015625 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -204249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204254.515625 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -204254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204259.781250 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -204259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -204262.828125 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -204262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -204264.062500 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -204264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -204264.062500 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -204264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -50330.082031 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -50330.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48918.472656 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48918.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49178.839844 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -49178.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49479.066406 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -49479.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49605.617188 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -49605.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49694.445312 Penalty: 2997.145996
	Iteration 4F: 3 clusters Score -49694.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49772.761719 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -49772.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49796.523438 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -49796.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49813.371094 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -49813.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49828.378906 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -49828.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49842.250000 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -49842.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49851.878906 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -49851.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49851.878906 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -49851.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233039 members 
Mstep: Class 5 contains 94549 members 
Mstep: Class 6 contains 110414 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26908 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73497 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33594 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 148025 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144120.000000 Penalty: 96006.398438
Iteration 159Q: 29 clusters Score -1.341441e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233079 members 
Mstep: Class 5 contains 94541 members 
Mstep: Class 6 contains 110415 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26912 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33595 members 
Mstep: Class 17 contains 20726 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14346 members 
Mstep: Class 23 contains 30941 members 
Mstep: Class 24 contains 148027 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143984.000000 Penalty: 96006.398438
Iteration 160F: 29 clusters Score -1.34144e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233116 members 
Mstep: Class 5 contains 94539 members 
Mstep: Class 6 contains 110409 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26914 members 
Mstep: Class 10 contains 27190 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41820 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18879 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33601 members 
Mstep: Class 17 contains 20731 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30945 members 
Mstep: Class 24 contains 148031 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144056.000000 Penalty: 96006.398438
Iteration 161Q: 29 clusters Score -1.341441e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233146 members 
Mstep: Class 5 contains 94527 members 
Mstep: Class 6 contains 110408 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26922 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41775 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33607 members 
Mstep: Class 17 contains 20738 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30946 members 
Mstep: Class 24 contains 148034 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144008.000000 Penalty: 96006.398438
Iteration 162Q: 29 clusters Score -1.34144e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233170 members 
Mstep: Class 5 contains 94526 members 
Mstep: Class 6 contains 110407 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26926 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41733 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33612 members 
Mstep: Class 17 contains 20746 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30946 members 
Mstep: Class 24 contains 148040 members 
Mstep: Class 25 contains 12750 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143960.000000 Penalty: 96006.398438
Iteration 163Q: 29 clusters Score -1.34144e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233193 members 
Mstep: Class 5 contains 94525 members 
Mstep: Class 6 contains 110407 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26930 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41695 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33618 members 
Mstep: Class 17 contains 20748 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30946 members 
Mstep: Class 24 contains 148042 members 
Mstep: Class 25 contains 12751 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144048.000000 Penalty: 96006.398438
Iteration 164Q: 29 clusters Score -1.34144e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233225 members 
Mstep: Class 5 contains 94522 members 
Mstep: Class 6 contains 110407 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26940 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41655 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33622 members 
Mstep: Class 17 contains 20749 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30948 members 
Mstep: Class 24 contains 148039 members 
Mstep: Class 25 contains 12750 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144104.000000 Penalty: 96006.398438
Iteration 165Q: 29 clusters Score -1.341441e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233261 members 
Mstep: Class 5 contains 94514 members 
Mstep: Class 6 contains 110407 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26948 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41602 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18889 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 20755 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 148041 members 
Mstep: Class 25 contains 12750 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143984.000000 Penalty: 96006.398438
Iteration 166Q: 29 clusters Score -1.34144e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233294 members 
Mstep: Class 5 contains 94507 members 
Mstep: Class 6 contains 110408 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26960 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41549 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18893 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33627 members 
Mstep: Class 17 contains 20758 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 148048 members 
Mstep: Class 25 contains 12751 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143984.000000 Penalty: 96006.398438
Iteration 167Q: 29 clusters Score -1.34144e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233315 members 
Mstep: Class 5 contains 94504 members 
Mstep: Class 6 contains 110409 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26972 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41501 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18896 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33626 members 
Mstep: Class 17 contains 20765 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 148056 members 
Mstep: Class 25 contains 12753 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143944.000000 Penalty: 96006.398438
Iteration 168Q: 29 clusters Score -1.341439e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233326 members 
Mstep: Class 5 contains 94503 members 
Mstep: Class 6 contains 110409 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26986 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41459 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18898 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30950 members 
Mstep: Class 24 contains 148062 members 
Mstep: Class 25 contains 12754 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 96006.398438
Iteration 169Q: 29 clusters Score -1.341439e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233352 members 
Mstep: Class 5 contains 94500 members 
Mstep: Class 6 contains 110407 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 26996 members 
Mstep: Class 10 contains 27190 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41419 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18898 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 20774 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30954 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12754 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143816.000000 Penalty: 96006.398438
Iteration 170Q: 29 clusters Score -1.341438e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233379 members 
Mstep: Class 5 contains 94503 members 
Mstep: Class 6 contains 110409 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27003 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41377 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18899 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33630 members 
Mstep: Class 17 contains 20773 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 148058 members 
Mstep: Class 25 contains 12755 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143904.000000 Penalty: 96006.398438
Iteration 171Q: 29 clusters Score -1.341439e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233422 members 
Mstep: Class 5 contains 94506 members 
Mstep: Class 6 contains 110409 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27009 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41321 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18900 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33632 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30953 members 
Mstep: Class 24 contains 148059 members 
Mstep: Class 25 contains 12755 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143952.000000 Penalty: 96006.398438
Iteration 172Q: 29 clusters Score -1.34144e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233462 members 
Mstep: Class 5 contains 94510 members 
Mstep: Class 6 contains 110410 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27012 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41266 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18903 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33635 members 
Mstep: Class 17 contains 20768 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30954 members 
Mstep: Class 24 contains 148059 members 
Mstep: Class 25 contains 12757 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144008.000000 Penalty: 96006.398438
Iteration 173Q: 29 clusters Score -1.34144e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233495 members 
Mstep: Class 5 contains 94511 members 
Mstep: Class 6 contains 110411 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27017 members 
Mstep: Class 10 contains 27192 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41212 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18908 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33640 members 
Mstep: Class 17 contains 20768 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 148059 members 
Mstep: Class 25 contains 12757 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144000.000000 Penalty: 96006.398438
Iteration 174Q: 29 clusters Score -1.34144e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233514 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110411 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27027 members 
Mstep: Class 10 contains 27190 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41167 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33644 members 
Mstep: Class 17 contains 20768 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30959 members 
Mstep: Class 24 contains 148058 members 
Mstep: Class 25 contains 12761 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143960.000000 Penalty: 96006.398438
Iteration 175Q: 29 clusters Score -1.34144e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233543 members 
Mstep: Class 5 contains 94515 members 
Mstep: Class 6 contains 110411 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27028 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41125 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18915 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33645 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 148057 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144032.000000 Penalty: 96006.398438
Iteration 176Q: 29 clusters Score -1.34144e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233580 members 
Mstep: Class 5 contains 94512 members 
Mstep: Class 6 contains 110405 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27028 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41090 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18914 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33646 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30966 members 
Mstep: Class 24 contains 148052 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134144040.000000 Penalty: 96006.398438
Iteration 177Q: 29 clusters Score -1.34144e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233617 members 
Mstep: Class 5 contains 94512 members 
Mstep: Class 6 contains 110406 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27035 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 41043 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33646 members 
Mstep: Class 17 contains 20769 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30968 members 
Mstep: Class 24 contains 148051 members 
Mstep: Class 25 contains 12767 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143928.000000 Penalty: 96006.398438
Iteration 178Q: 29 clusters Score -1.341439e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233654 members 
Mstep: Class 5 contains 94512 members 
Mstep: Class 6 contains 110406 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27038 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 40999 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33649 members 
Mstep: Class 17 contains 20771 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30971 members 
Mstep: Class 24 contains 148044 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 179Q: 29 clusters Score -1.341439e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233692 members 
Mstep: Class 5 contains 94512 members 
Mstep: Class 6 contains 110405 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27043 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 40962 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 148039 members 
Mstep: Class 25 contains 12764 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 180F: 29 clusters Score -1.341439e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233728 members 
Mstep: Class 5 contains 94517 members 
Mstep: Class 6 contains 110403 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27044 members 
Mstep: Class 10 contains 27179 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 40923 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18919 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 148038 members 
Mstep: Class 25 contains 12761 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 96006.398438
Iteration 181Q: 29 clusters Score -1.341439e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233769 members 
Mstep: Class 5 contains 94518 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27046 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40873 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18922 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 148042 members 
Mstep: Class 25 contains 12762 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143936.000000 Penalty: 96006.398438
Iteration 182Q: 29 clusters Score -1.341439e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233822 members 
Mstep: Class 5 contains 94521 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27046 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40817 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18925 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33651 members 
Mstep: Class 17 contains 20769 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30972 members 
Mstep: Class 24 contains 148043 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 183Q: 29 clusters Score -1.341439e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233850 members 
Mstep: Class 5 contains 94522 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27048 members 
Mstep: Class 10 contains 27177 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40781 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18931 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30974 members 
Mstep: Class 24 contains 148041 members 
Mstep: Class 25 contains 12762 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143824.000000 Penalty: 96006.398438
Iteration 184Q: 29 clusters Score -1.341438e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233876 members 
Mstep: Class 5 contains 94521 members 
Mstep: Class 6 contains 110401 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27046 members 
Mstep: Class 10 contains 27175 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40747 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18939 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33654 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30973 members 
Mstep: Class 24 contains 148044 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 185Q: 29 clusters Score -1.341439e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233895 members 
Mstep: Class 5 contains 94520 members 
Mstep: Class 6 contains 110398 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27047 members 
Mstep: Class 10 contains 27177 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40704 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18944 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33662 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30974 members 
Mstep: Class 24 contains 148047 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 186Q: 29 clusters Score -1.341439e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233905 members 
Mstep: Class 5 contains 94522 members 
Mstep: Class 6 contains 110396 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27045 members 
Mstep: Class 10 contains 27176 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40670 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18952 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33668 members 
Mstep: Class 17 contains 20780 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 148054 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 96006.398438
Iteration 187Q: 29 clusters Score -1.341439e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233918 members 
Mstep: Class 5 contains 94524 members 
Mstep: Class 6 contains 110398 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27049 members 
Mstep: Class 10 contains 27178 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40637 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18956 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33668 members 
Mstep: Class 17 contains 20782 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30978 members 
Mstep: Class 24 contains 148053 members 
Mstep: Class 25 contains 12768 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 188Q: 29 clusters Score -1.341439e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233933 members 
Mstep: Class 5 contains 94523 members 
Mstep: Class 6 contains 110401 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27053 members 
Mstep: Class 10 contains 27181 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40602 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18962 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33669 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30978 members 
Mstep: Class 24 contains 148055 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143848.000000 Penalty: 96006.398438
Iteration 189Q: 29 clusters Score -1.341438e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233947 members 
Mstep: Class 5 contains 94523 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27057 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40574 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18967 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33670 members 
Mstep: Class 17 contains 20780 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30981 members 
Mstep: Class 24 contains 148057 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 190Q: 29 clusters Score -1.341439e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233952 members 
Mstep: Class 5 contains 94524 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27060 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40554 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18972 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33672 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30980 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12769 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143936.000000 Penalty: 96006.398438
Iteration 191Q: 29 clusters Score -1.341439e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233962 members 
Mstep: Class 5 contains 94522 members 
Mstep: Class 6 contains 110401 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27057 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40537 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18977 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 20776 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30981 members 
Mstep: Class 24 contains 148062 members 
Mstep: Class 25 contains 12769 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 96006.398438
Iteration 192Q: 29 clusters Score -1.341439e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233959 members 
Mstep: Class 5 contains 94521 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27059 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40528 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18983 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 20776 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30982 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12767 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 193Q: 29 clusters Score -1.341439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233966 members 
Mstep: Class 5 contains 94521 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27056 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40522 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18986 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30982 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 194Q: 29 clusters Score -1.341439e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233966 members 
Mstep: Class 5 contains 94519 members 
Mstep: Class 6 contains 110403 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27060 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40514 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18989 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30982 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 96006.398438
Iteration 195Q: 29 clusters Score -1.341439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233971 members 
Mstep: Class 5 contains 94517 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27064 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40509 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30982 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12767 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 96006.398438
Iteration 196Q: 29 clusters Score -1.341439e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233979 members 
Mstep: Class 5 contains 94518 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27067 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40500 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18992 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30982 members 
Mstep: Class 24 contains 148059 members 
Mstep: Class 25 contains 12768 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143928.000000 Penalty: 96006.398438
Iteration 197Q: 29 clusters Score -1.341439e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233981 members 
Mstep: Class 5 contains 94517 members 
Mstep: Class 6 contains 110401 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27071 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40497 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18992 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20777 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30983 members 
Mstep: Class 24 contains 148059 members 
Mstep: Class 25 contains 12769 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143920.000000 Penalty: 96006.398438
Iteration 198Q: 29 clusters Score -1.341439e+08 nChanged 24
Entering ConstructFrom: 
Score: -134143920.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (89368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Entering Unmasked Estep 
Score: -12234410.000000 Penalty: 2827.328613
	Iteration 0F: 2 clusters Score -1.223441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -12174255.000000 Penalty: 5654.657227
	Iteration 0F: 3 clusters Score -1.217426e+07 nChanged 42244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -12198519.000000 Penalty: 5654.657227
	Iteration 1F: 3 clusters Score -1.219852e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -12199180.000000 Penalty: 5654.657227
	Iteration 2Q: 3 clusters Score -1.219918e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -12199974.000000 Penalty: 5654.657227
	Iteration 3Q: 3 clusters Score -1.219997e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -12200813.000000 Penalty: 5654.657227
	Iteration 4Q: 3 clusters Score -1.220081e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -12201866.000000 Penalty: 5654.657227
	Iteration 5Q: 3 clusters Score -1.220187e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -12203273.000000 Penalty: 5654.657227
	Iteration 6Q: 3 clusters Score -1.220327e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -12205126.000000 Penalty: 5654.657227
	Iteration 7Q: 3 clusters Score -1.220513e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -12207469.000000 Penalty: 5654.657227
	Iteration 8F: 3 clusters Score -1.220747e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -12210305.000000 Penalty: 5654.657227
	Iteration 9F: 3 clusters Score -1.22103e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -12213685.000000 Penalty: 5654.657227
	Iteration 10F: 3 clusters Score -1.221368e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -12217337.000000 Penalty: 5654.657227
	Iteration 11F: 3 clusters Score -1.221734e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -12221119.000000 Penalty: 5654.657227
	Iteration 12F: 3 clusters Score -1.222112e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -12224757.000000 Penalty: 5654.657227
	Iteration 13F: 3 clusters Score -1.222476e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -12227471.000000 Penalty: 5654.657227
	Iteration 14Q: 3 clusters Score -1.222747e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -12229231.000000 Penalty: 5654.657227
	Iteration 15Q: 3 clusters Score -1.222923e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -12230228.000000 Penalty: 5654.657227
	Iteration 16Q: 3 clusters Score -1.223023e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -12230852.000000 Penalty: 5654.657227
	Iteration 17Q: 3 clusters Score -1.223085e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -12231150.000000 Penalty: 5654.657227
	Iteration 18Q: 3 clusters Score -1.223115e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -12231341.000000 Penalty: 5654.657227
	Iteration 19Q: 3 clusters Score -1.223134e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -12231520.000000 Penalty: 5654.657227
	Iteration 20F: 3 clusters Score -1.223152e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -12231637.000000 Penalty: 5654.657227
	Iteration 21Q: 3 clusters Score -1.223164e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -12231725.000000 Penalty: 5654.657227
	Iteration 22Q: 3 clusters Score -1.223172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -12231808.000000 Penalty: 5654.657227
	Iteration 23Q: 3 clusters Score -1.223181e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -12231833.000000 Penalty: 5654.657227
	Iteration 24Q: 3 clusters Score -1.223183e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -12231885.000000 Penalty: 5654.657227
	Iteration 25Q: 3 clusters Score -1.223188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -12231906.000000 Penalty: 5654.657227
	Iteration 26Q: 3 clusters Score -1.223191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -12231951.000000 Penalty: 5654.657227
	Iteration 27Q: 3 clusters Score -1.223195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -12231982.000000 Penalty: 5654.657227
	Iteration 28Q: 3 clusters Score -1.223198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -12232002.000000 Penalty: 5654.657227
	Iteration 29Q: 3 clusters Score -1.2232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -12231998.000000 Penalty: 5654.657227
	Iteration 30Q: 3 clusters Score -1.2232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -12232007.000000 Penalty: 5654.657227
	Iteration 31Q: 3 clusters Score -1.223201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -12232008.000000 Penalty: 5654.657227
	Iteration 32Q: 3 clusters Score -1.223201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -12232020.000000 Penalty: 5654.657227
	Iteration 33Q: 3 clusters Score -1.223202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -12232012.000000 Penalty: 5654.657227
	Iteration 34Q: 3 clusters Score -1.223201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -12232023.000000 Penalty: 5654.657227
	Iteration 35Q: 3 clusters Score -1.223202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -12232025.000000 Penalty: 5654.657227
	Iteration 36Q: 3 clusters Score -1.223202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -12232021.000000 Penalty: 5654.657227
	Iteration 37Q: 3 clusters Score -1.223202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -12232019.000000 Penalty: 5654.657227
	Iteration 38Q: 3 clusters Score -1.223202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -12232018.000000 Penalty: 5654.657227
	Iteration 39Q: 3 clusters Score -1.223202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -12232025.000000 Penalty: 5654.657227
	Iteration 40F: 3 clusters Score -1.223202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -12232026.000000 Penalty: 5654.657227
	Iteration 41Q: 3 clusters Score -1.223203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -12232032.000000 Penalty: 5654.657227
	Iteration 42Q: 3 clusters Score -1.223203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -12232035.000000 Penalty: 5654.657227
	Iteration 43Q: 3 clusters Score -1.223204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -12232032.000000 Penalty: 5654.657227
	Iteration 44Q: 3 clusters Score -1.223203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -12232041.000000 Penalty: 5654.657227
	Iteration 45Q: 3 clusters Score -1.223204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -12232035.000000 Penalty: 5654.657227
	Iteration 46Q: 3 clusters Score -1.223204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -12232040.000000 Penalty: 5654.657227
	Iteration 47Q: 3 clusters Score -1.223204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -12232040.000000 Penalty: 5654.657227
	Iteration 48F: 3 clusters Score -1.223204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -546618.937500 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -546618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -542574.437500 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -542574.4 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -543497.312500 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -543497.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -543730.437500 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -543730.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -543890.125000 Penalty: 4145.782227
	Iteration 3F: 3 clusters Score -543890.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -544063.625000 Penalty: 4145.782227
	Iteration 4Q: 3 clusters Score -544063.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -544239.812500 Penalty: 4145.782227
	Iteration 5Q: 3 clusters Score -544239.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -544441.625000 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -544441.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -544727.937500 Penalty: 4145.782227
	Iteration 7F: 3 clusters Score -544727.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -545048.062500 Penalty: 4145.782227
	Iteration 8F: 3 clusters Score -545048.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -545429.000000 Penalty: 4145.782227
	Iteration 9F: 3 clusters Score -545429 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -545761.687500 Penalty: 4145.782227
	Iteration 10F: 3 clusters Score -545761.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -546040.937500 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -546040.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -546218.687500 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -546218.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -546308.000000 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -546308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -546350.937500 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -546350.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -546381.187500 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -546381.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -546396.312500 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -546396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -546399.562500 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -546399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -546401.312500 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -546401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -546403.187500 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -546403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -546404.812500 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -546404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -114270.648438 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -114270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112435.937500 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -112435.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112645.101562 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -112645.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112705.257812 Penalty: 3357.172607
	Iteration 2Q: 3 clusters Score -112705.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112727.093750 Penalty: 3357.172607
	Iteration 3Q: 3 clusters Score -112727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112742.140625 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -112742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112750.093750 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -112750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112756.359375 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -112756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112758.453125 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -112758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112758.453125 Penalty: 3357.172607
	Iteration 8F: 3 clusters Score -112758.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (233988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233988 members 
Entering Unmasked Estep 
Score: -32006688.000000 Penalty: 3066.030029
	Iteration 0F: 2 clusters Score -3.200669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -31867098.000000 Penalty: 6132.060059
	Iteration 0F: 3 clusters Score -3.18671e+07 nChanged 112854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -31933532.000000 Penalty: 6132.060059
	Iteration 1F: 3 clusters Score -3.193353e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -31935122.000000 Penalty: 6132.060059
	Iteration 2Q: 3 clusters Score -3.193512e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -31937916.000000 Penalty: 6132.060059
	Iteration 3Q: 3 clusters Score -3.193792e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -31943368.000000 Penalty: 6132.060059
	Iteration 4F: 3 clusters Score -3.194337e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -31952882.000000 Penalty: 6132.060059
	Iteration 5F: 3 clusters Score -3.195288e+07 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185146 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -31966048.000000 Penalty: 6132.060059
	Iteration 6F: 3 clusters Score -3.196605e+07 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204251 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -31978262.000000 Penalty: 6132.060059
	Iteration 7F: 3 clusters Score -3.197826e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218048 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -31989310.000000 Penalty: 6132.060059
	Iteration 8F: 3 clusters Score -3.198931e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225803 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -31996294.000000 Penalty: 6132.060059
	Iteration 9Q: 3 clusters Score -3.199629e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229858 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -31999992.000000 Penalty: 6132.060059
	Iteration 10Q: 3 clusters Score -3.199999e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231719 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -32001724.000000 Penalty: 6132.060059
	Iteration 11Q: 3 clusters Score -3.200172e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232562 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -32002626.000000 Penalty: 6132.060059
	Iteration 12Q: 3 clusters Score -3.200263e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232966 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -32003000.000000 Penalty: 6132.060059
	Iteration 13Q: 3 clusters Score -3.2003e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233181 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -32003204.000000 Penalty: 6132.060059
	Iteration 14Q: 3 clusters Score -3.20032e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233301 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32003406.000000 Penalty: 6132.060059
	Iteration 15Q: 3 clusters Score -3.200341e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233383 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -32003492.000000 Penalty: 6132.060059
	Iteration 16Q: 3 clusters Score -3.200349e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233434 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32003582.000000 Penalty: 6132.060059
	Iteration 17Q: 3 clusters Score -3.200358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -32003604.000000 Penalty: 6132.060059
	Iteration 18Q: 3 clusters Score -3.20036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233490 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -32003640.000000 Penalty: 6132.060059
	Iteration 19Q: 3 clusters Score -3.200364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32003668.000000 Penalty: 6132.060059
	Iteration 20F: 3 clusters Score -3.200367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32003678.000000 Penalty: 6132.060059
	Iteration 21Q: 3 clusters Score -3.200368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -32003680.000000 Penalty: 6132.060059
	Iteration 22Q: 3 clusters Score -3.200368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233548 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32003694.000000 Penalty: 6132.060059
	Iteration 23Q: 3 clusters Score -3.200369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233557 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32003698.000000 Penalty: 6132.060059
	Iteration 24Q: 3 clusters Score -3.20037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -32003700.000000 Penalty: 6132.060059
	Iteration 25Q: 3 clusters Score -3.20037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233569 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32003726.000000 Penalty: 6132.060059
	Iteration 26Q: 3 clusters Score -3.200373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233574 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32003712.000000 Penalty: 6132.060059
	Iteration 27Q: 3 clusters Score -3.200371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233580 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -32003744.000000 Penalty: 6132.060059
	Iteration 28Q: 3 clusters Score -3.200374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233585 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32003744.000000 Penalty: 6132.060059
	Iteration 29Q: 3 clusters Score -3.200374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233589 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32003736.000000 Penalty: 6132.060059
	Iteration 30Q: 3 clusters Score -3.200374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233592 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32003738.000000 Penalty: 6132.060059
	Iteration 31Q: 3 clusters Score -3.200374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233598 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32003756.000000 Penalty: 6132.060059
	Iteration 32Q: 3 clusters Score -3.200376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32003758.000000 Penalty: 6132.060059
	Iteration 33Q: 3 clusters Score -3.200376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32003770.000000 Penalty: 6132.060059
	Iteration 34Q: 3 clusters Score -3.200377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32003770.000000 Penalty: 6132.060059
	Iteration 35F: 3 clusters Score -3.200377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Entering Unmasked Estep 
Score: -12801012.000000 Penalty: 2841.210205
	Iteration 0F: 2 clusters Score -1.280101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -12737834.000000 Penalty: 5682.420410
	Iteration 0F: 3 clusters Score -1.273783e+07 nChanged 44574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -12762635.000000 Penalty: 5682.420410
	Iteration 1F: 3 clusters Score -1.276264e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -12763344.000000 Penalty: 5682.420410
	Iteration 2Q: 3 clusters Score -1.276334e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -12763996.000000 Penalty: 5682.420410
	Iteration 3Q: 3 clusters Score -1.2764e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -12764848.000000 Penalty: 5682.420410
	Iteration 4Q: 3 clusters Score -1.276485e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -12766164.000000 Penalty: 5682.420410
	Iteration 5Q: 3 clusters Score -1.276616e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -12768163.000000 Penalty: 5682.420410
	Iteration 6Q: 3 clusters Score -1.276816e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -12771307.000000 Penalty: 5682.420410
	Iteration 7F: 3 clusters Score -1.277131e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -12775580.000000 Penalty: 5682.420410
	Iteration 8F: 3 clusters Score -1.277558e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -12780707.000000 Penalty: 5682.420410
	Iteration 9F: 3 clusters Score -1.278071e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -12786187.000000 Penalty: 5682.420410
	Iteration 10F: 3 clusters Score -1.278619e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -12791198.000000 Penalty: 5682.420410
	Iteration 11F: 3 clusters Score -1.27912e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -12795063.000000 Penalty: 5682.420410
	Iteration 12Q: 3 clusters Score -1.279506e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -12797044.000000 Penalty: 5682.420410
	Iteration 13Q: 3 clusters Score -1.279704e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12797808.000000 Penalty: 5682.420410
	Iteration 14Q: 3 clusters Score -1.279781e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12798205.000000 Penalty: 5682.420410
	Iteration 15Q: 3 clusters Score -1.27982e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12798315.000000 Penalty: 5682.420410
	Iteration 16Q: 3 clusters Score -1.279832e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12798399.000000 Penalty: 5682.420410
	Iteration 17Q: 3 clusters Score -1.27984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12798454.000000 Penalty: 5682.420410
	Iteration 18Q: 3 clusters Score -1.279845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12798480.000000 Penalty: 5682.420410
	Iteration 19Q: 3 clusters Score -1.279848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12798490.000000 Penalty: 5682.420410
	Iteration 20F: 3 clusters Score -1.279849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12798499.000000 Penalty: 5682.420410
	Iteration 21Q: 3 clusters Score -1.27985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12798505.000000 Penalty: 5682.420410
	Iteration 22Q: 3 clusters Score -1.27985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12798512.000000 Penalty: 5682.420410
	Iteration 23Q: 3 clusters Score -1.279851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12798514.000000 Penalty: 5682.420410
	Iteration 24Q: 3 clusters Score -1.279851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12798524.000000 Penalty: 5682.420410
	Iteration 25Q: 3 clusters Score -1.279852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12798527.000000 Penalty: 5682.420410
	Iteration 26Q: 3 clusters Score -1.279853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12798525.000000 Penalty: 5682.420410
	Iteration 27Q: 3 clusters Score -1.279852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12798529.000000 Penalty: 5682.420410
	Iteration 28Q: 3 clusters Score -1.279853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12798532.000000 Penalty: 5682.420410
	Iteration 29Q: 3 clusters Score -1.279853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12798531.000000 Penalty: 5682.420410
	Iteration 30Q: 3 clusters Score -1.279853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12798531.000000 Penalty: 5682.420410
	Iteration 31F: 3 clusters Score -1.279853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Entering Unmasked Estep 
Score: -14914531.000000 Penalty: 2879.742432
	Iteration 0F: 2 clusters Score -1.491453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -14840642.000000 Penalty: 5759.484863
	Iteration 0F: 3 clusters Score -1.484064e+07 nChanged 52357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -14870338.000000 Penalty: 5759.484863
	Iteration 1F: 3 clusters Score -1.487034e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -14870999.000000 Penalty: 5759.484863
	Iteration 2Q: 3 clusters Score -1.4871e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -14871813.000000 Penalty: 5759.484863
	Iteration 3Q: 3 clusters Score -1.487181e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -14872724.000000 Penalty: 5759.484863
	Iteration 4Q: 3 clusters Score -1.487272e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -14873665.000000 Penalty: 5759.484863
	Iteration 5Q: 3 clusters Score -1.487366e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -14874780.000000 Penalty: 5759.484863
	Iteration 6Q: 3 clusters Score -1.487478e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -14876197.000000 Penalty: 5759.484863
	Iteration 7Q: 3 clusters Score -1.48762e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -14877856.000000 Penalty: 5759.484863
	Iteration 8Q: 3 clusters Score -1.487786e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -14879983.000000 Penalty: 5759.484863
	Iteration 9Q: 3 clusters Score -1.487998e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -14882513.000000 Penalty: 5759.484863
	Iteration 10Q: 3 clusters Score -1.488251e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -14885423.000000 Penalty: 5759.484863
	Iteration 11Q: 3 clusters Score -1.488542e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -14888732.000000 Penalty: 5759.484863
	Iteration 12Q: 3 clusters Score -1.488873e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -14892421.000000 Penalty: 5759.484863
	Iteration 13F: 3 clusters Score -1.489242e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -14896384.000000 Penalty: 5759.484863
	Iteration 14F: 3 clusters Score -1.489638e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -14900093.000000 Penalty: 5759.484863
	Iteration 15F: 3 clusters Score -1.490009e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -14903560.000000 Penalty: 5759.484863
	Iteration 16Q: 3 clusters Score -1.490356e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -14906414.000000 Penalty: 5759.484863
	Iteration 17Q: 3 clusters Score -1.490641e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -14908472.000000 Penalty: 5759.484863
	Iteration 18Q: 3 clusters Score -1.490847e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -14909838.000000 Penalty: 5759.484863
	Iteration 19Q: 3 clusters Score -1.490984e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -14910709.000000 Penalty: 5759.484863
	Iteration 20F: 3 clusters Score -1.491071e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -14911212.000000 Penalty: 5759.484863
	Iteration 21Q: 3 clusters Score -1.491121e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -14911529.000000 Penalty: 5759.484863
	Iteration 22Q: 3 clusters Score -1.491153e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -14911710.000000 Penalty: 5759.484863
	Iteration 23Q: 3 clusters Score -1.491171e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -14911839.000000 Penalty: 5759.484863
	Iteration 24Q: 3 clusters Score -1.491184e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -14911929.000000 Penalty: 5759.484863
	Iteration 25Q: 3 clusters Score -1.491193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 109298 members 
Entering Unmasked Estep 
Score: -14911966.000000 Penalty: 5759.484863
	Iteration 26Q: 3 clusters Score -1.491197e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -14912013.000000 Penalty: 5759.484863
	Iteration 27Q: 3 clusters Score -1.491201e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -14912051.000000 Penalty: 5759.484863
	Iteration 28Q: 3 clusters Score -1.491205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -14912093.000000 Penalty: 5759.484863
	Iteration 29Q: 3 clusters Score -1.491209e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 109502 members 
Entering Unmasked Estep 
Score: -14912103.000000 Penalty: 5759.484863
	Iteration 30Q: 3 clusters Score -1.49121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 109520 members 
Entering Unmasked Estep 
Score: -14912118.000000 Penalty: 5759.484863
	Iteration 31Q: 3 clusters Score -1.491212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -14912126.000000 Penalty: 5759.484863
	Iteration 32Q: 3 clusters Score -1.491213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 109547 members 
Entering Unmasked Estep 
Score: -14912128.000000 Penalty: 5759.484863
	Iteration 33Q: 3 clusters Score -1.491213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -14912134.000000 Penalty: 5759.484863
	Iteration 34Q: 3 clusters Score -1.491213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -14912129.000000 Penalty: 5759.484863
	Iteration 35Q: 3 clusters Score -1.491213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -14912145.000000 Penalty: 5759.484863
	Iteration 36Q: 3 clusters Score -1.491214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 109579 members 
Entering Unmasked Estep 
Score: -14912150.000000 Penalty: 5759.484863
	Iteration 37Q: 3 clusters Score -1.491215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 109588 members 
Entering Unmasked Estep 
Score: -14912153.000000 Penalty: 5759.484863
	Iteration 38Q: 3 clusters Score -1.491215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -14912164.000000 Penalty: 5759.484863
	Iteration 39Q: 3 clusters Score -1.491216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -14912177.000000 Penalty: 5759.484863
	Iteration 40F: 3 clusters Score -1.491218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -14912179.000000 Penalty: 5759.484863
	Iteration 41Q: 3 clusters Score -1.491218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14912184.000000 Penalty: 5759.484863
	Iteration 42Q: 3 clusters Score -1.491218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -14912183.000000 Penalty: 5759.484863
	Iteration 43Q: 3 clusters Score -1.491218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -14912200.000000 Penalty: 5759.484863
	Iteration 44Q: 3 clusters Score -1.49122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -14912187.000000 Penalty: 5759.484863
	Iteration 45Q: 3 clusters Score -1.491219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14912197.000000 Penalty: 5759.484863
	Iteration 46Q: 3 clusters Score -1.49122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14912197.000000 Penalty: 5759.484863
	Iteration 47F: 3 clusters Score -1.49122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -433847.500000 Penalty: 2009.366333
	Iteration 0F: 2 clusters Score -433847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -430380.218750 Penalty: 4018.732666
	Iteration 0F: 3 clusters Score -430380.2 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -431146.281250 Penalty: 4018.732666
	Iteration 1F: 3 clusters Score -431146.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -431333.531250 Penalty: 4018.732666
	Iteration 2F: 3 clusters Score -431333.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -431465.093750 Penalty: 4018.732666
	Iteration 3F: 3 clusters Score -431465.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -431556.531250 Penalty: 4018.732666
	Iteration 4Q: 3 clusters Score -431556.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -431637.437500 Penalty: 4018.732666
	Iteration 5Q: 3 clusters Score -431637.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -431700.781250 Penalty: 4018.732666
	Iteration 6Q: 3 clusters Score -431700.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -431752.906250 Penalty: 4018.732666
	Iteration 7Q: 3 clusters Score -431752.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -431788.750000 Penalty: 4018.732666
	Iteration 8Q: 3 clusters Score -431788.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -431818.531250 Penalty: 4018.732666
	Iteration 9Q: 3 clusters Score -431818.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -431839.625000 Penalty: 4018.732666
	Iteration 10Q: 3 clusters Score -431839.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -431873.312500 Penalty: 4018.732666
	Iteration 11Q: 3 clusters Score -431873.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -431901.437500 Penalty: 4018.732666
	Iteration 12Q: 3 clusters Score -431901.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -431920.500000 Penalty: 4018.732666
	Iteration 13Q: 3 clusters Score -431920.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -431933.593750 Penalty: 4018.732666
	Iteration 14Q: 3 clusters Score -431933.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -431943.093750 Penalty: 4018.732666
	Iteration 15Q: 3 clusters Score -431943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -431950.968750 Penalty: 4018.732666
	Iteration 16Q: 3 clusters Score -431951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -431956.468750 Penalty: 4018.732666
	Iteration 17Q: 3 clusters Score -431956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -431962.406250 Penalty: 4018.732666
	Iteration 18Q: 3 clusters Score -431962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -431966.531250 Penalty: 4018.732666
	Iteration 19Q: 3 clusters Score -431966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -431970.968750 Penalty: 4018.732666
	Iteration 20F: 3 clusters Score -431971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -431976.625000 Penalty: 4018.732666
	Iteration 21Q: 3 clusters Score -431976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -431981.781250 Penalty: 4018.732666
	Iteration 22Q: 3 clusters Score -431981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -431985.437500 Penalty: 4018.732666
	Iteration 23Q: 3 clusters Score -431985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -431987.625000 Penalty: 4018.732666
	Iteration 24Q: 3 clusters Score -431987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -431988.625000 Penalty: 4018.732666
	Iteration 25Q: 3 clusters Score -431988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -431990.000000 Penalty: 4018.732666
	Iteration 26Q: 3 clusters Score -431990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -431991.218750 Penalty: 4018.732666
	Iteration 27Q: 3 clusters Score -431991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -431994.531250 Penalty: 4018.732666
	Iteration 28Q: 3 clusters Score -431994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -431997.312500 Penalty: 4018.732666
	Iteration 29Q: 3 clusters Score -431997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -432000.906250 Penalty: 4018.732666
	Iteration 30Q: 3 clusters Score -432000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -432003.562500 Penalty: 4018.732666
	Iteration 31Q: 3 clusters Score -432003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -432008.781250 Penalty: 4018.732666
	Iteration 32Q: 3 clusters Score -432008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -432011.781250 Penalty: 4018.732666
	Iteration 33Q: 3 clusters Score -432011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -432014.375000 Penalty: 4018.732666
	Iteration 34Q: 3 clusters Score -432014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -432016.406250 Penalty: 4018.732666
	Iteration 35Q: 3 clusters Score -432016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -432018.750000 Penalty: 4018.732666
	Iteration 36Q: 3 clusters Score -432018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -432020.812500 Penalty: 4018.732666
	Iteration 37Q: 3 clusters Score -432020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -432024.343750 Penalty: 4018.732666
	Iteration 38Q: 3 clusters Score -432024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -432026.500000 Penalty: 4018.732666
	Iteration 39Q: 3 clusters Score -432026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432029.218750 Penalty: 4018.732666
	Iteration 40F: 3 clusters Score -432029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -432032.000000 Penalty: 4018.732666
	Iteration 41Q: 3 clusters Score -432032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -432033.656250 Penalty: 4018.732666
	Iteration 42Q: 3 clusters Score -432033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -432034.250000 Penalty: 4018.732666
	Iteration 43Q: 3 clusters Score -432034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -432034.250000 Penalty: 4018.732666
	Iteration 44F: 3 clusters Score -432034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -915303.875000 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -915303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -909603.937500 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -909603.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -911102.000000 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -911102 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -911394.062500 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -911394.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -911604.375000 Penalty: 4381.542480
	Iteration 3F: 3 clusters Score -911604.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -911791.625000 Penalty: 4381.542480
	Iteration 4Q: 3 clusters Score -911791.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -911970.875000 Penalty: 4381.542480
	Iteration 5Q: 3 clusters Score -911970.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -912165.437500 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -912165.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -912371.687500 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -912371.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -912549.562500 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -912549.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -912719.500000 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -912719.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -912858.875000 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -912858.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -912981.125000 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -912981.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -913105.875000 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -913105.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -913211.125000 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -913211.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -913294.375000 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -913294.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -913360.187500 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -913360.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -913410.687500 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -913410.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -913454.750000 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -913454.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -913479.875000 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -913479.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -913502.125000 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -913502.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -913518.812500 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -913518.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -913541.187500 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -913541.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -913558.000000 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -913558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -913566.437500 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -913566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -913576.500000 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -913576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -913581.437500 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -913581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -913584.062500 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -913584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -913586.500000 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -913586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -913593.000000 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -913593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -913596.875000 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -913596.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -913602.562500 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -913602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -913607.625000 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -913607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -913609.375000 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -913609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -913612.125000 Penalty: 4381.542480
	Iteration 33Q: 3 clusters Score -913612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -913614.312500 Penalty: 4381.542480
	Iteration 34Q: 3 clusters Score -913614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -913618.375000 Penalty: 4381.542480
	Iteration 35Q: 3 clusters Score -913618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -913621.562500 Penalty: 4381.542480
	Iteration 36Q: 3 clusters Score -913621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -913625.500000 Penalty: 4381.542480
	Iteration 37Q: 3 clusters Score -913625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -913626.812500 Penalty: 4381.542480
	Iteration 38Q: 3 clusters Score -913626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -913628.000000 Penalty: 4381.542480
	Iteration 39Q: 3 clusters Score -913628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -913627.375000 Penalty: 4381.542480
	Iteration 40F: 3 clusters Score -913627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -913629.312500 Penalty: 4381.542480
	Iteration 41Q: 3 clusters Score -913629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -913629.000000 Penalty: 4381.542480
	Iteration 42Q: 3 clusters Score -913629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -913629.000000 Penalty: 4381.542480
	Iteration 43F: 3 clusters Score -913629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Entering Unmasked Estep 
Score: -3735261.500000 Penalty: 2531.169678
	Iteration 0F: 2 clusters Score -3735262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3716562.500000 Penalty: 5062.339355
	Iteration 0F: 3 clusters Score -3716562 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3723036.500000 Penalty: 5062.339355
	Iteration 1F: 3 clusters Score -3723036 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3723500.500000 Penalty: 5062.339355
	Iteration 2Q: 3 clusters Score -3723500 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3723925.250000 Penalty: 5062.339355
	Iteration 3Q: 3 clusters Score -3723925 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3724358.500000 Penalty: 5062.339355
	Iteration 4Q: 3 clusters Score -3724358 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3724786.000000 Penalty: 5062.339355
	Iteration 5Q: 3 clusters Score -3724786 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3725206.000000 Penalty: 5062.339355
	Iteration 6Q: 3 clusters Score -3725206 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3725658.000000 Penalty: 5062.339355
	Iteration 7Q: 3 clusters Score -3725658 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3726134.000000 Penalty: 5062.339355
	Iteration 8Q: 3 clusters Score -3726134 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3726585.000000 Penalty: 5062.339355
	Iteration 9Q: 3 clusters Score -3726585 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3727215.000000 Penalty: 5062.339355
	Iteration 10Q: 3 clusters Score -3727215 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3727944.000000 Penalty: 5062.339355
	Iteration 11Q: 3 clusters Score -3727944 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3728782.250000 Penalty: 5062.339355
	Iteration 12Q: 3 clusters Score -3728782 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3729556.250000 Penalty: 5062.339355
	Iteration 13Q: 3 clusters Score -3729556 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3730201.000000 Penalty: 5062.339355
	Iteration 14Q: 3 clusters Score -3730201 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3730689.250000 Penalty: 5062.339355
	Iteration 15Q: 3 clusters Score -3730689 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3731035.000000 Penalty: 5062.339355
	Iteration 16Q: 3 clusters Score -3731035 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3731333.750000 Penalty: 5062.339355
	Iteration 17Q: 3 clusters Score -3731334 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3731562.750000 Penalty: 5062.339355
	Iteration 18Q: 3 clusters Score -3731563 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3731793.500000 Penalty: 5062.339355
	Iteration 19Q: 3 clusters Score -3731794 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3731978.250000 Penalty: 5062.339355
	Iteration 20F: 3 clusters Score -3731978 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3732161.750000 Penalty: 5062.339355
	Iteration 21Q: 3 clusters Score -3732162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3732300.750000 Penalty: 5062.339355
	Iteration 22Q: 3 clusters Score -3732301 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3732437.250000 Penalty: 5062.339355
	Iteration 23Q: 3 clusters Score -3732437 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3732580.000000 Penalty: 5062.339355
	Iteration 24Q: 3 clusters Score -3732580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3732705.000000 Penalty: 5062.339355
	Iteration 25Q: 3 clusters Score -3732705 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3732828.000000 Penalty: 5062.339355
	Iteration 26Q: 3 clusters Score -3732828 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3732908.750000 Penalty: 5062.339355
	Iteration 27Q: 3 clusters Score -3732909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3732999.000000 Penalty: 5062.339355
	Iteration 28Q: 3 clusters Score -3732999 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3733062.500000 Penalty: 5062.339355
	Iteration 29Q: 3 clusters Score -3733062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3733105.000000 Penalty: 5062.339355
	Iteration 30Q: 3 clusters Score -3733105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3733142.000000 Penalty: 5062.339355
	Iteration 31Q: 3 clusters Score -3733142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3733181.250000 Penalty: 5062.339355
	Iteration 32Q: 3 clusters Score -3733181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3733204.750000 Penalty: 5062.339355
	Iteration 33Q: 3 clusters Score -3733205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3733218.000000 Penalty: 5062.339355
	Iteration 34Q: 3 clusters Score -3733218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3733238.000000 Penalty: 5062.339355
	Iteration 35Q: 3 clusters Score -3733238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3733273.750000 Penalty: 5062.339355
	Iteration 36Q: 3 clusters Score -3733274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3733308.250000 Penalty: 5062.339355
	Iteration 37Q: 3 clusters Score -3733308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3733335.000000 Penalty: 5062.339355
	Iteration 38Q: 3 clusters Score -3733335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3733365.250000 Penalty: 5062.339355
	Iteration 39Q: 3 clusters Score -3733365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3733390.000000 Penalty: 5062.339355
	Iteration 40F: 3 clusters Score -3733390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3733404.000000 Penalty: 5062.339355
	Iteration 41Q: 3 clusters Score -3733404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3733411.250000 Penalty: 5062.339355
	Iteration 42Q: 3 clusters Score -3733411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3733418.750000 Penalty: 5062.339355
	Iteration 43Q: 3 clusters Score -3733419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3733418.750000 Penalty: 5062.339355
	Iteration 44Q: 3 clusters Score -3733419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3733425.250000 Penalty: 5062.339355
	Iteration 45Q: 3 clusters Score -3733425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3733427.000000 Penalty: 5062.339355
	Iteration 46Q: 3 clusters Score -3733427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3733428.500000 Penalty: 5062.339355
	Iteration 47Q: 3 clusters Score -3733428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3733428.500000 Penalty: 5062.339355
	Iteration 48F: 3 clusters Score -3733428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Entering Unmasked Estep 
Score: -3499959.000000 Penalty: 2532.166016
	Iteration 0F: 2 clusters Score -3499959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3481434.500000 Penalty: 5064.332031
	Iteration 0F: 3 clusters Score -3481434 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3487923.500000 Penalty: 5064.332031
	Iteration 1F: 3 clusters Score -3487924 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3488438.250000 Penalty: 5064.332031
	Iteration 2F: 3 clusters Score -3488438 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3488906.250000 Penalty: 5064.332031
	Iteration 3Q: 3 clusters Score -3488906 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3489386.000000 Penalty: 5064.332031
	Iteration 4Q: 3 clusters Score -3489386 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3489903.750000 Penalty: 5064.332031
	Iteration 5Q: 3 clusters Score -3489904 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3490490.250000 Penalty: 5064.332031
	Iteration 6Q: 3 clusters Score -3490490 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3491100.000000 Penalty: 5064.332031
	Iteration 7Q: 3 clusters Score -3491100 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3491709.500000 Penalty: 5064.332031
	Iteration 8Q: 3 clusters Score -3491710 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3492369.500000 Penalty: 5064.332031
	Iteration 9Q: 3 clusters Score -3492370 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3493159.500000 Penalty: 5064.332031
	Iteration 10Q: 3 clusters Score -3493160 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3493823.500000 Penalty: 5064.332031
	Iteration 11Q: 3 clusters Score -3493824 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3494363.500000 Penalty: 5064.332031
	Iteration 12Q: 3 clusters Score -3494364 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3494790.250000 Penalty: 5064.332031
	Iteration 13Q: 3 clusters Score -3494790 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3495112.000000 Penalty: 5064.332031
	Iteration 14Q: 3 clusters Score -3495112 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3495333.000000 Penalty: 5064.332031
	Iteration 15Q: 3 clusters Score -3495333 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3495479.000000 Penalty: 5064.332031
	Iteration 16Q: 3 clusters Score -3495479 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3495617.750000 Penalty: 5064.332031
	Iteration 17Q: 3 clusters Score -3495618 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3495748.750000 Penalty: 5064.332031
	Iteration 18Q: 3 clusters Score -3495749 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3495841.250000 Penalty: 5064.332031
	Iteration 19Q: 3 clusters Score -3495841 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3495955.250000 Penalty: 5064.332031
	Iteration 20F: 3 clusters Score -3495955 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3496088.000000 Penalty: 5064.332031
	Iteration 21Q: 3 clusters Score -3496088 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3496187.250000 Penalty: 5064.332031
	Iteration 22Q: 3 clusters Score -3496187 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3496304.500000 Penalty: 5064.332031
	Iteration 23Q: 3 clusters Score -3496304 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3496436.500000 Penalty: 5064.332031
	Iteration 24Q: 3 clusters Score -3496436 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3496549.750000 Penalty: 5064.332031
	Iteration 25Q: 3 clusters Score -3496550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3496661.250000 Penalty: 5064.332031
	Iteration 26Q: 3 clusters Score -3496661 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3496811.500000 Penalty: 5064.332031
	Iteration 27Q: 3 clusters Score -3496812 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3496916.000000 Penalty: 5064.332031
	Iteration 28Q: 3 clusters Score -3496916 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3497027.000000 Penalty: 5064.332031
	Iteration 29Q: 3 clusters Score -3497027 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3497115.750000 Penalty: 5064.332031
	Iteration 30Q: 3 clusters Score -3497116 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3497186.250000 Penalty: 5064.332031
	Iteration 31Q: 3 clusters Score -3497186 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3497260.000000 Penalty: 5064.332031
	Iteration 32Q: 3 clusters Score -3497260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3497336.250000 Penalty: 5064.332031
	Iteration 33Q: 3 clusters Score -3497336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3497407.750000 Penalty: 5064.332031
	Iteration 34Q: 3 clusters Score -3497408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3497488.750000 Penalty: 5064.332031
	Iteration 35Q: 3 clusters Score -3497489 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3497567.750000 Penalty: 5064.332031
	Iteration 36Q: 3 clusters Score -3497568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3497627.250000 Penalty: 5064.332031
	Iteration 37Q: 3 clusters Score -3497627 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3497683.500000 Penalty: 5064.332031
	Iteration 38Q: 3 clusters Score -3497684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3497720.500000 Penalty: 5064.332031
	Iteration 39Q: 3 clusters Score -3497720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3497764.500000 Penalty: 5064.332031
	Iteration 40F: 3 clusters Score -3497764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3497808.500000 Penalty: 5064.332031
	Iteration 41Q: 3 clusters Score -3497808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3497844.250000 Penalty: 5064.332031
	Iteration 42Q: 3 clusters Score -3497844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3497877.250000 Penalty: 5064.332031
	Iteration 43Q: 3 clusters Score -3497877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3497892.750000 Penalty: 5064.332031
	Iteration 44Q: 3 clusters Score -3497893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3497923.750000 Penalty: 5064.332031
	Iteration 45Q: 3 clusters Score -3497924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3497949.250000 Penalty: 5064.332031
	Iteration 46Q: 3 clusters Score -3497949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3497975.250000 Penalty: 5064.332031
	Iteration 47Q: 3 clusters Score -3497975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3497984.750000 Penalty: 5064.332031
	Iteration 48Q: 3 clusters Score -3497985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3497998.250000 Penalty: 5064.332031
	Iteration 49Q: 3 clusters Score -3497998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3498011.000000 Penalty: 5064.332031
	Iteration 50Q: 3 clusters Score -3498011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3498021.250000 Penalty: 5064.332031
	Iteration 51Q: 3 clusters Score -3498021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3498029.500000 Penalty: 5064.332031
	Iteration 52Q: 3 clusters Score -3498030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3498032.500000 Penalty: 5064.332031
	Iteration 53Q: 3 clusters Score -3498032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3498039.250000 Penalty: 5064.332031
	Iteration 54Q: 3 clusters Score -3498039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3498042.500000 Penalty: 5064.332031
	Iteration 55Q: 3 clusters Score -3498042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3498041.250000 Penalty: 5064.332031
	Iteration 56Q: 3 clusters Score -3498041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3498037.750000 Penalty: 5064.332031
	Iteration 57Q: 3 clusters Score -3498038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3498044.250000 Penalty: 5064.332031
	Iteration 58Q: 3 clusters Score -3498044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3498048.500000 Penalty: 5064.332031
	Iteration 59Q: 3 clusters Score -3498048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3498046.750000 Penalty: 5064.332031
	Iteration 60F: 3 clusters Score -3498047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3498045.000000 Penalty: 5064.332031
	Iteration 61Q: 3 clusters Score -3498045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3498045.500000 Penalty: 5064.332031
	Iteration 62Q: 3 clusters Score -3498046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3498047.250000 Penalty: 5064.332031
	Iteration 63Q: 3 clusters Score -3498047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3498049.000000 Penalty: 5064.332031
	Iteration 64Q: 3 clusters Score -3498049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3498047.750000 Penalty: 5064.332031
	Iteration 65Q: 3 clusters Score -3498048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3498047.750000 Penalty: 5064.332031
	Iteration 66F: 3 clusters Score -3498048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Entering Unmasked Estep 
Score: -9829886.000000 Penalty: 2778.836670
	Iteration 0F: 2 clusters Score -9829886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -9780526.000000 Penalty: 5557.673340
	Iteration 0F: 3 clusters Score -9780526 nChanged 34557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -9799723.000000 Penalty: 5557.673340
	Iteration 1F: 3 clusters Score -9799723 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9800540.000000 Penalty: 5557.673340
	Iteration 2Q: 3 clusters Score -9800540 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -9801654.000000 Penalty: 5557.673340
	Iteration 3Q: 3 clusters Score -9801654 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9803168.000000 Penalty: 5557.673340
	Iteration 4Q: 3 clusters Score -9803168 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -9805388.000000 Penalty: 5557.673340
	Iteration 5F: 3 clusters Score -9805388 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9808321.000000 Penalty: 5557.673340
	Iteration 6F: 3 clusters Score -9808321 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -9811837.000000 Penalty: 5557.673340
	Iteration 7F: 3 clusters Score -9811837 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -9815309.000000 Penalty: 5557.673340
	Iteration 8F: 3 clusters Score -9815309 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -9818705.000000 Penalty: 5557.673340
	Iteration 9F: 3 clusters Score -9818705 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -9821632.000000 Penalty: 5557.673340
	Iteration 10F: 3 clusters Score -9821632 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -9823874.000000 Penalty: 5557.673340
	Iteration 11Q: 3 clusters Score -9823874 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -9825279.000000 Penalty: 5557.673340
	Iteration 12Q: 3 clusters Score -9825279 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -9826204.000000 Penalty: 5557.673340
	Iteration 13Q: 3 clusters Score -9826204 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -9826774.000000 Penalty: 5557.673340
	Iteration 14Q: 3 clusters Score -9826774 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -9826991.000000 Penalty: 5557.673340
	Iteration 15Q: 3 clusters Score -9826991 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -9827178.000000 Penalty: 5557.673340
	Iteration 16Q: 3 clusters Score -9827178 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -9827263.000000 Penalty: 5557.673340
	Iteration 17Q: 3 clusters Score -9827263 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -9827346.000000 Penalty: 5557.673340
	Iteration 18Q: 3 clusters Score -9827346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -9827411.000000 Penalty: 5557.673340
	Iteration 19Q: 3 clusters Score -9827411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -9827464.000000 Penalty: 5557.673340
	Iteration 20F: 3 clusters Score -9827464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -9827495.000000 Penalty: 5557.673340
	Iteration 21Q: 3 clusters Score -9827495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -9827510.000000 Penalty: 5557.673340
	Iteration 22Q: 3 clusters Score -9827510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9827539.000000 Penalty: 5557.673340
	Iteration 23Q: 3 clusters Score -9827539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -9827549.000000 Penalty: 5557.673340
	Iteration 24Q: 3 clusters Score -9827549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -9827570.000000 Penalty: 5557.673340
	Iteration 25Q: 3 clusters Score -9827570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -9827588.000000 Penalty: 5557.673340
	Iteration 26Q: 3 clusters Score -9827588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -9827582.000000 Penalty: 5557.673340
	Iteration 27Q: 3 clusters Score -9827582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -9827585.000000 Penalty: 5557.673340
	Iteration 28Q: 3 clusters Score -9827585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -9827586.000000 Penalty: 5557.673340
	Iteration 29Q: 3 clusters Score -9827586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -9827592.000000 Penalty: 5557.673340
	Iteration 30Q: 3 clusters Score -9827592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -9827603.000000 Penalty: 5557.673340
	Iteration 31Q: 3 clusters Score -9827603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9827604.000000 Penalty: 5557.673340
	Iteration 32Q: 3 clusters Score -9827604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -9827612.000000 Penalty: 5557.673340
	Iteration 33Q: 3 clusters Score -9827612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -9827611.000000 Penalty: 5557.673340
	Iteration 34Q: 3 clusters Score -9827611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -9827623.000000 Penalty: 5557.673340
	Iteration 35Q: 3 clusters Score -9827623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -9827624.000000 Penalty: 5557.673340
	Iteration 36Q: 3 clusters Score -9827624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9827620.000000 Penalty: 5557.673340
	Iteration 37Q: 3 clusters Score -9827620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9827620.000000 Penalty: 5557.673340
	Iteration 38F: 3 clusters Score -9827620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Entering Unmasked Estep 
Score: -5567581.500000 Penalty: 2630.984863
	Iteration 0F: 2 clusters Score -5567582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5540157.000000 Penalty: 5261.969727
	Iteration 0F: 3 clusters Score -5540157 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5550154.500000 Penalty: 5261.969727
	Iteration 1F: 3 clusters Score -5550154 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5550607.000000 Penalty: 5261.969727
	Iteration 2Q: 3 clusters Score -5550607 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5551046.500000 Penalty: 5261.969727
	Iteration 3Q: 3 clusters Score -5551046 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5551447.500000 Penalty: 5261.969727
	Iteration 4Q: 3 clusters Score -5551448 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5551877.000000 Penalty: 5261.969727
	Iteration 5Q: 3 clusters Score -5551877 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5552410.000000 Penalty: 5261.969727
	Iteration 6Q: 3 clusters Score -5552410 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5553051.000000 Penalty: 5261.969727
	Iteration 7Q: 3 clusters Score -5553051 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5554054.500000 Penalty: 5261.969727
	Iteration 8Q: 3 clusters Score -5554054 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -5555565.000000 Penalty: 5261.969727
	Iteration 9F: 3 clusters Score -5555565 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5557632.500000 Penalty: 5261.969727
	Iteration 10F: 3 clusters Score -5557632 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -5560025.500000 Penalty: 5261.969727
	Iteration 11F: 3 clusters Score -5560026 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5562316.000000 Penalty: 5261.969727
	Iteration 12F: 3 clusters Score -5562316 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5563821.500000 Penalty: 5261.969727
	Iteration 13Q: 3 clusters Score -5563822 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5564552.000000 Penalty: 5261.969727
	Iteration 14Q: 3 clusters Score -5564552 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5564916.000000 Penalty: 5261.969727
	Iteration 15Q: 3 clusters Score -5564916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5565072.000000 Penalty: 5261.969727
	Iteration 16Q: 3 clusters Score -5565072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5565152.000000 Penalty: 5261.969727
	Iteration 17Q: 3 clusters Score -5565152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5565199.500000 Penalty: 5261.969727
	Iteration 18Q: 3 clusters Score -5565200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5565216.000000 Penalty: 5261.969727
	Iteration 19Q: 3 clusters Score -5565216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5565237.000000 Penalty: 5261.969727
	Iteration 20F: 3 clusters Score -5565237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5565257.500000 Penalty: 5261.969727
	Iteration 21Q: 3 clusters Score -5565258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5565270.000000 Penalty: 5261.969727
	Iteration 22Q: 3 clusters Score -5565270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5565275.500000 Penalty: 5261.969727
	Iteration 23Q: 3 clusters Score -5565276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5565278.500000 Penalty: 5261.969727
	Iteration 24Q: 3 clusters Score -5565278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5565283.500000 Penalty: 5261.969727
	Iteration 25Q: 3 clusters Score -5565284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5565280.500000 Penalty: 5261.969727
	Iteration 26Q: 3 clusters Score -5565280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5565281.000000 Penalty: 5261.969727
	Iteration 27Q: 3 clusters Score -5565281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5565279.500000 Penalty: 5261.969727
	Iteration 28Q: 3 clusters Score -5565280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5565279.500000 Penalty: 5261.969727
	Iteration 29F: 3 clusters Score -5565280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -323446.281250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -323446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -320528.625000 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -320528.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321053.625000 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -321053.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321193.250000 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -321193.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321279.031250 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -321279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -321338.843750 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -321338.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321384.625000 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -321384.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321415.656250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -321415.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321448.656250 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -321448.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321478.312500 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -321478.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321494.750000 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -321494.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321510.281250 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -321510.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -321527.031250 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -321527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -321539.062500 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -321539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321544.312500 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -321544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321550.906250 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -321550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321558.593750 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -321558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321562.781250 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -321562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321572.125000 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -321572.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321580.812500 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -321580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321586.812500 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -321586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -321594.750000 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -321594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -321607.187500 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -321607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -321615.312500 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -321615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -321623.375000 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -321623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321635.218750 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -321635.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321652.375000 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -321652.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321671.031250 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -321671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -321694.843750 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -321694.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321733.218750 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -321733.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -321808.250000 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -321808.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -321877.718750 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -321877.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321944.375000 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -321944.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -321992.750000 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -321992.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -322033.343750 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -322033.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -322065.843750 Penalty: 3863.364014
	Iteration 34Q: 3 clusters Score -322065.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322097.343750 Penalty: 3863.364014
	Iteration 35Q: 3 clusters Score -322097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -322126.437500 Penalty: 3863.364014
	Iteration 36Q: 3 clusters Score -322126.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -322157.625000 Penalty: 3863.364014
	Iteration 37Q: 3 clusters Score -322157.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -322185.312500 Penalty: 3863.364014
	Iteration 38Q: 3 clusters Score -322185.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322200.750000 Penalty: 3863.364014
	Iteration 39Q: 3 clusters Score -322200.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322221.718750 Penalty: 3863.364014
	Iteration 40F: 3 clusters Score -322221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -322237.656250 Penalty: 3863.364014
	Iteration 41Q: 3 clusters Score -322237.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322249.562500 Penalty: 3863.364014
	Iteration 42Q: 3 clusters Score -322249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -322263.218750 Penalty: 3863.364014
	Iteration 43Q: 3 clusters Score -322263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -322274.250000 Penalty: 3863.364014
	Iteration 44Q: 3 clusters Score -322274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -322279.343750 Penalty: 3863.364014
	Iteration 45Q: 3 clusters Score -322279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -322283.531250 Penalty: 3863.364014
	Iteration 46Q: 3 clusters Score -322283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -322289.312500 Penalty: 3863.364014
	Iteration 47Q: 3 clusters Score -322289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -322293.312500 Penalty: 3863.364014
	Iteration 48Q: 3 clusters Score -322293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -322294.718750 Penalty: 3863.364014
	Iteration 49Q: 3 clusters Score -322294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -322295.312500 Penalty: 3863.364014
	Iteration 50Q: 3 clusters Score -322295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -322295.312500 Penalty: 3863.364014
	Iteration 51F: 3 clusters Score -322295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Entering Unmasked Estep 
Score: -2617696.250000 Penalty: 2443.226807
	Iteration 0F: 2 clusters Score -2617696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2604247.750000 Penalty: 4886.453613
	Iteration 0F: 3 clusters Score -2604248 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2608788.250000 Penalty: 4886.453613
	Iteration 1F: 3 clusters Score -2608788 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2609168.250000 Penalty: 4886.453613
	Iteration 2F: 3 clusters Score -2609168 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2609487.000000 Penalty: 4886.453613
	Iteration 3Q: 3 clusters Score -2609487 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2609750.750000 Penalty: 4886.453613
	Iteration 4Q: 3 clusters Score -2609751 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2610060.500000 Penalty: 4886.453613
	Iteration 5Q: 3 clusters Score -2610060 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2610480.000000 Penalty: 4886.453613
	Iteration 6Q: 3 clusters Score -2610480 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2611064.250000 Penalty: 4886.453613
	Iteration 7F: 3 clusters Score -2611064 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2611944.500000 Penalty: 4886.453613
	Iteration 8F: 3 clusters Score -2611944 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2613044.000000 Penalty: 4886.453613
	Iteration 9F: 3 clusters Score -2613044 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2614143.500000 Penalty: 4886.453613
	Iteration 10F: 3 clusters Score -2614144 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2614953.250000 Penalty: 4886.453613
	Iteration 11Q: 3 clusters Score -2614953 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2615448.250000 Penalty: 4886.453613
	Iteration 12Q: 3 clusters Score -2615448 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2615754.000000 Penalty: 4886.453613
	Iteration 13Q: 3 clusters Score -2615754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2615912.500000 Penalty: 4886.453613
	Iteration 14Q: 3 clusters Score -2615912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2616062.250000 Penalty: 4886.453613
	Iteration 15Q: 3 clusters Score -2616062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2616160.500000 Penalty: 4886.453613
	Iteration 16Q: 3 clusters Score -2616160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2616227.250000 Penalty: 4886.453613
	Iteration 17Q: 3 clusters Score -2616227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2616303.500000 Penalty: 4886.453613
	Iteration 18Q: 3 clusters Score -2616304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2616344.000000 Penalty: 4886.453613
	Iteration 19Q: 3 clusters Score -2616344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2616378.250000 Penalty: 4886.453613
	Iteration 20F: 3 clusters Score -2616378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2616405.500000 Penalty: 4886.453613
	Iteration 21Q: 3 clusters Score -2616406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2616424.000000 Penalty: 4886.453613
	Iteration 22Q: 3 clusters Score -2616424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2616446.250000 Penalty: 4886.453613
	Iteration 23Q: 3 clusters Score -2616446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2616445.750000 Penalty: 4886.453613
	Iteration 24Q: 3 clusters Score -2616446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2616458.750000 Penalty: 4886.453613
	Iteration 25Q: 3 clusters Score -2616459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2616470.000000 Penalty: 4886.453613
	Iteration 26Q: 3 clusters Score -2616470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2616471.250000 Penalty: 4886.453613
	Iteration 27Q: 3 clusters Score -2616471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2616476.500000 Penalty: 4886.453613
	Iteration 28Q: 3 clusters Score -2616476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2616484.750000 Penalty: 4886.453613
	Iteration 29Q: 3 clusters Score -2616485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2616489.500000 Penalty: 4886.453613
	Iteration 30Q: 3 clusters Score -2616490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2616499.500000 Penalty: 4886.453613
	Iteration 31Q: 3 clusters Score -2616500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2616493.000000 Penalty: 4886.453613
	Iteration 32Q: 3 clusters Score -2616493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2616494.000000 Penalty: 4886.453613
	Iteration 33Q: 3 clusters Score -2616494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2616502.000000 Penalty: 4886.453613
	Iteration 34Q: 3 clusters Score -2616502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2616499.000000 Penalty: 4886.453613
	Iteration 35Q: 3 clusters Score -2616499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2616500.500000 Penalty: 4886.453613
	Iteration 36Q: 3 clusters Score -2616500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2616504.750000 Penalty: 4886.453613
	Iteration 37Q: 3 clusters Score -2616505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2616503.500000 Penalty: 4886.453613
	Iteration 38Q: 3 clusters Score -2616504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2616504.250000 Penalty: 4886.453613
	Iteration 39Q: 3 clusters Score -2616504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2616504.000000 Penalty: 4886.453613
	Iteration 40F: 3 clusters Score -2616504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2616506.750000 Penalty: 4886.453613
	Iteration 41Q: 3 clusters Score -2616507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2616506.750000 Penalty: 4886.453613
	Iteration 42F: 3 clusters Score -2616507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -133629.375000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -133629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131612.312500 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -131612.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131902.750000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -131902.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131978.125000 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -131978.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132030.015625 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -132030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132079.468750 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -132079.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132160.375000 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -132160.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132243.468750 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -132243.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132356.937500 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -132356.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132489.093750 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -132489.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132668.296875 Penalty: 3456.083008
	Iteration 9F: 3 clusters Score -132668.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132846.671875 Penalty: 3456.083008
	Iteration 10F: 3 clusters Score -132846.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133058.921875 Penalty: 3456.083008
	Iteration 11F: 3 clusters Score -133058.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133314.281250 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -133314.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133642.156250 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -133642.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133838.484375 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -133838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133887.906250 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -133887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133917.265625 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -133917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133928.000000 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -133928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133935.140625 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -133935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133941.171875 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -133941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133942.578125 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -133942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133945.578125 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -133945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133945.578125 Penalty: 3456.083008
	Iteration 22F: 3 clusters Score -133945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233988 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27074 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40490 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30985 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 585 members 
Entering Unmasked Estep 
Score: -134142456.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134143920.000000 to -134142456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Entering Unmasked Estep 
Score: -4538793.000000 Penalty: 2585.278809
	Iteration 0F: 2 clusters Score -4538793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4515955.000000 Penalty: 5170.557617
	Iteration 0F: 3 clusters Score -4515955 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4524269.000000 Penalty: 5170.557617
	Iteration 1F: 3 clusters Score -4524269 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4524781.500000 Penalty: 5170.557617
	Iteration 2Q: 3 clusters Score -4524782 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4525346.500000 Penalty: 5170.557617
	Iteration 3Q: 3 clusters Score -4525346 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4525974.000000 Penalty: 5170.557617
	Iteration 4Q: 3 clusters Score -4525974 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4526715.000000 Penalty: 5170.557617
	Iteration 5Q: 3 clusters Score -4526715 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4527494.000000 Penalty: 5170.557617
	Iteration 6Q: 3 clusters Score -4527494 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4528420.000000 Penalty: 5170.557617
	Iteration 7F: 3 clusters Score -4528420 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4529329.000000 Penalty: 5170.557617
	Iteration 8F: 3 clusters Score -4529329 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4530235.000000 Penalty: 5170.557617
	Iteration 9F: 3 clusters Score -4530235 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4531027.500000 Penalty: 5170.557617
	Iteration 10Q: 3 clusters Score -4531028 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4531707.500000 Penalty: 5170.557617
	Iteration 11Q: 3 clusters Score -4531708 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4532316.500000 Penalty: 5170.557617
	Iteration 12Q: 3 clusters Score -4532316 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -4532925.500000 Penalty: 5170.557617
	Iteration 13Q: 3 clusters Score -4532926 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4533561.500000 Penalty: 5170.557617
	Iteration 14Q: 3 clusters Score -4533562 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4534631.500000 Penalty: 5170.557617
	Iteration 15Q: 3 clusters Score -4534632 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4535815.500000 Penalty: 5170.557617
	Iteration 16Q: 3 clusters Score -4535816 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4536165.500000 Penalty: 5170.557617
	Iteration 17Q: 3 clusters Score -4536166 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4536338.000000 Penalty: 5170.557617
	Iteration 18Q: 3 clusters Score -4536338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4536437.500000 Penalty: 5170.557617
	Iteration 19Q: 3 clusters Score -4536438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4536524.000000 Penalty: 5170.557617
	Iteration 20F: 3 clusters Score -4536524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4536593.500000 Penalty: 5170.557617
	Iteration 21Q: 3 clusters Score -4536594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4536630.500000 Penalty: 5170.557617
	Iteration 22Q: 3 clusters Score -4536630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4536677.500000 Penalty: 5170.557617
	Iteration 23Q: 3 clusters Score -4536678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4536704.500000 Penalty: 5170.557617
	Iteration 24Q: 3 clusters Score -4536704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4536726.000000 Penalty: 5170.557617
	Iteration 25Q: 3 clusters Score -4536726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4536724.000000 Penalty: 5170.557617
	Iteration 26Q: 3 clusters Score -4536724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4536741.500000 Penalty: 5170.557617
	Iteration 27Q: 3 clusters Score -4536742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4536756.000000 Penalty: 5170.557617
	Iteration 28Q: 3 clusters Score -4536756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4536772.000000 Penalty: 5170.557617
	Iteration 29Q: 3 clusters Score -4536772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4536773.000000 Penalty: 5170.557617
	Iteration 30Q: 3 clusters Score -4536773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4536782.500000 Penalty: 5170.557617
	Iteration 31Q: 3 clusters Score -4536782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4536790.500000 Penalty: 5170.557617
	Iteration 32Q: 3 clusters Score -4536790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4536796.000000 Penalty: 5170.557617
	Iteration 33Q: 3 clusters Score -4536796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4536799.500000 Penalty: 5170.557617
	Iteration 34Q: 3 clusters Score -4536800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4536804.000000 Penalty: 5170.557617
	Iteration 35Q: 3 clusters Score -4536804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -4536798.000000 Penalty: 5170.557617
	Iteration 36Q: 3 clusters Score -4536798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4536812.500000 Penalty: 5170.557617
	Iteration 37Q: 3 clusters Score -4536812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4536826.000000 Penalty: 5170.557617
	Iteration 38Q: 3 clusters Score -4536826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4536828.500000 Penalty: 5170.557617
	Iteration 39Q: 3 clusters Score -4536828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4536828.000000 Penalty: 5170.557617
	Iteration 40F: 3 clusters Score -4536828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4536830.000000 Penalty: 5170.557617
	Iteration 41Q: 3 clusters Score -4536830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4536834.500000 Penalty: 5170.557617
	Iteration 42Q: 3 clusters Score -4536834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4536831.000000 Penalty: 5170.557617
	Iteration 43Q: 3 clusters Score -4536831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4536833.000000 Penalty: 5170.557617
	Iteration 44Q: 3 clusters Score -4536833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4536834.000000 Penalty: 5170.557617
	Iteration 45Q: 3 clusters Score -4536834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4536835.500000 Penalty: 5170.557617
	Iteration 46Q: 3 clusters Score -4536836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4536837.500000 Penalty: 5170.557617
	Iteration 47Q: 3 clusters Score -4536838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4536836.500000 Penalty: 5170.557617
	Iteration 48Q: 3 clusters Score -4536836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4536837.000000 Penalty: 5170.557617
	Iteration 49Q: 3 clusters Score -4536837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4536837.000000 Penalty: 5170.557617
	Iteration 50F: 3 clusters Score -4536837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Entering Unmasked Estep 
Score: -2864655.500000 Penalty: 2465.529297
	Iteration 0F: 2 clusters Score -2864656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2849918.750000 Penalty: 4931.058594
	Iteration 0F: 3 clusters Score -2849919 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2854851.500000 Penalty: 4931.058594
	Iteration 1F: 3 clusters Score -2854852 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2855283.000000 Penalty: 4931.058594
	Iteration 2F: 3 clusters Score -2855283 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2855708.750000 Penalty: 4931.058594
	Iteration 3Q: 3 clusters Score -2855709 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2856146.250000 Penalty: 4931.058594
	Iteration 4Q: 3 clusters Score -2856146 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2856585.750000 Penalty: 4931.058594
	Iteration 5Q: 3 clusters Score -2856586 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2857131.750000 Penalty: 4931.058594
	Iteration 6Q: 3 clusters Score -2857132 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2857718.250000 Penalty: 4931.058594
	Iteration 7F: 3 clusters Score -2857718 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2858311.500000 Penalty: 4931.058594
	Iteration 8F: 3 clusters Score -2858312 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2858925.000000 Penalty: 4931.058594
	Iteration 9F: 3 clusters Score -2858925 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2859546.000000 Penalty: 4931.058594
	Iteration 10Q: 3 clusters Score -2859546 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2860123.250000 Penalty: 4931.058594
	Iteration 11Q: 3 clusters Score -2860123 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2860613.500000 Penalty: 4931.058594
	Iteration 12Q: 3 clusters Score -2860614 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2860963.250000 Penalty: 4931.058594
	Iteration 13Q: 3 clusters Score -2860963 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2861212.250000 Penalty: 4931.058594
	Iteration 14Q: 3 clusters Score -2861212 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2861372.000000 Penalty: 4931.058594
	Iteration 15Q: 3 clusters Score -2861372 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2861475.500000 Penalty: 4931.058594
	Iteration 16Q: 3 clusters Score -2861476 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2861568.750000 Penalty: 4931.058594
	Iteration 17Q: 3 clusters Score -2861569 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2861645.750000 Penalty: 4931.058594
	Iteration 18Q: 3 clusters Score -2861646 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2861691.000000 Penalty: 4931.058594
	Iteration 19Q: 3 clusters Score -2861691 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2861754.000000 Penalty: 4931.058594
	Iteration 20F: 3 clusters Score -2861754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2861790.750000 Penalty: 4931.058594
	Iteration 21Q: 3 clusters Score -2861791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2861827.500000 Penalty: 4931.058594
	Iteration 22Q: 3 clusters Score -2861828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2861860.000000 Penalty: 4931.058594
	Iteration 23Q: 3 clusters Score -2861860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2861898.750000 Penalty: 4931.058594
	Iteration 24Q: 3 clusters Score -2861899 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2861940.500000 Penalty: 4931.058594
	Iteration 25Q: 3 clusters Score -2861940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2861984.000000 Penalty: 4931.058594
	Iteration 26Q: 3 clusters Score -2861984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2862011.500000 Penalty: 4931.058594
	Iteration 27Q: 3 clusters Score -2862012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2862035.500000 Penalty: 4931.058594
	Iteration 28Q: 3 clusters Score -2862036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2862060.750000 Penalty: 4931.058594
	Iteration 29Q: 3 clusters Score -2862061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2862088.750000 Penalty: 4931.058594
	Iteration 30Q: 3 clusters Score -2862089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2862100.000000 Penalty: 4931.058594
	Iteration 31Q: 3 clusters Score -2862100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2862131.000000 Penalty: 4931.058594
	Iteration 32Q: 3 clusters Score -2862131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2862148.750000 Penalty: 4931.058594
	Iteration 33Q: 3 clusters Score -2862149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2862176.500000 Penalty: 4931.058594
	Iteration 34Q: 3 clusters Score -2862176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2862193.000000 Penalty: 4931.058594
	Iteration 35Q: 3 clusters Score -2862193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2862219.500000 Penalty: 4931.058594
	Iteration 36Q: 3 clusters Score -2862220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2862238.500000 Penalty: 4931.058594
	Iteration 37Q: 3 clusters Score -2862238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2862267.750000 Penalty: 4931.058594
	Iteration 38Q: 3 clusters Score -2862268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2862297.750000 Penalty: 4931.058594
	Iteration 39Q: 3 clusters Score -2862298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2862319.500000 Penalty: 4931.058594
	Iteration 40F: 3 clusters Score -2862320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2862341.250000 Penalty: 4931.058594
	Iteration 41Q: 3 clusters Score -2862341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2862370.000000 Penalty: 4931.058594
	Iteration 42Q: 3 clusters Score -2862370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2862405.250000 Penalty: 4931.058594
	Iteration 43Q: 3 clusters Score -2862405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2862414.250000 Penalty: 4931.058594
	Iteration 44Q: 3 clusters Score -2862414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2862429.500000 Penalty: 4931.058594
	Iteration 45Q: 3 clusters Score -2862430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2862441.500000 Penalty: 4931.058594
	Iteration 46Q: 3 clusters Score -2862442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2862451.750000 Penalty: 4931.058594
	Iteration 47Q: 3 clusters Score -2862452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2862465.750000 Penalty: 4931.058594
	Iteration 48Q: 3 clusters Score -2862466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2862472.750000 Penalty: 4931.058594
	Iteration 49Q: 3 clusters Score -2862473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2862486.250000 Penalty: 4931.058594
	Iteration 50Q: 3 clusters Score -2862486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2862498.500000 Penalty: 4931.058594
	Iteration 51Q: 3 clusters Score -2862498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2862497.750000 Penalty: 4931.058594
	Iteration 52Q: 3 clusters Score -2862498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2862498.750000 Penalty: 4931.058594
	Iteration 53Q: 3 clusters Score -2862499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2862500.250000 Penalty: 4931.058594
	Iteration 54Q: 3 clusters Score -2862500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2862495.500000 Penalty: 4931.058594
	Iteration 55Q: 3 clusters Score -2862496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2862505.250000 Penalty: 4931.058594
	Iteration 56Q: 3 clusters Score -2862505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2862506.750000 Penalty: 4931.058594
	Iteration 57Q: 3 clusters Score -2862507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2862503.750000 Penalty: 4931.058594
	Iteration 58Q: 3 clusters Score -2862504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2862503.000000 Penalty: 4931.058594
	Iteration 59Q: 3 clusters Score -2862503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2862507.500000 Penalty: 4931.058594
	Iteration 60F: 3 clusters Score -2862508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2862511.750000 Penalty: 4931.058594
	Iteration 61Q: 3 clusters Score -2862512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2862510.500000 Penalty: 4931.058594
	Iteration 62Q: 3 clusters Score -2862510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2862514.250000 Penalty: 4931.058594
	Iteration 63Q: 3 clusters Score -2862514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2862514.250000 Penalty: 4931.058594
	Iteration 64Q: 3 clusters Score -2862514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2862515.500000 Penalty: 4931.058594
	Iteration 65Q: 3 clusters Score -2862516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2862523.250000 Penalty: 4931.058594
	Iteration 66Q: 3 clusters Score -2862523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2862526.000000 Penalty: 4931.058594
	Iteration 67Q: 3 clusters Score -2862526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2862520.000000 Penalty: 4931.058594
	Iteration 68Q: 3 clusters Score -2862520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2862524.000000 Penalty: 4931.058594
	Iteration 69Q: 3 clusters Score -2862524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2862522.500000 Penalty: 4931.058594
	Iteration 70Q: 3 clusters Score -2862522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2862528.500000 Penalty: 4931.058594
	Iteration 71Q: 3 clusters Score -2862528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2862524.750000 Penalty: 4931.058594
	Iteration 72Q: 3 clusters Score -2862525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2862530.500000 Penalty: 4931.058594
	Iteration 73Q: 3 clusters Score -2862530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2862544.750000 Penalty: 4931.058594
	Iteration 74Q: 3 clusters Score -2862545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2862546.000000 Penalty: 4931.058594
	Iteration 75Q: 3 clusters Score -2862546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2862543.750000 Penalty: 4931.058594
	Iteration 76Q: 3 clusters Score -2862544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2862541.500000 Penalty: 4931.058594
	Iteration 77Q: 3 clusters Score -2862542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2862548.750000 Penalty: 4931.058594
	Iteration 78Q: 3 clusters Score -2862549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2862552.000000 Penalty: 4931.058594
	Iteration 79Q: 3 clusters Score -2862552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2862552.750000 Penalty: 4931.058594
	Iteration 80F: 3 clusters Score -2862553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2862550.500000 Penalty: 4931.058594
	Iteration 81Q: 3 clusters Score -2862550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2862551.500000 Penalty: 4931.058594
	Iteration 82Q: 3 clusters Score -2862552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2862558.000000 Penalty: 4931.058594
	Iteration 83Q: 3 clusters Score -2862558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2862561.750000 Penalty: 4931.058594
	Iteration 84Q: 3 clusters Score -2862562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2862558.250000 Penalty: 4931.058594
	Iteration 85Q: 3 clusters Score -2862558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2862556.750000 Penalty: 4931.058594
	Iteration 86Q: 3 clusters Score -2862557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2862556.250000 Penalty: 4931.058594
	Iteration 87Q: 3 clusters Score -2862556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2862556.250000 Penalty: 4931.058594
	Iteration 88Q: 3 clusters Score -2862556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2862557.250000 Penalty: 4931.058594
	Iteration 89Q: 3 clusters Score -2862557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2862563.750000 Penalty: 4931.058594
	Iteration 90Q: 3 clusters Score -2862564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2862563.000000 Penalty: 4931.058594
	Iteration 91Q: 3 clusters Score -2862563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2862569.500000 Penalty: 4931.058594
	Iteration 92Q: 3 clusters Score -2862570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2862567.250000 Penalty: 4931.058594
	Iteration 93Q: 3 clusters Score -2862567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2862569.500000 Penalty: 4931.058594
	Iteration 94Q: 3 clusters Score -2862570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2862573.750000 Penalty: 4931.058594
	Iteration 95Q: 3 clusters Score -2862574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2862574.750000 Penalty: 4931.058594
	Iteration 96Q: 3 clusters Score -2862575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2862574.250000 Penalty: 4931.058594
	Iteration 97Q: 3 clusters Score -2862574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2862578.500000 Penalty: 4931.058594
	Iteration 98Q: 3 clusters Score -2862578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2862585.000000 Penalty: 4931.058594
	Iteration 99Q: 3 clusters Score -2862585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2862586.500000 Penalty: 4931.058594
	Iteration 100F: 3 clusters Score -2862586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2862590.250000 Penalty: 4931.058594
	Iteration 101Q: 3 clusters Score -2862590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2862592.000000 Penalty: 4931.058594
	Iteration 102Q: 3 clusters Score -2862592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2862595.500000 Penalty: 4931.058594
	Iteration 103Q: 3 clusters Score -2862596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2862606.750000 Penalty: 4931.058594
	Iteration 104Q: 3 clusters Score -2862607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2862610.250000 Penalty: 4931.058594
	Iteration 105Q: 3 clusters Score -2862610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2862611.250000 Penalty: 4931.058594
	Iteration 106Q: 3 clusters Score -2862611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2862623.500000 Penalty: 4931.058594
	Iteration 107Q: 3 clusters Score -2862624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2862627.250000 Penalty: 4931.058594
	Iteration 108Q: 3 clusters Score -2862627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2862636.250000 Penalty: 4931.058594
	Iteration 109Q: 3 clusters Score -2862636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2862645.000000 Penalty: 4931.058594
	Iteration 110Q: 3 clusters Score -2862645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2862650.000000 Penalty: 4931.058594
	Iteration 111Q: 3 clusters Score -2862650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2862661.500000 Penalty: 4931.058594
	Iteration 112Q: 3 clusters Score -2862662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2862661.500000 Penalty: 4931.058594
	Iteration 113Q: 3 clusters Score -2862662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2862662.500000 Penalty: 4931.058594
	Iteration 114Q: 3 clusters Score -2862662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2862664.000000 Penalty: 4931.058594
	Iteration 115Q: 3 clusters Score -2862664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2862670.000000 Penalty: 4931.058594
	Iteration 116Q: 3 clusters Score -2862670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2862667.500000 Penalty: 4931.058594
	Iteration 117Q: 3 clusters Score -2862668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2862671.500000 Penalty: 4931.058594
	Iteration 118Q: 3 clusters Score -2862672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2862675.000000 Penalty: 4931.058594
	Iteration 119Q: 3 clusters Score -2862675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2862678.000000 Penalty: 4931.058594
	Iteration 120F: 3 clusters Score -2862678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2862677.000000 Penalty: 4931.058594
	Iteration 121Q: 3 clusters Score -2862677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2862682.500000 Penalty: 4931.058594
	Iteration 122Q: 3 clusters Score -2862682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2862681.500000 Penalty: 4931.058594
	Iteration 123Q: 3 clusters Score -2862682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2862684.250000 Penalty: 4931.058594
	Iteration 124Q: 3 clusters Score -2862684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2862685.000000 Penalty: 4931.058594
	Iteration 125Q: 3 clusters Score -2862685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2862689.750000 Penalty: 4931.058594
	Iteration 126Q: 3 clusters Score -2862690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2862692.000000 Penalty: 4931.058594
	Iteration 127Q: 3 clusters Score -2862692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2862690.500000 Penalty: 4931.058594
	Iteration 128Q: 3 clusters Score -2862690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2862694.250000 Penalty: 4931.058594
	Iteration 129Q: 3 clusters Score -2862694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2862695.500000 Penalty: 4931.058594
	Iteration 130Q: 3 clusters Score -2862696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2862705.250000 Penalty: 4931.058594
	Iteration 131Q: 3 clusters Score -2862705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2862706.500000 Penalty: 4931.058594
	Iteration 132Q: 3 clusters Score -2862706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2862707.750000 Penalty: 4931.058594
	Iteration 133Q: 3 clusters Score -2862708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2862715.750000 Penalty: 4931.058594
	Iteration 134Q: 3 clusters Score -2862716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2862717.000000 Penalty: 4931.058594
	Iteration 135Q: 3 clusters Score -2862717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2862721.000000 Penalty: 4931.058594
	Iteration 136Q: 3 clusters Score -2862721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2862723.250000 Penalty: 4931.058594
	Iteration 137Q: 3 clusters Score -2862723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2862730.000000 Penalty: 4931.058594
	Iteration 138Q: 3 clusters Score -2862730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2862735.500000 Penalty: 4931.058594
	Iteration 139Q: 3 clusters Score -2862736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2862734.250000 Penalty: 4931.058594
	Iteration 140F: 3 clusters Score -2862734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2862736.500000 Penalty: 4931.058594
	Iteration 141Q: 3 clusters Score -2862736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2862740.000000 Penalty: 4931.058594
	Iteration 142Q: 3 clusters Score -2862740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2862742.500000 Penalty: 4931.058594
	Iteration 143Q: 3 clusters Score -2862742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2862748.750000 Penalty: 4931.058594
	Iteration 144Q: 3 clusters Score -2862749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2862747.250000 Penalty: 4931.058594
	Iteration 145Q: 3 clusters Score -2862747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2862749.750000 Penalty: 4931.058594
	Iteration 146Q: 3 clusters Score -2862750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2862749.750000 Penalty: 4931.058594
	Iteration 147Q: 3 clusters Score -2862750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2862757.500000 Penalty: 4931.058594
	Iteration 148Q: 3 clusters Score -2862758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2862757.500000 Penalty: 4931.058594
	Iteration 149Q: 3 clusters Score -2862758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2862762.000000 Penalty: 4931.058594
	Iteration 150Q: 3 clusters Score -2862762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2862763.750000 Penalty: 4931.058594
	Iteration 151Q: 3 clusters Score -2862764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2862765.000000 Penalty: 4931.058594
	Iteration 152Q: 3 clusters Score -2862765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2862764.250000 Penalty: 4931.058594
	Iteration 153Q: 3 clusters Score -2862764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2862763.750000 Penalty: 4931.058594
	Iteration 154Q: 3 clusters Score -2862764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2862763.250000 Penalty: 4931.058594
	Iteration 155Q: 3 clusters Score -2862763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2862763.250000 Penalty: 4931.058594
	Iteration 156Q: 3 clusters Score -2862763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2862763.750000 Penalty: 4931.058594
	Iteration 157Q: 3 clusters Score -2862764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2862764.500000 Penalty: 4931.058594
	Iteration 158Q: 3 clusters Score -2862764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2862766.500000 Penalty: 4931.058594
	Iteration 159Q: 3 clusters Score -2862766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2862768.500000 Penalty: 4931.058594
	Iteration 160F: 3 clusters Score -2862768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2862766.500000 Penalty: 4931.058594
	Iteration 161Q: 3 clusters Score -2862766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2862766.750000 Penalty: 4931.058594
	Iteration 162Q: 3 clusters Score -2862767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2862766.750000 Penalty: 4931.058594
	Iteration 163F: 3 clusters Score -2862767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -765372.625000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -765372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -760381.375000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -760381.4 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -761806.062500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -761806.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -762135.000000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -762135 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -762385.812500 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -762385.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -762589.250000 Penalty: 4296.859863
	Iteration 4F: 3 clusters Score -762589.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -762796.187500 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -762796.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -763049.062500 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -763049.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -763331.812500 Penalty: 4296.859863
	Iteration 7F: 3 clusters Score -763331.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -763592.750000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -763592.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -763808.312500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -763808.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -763942.437500 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -763942.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -764046.125000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -764046.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -764138.500000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -764138.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -764202.125000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -764202.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -764267.187500 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -764267.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -764316.250000 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -764316.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -764340.687500 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -764340.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -764357.375000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -764357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -764369.437500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -764369.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -764373.687500 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -764373.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -764377.125000 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -764377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -764380.062500 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -764380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -764383.250000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -764383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -764384.125000 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -764384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -764385.250000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -764385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -764386.687500 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -764386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -764386.687500 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -764386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -764386.625000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -764386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -764390.187500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -764390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -764392.687500 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -764392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -764394.750000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -764394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -764396.125000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -764396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -764398.000000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -764398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -764398.437500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -764398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -764399.000000 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -764399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -764401.062500 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -764401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -764401.437500 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -764401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -764404.687500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -764404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -764402.500000 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -764402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -764403.375000 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -764403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -764403.875000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -764403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -764405.750000 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -764405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -764405.750000 Penalty: 4296.859863
	Iteration 42F: 3 clusters Score -764405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -361991.375000 Penalty: 1964.360840
	Iteration 0F: 2 clusters Score -361991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -358913.687500 Penalty: 3928.721680
	Iteration 0F: 3 clusters Score -358913.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -359757.468750 Penalty: 3928.721680
	Iteration 1F: 3 clusters Score -359757.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -360096.187500 Penalty: 3928.721680
	Iteration 2F: 3 clusters Score -360096.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -360311.593750 Penalty: 3928.721680
	Iteration 3F: 3 clusters Score -360311.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -360495.375000 Penalty: 3928.721680
	Iteration 4F: 3 clusters Score -360495.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -360635.968750 Penalty: 3928.721680
	Iteration 5Q: 3 clusters Score -360636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -360720.031250 Penalty: 3928.721680
	Iteration 6Q: 3 clusters Score -360720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -360764.562500 Penalty: 3928.721680
	Iteration 7Q: 3 clusters Score -360764.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -360806.218750 Penalty: 3928.721680
	Iteration 8Q: 3 clusters Score -360806.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -360832.562500 Penalty: 3928.721680
	Iteration 9Q: 3 clusters Score -360832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -360849.531250 Penalty: 3928.721680
	Iteration 10Q: 3 clusters Score -360849.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360862.437500 Penalty: 3928.721680
	Iteration 11Q: 3 clusters Score -360862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360869.781250 Penalty: 3928.721680
	Iteration 12Q: 3 clusters Score -360869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -360876.250000 Penalty: 3928.721680
	Iteration 13Q: 3 clusters Score -360876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -360878.125000 Penalty: 3928.721680
	Iteration 14Q: 3 clusters Score -360878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360878.250000 Penalty: 3928.721680
	Iteration 15Q: 3 clusters Score -360878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360880.062500 Penalty: 3928.721680
	Iteration 16F: 3 clusters Score -360880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -360889.468750 Penalty: 3928.721680
	Iteration 17Q: 3 clusters Score -360889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -360893.187500 Penalty: 3928.721680
	Iteration 18Q: 3 clusters Score -360893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -360896.625000 Penalty: 3928.721680
	Iteration 19Q: 3 clusters Score -360896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -360897.281250 Penalty: 3928.721680
	Iteration 20F: 3 clusters Score -360897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -360898.625000 Penalty: 3928.721680
	Iteration 21Q: 3 clusters Score -360898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -360901.093750 Penalty: 3928.721680
	Iteration 22Q: 3 clusters Score -360901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -360902.312500 Penalty: 3928.721680
	Iteration 23Q: 3 clusters Score -360902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -360903.656250 Penalty: 3928.721680
	Iteration 24Q: 3 clusters Score -360903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -360904.343750 Penalty: 3928.721680
	Iteration 25Q: 3 clusters Score -360904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -360908.625000 Penalty: 3928.721680
	Iteration 26Q: 3 clusters Score -360908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -360911.750000 Penalty: 3928.721680
	Iteration 27Q: 3 clusters Score -360911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -360914.875000 Penalty: 3928.721680
	Iteration 28Q: 3 clusters Score -360914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -360919.656250 Penalty: 3928.721680
	Iteration 29Q: 3 clusters Score -360919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -360923.968750 Penalty: 3928.721680
	Iteration 30Q: 3 clusters Score -360924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -360924.625000 Penalty: 3928.721680
	Iteration 31Q: 3 clusters Score -360924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -360927.000000 Penalty: 3928.721680
	Iteration 32Q: 3 clusters Score -360927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -360927.500000 Penalty: 3928.721680
	Iteration 33Q: 3 clusters Score -360927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -360927.562500 Penalty: 3928.721680
	Iteration 34Q: 3 clusters Score -360927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -360928.593750 Penalty: 3928.721680
	Iteration 35Q: 3 clusters Score -360928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -360929.062500 Penalty: 3928.721680
	Iteration 36Q: 3 clusters Score -360929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -360929.062500 Penalty: 3928.721680
	Iteration 37F: 3 clusters Score -360929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -163350.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -163350.9 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 654 members 
Entering Unmasked Estep 
Score: -161282.906250 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -161282.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161723.890625 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -161723.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162116.593750 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -162116.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162692.656250 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -162692.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -163244.437500 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -163244.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -163576.984375 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -163577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -163776.109375 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -163776.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163929.765625 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -163929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -163978.515625 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -163978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163993.609375 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -163993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163999.250000 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -163999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163999.250000 Penalty: 3566.575439
	Iteration 11F: 3 clusters Score -163999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233988 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27074 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40490 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30985 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 455 members 
Entering Unmasked Estep 
Score: -134142704.000000 Penalty: 99435.203125
Splitting cluster 20 changes total score from -134143920.000000 to -134142704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -370016.343750 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -370016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366837.968750 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -366838 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -367442.187500 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -367442.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367612.906250 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -367612.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -367712.937500 Penalty: 3956.391357
	Iteration 3Q: 3 clusters Score -367712.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -367776.375000 Penalty: 3956.391357
	Iteration 4Q: 3 clusters Score -367776.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -367833.968750 Penalty: 3956.391357
	Iteration 5Q: 3 clusters Score -367834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -367904.625000 Penalty: 3956.391357
	Iteration 6Q: 3 clusters Score -367904.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -367993.906250 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -367993.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -368086.968750 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -368087 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -368181.093750 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -368181.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -368323.906250 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -368323.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -368487.406250 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -368487.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -368660.156250 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -368660.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -368846.406250 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -368846.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369006.125000 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -369006.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -369133.843750 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -369133.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -369205.625000 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -369205.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -369235.968750 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -369236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369253.218750 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -369253.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -369265.875000 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -369265.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369275.437500 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -369275.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -369282.812500 Penalty: 3956.391357
	Iteration 21Q: 3 clusters Score -369282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -369289.656250 Penalty: 3956.391357
	Iteration 22Q: 3 clusters Score -369289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369293.875000 Penalty: 3956.391357
	Iteration 23Q: 3 clusters Score -369293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -369297.000000 Penalty: 3956.391357
	Iteration 24Q: 3 clusters Score -369297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -369299.437500 Penalty: 3956.391357
	Iteration 25Q: 3 clusters Score -369299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -369300.281250 Penalty: 3956.391357
	Iteration 26Q: 3 clusters Score -369300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -369300.812500 Penalty: 3956.391357
	Iteration 27Q: 3 clusters Score -369300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -369301.468750 Penalty: 3956.391357
	Iteration 28Q: 3 clusters Score -369301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -369302.187500 Penalty: 3956.391357
	Iteration 29Q: 3 clusters Score -369302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -369302.187500 Penalty: 3956.391357
	Iteration 30F: 3 clusters Score -369302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Entering Unmasked Estep 
Score: -1815504.500000 Penalty: 2373.681396
	Iteration 0F: 2 clusters Score -1815504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1804992.375000 Penalty: 4747.362793
	Iteration 0F: 3 clusters Score -1804992 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1808341.750000 Penalty: 4747.362793
	Iteration 1F: 3 clusters Score -1808342 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1808680.625000 Penalty: 4747.362793
	Iteration 2F: 3 clusters Score -1808681 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1808965.000000 Penalty: 4747.362793
	Iteration 3Q: 3 clusters Score -1808965 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1809212.625000 Penalty: 4747.362793
	Iteration 4Q: 3 clusters Score -1809213 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1809414.750000 Penalty: 4747.362793
	Iteration 5Q: 3 clusters Score -1809415 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1809627.625000 Penalty: 4747.362793
	Iteration 6Q: 3 clusters Score -1809628 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1809845.125000 Penalty: 4747.362793
	Iteration 7Q: 3 clusters Score -1809845 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1810080.750000 Penalty: 4747.362793
	Iteration 8Q: 3 clusters Score -1810081 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1810361.000000 Penalty: 4747.362793
	Iteration 9Q: 3 clusters Score -1810361 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1810683.375000 Penalty: 4747.362793
	Iteration 10Q: 3 clusters Score -1810683 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1811031.750000 Penalty: 4747.362793
	Iteration 11Q: 3 clusters Score -1811032 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1811478.875000 Penalty: 4747.362793
	Iteration 12Q: 3 clusters Score -1811479 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1811980.875000 Penalty: 4747.362793
	Iteration 13Q: 3 clusters Score -1811981 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1812530.500000 Penalty: 4747.362793
	Iteration 14Q: 3 clusters Score -1812530 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1813021.875000 Penalty: 4747.362793
	Iteration 15Q: 3 clusters Score -1813022 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1813404.500000 Penalty: 4747.362793
	Iteration 16Q: 3 clusters Score -1813404 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1813708.500000 Penalty: 4747.362793
	Iteration 17Q: 3 clusters Score -1813708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1813935.250000 Penalty: 4747.362793
	Iteration 18Q: 3 clusters Score -1813935 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1814073.625000 Penalty: 4747.362793
	Iteration 19Q: 3 clusters Score -1814074 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1814161.375000 Penalty: 4747.362793
	Iteration 20F: 3 clusters Score -1814161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1814234.125000 Penalty: 4747.362793
	Iteration 21Q: 3 clusters Score -1814234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1814278.000000 Penalty: 4747.362793
	Iteration 22Q: 3 clusters Score -1814278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1814308.500000 Penalty: 4747.362793
	Iteration 23Q: 3 clusters Score -1814308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1814325.625000 Penalty: 4747.362793
	Iteration 24Q: 3 clusters Score -1814326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1814333.500000 Penalty: 4747.362793
	Iteration 25Q: 3 clusters Score -1814334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1814341.250000 Penalty: 4747.362793
	Iteration 26Q: 3 clusters Score -1814341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1814348.000000 Penalty: 4747.362793
	Iteration 27Q: 3 clusters Score -1814348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1814355.125000 Penalty: 4747.362793
	Iteration 28Q: 3 clusters Score -1814355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1814366.750000 Penalty: 4747.362793
	Iteration 29Q: 3 clusters Score -1814367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1814369.750000 Penalty: 4747.362793
	Iteration 30Q: 3 clusters Score -1814370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1814376.500000 Penalty: 4747.362793
	Iteration 31Q: 3 clusters Score -1814376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1814374.625000 Penalty: 4747.362793
	Iteration 32Q: 3 clusters Score -1814375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1814376.500000 Penalty: 4747.362793
	Iteration 33Q: 3 clusters Score -1814376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1814375.125000 Penalty: 4747.362793
	Iteration 34Q: 3 clusters Score -1814375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1814376.625000 Penalty: 4747.362793
	Iteration 35Q: 3 clusters Score -1814377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1814379.000000 Penalty: 4747.362793
	Iteration 36Q: 3 clusters Score -1814379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1814378.375000 Penalty: 4747.362793
	Iteration 37Q: 3 clusters Score -1814378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1814379.625000 Penalty: 4747.362793
	Iteration 38Q: 3 clusters Score -1814380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1814379.500000 Penalty: 4747.362793
	Iteration 39Q: 3 clusters Score -1814380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1814381.750000 Penalty: 4747.362793
	Iteration 40F: 3 clusters Score -1814382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1814383.750000 Penalty: 4747.362793
	Iteration 41Q: 3 clusters Score -1814384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1814381.125000 Penalty: 4747.362793
	Iteration 42Q: 3 clusters Score -1814381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1814382.625000 Penalty: 4747.362793
	Iteration 43Q: 3 clusters Score -1814383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1814382.625000 Penalty: 4747.362793
	Iteration 44F: 3 clusters Score -1814383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Entering Unmasked Estep 
Score: -3956741.250000 Penalty: 2564.632080
	Iteration 0F: 2 clusters Score -3956741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3935621.750000 Penalty: 5129.264160
	Iteration 0F: 3 clusters Score -3935622 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3943341.750000 Penalty: 5129.264160
	Iteration 1F: 3 clusters Score -3943342 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3943905.750000 Penalty: 5129.264160
	Iteration 2F: 3 clusters Score -3943906 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3944381.250000 Penalty: 5129.264160
	Iteration 3Q: 3 clusters Score -3944381 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3944810.500000 Penalty: 5129.264160
	Iteration 4Q: 3 clusters Score -3944810 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3945262.250000 Penalty: 5129.264160
	Iteration 5Q: 3 clusters Score -3945262 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3945792.500000 Penalty: 5129.264160
	Iteration 6Q: 3 clusters Score -3945792 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3946475.500000 Penalty: 5129.264160
	Iteration 7Q: 3 clusters Score -3946476 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3947261.500000 Penalty: 5129.264160
	Iteration 8Q: 3 clusters Score -3947262 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3948200.750000 Penalty: 5129.264160
	Iteration 9Q: 3 clusters Score -3948201 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3949194.750000 Penalty: 5129.264160
	Iteration 10Q: 3 clusters Score -3949195 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3950144.500000 Penalty: 5129.264160
	Iteration 11Q: 3 clusters Score -3950144 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3950775.250000 Penalty: 5129.264160
	Iteration 12Q: 3 clusters Score -3950775 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3951187.750000 Penalty: 5129.264160
	Iteration 13Q: 3 clusters Score -3951188 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3951428.750000 Penalty: 5129.264160
	Iteration 14Q: 3 clusters Score -3951429 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3951658.500000 Penalty: 5129.264160
	Iteration 15Q: 3 clusters Score -3951658 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3951917.000000 Penalty: 5129.264160
	Iteration 16Q: 3 clusters Score -3951917 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3952108.500000 Penalty: 5129.264160
	Iteration 17Q: 3 clusters Score -3952108 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3952316.250000 Penalty: 5129.264160
	Iteration 18Q: 3 clusters Score -3952316 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3952509.250000 Penalty: 5129.264160
	Iteration 19Q: 3 clusters Score -3952509 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3952662.000000 Penalty: 5129.264160
	Iteration 20F: 3 clusters Score -3952662 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3952845.500000 Penalty: 5129.264160
	Iteration 21Q: 3 clusters Score -3952846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3953021.750000 Penalty: 5129.264160
	Iteration 22Q: 3 clusters Score -3953022 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3953183.250000 Penalty: 5129.264160
	Iteration 23Q: 3 clusters Score -3953183 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3953353.750000 Penalty: 5129.264160
	Iteration 24Q: 3 clusters Score -3953354 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3953502.750000 Penalty: 5129.264160
	Iteration 25Q: 3 clusters Score -3953503 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3953673.500000 Penalty: 5129.264160
	Iteration 26Q: 3 clusters Score -3953674 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3953851.250000 Penalty: 5129.264160
	Iteration 27Q: 3 clusters Score -3953851 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3954015.250000 Penalty: 5129.264160
	Iteration 28Q: 3 clusters Score -3954015 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3954131.500000 Penalty: 5129.264160
	Iteration 29Q: 3 clusters Score -3954132 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3954263.500000 Penalty: 5129.264160
	Iteration 30Q: 3 clusters Score -3954264 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3954362.750000 Penalty: 5129.264160
	Iteration 31Q: 3 clusters Score -3954363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3954444.000000 Penalty: 5129.264160
	Iteration 32Q: 3 clusters Score -3954444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3954521.250000 Penalty: 5129.264160
	Iteration 33Q: 3 clusters Score -3954521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3954576.750000 Penalty: 5129.264160
	Iteration 34Q: 3 clusters Score -3954577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3954626.750000 Penalty: 5129.264160
	Iteration 35Q: 3 clusters Score -3954627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3954654.000000 Penalty: 5129.264160
	Iteration 36Q: 3 clusters Score -3954654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3954678.500000 Penalty: 5129.264160
	Iteration 37Q: 3 clusters Score -3954678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3954705.000000 Penalty: 5129.264160
	Iteration 38Q: 3 clusters Score -3954705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3954723.750000 Penalty: 5129.264160
	Iteration 39Q: 3 clusters Score -3954724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3954743.250000 Penalty: 5129.264160
	Iteration 40F: 3 clusters Score -3954743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3954761.750000 Penalty: 5129.264160
	Iteration 41Q: 3 clusters Score -3954762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3954779.250000 Penalty: 5129.264160
	Iteration 42Q: 3 clusters Score -3954779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3954780.250000 Penalty: 5129.264160
	Iteration 43Q: 3 clusters Score -3954780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3954782.000000 Penalty: 5129.264160
	Iteration 44Q: 3 clusters Score -3954782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3954791.750000 Penalty: 5129.264160
	Iteration 45Q: 3 clusters Score -3954792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3954795.750000 Penalty: 5129.264160
	Iteration 46Q: 3 clusters Score -3954796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3954795.250000 Penalty: 5129.264160
	Iteration 47Q: 3 clusters Score -3954795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3954794.750000 Penalty: 5129.264160
	Iteration 48Q: 3 clusters Score -3954795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3954795.250000 Penalty: 5129.264160
	Iteration 49Q: 3 clusters Score -3954795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3954793.750000 Penalty: 5129.264160
	Iteration 50Q: 3 clusters Score -3954794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3954797.750000 Penalty: 5129.264160
	Iteration 51Q: 3 clusters Score -3954798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3954802.000000 Penalty: 5129.264160
	Iteration 52Q: 3 clusters Score -3954802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3954801.750000 Penalty: 5129.264160
	Iteration 53Q: 3 clusters Score -3954802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3954806.750000 Penalty: 5129.264160
	Iteration 54Q: 3 clusters Score -3954807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3954806.750000 Penalty: 5129.264160
	Iteration 55Q: 3 clusters Score -3954807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3954801.000000 Penalty: 5129.264160
	Iteration 56Q: 3 clusters Score -3954801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3954798.500000 Penalty: 5129.264160
	Iteration 57Q: 3 clusters Score -3954798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3954800.500000 Penalty: 5129.264160
	Iteration 58Q: 3 clusters Score -3954800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3954802.250000 Penalty: 5129.264160
	Iteration 59Q: 3 clusters Score -3954802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3954802.250000 Penalty: 5129.264160
	Iteration 60F: 3 clusters Score -3954802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (148060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148060 members 
Entering Unmasked Estep 
Score: -20141346.000000 Penalty: 2952.532471
	Iteration 0F: 2 clusters Score -2.014135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -20046414.000000 Penalty: 5905.064941
	Iteration 0F: 3 clusters Score -2.004641e+07 nChanged 70542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -20086968.000000 Penalty: 5905.064941
	Iteration 1F: 3 clusters Score -2.008697e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -20087672.000000 Penalty: 5905.064941
	Iteration 2Q: 3 clusters Score -2.008767e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -20088338.000000 Penalty: 5905.064941
	Iteration 3Q: 3 clusters Score -2.008834e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -20089098.000000 Penalty: 5905.064941
	Iteration 4Q: 3 clusters Score -2.00891e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -20089828.000000 Penalty: 5905.064941
	Iteration 5Q: 3 clusters Score -2.008983e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -20090650.000000 Penalty: 5905.064941
	Iteration 6Q: 3 clusters Score -2.009065e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -20091882.000000 Penalty: 5905.064941
	Iteration 7Q: 3 clusters Score -2.009188e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -20093344.000000 Penalty: 5905.064941
	Iteration 8Q: 3 clusters Score -2.009334e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -20095486.000000 Penalty: 5905.064941
	Iteration 9Q: 3 clusters Score -2.009549e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -20098756.000000 Penalty: 5905.064941
	Iteration 10Q: 3 clusters Score -2.009876e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -20103348.000000 Penalty: 5905.064941
	Iteration 11F: 3 clusters Score -2.010335e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -20108848.000000 Penalty: 5905.064941
	Iteration 12F: 3 clusters Score -2.010885e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -20114064.000000 Penalty: 5905.064941
	Iteration 13F: 3 clusters Score -2.011406e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -20117438.000000 Penalty: 5905.064941
	Iteration 14Q: 3 clusters Score -2.011744e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -20118932.000000 Penalty: 5905.064941
	Iteration 15Q: 3 clusters Score -2.011893e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -20119686.000000 Penalty: 5905.064941
	Iteration 16Q: 3 clusters Score -2.011969e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -20120114.000000 Penalty: 5905.064941
	Iteration 17Q: 3 clusters Score -2.012011e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -20120634.000000 Penalty: 5905.064941
	Iteration 18Q: 3 clusters Score -2.012063e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -20121090.000000 Penalty: 5905.064941
	Iteration 19Q: 3 clusters Score -2.012109e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -20121678.000000 Penalty: 5905.064941
	Iteration 20F: 3 clusters Score -2.012168e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -20122162.000000 Penalty: 5905.064941
	Iteration 21Q: 3 clusters Score -2.012216e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -20122808.000000 Penalty: 5905.064941
	Iteration 22Q: 3 clusters Score -2.012281e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -20123472.000000 Penalty: 5905.064941
	Iteration 23Q: 3 clusters Score -2.012347e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -20124226.000000 Penalty: 5905.064941
	Iteration 24Q: 3 clusters Score -2.012423e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -20125136.000000 Penalty: 5905.064941
	Iteration 25Q: 3 clusters Score -2.012514e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -20125920.000000 Penalty: 5905.064941
	Iteration 26Q: 3 clusters Score -2.012592e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -20126722.000000 Penalty: 5905.064941
	Iteration 27Q: 3 clusters Score -2.012672e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -20127446.000000 Penalty: 5905.064941
	Iteration 28Q: 3 clusters Score -2.012745e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -20128064.000000 Penalty: 5905.064941
	Iteration 29Q: 3 clusters Score -2.012806e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -20128608.000000 Penalty: 5905.064941
	Iteration 30Q: 3 clusters Score -2.012861e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -20129286.000000 Penalty: 5905.064941
	Iteration 31Q: 3 clusters Score -2.012929e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -20129828.000000 Penalty: 5905.064941
	Iteration 32Q: 3 clusters Score -2.012983e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -20130380.000000 Penalty: 5905.064941
	Iteration 33Q: 3 clusters Score -2.013038e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -20130982.000000 Penalty: 5905.064941
	Iteration 34Q: 3 clusters Score -2.013098e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -20131626.000000 Penalty: 5905.064941
	Iteration 35Q: 3 clusters Score -2.013163e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 122847 members 
Entering Unmasked Estep 
Score: -20132212.000000 Penalty: 5905.064941
	Iteration 36Q: 3 clusters Score -2.013221e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -20132798.000000 Penalty: 5905.064941
	Iteration 37Q: 3 clusters Score -2.01328e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -20133268.000000 Penalty: 5905.064941
	Iteration 38Q: 3 clusters Score -2.013327e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -20133866.000000 Penalty: 5905.064941
	Iteration 39Q: 3 clusters Score -2.013387e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 130425 members 
Entering Unmasked Estep 
Score: -20134330.000000 Penalty: 5905.064941
	Iteration 40F: 3 clusters Score -2.013433e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -20134892.000000 Penalty: 5905.064941
	Iteration 41Q: 3 clusters Score -2.013489e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 133822 members 
Entering Unmasked Estep 
Score: -20135288.000000 Penalty: 5905.064941
	Iteration 42Q: 3 clusters Score -2.013529e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 135345 members 
Entering Unmasked Estep 
Score: -20135658.000000 Penalty: 5905.064941
	Iteration 43Q: 3 clusters Score -2.013566e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -20136134.000000 Penalty: 5905.064941
	Iteration 44Q: 3 clusters Score -2.013613e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -20136556.000000 Penalty: 5905.064941
	Iteration 45Q: 3 clusters Score -2.013656e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -20136872.000000 Penalty: 5905.064941
	Iteration 46Q: 3 clusters Score -2.013687e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -20137136.000000 Penalty: 5905.064941
	Iteration 47Q: 3 clusters Score -2.013714e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5905.064941
	Iteration 48Q: 3 clusters Score -2.013744e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 142425 members 
Entering Unmasked Estep 
Score: -20137718.000000 Penalty: 5905.064941
	Iteration 49Q: 3 clusters Score -2.013772e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -20137958.000000 Penalty: 5905.064941
	Iteration 50Q: 3 clusters Score -2.013796e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -20138110.000000 Penalty: 5905.064941
	Iteration 51Q: 3 clusters Score -2.013811e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -20138194.000000 Penalty: 5905.064941
	Iteration 52Q: 3 clusters Score -2.013819e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -20138274.000000 Penalty: 5905.064941
	Iteration 53Q: 3 clusters Score -2.013827e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 145010 members 
Entering Unmasked Estep 
Score: -20138346.000000 Penalty: 5905.064941
	Iteration 54Q: 3 clusters Score -2.013835e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -20138434.000000 Penalty: 5905.064941
	Iteration 55Q: 3 clusters Score -2.013843e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 145551 members 
Entering Unmasked Estep 
Score: -20138466.000000 Penalty: 5905.064941
	Iteration 56Q: 3 clusters Score -2.013847e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 145765 members 
Entering Unmasked Estep 
Score: -20138528.000000 Penalty: 5905.064941
	Iteration 57Q: 3 clusters Score -2.013853e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 145949 members 
Entering Unmasked Estep 
Score: -20138648.000000 Penalty: 5905.064941
	Iteration 58Q: 3 clusters Score -2.013865e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -20138644.000000 Penalty: 5905.064941
	Iteration 59Q: 3 clusters Score -2.013864e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -20138630.000000 Penalty: 5905.064941
	Iteration 60F: 3 clusters Score -2.013863e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 146354 members 
Entering Unmasked Estep 
Score: -20138658.000000 Penalty: 5905.064941
	Iteration 61Q: 3 clusters Score -2.013866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -20138678.000000 Penalty: 5905.064941
	Iteration 62Q: 3 clusters Score -2.013868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 146516 members 
Entering Unmasked Estep 
Score: -20138718.000000 Penalty: 5905.064941
	Iteration 63Q: 3 clusters Score -2.013872e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -20138748.000000 Penalty: 5905.064941
	Iteration 64Q: 3 clusters Score -2.013875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -20138748.000000 Penalty: 5905.064941
	Iteration 65Q: 3 clusters Score -2.013875e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 146709 members 
Entering Unmasked Estep 
Score: -20138760.000000 Penalty: 5905.064941
	Iteration 66Q: 3 clusters Score -2.013876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -20138754.000000 Penalty: 5905.064941
	Iteration 67Q: 3 clusters Score -2.013875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -20138776.000000 Penalty: 5905.064941
	Iteration 68Q: 3 clusters Score -2.013878e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -20138768.000000 Penalty: 5905.064941
	Iteration 69Q: 3 clusters Score -2.013877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -20138796.000000 Penalty: 5905.064941
	Iteration 70Q: 3 clusters Score -2.01388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 146898 members 
Entering Unmasked Estep 
Score: -20138786.000000 Penalty: 5905.064941
	Iteration 71Q: 3 clusters Score -2.013879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -20138764.000000 Penalty: 5905.064941
	Iteration 72Q: 3 clusters Score -2.013876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 146948 members 
Entering Unmasked Estep 
Score: -20138776.000000 Penalty: 5905.064941
	Iteration 73Q: 3 clusters Score -2.013878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -20138788.000000 Penalty: 5905.064941
	Iteration 74Q: 3 clusters Score -2.013879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -20138788.000000 Penalty: 5905.064941
	Iteration 75Q: 3 clusters Score -2.013879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 147020 members 
Entering Unmasked Estep 
Score: -20138784.000000 Penalty: 5905.064941
	Iteration 76Q: 3 clusters Score -2.013878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -20138784.000000 Penalty: 5905.064941
	Iteration 77Q: 3 clusters Score -2.013878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 147059 members 
Entering Unmasked Estep 
Score: -20138784.000000 Penalty: 5905.064941
	Iteration 78Q: 3 clusters Score -2.013878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -20138760.000000 Penalty: 5905.064941
	Iteration 79Q: 3 clusters Score -2.013876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -20138766.000000 Penalty: 5905.064941
	Iteration 80F: 3 clusters Score -2.013877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -20138770.000000 Penalty: 5905.064941
	Iteration 81Q: 3 clusters Score -2.013877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -20138780.000000 Penalty: 5905.064941
	Iteration 82Q: 3 clusters Score -2.013878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -20138786.000000 Penalty: 5905.064941
	Iteration 83Q: 3 clusters Score -2.013879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -20138790.000000 Penalty: 5905.064941
	Iteration 84Q: 3 clusters Score -2.013879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -20138778.000000 Penalty: 5905.064941
	Iteration 85Q: 3 clusters Score -2.013878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 147146 members 
Entering Unmasked Estep 
Score: -20138774.000000 Penalty: 5905.064941
	Iteration 86Q: 3 clusters Score -2.013877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -20138780.000000 Penalty: 5905.064941
	Iteration 87Q: 3 clusters Score -2.013878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 147155 members 
Entering Unmasked Estep 
Score: -20138790.000000 Penalty: 5905.064941
	Iteration 88Q: 3 clusters Score -2.013879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -20138780.000000 Penalty: 5905.064941
	Iteration 89Q: 3 clusters Score -2.013878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -20138774.000000 Penalty: 5905.064941
	Iteration 90Q: 3 clusters Score -2.013877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -20138768.000000 Penalty: 5905.064941
	Iteration 91Q: 3 clusters Score -2.013877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -20138788.000000 Penalty: 5905.064941
	Iteration 92Q: 3 clusters Score -2.013879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -20138790.000000 Penalty: 5905.064941
	Iteration 93Q: 3 clusters Score -2.013879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -20138800.000000 Penalty: 5905.064941
	Iteration 94Q: 3 clusters Score -2.01388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -20138786.000000 Penalty: 5905.064941
	Iteration 95Q: 3 clusters Score -2.013879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 147188 members 
Entering Unmasked Estep 
Score: -20138800.000000 Penalty: 5905.064941
	Iteration 96Q: 3 clusters Score -2.01388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -20138808.000000 Penalty: 5905.064941
	Iteration 97Q: 3 clusters Score -2.013881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -20138814.000000 Penalty: 5905.064941
	Iteration 98Q: 3 clusters Score -2.013881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -20138812.000000 Penalty: 5905.064941
	Iteration 99Q: 3 clusters Score -2.013881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -20138824.000000 Penalty: 5905.064941
	Iteration 100F: 3 clusters Score -2.013882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 147197 members 
Entering Unmasked Estep 
Score: -20138808.000000 Penalty: 5905.064941
	Iteration 101Q: 3 clusters Score -2.013881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -20138816.000000 Penalty: 5905.064941
	Iteration 102Q: 3 clusters Score -2.013882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -20138818.000000 Penalty: 5905.064941
	Iteration 103Q: 3 clusters Score -2.013882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -20138814.000000 Penalty: 5905.064941
	Iteration 104Q: 3 clusters Score -2.013881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -20138816.000000 Penalty: 5905.064941
	Iteration 105Q: 3 clusters Score -2.013882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -20138828.000000 Penalty: 5905.064941
	Iteration 106Q: 3 clusters Score -2.013883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -20138836.000000 Penalty: 5905.064941
	Iteration 107Q: 3 clusters Score -2.013884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -20138834.000000 Penalty: 5905.064941
	Iteration 108Q: 3 clusters Score -2.013883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -20138836.000000 Penalty: 5905.064941
	Iteration 109Q: 3 clusters Score -2.013884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -20138830.000000 Penalty: 5905.064941
	Iteration 110Q: 3 clusters Score -2.013883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -20138830.000000 Penalty: 5905.064941
	Iteration 111F: 3 clusters Score -2.013883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Entering Unmasked Estep 
Score: -1742807.000000 Penalty: 2344.803711
	Iteration 0F: 2 clusters Score -1742807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1733427.000000 Penalty: 4689.607422
	Iteration 0F: 3 clusters Score -1733427 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1736231.250000 Penalty: 4689.607422
	Iteration 1F: 3 clusters Score -1736231 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1736514.125000 Penalty: 4689.607422
	Iteration 2F: 3 clusters Score -1736514 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1736729.750000 Penalty: 4689.607422
	Iteration 3Q: 3 clusters Score -1736730 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1736901.250000 Penalty: 4689.607422
	Iteration 4Q: 3 clusters Score -1736901 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1737062.250000 Penalty: 4689.607422
	Iteration 5Q: 3 clusters Score -1737062 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1737225.000000 Penalty: 4689.607422
	Iteration 6Q: 3 clusters Score -1737225 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1737390.500000 Penalty: 4689.607422
	Iteration 7Q: 3 clusters Score -1737390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1737583.750000 Penalty: 4689.607422
	Iteration 8Q: 3 clusters Score -1737584 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1737831.125000 Penalty: 4689.607422
	Iteration 9Q: 3 clusters Score -1737831 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1738165.125000 Penalty: 4689.607422
	Iteration 10Q: 3 clusters Score -1738165 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1738551.000000 Penalty: 4689.607422
	Iteration 11Q: 3 clusters Score -1738551 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1738996.125000 Penalty: 4689.607422
	Iteration 12Q: 3 clusters Score -1738996 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1739539.875000 Penalty: 4689.607422
	Iteration 13Q: 3 clusters Score -1739540 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1740008.125000 Penalty: 4689.607422
	Iteration 14Q: 3 clusters Score -1740008 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1740312.500000 Penalty: 4689.607422
	Iteration 15Q: 3 clusters Score -1740312 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1740472.000000 Penalty: 4689.607422
	Iteration 16Q: 3 clusters Score -1740472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1740554.000000 Penalty: 4689.607422
	Iteration 17Q: 3 clusters Score -1740554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1740609.250000 Penalty: 4689.607422
	Iteration 18Q: 3 clusters Score -1740609 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1740645.500000 Penalty: 4689.607422
	Iteration 19Q: 3 clusters Score -1740646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1740666.375000 Penalty: 4689.607422
	Iteration 20F: 3 clusters Score -1740666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1740691.875000 Penalty: 4689.607422
	Iteration 21Q: 3 clusters Score -1740692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1740715.375000 Penalty: 4689.607422
	Iteration 22Q: 3 clusters Score -1740715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1740741.875000 Penalty: 4689.607422
	Iteration 23Q: 3 clusters Score -1740742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1740761.750000 Penalty: 4689.607422
	Iteration 24Q: 3 clusters Score -1740762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1740781.000000 Penalty: 4689.607422
	Iteration 25Q: 3 clusters Score -1740781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1740796.625000 Penalty: 4689.607422
	Iteration 26Q: 3 clusters Score -1740797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1740805.750000 Penalty: 4689.607422
	Iteration 27Q: 3 clusters Score -1740806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1740811.875000 Penalty: 4689.607422
	Iteration 28Q: 3 clusters Score -1740812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1740819.125000 Penalty: 4689.607422
	Iteration 29Q: 3 clusters Score -1740819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1740828.125000 Penalty: 4689.607422
	Iteration 30Q: 3 clusters Score -1740828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1740836.375000 Penalty: 4689.607422
	Iteration 31Q: 3 clusters Score -1740836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1740836.625000 Penalty: 4689.607422
	Iteration 32Q: 3 clusters Score -1740837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1740845.250000 Penalty: 4689.607422
	Iteration 33Q: 3 clusters Score -1740845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1740850.000000 Penalty: 4689.607422
	Iteration 34Q: 3 clusters Score -1740850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1740852.500000 Penalty: 4689.607422
	Iteration 35Q: 3 clusters Score -1740852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1740857.500000 Penalty: 4689.607422
	Iteration 36Q: 3 clusters Score -1740858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1740862.000000 Penalty: 4689.607422
	Iteration 37Q: 3 clusters Score -1740862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1740866.875000 Penalty: 4689.607422
	Iteration 38Q: 3 clusters Score -1740867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1740870.125000 Penalty: 4689.607422
	Iteration 39Q: 3 clusters Score -1740870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1740874.250000 Penalty: 4689.607422
	Iteration 40F: 3 clusters Score -1740874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1740873.625000 Penalty: 4689.607422
	Iteration 41Q: 3 clusters Score -1740874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1740875.625000 Penalty: 4689.607422
	Iteration 42Q: 3 clusters Score -1740876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1740876.125000 Penalty: 4689.607422
	Iteration 43Q: 3 clusters Score -1740876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1740877.625000 Penalty: 4689.607422
	Iteration 44Q: 3 clusters Score -1740878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1740877.375000 Penalty: 4689.607422
	Iteration 45Q: 3 clusters Score -1740877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1740877.375000 Penalty: 4689.607422
	Iteration 46Q: 3 clusters Score -1740877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1740876.875000 Penalty: 4689.607422
	Iteration 47Q: 3 clusters Score -1740877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1740877.125000 Penalty: 4689.607422
	Iteration 48Q: 3 clusters Score -1740877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1740878.000000 Penalty: 4689.607422
	Iteration 49Q: 3 clusters Score -1740878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1740876.875000 Penalty: 4689.607422
	Iteration 50Q: 3 clusters Score -1740877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1740878.500000 Penalty: 4689.607422
	Iteration 51Q: 3 clusters Score -1740878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1740877.625000 Penalty: 4689.607422
	Iteration 52Q: 3 clusters Score -1740878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1740880.125000 Penalty: 4689.607422
	Iteration 53Q: 3 clusters Score -1740880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1740880.875000 Penalty: 4689.607422
	Iteration 54Q: 3 clusters Score -1740881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1740879.375000 Penalty: 4689.607422
	Iteration 55Q: 3 clusters Score -1740879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1740877.500000 Penalty: 4689.607422
	Iteration 56Q: 3 clusters Score -1740878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1740880.625000 Penalty: 4689.607422
	Iteration 57Q: 3 clusters Score -1740881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1740882.875000 Penalty: 4689.607422
	Iteration 58Q: 3 clusters Score -1740883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1740884.500000 Penalty: 4689.607422
	Iteration 59Q: 3 clusters Score -1740884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1740885.125000 Penalty: 4689.607422
	Iteration 60F: 3 clusters Score -1740885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1740884.500000 Penalty: 4689.607422
	Iteration 61Q: 3 clusters Score -1740884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1740887.500000 Penalty: 4689.607422
	Iteration 62Q: 3 clusters Score -1740888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1740887.375000 Penalty: 4689.607422
	Iteration 63Q: 3 clusters Score -1740887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1740887.375000 Penalty: 4689.607422
	Iteration 64F: 3 clusters Score -1740887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -62400.839844 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -62400.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60967.929688 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -60967.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61142.031250 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -61142.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61185.117188 Penalty: 3111.347168
	Iteration 2Q: 3 clusters Score -61185.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61218.777344 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -61218.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61248.140625 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -61248.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61278.507812 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -61278.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61298.546875 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -61298.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61304.046875 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -61304.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61305.066406 Penalty: 3111.347168
	Iteration 8F: 3 clusters Score -61305.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61324.210938 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -61324.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61342.019531 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -61342.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61345.332031 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -61345.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61352.140625 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -61352.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61354.230469 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -61354.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61355.335938 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -61355.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61355.335938 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -61355.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -204864.125000 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -204864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202467.546875 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -202467.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -203012.046875 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -203012 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -203251.062500 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -203251.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -203428.406250 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -203428.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -203592.968750 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -203593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -203731.453125 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -203731.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203852.390625 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -203852.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -203938.156250 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -203938.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -203988.046875 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -203988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204025.437500 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -204025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204056.453125 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -204056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -204070.703125 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -204070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -204082.203125 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -204082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204096.140625 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -204096.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -204108.906250 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -204108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204117.828125 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -204117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204125.453125 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -204125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204128.187500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -204128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204133.812500 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -204133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -204134.609375 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -204134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -204134.609375 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -204134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -50330.082031 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -50330.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48893.765625 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48893.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49165.933594 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -49165.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49374.835938 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -49374.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49514.535156 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -49514.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -49624.179688 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -49624.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49675.898438 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -49675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49705.960938 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -49705.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -49736.285156 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -49736.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49745.585938 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -49745.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49747.234375 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -49747.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49747.234375 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -49747.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233988 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27074 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40490 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30985 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143792.000000 Penalty: 96006.398438
Iteration 199Q: 29 clusters Score -1.341438e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233993 members 
Mstep: Class 5 contains 94512 members 
Mstep: Class 6 contains 110397 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27077 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40483 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30987 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 200F: 29 clusters Score -1.341439e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 233999 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27078 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40475 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30988 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143904.000000 Penalty: 96006.398438
Iteration 201Q: 29 clusters Score -1.341439e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234005 members 
Mstep: Class 5 contains 94513 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27081 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40468 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30988 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143904.000000 Penalty: 96006.398438
Iteration 202Q: 29 clusters Score -1.341439e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234013 members 
Mstep: Class 5 contains 94511 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40458 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18991 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33676 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30989 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 96006.398438
Iteration 203Q: 29 clusters Score -1.341439e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234023 members 
Mstep: Class 5 contains 94507 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27085 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40446 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33677 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30990 members 
Mstep: Class 24 contains 148062 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 204Q: 29 clusters Score -1.341439e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234027 members 
Mstep: Class 5 contains 94507 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27086 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40436 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18996 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33680 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30990 members 
Mstep: Class 24 contains 148062 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 205Q: 29 clusters Score -1.341439e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234030 members 
Mstep: Class 5 contains 94506 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27088 members 
Mstep: Class 10 contains 27181 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40426 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 18997 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33684 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30990 members 
Mstep: Class 24 contains 148063 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143768.000000 Penalty: 96006.398438
Iteration 206Q: 29 clusters Score -1.341438e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234040 members 
Mstep: Class 5 contains 94503 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27088 members 
Mstep: Class 10 contains 27182 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40411 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19000 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33685 members 
Mstep: Class 17 contains 20779 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30990 members 
Mstep: Class 24 contains 148063 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 207Q: 29 clusters Score -1.341439e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234046 members 
Mstep: Class 5 contains 94503 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27089 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40400 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33687 members 
Mstep: Class 17 contains 20779 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30989 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 208Q: 29 clusters Score -1.341439e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234061 members 
Mstep: Class 5 contains 94501 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27089 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40388 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19000 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33688 members 
Mstep: Class 17 contains 20780 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30988 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143904.000000 Penalty: 96006.398438
Iteration 209Q: 29 clusters Score -1.341439e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234068 members 
Mstep: Class 5 contains 94499 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27090 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40379 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33689 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30990 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143928.000000 Penalty: 96006.398438
Iteration 210Q: 29 clusters Score -1.341439e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234075 members 
Mstep: Class 5 contains 94499 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27089 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40373 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 17 contains 20780 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30991 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143944.000000 Penalty: 96006.398438
Iteration 211Q: 29 clusters Score -1.341439e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234080 members 
Mstep: Class 5 contains 94495 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27089 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40365 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19002 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30993 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143920.000000 Penalty: 96006.398438
Iteration 212Q: 29 clusters Score -1.341439e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234085 members 
Mstep: Class 5 contains 94493 members 
Mstep: Class 6 contains 110396 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27088 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40355 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19005 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20782 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30993 members 
Mstep: Class 24 contains 148069 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 213Q: 29 clusters Score -1.341439e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234091 members 
Mstep: Class 5 contains 94492 members 
Mstep: Class 6 contains 110396 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27087 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40349 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19009 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20782 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30993 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143928.000000 Penalty: 96006.398438
Iteration 214Q: 29 clusters Score -1.341439e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234099 members 
Mstep: Class 5 contains 94490 members 
Mstep: Class 6 contains 110395 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27085 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40345 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19010 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30995 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143952.000000 Penalty: 96006.398438
Iteration 215Q: 29 clusters Score -1.34144e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234105 members 
Mstep: Class 5 contains 94492 members 
Mstep: Class 6 contains 110394 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27086 members 
Mstep: Class 10 contains 27185 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40337 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19011 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30995 members 
Mstep: Class 24 contains 148063 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 96006.398438
Iteration 216Q: 29 clusters Score -1.341439e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234108 members 
Mstep: Class 5 contains 94490 members 
Mstep: Class 6 contains 110393 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27088 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40329 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19011 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30996 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143856.000000 Penalty: 96006.398438
Iteration 217Q: 29 clusters Score -1.341439e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234111 members 
Mstep: Class 5 contains 94490 members 
Mstep: Class 6 contains 110392 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27089 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40324 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19011 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30998 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 218Q: 29 clusters Score -1.341439e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234119 members 
Mstep: Class 5 contains 94489 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40315 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19011 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33692 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30998 members 
Mstep: Class 24 contains 148063 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 219Q: 29 clusters Score -1.341439e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234121 members 
Mstep: Class 5 contains 94488 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40310 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19012 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30998 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 220F: 29 clusters Score -1.341439e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234122 members 
Mstep: Class 5 contains 94488 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27095 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40302 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30998 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 221Q: 29 clusters Score -1.341439e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234126 members 
Mstep: Class 5 contains 94488 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40293 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 30999 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143896.000000 Penalty: 96006.398438
Iteration 222Q: 29 clusters Score -1.341439e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234129 members 
Mstep: Class 5 contains 94487 members 
Mstep: Class 6 contains 110390 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27099 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40288 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 20784 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31000 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143920.000000 Penalty: 96006.398438
Iteration 223Q: 29 clusters Score -1.341439e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234134 members 
Mstep: Class 5 contains 94487 members 
Mstep: Class 6 contains 110390 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40286 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 20784 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31001 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 224Q: 29 clusters Score -1.341439e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234134 members 
Mstep: Class 5 contains 94486 members 
Mstep: Class 6 contains 110388 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27100 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40286 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 20784 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 225Q: 29 clusters Score -1.341439e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234140 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110389 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40285 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19013 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148062 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 226Q: 29 clusters Score -1.341439e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234137 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110390 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27099 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40284 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33696 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143840.000000 Penalty: 96006.398438
Iteration 227Q: 29 clusters Score -1.341438e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234138 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40280 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20786 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 228Q: 29 clusters Score -1.341439e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234142 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27097 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40273 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20788 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148060 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143832.000000 Penalty: 96006.398438
Iteration 229Q: 29 clusters Score -1.341438e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234144 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27097 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40269 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20789 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143840.000000 Penalty: 96006.398438
Iteration 230Q: 29 clusters Score -1.341438e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234145 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27097 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40266 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20791 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143808.000000 Penalty: 96006.398438
Iteration 231Q: 29 clusters Score -1.341438e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234148 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40261 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148061 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 232Q: 29 clusters Score -1.341439e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234148 members 
Mstep: Class 5 contains 94486 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27099 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40255 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148063 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143904.000000 Penalty: 96006.398438
Iteration 233Q: 29 clusters Score -1.341439e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234150 members 
Mstep: Class 5 contains 94487 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27099 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40250 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20795 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148064 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143928.000000 Penalty: 96006.398438
Iteration 234Q: 29 clusters Score -1.341439e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234152 members 
Mstep: Class 5 contains 94487 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27097 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40247 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19015 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20795 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 235Q: 29 clusters Score -1.341439e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234151 members 
Mstep: Class 5 contains 94487 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40246 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 17 contains 20795 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31003 members 
Mstep: Class 24 contains 148065 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143880.000000 Penalty: 96006.398438
Iteration 236Q: 29 clusters Score -1.341439e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234150 members 
Mstep: Class 5 contains 94486 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27098 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40246 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143864.000000 Penalty: 96006.398438
Iteration 237Q: 29 clusters Score -1.341439e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234154 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27095 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40246 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33698 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143872.000000 Penalty: 96006.398438
Iteration 238Q: 29 clusters Score -1.341439e+08 nChanged 7
Entering ConstructFrom: 
Score: -134143872.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (89363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Entering Unmasked Estep 
Score: -12233719.000000 Penalty: 2827.314697
	Iteration 0F: 2 clusters Score -1.223372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -12173832.000000 Penalty: 5654.629395
	Iteration 0F: 3 clusters Score -1.217383e+07 nChanged 42221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -12198020.000000 Penalty: 5654.629395
	Iteration 1F: 3 clusters Score -1.219802e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -12198946.000000 Penalty: 5654.629395
	Iteration 2Q: 3 clusters Score -1.219895e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -12199930.000000 Penalty: 5654.629395
	Iteration 3Q: 3 clusters Score -1.219993e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -12201323.000000 Penalty: 5654.629395
	Iteration 4Q: 3 clusters Score -1.220132e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -12203243.000000 Penalty: 5654.629395
	Iteration 5F: 3 clusters Score -1.220324e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -12205891.000000 Penalty: 5654.629395
	Iteration 6F: 3 clusters Score -1.220589e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -12209588.000000 Penalty: 5654.629395
	Iteration 7F: 3 clusters Score -1.220959e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -12213936.000000 Penalty: 5654.629395
	Iteration 8F: 3 clusters Score -1.221394e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -12218580.000000 Penalty: 5654.629395
	Iteration 9F: 3 clusters Score -1.221858e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -12222826.000000 Penalty: 5654.629395
	Iteration 10F: 3 clusters Score -1.222283e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -12226210.000000 Penalty: 5654.629395
	Iteration 11Q: 3 clusters Score -1.222621e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -12228588.000000 Penalty: 5654.629395
	Iteration 12Q: 3 clusters Score -1.222859e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -12229992.000000 Penalty: 5654.629395
	Iteration 13Q: 3 clusters Score -1.222999e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -12230633.000000 Penalty: 5654.629395
	Iteration 14Q: 3 clusters Score -1.223063e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12230924.000000 Penalty: 5654.629395
	Iteration 15Q: 3 clusters Score -1.223092e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -12231095.000000 Penalty: 5654.629395
	Iteration 16Q: 3 clusters Score -1.22311e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -12231196.000000 Penalty: 5654.629395
	Iteration 17Q: 3 clusters Score -1.22312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -12231236.000000 Penalty: 5654.629395
	Iteration 18Q: 3 clusters Score -1.223124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -12231277.000000 Penalty: 5654.629395
	Iteration 19Q: 3 clusters Score -1.223128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -12231304.000000 Penalty: 5654.629395
	Iteration 20F: 3 clusters Score -1.22313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -12231319.000000 Penalty: 5654.629395
	Iteration 21Q: 3 clusters Score -1.223132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -12231337.000000 Penalty: 5654.629395
	Iteration 22Q: 3 clusters Score -1.223134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -12231360.000000 Penalty: 5654.629395
	Iteration 23Q: 3 clusters Score -1.223136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -12231354.000000 Penalty: 5654.629395
	Iteration 24Q: 3 clusters Score -1.223135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -12231372.000000 Penalty: 5654.629395
	Iteration 25Q: 3 clusters Score -1.223137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -12231365.000000 Penalty: 5654.629395
	Iteration 26Q: 3 clusters Score -1.223136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -12231362.000000 Penalty: 5654.629395
	Iteration 27Q: 3 clusters Score -1.223136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -12231362.000000 Penalty: 5654.629395
	Iteration 28F: 3 clusters Score -1.223136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -546749.375000 Penalty: 2072.949219
	Iteration 0F: 2 clusters Score -546749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -542734.000000 Penalty: 4145.898438
	Iteration 0F: 3 clusters Score -542734 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -543682.375000 Penalty: 4145.898438
	Iteration 1F: 3 clusters Score -543682.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -543872.187500 Penalty: 4145.898438
	Iteration 2F: 3 clusters Score -543872.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -543979.125000 Penalty: 4145.898438
	Iteration 3Q: 3 clusters Score -543979.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -544059.937500 Penalty: 4145.898438
	Iteration 4Q: 3 clusters Score -544059.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -544132.875000 Penalty: 4145.898438
	Iteration 5Q: 3 clusters Score -544132.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -544202.500000 Penalty: 4145.898438
	Iteration 6Q: 3 clusters Score -544202.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -544258.062500 Penalty: 4145.898438
	Iteration 7Q: 3 clusters Score -544258.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -544322.875000 Penalty: 4145.898438
	Iteration 8Q: 3 clusters Score -544322.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -544373.437500 Penalty: 4145.898438
	Iteration 9Q: 3 clusters Score -544373.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -544418.812500 Penalty: 4145.898438
	Iteration 10Q: 3 clusters Score -544418.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -544465.937500 Penalty: 4145.898438
	Iteration 11Q: 3 clusters Score -544465.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -544516.000000 Penalty: 4145.898438
	Iteration 12Q: 3 clusters Score -544516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -544567.750000 Penalty: 4145.898438
	Iteration 13Q: 3 clusters Score -544567.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -544611.625000 Penalty: 4145.898438
	Iteration 14Q: 3 clusters Score -544611.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -544648.437500 Penalty: 4145.898438
	Iteration 15Q: 3 clusters Score -544648.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -544686.750000 Penalty: 4145.898438
	Iteration 16Q: 3 clusters Score -544686.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -544719.250000 Penalty: 4145.898438
	Iteration 17Q: 3 clusters Score -544719.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -544753.687500 Penalty: 4145.898438
	Iteration 18Q: 3 clusters Score -544753.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -544780.625000 Penalty: 4145.898438
	Iteration 19Q: 3 clusters Score -544780.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -544803.937500 Penalty: 4145.898438
	Iteration 20F: 3 clusters Score -544803.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -544827.312500 Penalty: 4145.898438
	Iteration 21Q: 3 clusters Score -544827.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -544857.687500 Penalty: 4145.898438
	Iteration 22Q: 3 clusters Score -544857.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -544885.562500 Penalty: 4145.898438
	Iteration 23Q: 3 clusters Score -544885.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -544925.062500 Penalty: 4145.898438
	Iteration 24Q: 3 clusters Score -544925.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -544972.750000 Penalty: 4145.898438
	Iteration 25Q: 3 clusters Score -544972.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -545023.000000 Penalty: 4145.898438
	Iteration 26Q: 3 clusters Score -545023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -545059.375000 Penalty: 4145.898438
	Iteration 27Q: 3 clusters Score -545059.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -545102.687500 Penalty: 4145.898438
	Iteration 28Q: 3 clusters Score -545102.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -545155.312500 Penalty: 4145.898438
	Iteration 29Q: 3 clusters Score -545155.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -545202.437500 Penalty: 4145.898438
	Iteration 30Q: 3 clusters Score -545202.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -545246.187500 Penalty: 4145.898438
	Iteration 31Q: 3 clusters Score -545246.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -545290.375000 Penalty: 4145.898438
	Iteration 32Q: 3 clusters Score -545290.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -545332.812500 Penalty: 4145.898438
	Iteration 33Q: 3 clusters Score -545332.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -545357.937500 Penalty: 4145.898438
	Iteration 34Q: 3 clusters Score -545357.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -545372.750000 Penalty: 4145.898438
	Iteration 35Q: 3 clusters Score -545372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -545379.562500 Penalty: 4145.898438
	Iteration 36Q: 3 clusters Score -545379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -545383.687500 Penalty: 4145.898438
	Iteration 37Q: 3 clusters Score -545383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -545388.312500 Penalty: 4145.898438
	Iteration 38Q: 3 clusters Score -545388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -545395.500000 Penalty: 4145.898438
	Iteration 39Q: 3 clusters Score -545395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -545408.312500 Penalty: 4145.898438
	Iteration 40F: 3 clusters Score -545408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -545412.750000 Penalty: 4145.898438
	Iteration 41Q: 3 clusters Score -545412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -545417.937500 Penalty: 4145.898438
	Iteration 42Q: 3 clusters Score -545417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -545423.125000 Penalty: 4145.898438
	Iteration 43Q: 3 clusters Score -545423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -545428.750000 Penalty: 4145.898438
	Iteration 44Q: 3 clusters Score -545428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -545433.687500 Penalty: 4145.898438
	Iteration 45Q: 3 clusters Score -545433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -545438.000000 Penalty: 4145.898438
	Iteration 46Q: 3 clusters Score -545438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -545440.812500 Penalty: 4145.898438
	Iteration 47Q: 3 clusters Score -545440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -545441.437500 Penalty: 4145.898438
	Iteration 48Q: 3 clusters Score -545441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -545443.125000 Penalty: 4145.898438
	Iteration 49Q: 3 clusters Score -545443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -545443.125000 Penalty: 4145.898438
	Iteration 50F: 3 clusters Score -545443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -114270.648438 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -114270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112432.460938 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -112432.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112680.640625 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -112680.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112764.304688 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -112764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112794.875000 Penalty: 3357.172607
	Iteration 3Q: 3 clusters Score -112794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112806.687500 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -112806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112811.750000 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -112811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112815.320312 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -112815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112818.843750 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -112818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112821.335938 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -112821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112825.515625 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -112825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112825.515625 Penalty: 3357.172607
	Iteration 10F: 3 clusters Score -112825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234157 members 
Entering Unmasked Estep 
Score: -32029510.000000 Penalty: 3066.209229
	Iteration 0F: 2 clusters Score -3.202951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 117028 members 
Entering Unmasked Estep 
Score: -31890284.000000 Penalty: 6132.418457
	Iteration 0F: 3 clusters Score -3.189028e+07 nChanged 113117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -31957040.000000 Penalty: 6132.418457
	Iteration 1F: 3 clusters Score -3.195704e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -31957902.000000 Penalty: 6132.418457
	Iteration 2Q: 3 clusters Score -3.19579e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -31959118.000000 Penalty: 6132.418457
	Iteration 3Q: 3 clusters Score -3.195912e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -31960684.000000 Penalty: 6132.418457
	Iteration 4Q: 3 clusters Score -3.196068e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -31963272.000000 Penalty: 6132.418457
	Iteration 5Q: 3 clusters Score -3.196327e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133178 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -31967622.000000 Penalty: 6132.418457
	Iteration 6Q: 3 clusters Score -3.196762e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -31975062.000000 Penalty: 6132.418457
	Iteration 7F: 3 clusters Score -3.197506e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -31986076.000000 Penalty: 6132.418457
	Iteration 8F: 3 clusters Score -3.198608e+07 nChanged 15521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -31996988.000000 Penalty: 6132.418457
	Iteration 9F: 3 clusters Score -3.199699e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -32002648.000000 Penalty: 6132.418457
	Iteration 10F: 3 clusters Score -3.200265e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161724 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -32004290.000000 Penalty: 6132.418457
	Iteration 11Q: 3 clusters Score -3.200429e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -32004840.000000 Penalty: 6132.418457
	Iteration 12Q: 3 clusters Score -3.200484e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -32005102.000000 Penalty: 6132.418457
	Iteration 13Q: 3 clusters Score -3.20051e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -32005310.000000 Penalty: 6132.418457
	Iteration 14Q: 3 clusters Score -3.200531e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -32005504.000000 Penalty: 6132.418457
	Iteration 15Q: 3 clusters Score -3.20055e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -32005704.000000 Penalty: 6132.418457
	Iteration 16Q: 3 clusters Score -3.20057e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -32006006.000000 Penalty: 6132.418457
	Iteration 17Q: 3 clusters Score -3.200601e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -32006186.000000 Penalty: 6132.418457
	Iteration 18Q: 3 clusters Score -3.200619e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -32006100.000000 Penalty: 6132.418457
	Iteration 19Q: 3 clusters Score -3.20061e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -32005998.000000 Penalty: 6132.418457
	Iteration 20F: 3 clusters Score -3.2006e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -32006020.000000 Penalty: 6132.418457
	Iteration 21Q: 3 clusters Score -3.200602e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -32006036.000000 Penalty: 6132.418457
	Iteration 22Q: 3 clusters Score -3.200604e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -32005956.000000 Penalty: 6132.418457
	Iteration 23Q: 3 clusters Score -3.200596e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -32005914.000000 Penalty: 6132.418457
	Iteration 24Q: 3 clusters Score -3.200591e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180198 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -32005948.000000 Penalty: 6132.418457
	Iteration 25Q: 3 clusters Score -3.200595e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -32005886.000000 Penalty: 6132.418457
	Iteration 26Q: 3 clusters Score -3.200589e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180979 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -32005970.000000 Penalty: 6132.418457
	Iteration 27Q: 3 clusters Score -3.200597e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -32005870.000000 Penalty: 6132.418457
	Iteration 28Q: 3 clusters Score -3.200587e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -32005772.000000 Penalty: 6132.418457
	Iteration 29Q: 3 clusters Score -3.200577e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181512 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -32005748.000000 Penalty: 6132.418457
	Iteration 30Q: 3 clusters Score -3.200575e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181562 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -32005630.000000 Penalty: 6132.418457
	Iteration 31Q: 3 clusters Score -3.200563e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -32005614.000000 Penalty: 6132.418457
	Iteration 32Q: 3 clusters Score -3.200561e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181597 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -32005624.000000 Penalty: 6132.418457
	Iteration 33Q: 3 clusters Score -3.200562e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181582 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -32005606.000000 Penalty: 6132.418457
	Iteration 34Q: 3 clusters Score -3.200561e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181456 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -32005564.000000 Penalty: 6132.418457
	Iteration 35Q: 3 clusters Score -3.200556e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -32005596.000000 Penalty: 6132.418457
	Iteration 36Q: 3 clusters Score -3.20056e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181091 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -32005568.000000 Penalty: 6132.418457
	Iteration 37Q: 3 clusters Score -3.200557e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180880 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -32005562.000000 Penalty: 6132.418457
	Iteration 38Q: 3 clusters Score -3.200556e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -32005382.000000 Penalty: 6132.418457
	Iteration 39Q: 3 clusters Score -3.200538e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180357 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -32005326.000000 Penalty: 6132.418457
	Iteration 40F: 3 clusters Score -3.200533e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -32005378.000000 Penalty: 6132.418457
	Iteration 41Q: 3 clusters Score -3.200538e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -32005146.000000 Penalty: 6132.418457
	Iteration 42Q: 3 clusters Score -3.200515e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -32004966.000000 Penalty: 6132.418457
	Iteration 43Q: 3 clusters Score -3.200497e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -32004882.000000 Penalty: 6132.418457
	Iteration 44Q: 3 clusters Score -3.200488e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -32004870.000000 Penalty: 6132.418457
	Iteration 45Q: 3 clusters Score -3.200487e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -32004798.000000 Penalty: 6132.418457
	Iteration 46Q: 3 clusters Score -3.20048e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177669 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -32004784.000000 Penalty: 6132.418457
	Iteration 47Q: 3 clusters Score -3.200478e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177162 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -32004692.000000 Penalty: 6132.418457
	Iteration 48Q: 3 clusters Score -3.200469e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -32004710.000000 Penalty: 6132.418457
	Iteration 49Q: 3 clusters Score -3.200471e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -32004644.000000 Penalty: 6132.418457
	Iteration 50Q: 3 clusters Score -3.200464e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -32004702.000000 Penalty: 6132.418457
	Iteration 51Q: 3 clusters Score -3.20047e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174951 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -32004690.000000 Penalty: 6132.418457
	Iteration 52Q: 3 clusters Score -3.200469e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174392 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -32004680.000000 Penalty: 6132.418457
	Iteration 53Q: 3 clusters Score -3.200468e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -32004662.000000 Penalty: 6132.418457
	Iteration 54Q: 3 clusters Score -3.200466e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -32004576.000000 Penalty: 6132.418457
	Iteration 55Q: 3 clusters Score -3.200458e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -32004578.000000 Penalty: 6132.418457
	Iteration 56Q: 3 clusters Score -3.200458e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -32004506.000000 Penalty: 6132.418457
	Iteration 57Q: 3 clusters Score -3.200451e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -32004506.000000 Penalty: 6132.418457
	Iteration 58Q: 3 clusters Score -3.200451e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -32004498.000000 Penalty: 6132.418457
	Iteration 59Q: 3 clusters Score -3.20045e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -32004456.000000 Penalty: 6132.418457
	Iteration 60F: 3 clusters Score -3.200446e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -32004384.000000 Penalty: 6132.418457
	Iteration 61Q: 3 clusters Score -3.200438e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169057 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -32004246.000000 Penalty: 6132.418457
	Iteration 62Q: 3 clusters Score -3.200425e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -32004224.000000 Penalty: 6132.418457
	Iteration 63Q: 3 clusters Score -3.200422e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167534 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -32004216.000000 Penalty: 6132.418457
	Iteration 64Q: 3 clusters Score -3.200422e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -32004140.000000 Penalty: 6132.418457
	Iteration 65Q: 3 clusters Score -3.200414e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -32004090.000000 Penalty: 6132.418457
	Iteration 66Q: 3 clusters Score -3.200409e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -32004058.000000 Penalty: 6132.418457
	Iteration 67Q: 3 clusters Score -3.200406e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -32003952.000000 Penalty: 6132.418457
	Iteration 68Q: 3 clusters Score -3.200395e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -32003904.000000 Penalty: 6132.418457
	Iteration 69Q: 3 clusters Score -3.20039e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -32003804.000000 Penalty: 6132.418457
	Iteration 70Q: 3 clusters Score -3.20038e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -32003626.000000 Penalty: 6132.418457
	Iteration 71Q: 3 clusters Score -3.200363e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -32003606.000000 Penalty: 6132.418457
	Iteration 72Q: 3 clusters Score -3.200361e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -32003614.000000 Penalty: 6132.418457
	Iteration 73Q: 3 clusters Score -3.200361e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -32003596.000000 Penalty: 6132.418457
	Iteration 74Q: 3 clusters Score -3.20036e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157677 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -32003496.000000 Penalty: 6132.418457
	Iteration 75Q: 3 clusters Score -3.20035e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -32003422.000000 Penalty: 6132.418457
	Iteration 76Q: 3 clusters Score -3.200342e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -32003362.000000 Penalty: 6132.418457
	Iteration 77Q: 3 clusters Score -3.200336e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -32003286.000000 Penalty: 6132.418457
	Iteration 78Q: 3 clusters Score -3.200329e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -32003172.000000 Penalty: 6132.418457
	Iteration 79Q: 3 clusters Score -3.200317e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -32003174.000000 Penalty: 6132.418457
	Iteration 80F: 3 clusters Score -3.200317e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -32003202.000000 Penalty: 6132.418457
	Iteration 81Q: 3 clusters Score -3.20032e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -32003158.000000 Penalty: 6132.418457
	Iteration 82Q: 3 clusters Score -3.200316e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149162 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -32003106.000000 Penalty: 6132.418457
	Iteration 83Q: 3 clusters Score -3.200311e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -32003096.000000 Penalty: 6132.418457
	Iteration 84Q: 3 clusters Score -3.20031e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -32003136.000000 Penalty: 6132.418457
	Iteration 85Q: 3 clusters Score -3.200314e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -32003208.000000 Penalty: 6132.418457
	Iteration 86Q: 3 clusters Score -3.200321e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145168 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -32003210.000000 Penalty: 6132.418457
	Iteration 87Q: 3 clusters Score -3.200321e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -32003276.000000 Penalty: 6132.418457
	Iteration 88Q: 3 clusters Score -3.200328e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143521 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -32003330.000000 Penalty: 6132.418457
	Iteration 89Q: 3 clusters Score -3.200333e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -32003234.000000 Penalty: 6132.418457
	Iteration 90Q: 3 clusters Score -3.200323e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -32003300.000000 Penalty: 6132.418457
	Iteration 91Q: 3 clusters Score -3.20033e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -32003302.000000 Penalty: 6132.418457
	Iteration 92Q: 3 clusters Score -3.20033e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -32003372.000000 Penalty: 6132.418457
	Iteration 93Q: 3 clusters Score -3.200337e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -32003412.000000 Penalty: 6132.418457
	Iteration 94Q: 3 clusters Score -3.200341e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138921 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -32003426.000000 Penalty: 6132.418457
	Iteration 95Q: 3 clusters Score -3.200343e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138384 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -32003486.000000 Penalty: 6132.418457
	Iteration 96Q: 3 clusters Score -3.200349e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -32003470.000000 Penalty: 6132.418457
	Iteration 97Q: 3 clusters Score -3.200347e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -32003468.000000 Penalty: 6132.418457
	Iteration 98Q: 3 clusters Score -3.200347e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -32003562.000000 Penalty: 6132.418457
	Iteration 99Q: 3 clusters Score -3.200356e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -32003572.000000 Penalty: 6132.418457
	Iteration 100F: 3 clusters Score -3.200357e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -32003560.000000 Penalty: 6132.418457
	Iteration 101Q: 3 clusters Score -3.200356e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -32003502.000000 Penalty: 6132.418457
	Iteration 102Q: 3 clusters Score -3.20035e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135423 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -32003450.000000 Penalty: 6132.418457
	Iteration 103Q: 3 clusters Score -3.200345e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -32003470.000000 Penalty: 6132.418457
	Iteration 104Q: 3 clusters Score -3.200347e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -32003400.000000 Penalty: 6132.418457
	Iteration 105Q: 3 clusters Score -3.20034e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -32003342.000000 Penalty: 6132.418457
	Iteration 106Q: 3 clusters Score -3.200334e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -32003306.000000 Penalty: 6132.418457
	Iteration 107Q: 3 clusters Score -3.200331e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133644 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -32003308.000000 Penalty: 6132.418457
	Iteration 108Q: 3 clusters Score -3.200331e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -32003324.000000 Penalty: 6132.418457
	Iteration 109Q: 3 clusters Score -3.200332e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -32003304.000000 Penalty: 6132.418457
	Iteration 110Q: 3 clusters Score -3.20033e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -32003314.000000 Penalty: 6132.418457
	Iteration 111Q: 3 clusters Score -3.200331e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -32003350.000000 Penalty: 6132.418457
	Iteration 112Q: 3 clusters Score -3.200335e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -32003332.000000 Penalty: 6132.418457
	Iteration 113Q: 3 clusters Score -3.200333e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -32003380.000000 Penalty: 6132.418457
	Iteration 114Q: 3 clusters Score -3.200338e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131273 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -32003438.000000 Penalty: 6132.418457
	Iteration 115Q: 3 clusters Score -3.200344e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -32003418.000000 Penalty: 6132.418457
	Iteration 116Q: 3 clusters Score -3.200342e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -32003422.000000 Penalty: 6132.418457
	Iteration 117Q: 3 clusters Score -3.200342e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -32003404.000000 Penalty: 6132.418457
	Iteration 118Q: 3 clusters Score -3.20034e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 103952 members 
Entering Unmasked Estep 
Score: -32003354.000000 Penalty: 6132.418457
	Iteration 119Q: 3 clusters Score -3.200335e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -32003342.000000 Penalty: 6132.418457
	Iteration 120F: 3 clusters Score -3.200334e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -32003372.000000 Penalty: 6132.418457
	Iteration 121Q: 3 clusters Score -3.200337e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -32003372.000000 Penalty: 6132.418457
	Iteration 122Q: 3 clusters Score -3.200337e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -32003412.000000 Penalty: 6132.418457
	Iteration 123Q: 3 clusters Score -3.200341e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -32003440.000000 Penalty: 6132.418457
	Iteration 124Q: 3 clusters Score -3.200344e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -32003438.000000 Penalty: 6132.418457
	Iteration 125Q: 3 clusters Score -3.200344e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -32003472.000000 Penalty: 6132.418457
	Iteration 126Q: 3 clusters Score -3.200347e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -32003402.000000 Penalty: 6132.418457
	Iteration 127Q: 3 clusters Score -3.20034e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128456 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -32003432.000000 Penalty: 6132.418457
	Iteration 128Q: 3 clusters Score -3.200343e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -32003416.000000 Penalty: 6132.418457
	Iteration 129Q: 3 clusters Score -3.200342e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -32003452.000000 Penalty: 6132.418457
	Iteration 130Q: 3 clusters Score -3.200345e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -32003380.000000 Penalty: 6132.418457
	Iteration 131Q: 3 clusters Score -3.200338e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -32003424.000000 Penalty: 6132.418457
	Iteration 132Q: 3 clusters Score -3.200342e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -32003404.000000 Penalty: 6132.418457
	Iteration 133Q: 3 clusters Score -3.20034e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -32003390.000000 Penalty: 6132.418457
	Iteration 134Q: 3 clusters Score -3.200339e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -32003428.000000 Penalty: 6132.418457
	Iteration 135Q: 3 clusters Score -3.200343e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -32003384.000000 Penalty: 6132.418457
	Iteration 136Q: 3 clusters Score -3.200338e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -32003390.000000 Penalty: 6132.418457
	Iteration 137Q: 3 clusters Score -3.200339e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126380 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -32003354.000000 Penalty: 6132.418457
	Iteration 138Q: 3 clusters Score -3.200335e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -32003306.000000 Penalty: 6132.418457
	Iteration 139Q: 3 clusters Score -3.200331e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -32003320.000000 Penalty: 6132.418457
	Iteration 140F: 3 clusters Score -3.200332e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -32003384.000000 Penalty: 6132.418457
	Iteration 141Q: 3 clusters Score -3.200338e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -32003388.000000 Penalty: 6132.418457
	Iteration 142Q: 3 clusters Score -3.200339e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -32003378.000000 Penalty: 6132.418457
	Iteration 143Q: 3 clusters Score -3.200338e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -32003364.000000 Penalty: 6132.418457
	Iteration 144Q: 3 clusters Score -3.200336e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -32003332.000000 Penalty: 6132.418457
	Iteration 145Q: 3 clusters Score -3.200333e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -32003394.000000 Penalty: 6132.418457
	Iteration 146Q: 3 clusters Score -3.200339e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -32003392.000000 Penalty: 6132.418457
	Iteration 147Q: 3 clusters Score -3.200339e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -32003350.000000 Penalty: 6132.418457
	Iteration 148Q: 3 clusters Score -3.200335e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124295 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -32003340.000000 Penalty: 6132.418457
	Iteration 149Q: 3 clusters Score -3.200334e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124146 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -32003274.000000 Penalty: 6132.418457
	Iteration 150Q: 3 clusters Score -3.200327e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -32003324.000000 Penalty: 6132.418457
	Iteration 151Q: 3 clusters Score -3.200332e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -32003374.000000 Penalty: 6132.418457
	Iteration 152Q: 3 clusters Score -3.200337e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -32003364.000000 Penalty: 6132.418457
	Iteration 153Q: 3 clusters Score -3.200336e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -32003434.000000 Penalty: 6132.418457
	Iteration 154Q: 3 clusters Score -3.200343e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -32003472.000000 Penalty: 6132.418457
	Iteration 155Q: 3 clusters Score -3.200347e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -32003464.000000 Penalty: 6132.418457
	Iteration 156Q: 3 clusters Score -3.200346e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -32003504.000000 Penalty: 6132.418457
	Iteration 157Q: 3 clusters Score -3.20035e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123079 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -32003506.000000 Penalty: 6132.418457
	Iteration 158Q: 3 clusters Score -3.200351e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -32003526.000000 Penalty: 6132.418457
	Iteration 159Q: 3 clusters Score -3.200353e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -32003508.000000 Penalty: 6132.418457
	Iteration 160F: 3 clusters Score -3.200351e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -32003500.000000 Penalty: 6132.418457
	Iteration 161Q: 3 clusters Score -3.20035e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -32003520.000000 Penalty: 6132.418457
	Iteration 162Q: 3 clusters Score -3.200352e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -32003462.000000 Penalty: 6132.418457
	Iteration 163Q: 3 clusters Score -3.200346e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122335 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -32003446.000000 Penalty: 6132.418457
	Iteration 164Q: 3 clusters Score -3.200345e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122216 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -32003482.000000 Penalty: 6132.418457
	Iteration 165Q: 3 clusters Score -3.200348e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122121 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -32003480.000000 Penalty: 6132.418457
	Iteration 166Q: 3 clusters Score -3.200348e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -32003484.000000 Penalty: 6132.418457
	Iteration 167Q: 3 clusters Score -3.200348e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121951 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -32003488.000000 Penalty: 6132.418457
	Iteration 168Q: 3 clusters Score -3.200349e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121915 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -32003520.000000 Penalty: 6132.418457
	Iteration 169Q: 3 clusters Score -3.200352e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -32003536.000000 Penalty: 6132.418457
	Iteration 170Q: 3 clusters Score -3.200354e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -32003486.000000 Penalty: 6132.418457
	Iteration 171Q: 3 clusters Score -3.200349e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -32003486.000000 Penalty: 6132.418457
	Iteration 172Q: 3 clusters Score -3.200349e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -32003478.000000 Penalty: 6132.418457
	Iteration 173Q: 3 clusters Score -3.200348e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 112356 members 
Entering Unmasked Estep 
Score: -32003516.000000 Penalty: 6132.418457
	Iteration 174Q: 3 clusters Score -3.200352e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -32003516.000000 Penalty: 6132.418457
	Iteration 175Q: 3 clusters Score -3.200352e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -32003522.000000 Penalty: 6132.418457
	Iteration 176Q: 3 clusters Score -3.200352e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -32003574.000000 Penalty: 6132.418457
	Iteration 177Q: 3 clusters Score -3.200357e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121623 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -32003582.000000 Penalty: 6132.418457
	Iteration 178Q: 3 clusters Score -3.200358e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121546 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -32003630.000000 Penalty: 6132.418457
	Iteration 179Q: 3 clusters Score -3.200363e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121473 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -32003652.000000 Penalty: 6132.418457
	Iteration 180F: 3 clusters Score -3.200365e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -32003616.000000 Penalty: 6132.418457
	Iteration 181Q: 3 clusters Score -3.200362e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -32003686.000000 Penalty: 6132.418457
	Iteration 182Q: 3 clusters Score -3.200369e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -32003694.000000 Penalty: 6132.418457
	Iteration 183Q: 3 clusters Score -3.200369e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -32003720.000000 Penalty: 6132.418457
	Iteration 184Q: 3 clusters Score -3.200372e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -32003684.000000 Penalty: 6132.418457
	Iteration 185Q: 3 clusters Score -3.200368e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -32003678.000000 Penalty: 6132.418457
	Iteration 186Q: 3 clusters Score -3.200368e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -32003762.000000 Penalty: 6132.418457
	Iteration 187Q: 3 clusters Score -3.200376e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121044 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -32003810.000000 Penalty: 6132.418457
	Iteration 188Q: 3 clusters Score -3.200381e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -32003828.000000 Penalty: 6132.418457
	Iteration 189Q: 3 clusters Score -3.200383e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -32003866.000000 Penalty: 6132.418457
	Iteration 190Q: 3 clusters Score -3.200387e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -32003862.000000 Penalty: 6132.418457
	Iteration 191Q: 3 clusters Score -3.200386e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -32003830.000000 Penalty: 6132.418457
	Iteration 192Q: 3 clusters Score -3.200383e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -32003860.000000 Penalty: 6132.418457
	Iteration 193Q: 3 clusters Score -3.200386e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -32003886.000000 Penalty: 6132.418457
	Iteration 194Q: 3 clusters Score -3.200389e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120911 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -32003868.000000 Penalty: 6132.418457
	Iteration 195Q: 3 clusters Score -3.200387e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -32003922.000000 Penalty: 6132.418457
	Iteration 196Q: 3 clusters Score -3.200392e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -32003934.000000 Penalty: 6132.418457
	Iteration 197Q: 3 clusters Score -3.200393e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -32003904.000000 Penalty: 6132.418457
	Iteration 198Q: 3 clusters Score -3.20039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -32003884.000000 Penalty: 6132.418457
	Iteration 199Q: 3 clusters Score -3.200388e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -32003910.000000 Penalty: 6132.418457
	Iteration 200F: 3 clusters Score -3.200391e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -32003886.000000 Penalty: 6132.418457
	Iteration 201Q: 3 clusters Score -3.200389e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -32003876.000000 Penalty: 6132.418457
	Iteration 202Q: 3 clusters Score -3.200388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -32003914.000000 Penalty: 6132.418457
	Iteration 203Q: 3 clusters Score -3.200391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -32003942.000000 Penalty: 6132.418457
	Iteration 204Q: 3 clusters Score -3.200394e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121011 members 
Mstep: Class 2 contains 113146 members 
Entering Unmasked Estep 
Score: -32003918.000000 Penalty: 6132.418457
	Iteration 205Q: 3 clusters Score -3.200392e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -32003890.000000 Penalty: 6132.418457
	Iteration 206Q: 3 clusters Score -3.200389e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -32003874.000000 Penalty: 6132.418457
	Iteration 207Q: 3 clusters Score -3.200387e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -32003920.000000 Penalty: 6132.418457
	Iteration 208Q: 3 clusters Score -3.200392e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 113072 members 
Entering Unmasked Estep 
Score: -32003920.000000 Penalty: 6132.418457
	Iteration 209Q: 3 clusters Score -3.200392e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -32003962.000000 Penalty: 6132.418457
	Iteration 210Q: 3 clusters Score -3.200396e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -32003954.000000 Penalty: 6132.418457
	Iteration 211Q: 3 clusters Score -3.200395e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121091 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -32003938.000000 Penalty: 6132.418457
	Iteration 212Q: 3 clusters Score -3.200394e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -32003910.000000 Penalty: 6132.418457
	Iteration 213Q: 3 clusters Score -3.200391e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -32003914.000000 Penalty: 6132.418457
	Iteration 214Q: 3 clusters Score -3.200391e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -32003918.000000 Penalty: 6132.418457
	Iteration 215Q: 3 clusters Score -3.200392e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 216Q: 3 clusters Score -3.200393e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -32003944.000000 Penalty: 6132.418457
	Iteration 217Q: 3 clusters Score -3.200394e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -32003938.000000 Penalty: 6132.418457
	Iteration 218Q: 3 clusters Score -3.200394e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -32003904.000000 Penalty: 6132.418457
	Iteration 219Q: 3 clusters Score -3.20039e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -32003888.000000 Penalty: 6132.418457
	Iteration 220F: 3 clusters Score -3.200389e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -32003936.000000 Penalty: 6132.418457
	Iteration 221Q: 3 clusters Score -3.200394e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -32004004.000000 Penalty: 6132.418457
	Iteration 222Q: 3 clusters Score -3.2004e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -32004006.000000 Penalty: 6132.418457
	Iteration 223Q: 3 clusters Score -3.200401e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -32004010.000000 Penalty: 6132.418457
	Iteration 224Q: 3 clusters Score -3.200401e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121199 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -32003994.000000 Penalty: 6132.418457
	Iteration 225Q: 3 clusters Score -3.200399e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -32003986.000000 Penalty: 6132.418457
	Iteration 226Q: 3 clusters Score -3.200399e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -32003996.000000 Penalty: 6132.418457
	Iteration 227Q: 3 clusters Score -3.2004e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -32004006.000000 Penalty: 6132.418457
	Iteration 228Q: 3 clusters Score -3.200401e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -32003948.000000 Penalty: 6132.418457
	Iteration 229Q: 3 clusters Score -3.200395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -32003962.000000 Penalty: 6132.418457
	Iteration 230Q: 3 clusters Score -3.200396e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -32003946.000000 Penalty: 6132.418457
	Iteration 231Q: 3 clusters Score -3.200395e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -32003944.000000 Penalty: 6132.418457
	Iteration 232Q: 3 clusters Score -3.200394e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -32003930.000000 Penalty: 6132.418457
	Iteration 233Q: 3 clusters Score -3.200393e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -32003944.000000 Penalty: 6132.418457
	Iteration 234Q: 3 clusters Score -3.200394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -32003926.000000 Penalty: 6132.418457
	Iteration 235Q: 3 clusters Score -3.200393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -32003930.000000 Penalty: 6132.418457
	Iteration 236Q: 3 clusters Score -3.200393e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -32003904.000000 Penalty: 6132.418457
	Iteration 237Q: 3 clusters Score -3.20039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -32003928.000000 Penalty: 6132.418457
	Iteration 238Q: 3 clusters Score -3.200393e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -32003926.000000 Penalty: 6132.418457
	Iteration 239Q: 3 clusters Score -3.200393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -32003894.000000 Penalty: 6132.418457
	Iteration 240F: 3 clusters Score -3.200389e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -32003908.000000 Penalty: 6132.418457
	Iteration 241Q: 3 clusters Score -3.200391e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -32003862.000000 Penalty: 6132.418457
	Iteration 242Q: 3 clusters Score -3.200386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -32003876.000000 Penalty: 6132.418457
	Iteration 243Q: 3 clusters Score -3.200388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121199 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -32003886.000000 Penalty: 6132.418457
	Iteration 244Q: 3 clusters Score -3.200389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121185 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -32003866.000000 Penalty: 6132.418457
	Iteration 245Q: 3 clusters Score -3.200387e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 112983 members 
Entering Unmasked Estep 
Score: -32003844.000000 Penalty: 6132.418457
	Iteration 246Q: 3 clusters Score -3.200384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -32003874.000000 Penalty: 6132.418457
	Iteration 247Q: 3 clusters Score -3.200387e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -32003850.000000 Penalty: 6132.418457
	Iteration 248Q: 3 clusters Score -3.200385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -32003828.000000 Penalty: 6132.418457
	Iteration 249Q: 3 clusters Score -3.200383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -32003850.000000 Penalty: 6132.418457
	Iteration 250Q: 3 clusters Score -3.200385e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -32003888.000000 Penalty: 6132.418457
	Iteration 251Q: 3 clusters Score -3.200389e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -32003900.000000 Penalty: 6132.418457
	Iteration 252Q: 3 clusters Score -3.20039e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -32003880.000000 Penalty: 6132.418457
	Iteration 253Q: 3 clusters Score -3.200388e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -32003840.000000 Penalty: 6132.418457
	Iteration 254Q: 3 clusters Score -3.200384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -32003842.000000 Penalty: 6132.418457
	Iteration 255Q: 3 clusters Score -3.200384e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -32003874.000000 Penalty: 6132.418457
	Iteration 256Q: 3 clusters Score -3.200387e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -32003884.000000 Penalty: 6132.418457
	Iteration 257Q: 3 clusters Score -3.200388e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -32003886.000000 Penalty: 6132.418457
	Iteration 258Q: 3 clusters Score -3.200389e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 113072 members 
Entering Unmasked Estep 
Score: -32003860.000000 Penalty: 6132.418457
	Iteration 259Q: 3 clusters Score -3.200386e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -32003922.000000 Penalty: 6132.418457
	Iteration 260F: 3 clusters Score -3.200392e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -32003934.000000 Penalty: 6132.418457
	Iteration 261Q: 3 clusters Score -3.200393e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -32003900.000000 Penalty: 6132.418457
	Iteration 262Q: 3 clusters Score -3.20039e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 113103 members 
Entering Unmasked Estep 
Score: -32003878.000000 Penalty: 6132.418457
	Iteration 263Q: 3 clusters Score -3.200388e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -32003910.000000 Penalty: 6132.418457
	Iteration 264Q: 3 clusters Score -3.200391e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 113138 members 
Entering Unmasked Estep 
Score: -32003884.000000 Penalty: 6132.418457
	Iteration 265Q: 3 clusters Score -3.200388e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -32003894.000000 Penalty: 6132.418457
	Iteration 266Q: 3 clusters Score -3.200389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120993 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -32003892.000000 Penalty: 6132.418457
	Iteration 267Q: 3 clusters Score -3.200389e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -32003888.000000 Penalty: 6132.418457
	Iteration 268Q: 3 clusters Score -3.200389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120956 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -32003888.000000 Penalty: 6132.418457
	Iteration 269Q: 3 clusters Score -3.200389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -32003920.000000 Penalty: 6132.418457
	Iteration 270Q: 3 clusters Score -3.200392e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120907 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -32003922.000000 Penalty: 6132.418457
	Iteration 271Q: 3 clusters Score -3.200392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -32003944.000000 Penalty: 6132.418457
	Iteration 272Q: 3 clusters Score -3.200394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -32003950.000000 Penalty: 6132.418457
	Iteration 273Q: 3 clusters Score -3.200395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -32003962.000000 Penalty: 6132.418457
	Iteration 274Q: 3 clusters Score -3.200396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 113320 members 
Entering Unmasked Estep 
Score: -32003966.000000 Penalty: 6132.418457
	Iteration 275Q: 3 clusters Score -3.200397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -32003928.000000 Penalty: 6132.418457
	Iteration 276Q: 3 clusters Score -3.200393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 277Q: 3 clusters Score -3.200393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -32003922.000000 Penalty: 6132.418457
	Iteration 278Q: 3 clusters Score -3.200392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -32003908.000000 Penalty: 6132.418457
	Iteration 279Q: 3 clusters Score -3.200391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -32003894.000000 Penalty: 6132.418457
	Iteration 280F: 3 clusters Score -3.200389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -32003904.000000 Penalty: 6132.418457
	Iteration 281Q: 3 clusters Score -3.20039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -32003902.000000 Penalty: 6132.418457
	Iteration 282Q: 3 clusters Score -3.20039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -32003926.000000 Penalty: 6132.418457
	Iteration 283Q: 3 clusters Score -3.200393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 284Q: 3 clusters Score -3.200393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -32003948.000000 Penalty: 6132.418457
	Iteration 285Q: 3 clusters Score -3.200395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -32003912.000000 Penalty: 6132.418457
	Iteration 286Q: 3 clusters Score -3.200391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -32003928.000000 Penalty: 6132.418457
	Iteration 287Q: 3 clusters Score -3.200393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 288Q: 3 clusters Score -3.200393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -32003916.000000 Penalty: 6132.418457
	Iteration 289Q: 3 clusters Score -3.200392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -32003912.000000 Penalty: 6132.418457
	Iteration 290Q: 3 clusters Score -3.200391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 291Q: 3 clusters Score -3.200393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120784 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -32003950.000000 Penalty: 6132.418457
	Iteration 292Q: 3 clusters Score -3.200395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 113375 members 
Entering Unmasked Estep 
Score: -32003938.000000 Penalty: 6132.418457
	Iteration 293Q: 3 clusters Score -3.200394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -32003928.000000 Penalty: 6132.418457
	Iteration 294Q: 3 clusters Score -3.200393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -32003948.000000 Penalty: 6132.418457
	Iteration 295Q: 3 clusters Score -3.200395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -32003954.000000 Penalty: 6132.418457
	Iteration 296Q: 3 clusters Score -3.200395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -32003954.000000 Penalty: 6132.418457
	Iteration 297Q: 3 clusters Score -3.200395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -32003942.000000 Penalty: 6132.418457
	Iteration 298Q: 3 clusters Score -3.200394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -32003952.000000 Penalty: 6132.418457
	Iteration 299Q: 3 clusters Score -3.200395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -32003942.000000 Penalty: 6132.418457
	Iteration 300F: 3 clusters Score -3.200394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -32003944.000000 Penalty: 6132.418457
	Iteration 301Q: 3 clusters Score -3.200394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -32003956.000000 Penalty: 6132.418457
	Iteration 302Q: 3 clusters Score -3.200396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -32003958.000000 Penalty: 6132.418457
	Iteration 303Q: 3 clusters Score -3.200396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -32003952.000000 Penalty: 6132.418457
	Iteration 304Q: 3 clusters Score -3.200395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120771 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -32003958.000000 Penalty: 6132.418457
	Iteration 305Q: 3 clusters Score -3.200396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -32003964.000000 Penalty: 6132.418457
	Iteration 306Q: 3 clusters Score -3.200396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -32003962.000000 Penalty: 6132.418457
	Iteration 307Q: 3 clusters Score -3.200396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -32003936.000000 Penalty: 6132.418457
	Iteration 308Q: 3 clusters Score -3.200394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120764 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -32003928.000000 Penalty: 6132.418457
	Iteration 309Q: 3 clusters Score -3.200393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -32003938.000000 Penalty: 6132.418457
	Iteration 310Q: 3 clusters Score -3.200394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -32003930.000000 Penalty: 6132.418457
	Iteration 311Q: 3 clusters Score -3.200393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 312Q: 3 clusters Score -3.200393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -32003932.000000 Penalty: 6132.418457
	Iteration 313F: 3 clusters Score -3.200393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Entering Unmasked Estep 
Score: -12797096.000000 Penalty: 2841.136719
	Iteration 0F: 2 clusters Score -1.27971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -12734022.000000 Penalty: 5682.273438
	Iteration 0F: 3 clusters Score -1.273402e+07 nChanged 44596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -12759446.000000 Penalty: 5682.273438
	Iteration 1F: 3 clusters Score -1.275945e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -12760354.000000 Penalty: 5682.273438
	Iteration 2Q: 3 clusters Score -1.276035e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -12761473.000000 Penalty: 5682.273438
	Iteration 3Q: 3 clusters Score -1.276147e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -12763133.000000 Penalty: 5682.273438
	Iteration 4Q: 3 clusters Score -1.276313e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -12765664.000000 Penalty: 5682.273438
	Iteration 5Q: 3 clusters Score -1.276566e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -12769147.000000 Penalty: 5682.273438
	Iteration 6F: 3 clusters Score -1.276915e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -12774010.000000 Penalty: 5682.273438
	Iteration 7F: 3 clusters Score -1.277401e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -12779548.000000 Penalty: 5682.273438
	Iteration 8F: 3 clusters Score -1.277955e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -12784864.000000 Penalty: 5682.273438
	Iteration 9F: 3 clusters Score -1.278486e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -12789014.000000 Penalty: 5682.273438
	Iteration 10F: 3 clusters Score -1.278901e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12791513.000000 Penalty: 5682.273438
	Iteration 11Q: 3 clusters Score -1.279151e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -12793023.000000 Penalty: 5682.273438
	Iteration 12Q: 3 clusters Score -1.279302e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -12793702.000000 Penalty: 5682.273438
	Iteration 13Q: 3 clusters Score -1.27937e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -12794065.000000 Penalty: 5682.273438
	Iteration 14Q: 3 clusters Score -1.279406e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12794327.000000 Penalty: 5682.273438
	Iteration 15Q: 3 clusters Score -1.279433e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12794488.000000 Penalty: 5682.273438
	Iteration 16Q: 3 clusters Score -1.279449e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12794591.000000 Penalty: 5682.273438
	Iteration 17Q: 3 clusters Score -1.279459e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12794653.000000 Penalty: 5682.273438
	Iteration 18Q: 3 clusters Score -1.279465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12794686.000000 Penalty: 5682.273438
	Iteration 19Q: 3 clusters Score -1.279469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12794703.000000 Penalty: 5682.273438
	Iteration 20F: 3 clusters Score -1.27947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12794724.000000 Penalty: 5682.273438
	Iteration 21Q: 3 clusters Score -1.279472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12794746.000000 Penalty: 5682.273438
	Iteration 22Q: 3 clusters Score -1.279475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12794755.000000 Penalty: 5682.273438
	Iteration 23Q: 3 clusters Score -1.279476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12794771.000000 Penalty: 5682.273438
	Iteration 24Q: 3 clusters Score -1.279477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12794777.000000 Penalty: 5682.273438
	Iteration 25Q: 3 clusters Score -1.279478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12794793.000000 Penalty: 5682.273438
	Iteration 26Q: 3 clusters Score -1.279479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12794800.000000 Penalty: 5682.273438
	Iteration 27Q: 3 clusters Score -1.27948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12794812.000000 Penalty: 5682.273438
	Iteration 28Q: 3 clusters Score -1.279481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12794805.000000 Penalty: 5682.273438
	Iteration 29Q: 3 clusters Score -1.27948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12794805.000000 Penalty: 5682.273438
	Iteration 30Q: 3 clusters Score -1.27948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12794808.000000 Penalty: 5682.273438
	Iteration 31Q: 3 clusters Score -1.279481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12794814.000000 Penalty: 5682.273438
	Iteration 32Q: 3 clusters Score -1.279481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12794804.000000 Penalty: 5682.273438
	Iteration 33Q: 3 clusters Score -1.27948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12794807.000000 Penalty: 5682.273438
	Iteration 34Q: 3 clusters Score -1.279481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12794812.000000 Penalty: 5682.273438
	Iteration 35Q: 3 clusters Score -1.279481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12794812.000000 Penalty: 5682.273438
	Iteration 36F: 3 clusters Score -1.279481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Entering Unmasked Estep 
Score: -14913360.000000 Penalty: 2879.722412
	Iteration 0F: 2 clusters Score -1.491336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -14839645.000000 Penalty: 5759.444824
	Iteration 0F: 3 clusters Score -1.483964e+07 nChanged 52106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -14869581.000000 Penalty: 5759.444824
	Iteration 1F: 3 clusters Score -1.486958e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -14870379.000000 Penalty: 5759.444824
	Iteration 2Q: 3 clusters Score -1.487038e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -14871006.000000 Penalty: 5759.444824
	Iteration 3Q: 3 clusters Score -1.487101e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -14871662.000000 Penalty: 5759.444824
	Iteration 4Q: 3 clusters Score -1.487166e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -14872509.000000 Penalty: 5759.444824
	Iteration 5Q: 3 clusters Score -1.487251e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -14873604.000000 Penalty: 5759.444824
	Iteration 6Q: 3 clusters Score -1.48736e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -14875213.000000 Penalty: 5759.444824
	Iteration 7Q: 3 clusters Score -1.487521e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -14877927.000000 Penalty: 5759.444824
	Iteration 8Q: 3 clusters Score -1.487793e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -14882302.000000 Penalty: 5759.444824
	Iteration 9F: 3 clusters Score -1.48823e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -14888893.000000 Penalty: 5759.444824
	Iteration 10F: 3 clusters Score -1.488889e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -14897144.000000 Penalty: 5759.444824
	Iteration 11F: 3 clusters Score -1.489714e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -14904384.000000 Penalty: 5759.444824
	Iteration 12F: 3 clusters Score -1.490438e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -14908409.000000 Penalty: 5759.444824
	Iteration 13Q: 3 clusters Score -1.490841e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -14909956.000000 Penalty: 5759.444824
	Iteration 14Q: 3 clusters Score -1.490996e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 109768 members 
Entering Unmasked Estep 
Score: -14910420.000000 Penalty: 5759.444824
	Iteration 15Q: 3 clusters Score -1.491042e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -14910589.000000 Penalty: 5759.444824
	Iteration 16Q: 3 clusters Score -1.491059e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -14910693.000000 Penalty: 5759.444824
	Iteration 17Q: 3 clusters Score -1.491069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 110098 members 
Entering Unmasked Estep 
Score: -14910782.000000 Penalty: 5759.444824
	Iteration 18Q: 3 clusters Score -1.491078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -14910824.000000 Penalty: 5759.444824
	Iteration 19Q: 3 clusters Score -1.491082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -14910830.000000 Penalty: 5759.444824
	Iteration 20F: 3 clusters Score -1.491083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -14910838.000000 Penalty: 5759.444824
	Iteration 21Q: 3 clusters Score -1.491084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -14910853.000000 Penalty: 5759.444824
	Iteration 22Q: 3 clusters Score -1.491085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -14910853.000000 Penalty: 5759.444824
	Iteration 23Q: 3 clusters Score -1.491085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -14910860.000000 Penalty: 5759.444824
	Iteration 24Q: 3 clusters Score -1.491086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -14910862.000000 Penalty: 5759.444824
	Iteration 25Q: 3 clusters Score -1.491086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -14910868.000000 Penalty: 5759.444824
	Iteration 26Q: 3 clusters Score -1.491087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -14910867.000000 Penalty: 5759.444824
	Iteration 27Q: 3 clusters Score -1.491087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -14910867.000000 Penalty: 5759.444824
	Iteration 28F: 3 clusters Score -1.491087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -433715.343750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -433715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -430311.750000 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -430311.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -431051.625000 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -431051.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -431245.562500 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -431245.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -431351.812500 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -431351.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -431417.687500 Penalty: 4018.582764
	Iteration 4Q: 3 clusters Score -431417.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -431460.562500 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -431460.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -431489.687500 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -431489.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -431515.343750 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -431515.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431537.281250 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -431537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -431550.656250 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -431550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -431565.187500 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -431565.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431575.781250 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -431575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -431584.937500 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -431584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431594.156250 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -431594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -431603.375000 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -431603.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -431611.437500 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -431611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -431617.250000 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -431617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -431629.093750 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -431629.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431636.968750 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -431637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -431645.781250 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -431645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -431651.125000 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -431651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -431652.937500 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -431652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431654.437500 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -431654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431656.500000 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -431656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -431658.625000 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -431658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431661.437500 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -431661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -431662.906250 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -431662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -431664.812500 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -431664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -431666.218750 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -431666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -431668.781250 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -431668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -431671.906250 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -431671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -431675.375000 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -431675.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -431678.781250 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -431678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -431682.875000 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -431682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -431684.937500 Penalty: 4018.582764
	Iteration 34Q: 3 clusters Score -431684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -431690.281250 Penalty: 4018.582764
	Iteration 35Q: 3 clusters Score -431690.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -431695.500000 Penalty: 4018.582764
	Iteration 36Q: 3 clusters Score -431695.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -431699.718750 Penalty: 4018.582764
	Iteration 37Q: 3 clusters Score -431699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -431706.156250 Penalty: 4018.582764
	Iteration 38Q: 3 clusters Score -431706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -431713.156250 Penalty: 4018.582764
	Iteration 39Q: 3 clusters Score -431713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -431718.468750 Penalty: 4018.582764
	Iteration 40F: 3 clusters Score -431718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -431724.500000 Penalty: 4018.582764
	Iteration 41Q: 3 clusters Score -431724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -431732.343750 Penalty: 4018.582764
	Iteration 42Q: 3 clusters Score -431732.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -431739.812500 Penalty: 4018.582764
	Iteration 43Q: 3 clusters Score -431739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -431745.625000 Penalty: 4018.582764
	Iteration 44Q: 3 clusters Score -431745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -431749.656250 Penalty: 4018.582764
	Iteration 45Q: 3 clusters Score -431749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -431753.812500 Penalty: 4018.582764
	Iteration 46Q: 3 clusters Score -431753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -431757.187500 Penalty: 4018.582764
	Iteration 47Q: 3 clusters Score -431757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431758.687500 Penalty: 4018.582764
	Iteration 48Q: 3 clusters Score -431758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -431761.375000 Penalty: 4018.582764
	Iteration 49Q: 3 clusters Score -431761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431762.000000 Penalty: 4018.582764
	Iteration 50Q: 3 clusters Score -431762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431762.187500 Penalty: 4018.582764
	Iteration 51Q: 3 clusters Score -431762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -431764.718750 Penalty: 4018.582764
	Iteration 52Q: 3 clusters Score -431764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -431765.906250 Penalty: 4018.582764
	Iteration 53Q: 3 clusters Score -431765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -431765.812500 Penalty: 4018.582764
	Iteration 54Q: 3 clusters Score -431765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -431766.875000 Penalty: 4018.582764
	Iteration 55Q: 3 clusters Score -431766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -431767.937500 Penalty: 4018.582764
	Iteration 56Q: 3 clusters Score -431767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431769.312500 Penalty: 4018.582764
	Iteration 57Q: 3 clusters Score -431769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431771.562500 Penalty: 4018.582764
	Iteration 58Q: 3 clusters Score -431771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431772.187500 Penalty: 4018.582764
	Iteration 59Q: 3 clusters Score -431772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -431773.218750 Penalty: 4018.582764
	Iteration 60F: 3 clusters Score -431773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431773.656250 Penalty: 4018.582764
	Iteration 61Q: 3 clusters Score -431773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431774.343750 Penalty: 4018.582764
	Iteration 62Q: 3 clusters Score -431774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431774.843750 Penalty: 4018.582764
	Iteration 63Q: 3 clusters Score -431774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431774.843750 Penalty: 4018.582764
	Iteration 64F: 3 clusters Score -431774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -915303.875000 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -915303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -909573.125000 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -909573.1 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -911146.937500 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -911146.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -911510.750000 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -911510.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -911804.625000 Penalty: 4381.542480
	Iteration 3F: 3 clusters Score -911804.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -912051.937500 Penalty: 4381.542480
	Iteration 4F: 3 clusters Score -912051.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -912296.500000 Penalty: 4381.542480
	Iteration 5F: 3 clusters Score -912296.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -912520.187500 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -912520.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -912736.312500 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -912736.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -912914.125000 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -912914.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -913060.500000 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -913060.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -913164.687500 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -913164.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -913235.812500 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -913235.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -913283.437500 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -913283.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -913309.062500 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -913309.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -913327.500000 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -913327.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -913346.125000 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -913346.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -913357.875000 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -913357.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -913368.312500 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -913368.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -913378.500000 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -913378.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -913387.937500 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -913387.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -913401.312500 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -913401.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -913411.625000 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -913411.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -913424.687500 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -913424.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -913425.250000 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -913425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -913427.375000 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -913427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -913431.250000 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -913431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -913432.250000 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -913432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -913434.250000 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -913434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -913441.875000 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -913441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -913445.687500 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -913445.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -913451.937500 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -913451.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -913455.000000 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -913455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -913460.187500 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -913460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -913462.750000 Penalty: 4381.542480
	Iteration 33Q: 3 clusters Score -913462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -913464.375000 Penalty: 4381.542480
	Iteration 34Q: 3 clusters Score -913464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -913466.187500 Penalty: 4381.542480
	Iteration 35Q: 3 clusters Score -913466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -913468.062500 Penalty: 4381.542480
	Iteration 36Q: 3 clusters Score -913468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -913467.250000 Penalty: 4381.542480
	Iteration 37Q: 3 clusters Score -913467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -913470.312500 Penalty: 4381.542480
	Iteration 38Q: 3 clusters Score -913470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -913470.000000 Penalty: 4381.542480
	Iteration 39Q: 3 clusters Score -913470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -913471.812500 Penalty: 4381.542480
	Iteration 40F: 3 clusters Score -913471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -913472.687500 Penalty: 4381.542480
	Iteration 41Q: 3 clusters Score -913472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -913475.937500 Penalty: 4381.542480
	Iteration 42Q: 3 clusters Score -913475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -913477.500000 Penalty: 4381.542480
	Iteration 43Q: 3 clusters Score -913477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -913477.375000 Penalty: 4381.542480
	Iteration 44Q: 3 clusters Score -913477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -913478.625000 Penalty: 4381.542480
	Iteration 45Q: 3 clusters Score -913478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -913478.687500 Penalty: 4381.542480
	Iteration 46Q: 3 clusters Score -913478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -913481.312500 Penalty: 4381.542480
	Iteration 47Q: 3 clusters Score -913481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -913481.562500 Penalty: 4381.542480
	Iteration 48Q: 3 clusters Score -913481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -913481.562500 Penalty: 4381.542480
	Iteration 49F: 3 clusters Score -913481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Entering Unmasked Estep 
Score: -3737640.250000 Penalty: 2531.334473
	Iteration 0F: 2 clusters Score -3737640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3719011.500000 Penalty: 5062.668945
	Iteration 0F: 3 clusters Score -3719012 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3725620.500000 Penalty: 5062.668945
	Iteration 1F: 3 clusters Score -3725620 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3726162.500000 Penalty: 5062.668945
	Iteration 2F: 3 clusters Score -3726162 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3726664.500000 Penalty: 5062.668945
	Iteration 3Q: 3 clusters Score -3726664 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3727140.250000 Penalty: 5062.668945
	Iteration 4Q: 3 clusters Score -3727140 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3727656.000000 Penalty: 5062.668945
	Iteration 5Q: 3 clusters Score -3727656 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3728183.000000 Penalty: 5062.668945
	Iteration 6Q: 3 clusters Score -3728183 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3728763.500000 Penalty: 5062.668945
	Iteration 7Q: 3 clusters Score -3728764 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3729362.250000 Penalty: 5062.668945
	Iteration 8Q: 3 clusters Score -3729362 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3729975.250000 Penalty: 5062.668945
	Iteration 9Q: 3 clusters Score -3729975 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3730620.500000 Penalty: 5062.668945
	Iteration 10Q: 3 clusters Score -3730620 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3731163.500000 Penalty: 5062.668945
	Iteration 11Q: 3 clusters Score -3731164 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3731535.500000 Penalty: 5062.668945
	Iteration 12Q: 3 clusters Score -3731536 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3731777.750000 Penalty: 5062.668945
	Iteration 13Q: 3 clusters Score -3731778 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3731896.750000 Penalty: 5062.668945
	Iteration 14Q: 3 clusters Score -3731897 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3732021.750000 Penalty: 5062.668945
	Iteration 15Q: 3 clusters Score -3732022 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3732102.250000 Penalty: 5062.668945
	Iteration 16Q: 3 clusters Score -3732102 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3732167.500000 Penalty: 5062.668945
	Iteration 17Q: 3 clusters Score -3732168 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3732228.500000 Penalty: 5062.668945
	Iteration 18Q: 3 clusters Score -3732228 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3732277.500000 Penalty: 5062.668945
	Iteration 19Q: 3 clusters Score -3732278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3732337.500000 Penalty: 5062.668945
	Iteration 20F: 3 clusters Score -3732338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3732381.500000 Penalty: 5062.668945
	Iteration 21Q: 3 clusters Score -3732382 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3732431.000000 Penalty: 5062.668945
	Iteration 22Q: 3 clusters Score -3732431 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3732521.750000 Penalty: 5062.668945
	Iteration 23Q: 3 clusters Score -3732522 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3732618.250000 Penalty: 5062.668945
	Iteration 24Q: 3 clusters Score -3732618 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3732715.250000 Penalty: 5062.668945
	Iteration 25Q: 3 clusters Score -3732715 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3732845.250000 Penalty: 5062.668945
	Iteration 26Q: 3 clusters Score -3732845 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3732989.250000 Penalty: 5062.668945
	Iteration 27Q: 3 clusters Score -3732989 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3733169.500000 Penalty: 5062.668945
	Iteration 28Q: 3 clusters Score -3733170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3733382.750000 Penalty: 5062.668945
	Iteration 29Q: 3 clusters Score -3733383 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3733593.250000 Penalty: 5062.668945
	Iteration 30Q: 3 clusters Score -3733593 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3733824.500000 Penalty: 5062.668945
	Iteration 31Q: 3 clusters Score -3733824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3734068.500000 Penalty: 5062.668945
	Iteration 32Q: 3 clusters Score -3734068 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3734286.750000 Penalty: 5062.668945
	Iteration 33Q: 3 clusters Score -3734287 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3734452.000000 Penalty: 5062.668945
	Iteration 34Q: 3 clusters Score -3734452 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3734582.750000 Penalty: 5062.668945
	Iteration 35Q: 3 clusters Score -3734583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3734671.250000 Penalty: 5062.668945
	Iteration 36Q: 3 clusters Score -3734671 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3734788.000000 Penalty: 5062.668945
	Iteration 37Q: 3 clusters Score -3734788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3734861.500000 Penalty: 5062.668945
	Iteration 38Q: 3 clusters Score -3734862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3734938.500000 Penalty: 5062.668945
	Iteration 39Q: 3 clusters Score -3734938 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3735032.500000 Penalty: 5062.668945
	Iteration 40F: 3 clusters Score -3735032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3735096.500000 Penalty: 5062.668945
	Iteration 41Q: 3 clusters Score -3735096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3735166.500000 Penalty: 5062.668945
	Iteration 42Q: 3 clusters Score -3735166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3735237.250000 Penalty: 5062.668945
	Iteration 43Q: 3 clusters Score -3735237 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3735309.500000 Penalty: 5062.668945
	Iteration 44Q: 3 clusters Score -3735310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3735386.000000 Penalty: 5062.668945
	Iteration 45Q: 3 clusters Score -3735386 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3735464.500000 Penalty: 5062.668945
	Iteration 46Q: 3 clusters Score -3735464 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3735554.750000 Penalty: 5062.668945
	Iteration 47Q: 3 clusters Score -3735555 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3735662.000000 Penalty: 5062.668945
	Iteration 48Q: 3 clusters Score -3735662 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3735794.750000 Penalty: 5062.668945
	Iteration 49Q: 3 clusters Score -3735795 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3735931.500000 Penalty: 5062.668945
	Iteration 50Q: 3 clusters Score -3735932 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3736012.500000 Penalty: 5062.668945
	Iteration 51Q: 3 clusters Score -3736012 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3736126.500000 Penalty: 5062.668945
	Iteration 52Q: 3 clusters Score -3736126 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3736223.000000 Penalty: 5062.668945
	Iteration 53Q: 3 clusters Score -3736223 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3736311.000000 Penalty: 5062.668945
	Iteration 54Q: 3 clusters Score -3736311 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3736354.250000 Penalty: 5062.668945
	Iteration 55Q: 3 clusters Score -3736354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3736398.500000 Penalty: 5062.668945
	Iteration 56Q: 3 clusters Score -3736398 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3736439.500000 Penalty: 5062.668945
	Iteration 57Q: 3 clusters Score -3736440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3736477.500000 Penalty: 5062.668945
	Iteration 58Q: 3 clusters Score -3736478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3736480.250000 Penalty: 5062.668945
	Iteration 59Q: 3 clusters Score -3736480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3736501.500000 Penalty: 5062.668945
	Iteration 60F: 3 clusters Score -3736502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3736517.500000 Penalty: 5062.668945
	Iteration 61Q: 3 clusters Score -3736518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3736534.500000 Penalty: 5062.668945
	Iteration 62Q: 3 clusters Score -3736534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3736546.250000 Penalty: 5062.668945
	Iteration 63Q: 3 clusters Score -3736546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3736574.250000 Penalty: 5062.668945
	Iteration 64Q: 3 clusters Score -3736574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3736580.500000 Penalty: 5062.668945
	Iteration 65Q: 3 clusters Score -3736580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3736581.000000 Penalty: 5062.668945
	Iteration 66Q: 3 clusters Score -3736581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3736590.000000 Penalty: 5062.668945
	Iteration 67Q: 3 clusters Score -3736590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3736615.750000 Penalty: 5062.668945
	Iteration 68Q: 3 clusters Score -3736616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3736609.500000 Penalty: 5062.668945
	Iteration 69Q: 3 clusters Score -3736610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3736606.500000 Penalty: 5062.668945
	Iteration 70Q: 3 clusters Score -3736606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3736603.250000 Penalty: 5062.668945
	Iteration 71Q: 3 clusters Score -3736603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3736608.000000 Penalty: 5062.668945
	Iteration 72Q: 3 clusters Score -3736608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3736604.250000 Penalty: 5062.668945
	Iteration 73Q: 3 clusters Score -3736604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3736614.750000 Penalty: 5062.668945
	Iteration 74Q: 3 clusters Score -3736615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3736621.250000 Penalty: 5062.668945
	Iteration 75Q: 3 clusters Score -3736621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3736619.500000 Penalty: 5062.668945
	Iteration 76Q: 3 clusters Score -3736620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3736630.500000 Penalty: 5062.668945
	Iteration 77Q: 3 clusters Score -3736630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3736627.750000 Penalty: 5062.668945
	Iteration 78Q: 3 clusters Score -3736628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3736630.000000 Penalty: 5062.668945
	Iteration 79Q: 3 clusters Score -3736630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3736634.750000 Penalty: 5062.668945
	Iteration 80F: 3 clusters Score -3736635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3736636.750000 Penalty: 5062.668945
	Iteration 81Q: 3 clusters Score -3736637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3736635.750000 Penalty: 5062.668945
	Iteration 82Q: 3 clusters Score -3736636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3736635.000000 Penalty: 5062.668945
	Iteration 83Q: 3 clusters Score -3736635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3736634.500000 Penalty: 5062.668945
	Iteration 84Q: 3 clusters Score -3736634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3736635.000000 Penalty: 5062.668945
	Iteration 85Q: 3 clusters Score -3736635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3736633.000000 Penalty: 5062.668945
	Iteration 86Q: 3 clusters Score -3736633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3736630.750000 Penalty: 5062.668945
	Iteration 87Q: 3 clusters Score -3736631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3736631.750000 Penalty: 5062.668945
	Iteration 88Q: 3 clusters Score -3736632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3736625.750000 Penalty: 5062.668945
	Iteration 89Q: 3 clusters Score -3736626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3736630.750000 Penalty: 5062.668945
	Iteration 90Q: 3 clusters Score -3736631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3736633.250000 Penalty: 5062.668945
	Iteration 91Q: 3 clusters Score -3736633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3736633.750000 Penalty: 5062.668945
	Iteration 92Q: 3 clusters Score -3736634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3736635.000000 Penalty: 5062.668945
	Iteration 93Q: 3 clusters Score -3736635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3736638.250000 Penalty: 5062.668945
	Iteration 94Q: 3 clusters Score -3736638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3736639.000000 Penalty: 5062.668945
	Iteration 95Q: 3 clusters Score -3736639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3736640.750000 Penalty: 5062.668945
	Iteration 96Q: 3 clusters Score -3736641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3736639.250000 Penalty: 5062.668945
	Iteration 97Q: 3 clusters Score -3736639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3736640.500000 Penalty: 5062.668945
	Iteration 98Q: 3 clusters Score -3736640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3736642.000000 Penalty: 5062.668945
	Iteration 99Q: 3 clusters Score -3736642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3736642.000000 Penalty: 5062.668945
	Iteration 100F: 3 clusters Score -3736642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Entering Unmasked Estep 
Score: -3500466.250000 Penalty: 2532.202637
	Iteration 0F: 2 clusters Score -3500466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3481701.000000 Penalty: 5064.405273
	Iteration 0F: 3 clusters Score -3481701 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3488206.000000 Penalty: 5064.405273
	Iteration 1F: 3 clusters Score -3488206 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3488758.500000 Penalty: 5064.405273
	Iteration 2F: 3 clusters Score -3488758 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3489246.250000 Penalty: 5064.405273
	Iteration 3Q: 3 clusters Score -3489246 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3489790.750000 Penalty: 5064.405273
	Iteration 4Q: 3 clusters Score -3489791 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3490448.750000 Penalty: 5064.405273
	Iteration 5Q: 3 clusters Score -3490449 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3491356.000000 Penalty: 5064.405273
	Iteration 6F: 3 clusters Score -3491356 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3492405.750000 Penalty: 5064.405273
	Iteration 7F: 3 clusters Score -3492406 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3493601.500000 Penalty: 5064.405273
	Iteration 8F: 3 clusters Score -3493602 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3494880.500000 Penalty: 5064.405273
	Iteration 9F: 3 clusters Score -3494880 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3495942.750000 Penalty: 5064.405273
	Iteration 10Q: 3 clusters Score -3495943 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3496718.250000 Penalty: 5064.405273
	Iteration 11Q: 3 clusters Score -3496718 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3497266.250000 Penalty: 5064.405273
	Iteration 12Q: 3 clusters Score -3497266 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3497619.500000 Penalty: 5064.405273
	Iteration 13Q: 3 clusters Score -3497620 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3497880.250000 Penalty: 5064.405273
	Iteration 14Q: 3 clusters Score -3497880 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3498078.250000 Penalty: 5064.405273
	Iteration 15Q: 3 clusters Score -3498078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3498217.250000 Penalty: 5064.405273
	Iteration 16Q: 3 clusters Score -3498217 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3498315.750000 Penalty: 5064.405273
	Iteration 17Q: 3 clusters Score -3498316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3498392.000000 Penalty: 5064.405273
	Iteration 18Q: 3 clusters Score -3498392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3498445.750000 Penalty: 5064.405273
	Iteration 19Q: 3 clusters Score -3498446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3498468.750000 Penalty: 5064.405273
	Iteration 20F: 3 clusters Score -3498469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3498497.000000 Penalty: 5064.405273
	Iteration 21Q: 3 clusters Score -3498497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3498521.750000 Penalty: 5064.405273
	Iteration 22Q: 3 clusters Score -3498522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3498536.500000 Penalty: 5064.405273
	Iteration 23Q: 3 clusters Score -3498536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3498548.000000 Penalty: 5064.405273
	Iteration 24Q: 3 clusters Score -3498548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3498566.500000 Penalty: 5064.405273
	Iteration 25Q: 3 clusters Score -3498566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3498584.750000 Penalty: 5064.405273
	Iteration 26Q: 3 clusters Score -3498585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3498607.250000 Penalty: 5064.405273
	Iteration 27Q: 3 clusters Score -3498607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3498629.500000 Penalty: 5064.405273
	Iteration 28Q: 3 clusters Score -3498630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3498633.000000 Penalty: 5064.405273
	Iteration 29Q: 3 clusters Score -3498633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3498636.250000 Penalty: 5064.405273
	Iteration 30Q: 3 clusters Score -3498636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3498650.500000 Penalty: 5064.405273
	Iteration 31Q: 3 clusters Score -3498650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3498658.750000 Penalty: 5064.405273
	Iteration 32Q: 3 clusters Score -3498659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3498658.000000 Penalty: 5064.405273
	Iteration 33Q: 3 clusters Score -3498658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3498669.750000 Penalty: 5064.405273
	Iteration 34Q: 3 clusters Score -3498670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3498671.500000 Penalty: 5064.405273
	Iteration 35Q: 3 clusters Score -3498672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3498675.500000 Penalty: 5064.405273
	Iteration 36Q: 3 clusters Score -3498676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3498674.500000 Penalty: 5064.405273
	Iteration 37Q: 3 clusters Score -3498674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3498678.750000 Penalty: 5064.405273
	Iteration 38Q: 3 clusters Score -3498679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3498678.750000 Penalty: 5064.405273
	Iteration 39Q: 3 clusters Score -3498679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3498678.750000 Penalty: 5064.405273
	Iteration 40F: 3 clusters Score -3498679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3498678.250000 Penalty: 5064.405273
	Iteration 41Q: 3 clusters Score -3498678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3498678.500000 Penalty: 5064.405273
	Iteration 42Q: 3 clusters Score -3498678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3498678.500000 Penalty: 5064.405273
	Iteration 43F: 3 clusters Score -3498678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Entering Unmasked Estep 
Score: -9829886.000000 Penalty: 2778.836670
	Iteration 0F: 2 clusters Score -9829886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -9780558.000000 Penalty: 5557.673340
	Iteration 0F: 3 clusters Score -9780558 nChanged 34555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -9799987.000000 Penalty: 5557.673340
	Iteration 1F: 3 clusters Score -9799987 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9800723.000000 Penalty: 5557.673340
	Iteration 2Q: 3 clusters Score -9800723 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9801611.000000 Penalty: 5557.673340
	Iteration 3Q: 3 clusters Score -9801611 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -9802939.000000 Penalty: 5557.673340
	Iteration 4Q: 3 clusters Score -9802939 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9805177.000000 Penalty: 5557.673340
	Iteration 5F: 3 clusters Score -9805177 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -9808852.000000 Penalty: 5557.673340
	Iteration 6F: 3 clusters Score -9808852 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -9813988.000000 Penalty: 5557.673340
	Iteration 7F: 3 clusters Score -9813988 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -9819470.000000 Penalty: 5557.673340
	Iteration 8F: 3 clusters Score -9819470 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -9823608.000000 Penalty: 5557.673340
	Iteration 9F: 3 clusters Score -9823608 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -9825862.000000 Penalty: 5557.673340
	Iteration 10Q: 3 clusters Score -9825862 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -9826774.000000 Penalty: 5557.673340
	Iteration 11Q: 3 clusters Score -9826774 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -9827102.000000 Penalty: 5557.673340
	Iteration 12Q: 3 clusters Score -9827102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -9827282.000000 Penalty: 5557.673340
	Iteration 13Q: 3 clusters Score -9827282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -9827358.000000 Penalty: 5557.673340
	Iteration 14Q: 3 clusters Score -9827358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -9827418.000000 Penalty: 5557.673340
	Iteration 15Q: 3 clusters Score -9827418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -9827435.000000 Penalty: 5557.673340
	Iteration 16Q: 3 clusters Score -9827435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -9827450.000000 Penalty: 5557.673340
	Iteration 17Q: 3 clusters Score -9827450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -9827459.000000 Penalty: 5557.673340
	Iteration 18Q: 3 clusters Score -9827459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9827467.000000 Penalty: 5557.673340
	Iteration 19Q: 3 clusters Score -9827467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -9827474.000000 Penalty: 5557.673340
	Iteration 20F: 3 clusters Score -9827474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -9827479.000000 Penalty: 5557.673340
	Iteration 21Q: 3 clusters Score -9827479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -9827479.000000 Penalty: 5557.673340
	Iteration 22Q: 3 clusters Score -9827479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -9827485.000000 Penalty: 5557.673340
	Iteration 23Q: 3 clusters Score -9827485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -9827495.000000 Penalty: 5557.673340
	Iteration 24Q: 3 clusters Score -9827495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -9827494.000000 Penalty: 5557.673340
	Iteration 25Q: 3 clusters Score -9827494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -9827497.000000 Penalty: 5557.673340
	Iteration 26Q: 3 clusters Score -9827497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -9827497.000000 Penalty: 5557.673340
	Iteration 27F: 3 clusters Score -9827497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Entering Unmasked Estep 
Score: -5534138.000000 Penalty: 2629.473633
	Iteration 0F: 2 clusters Score -5534138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -5506923.000000 Penalty: 5258.947266
	Iteration 0F: 3 clusters Score -5506923 nChanged 18424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5517184.000000 Penalty: 5258.947266
	Iteration 1F: 3 clusters Score -5517184 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5517838.500000 Penalty: 5258.947266
	Iteration 2Q: 3 clusters Score -5517838 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5518663.500000 Penalty: 5258.947266
	Iteration 3Q: 3 clusters Score -5518664 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5519700.500000 Penalty: 5258.947266
	Iteration 4F: 3 clusters Score -5519700 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5521126.000000 Penalty: 5258.947266
	Iteration 5F: 3 clusters Score -5521126 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5523055.500000 Penalty: 5258.947266
	Iteration 6F: 3 clusters Score -5523056 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5525386.500000 Penalty: 5258.947266
	Iteration 7F: 3 clusters Score -5525386 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5527646.000000 Penalty: 5258.947266
	Iteration 8F: 3 clusters Score -5527646 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5529401.500000 Penalty: 5258.947266
	Iteration 9Q: 3 clusters Score -5529402 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5530458.500000 Penalty: 5258.947266
	Iteration 10Q: 3 clusters Score -5530458 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5530938.000000 Penalty: 5258.947266
	Iteration 11Q: 3 clusters Score -5530938 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5531194.500000 Penalty: 5258.947266
	Iteration 12Q: 3 clusters Score -5531194 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5531333.000000 Penalty: 5258.947266
	Iteration 13Q: 3 clusters Score -5531333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5531438.500000 Penalty: 5258.947266
	Iteration 14Q: 3 clusters Score -5531438 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5531526.000000 Penalty: 5258.947266
	Iteration 15Q: 3 clusters Score -5531526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5531575.000000 Penalty: 5258.947266
	Iteration 16Q: 3 clusters Score -5531575 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5531625.500000 Penalty: 5258.947266
	Iteration 17Q: 3 clusters Score -5531626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5531662.000000 Penalty: 5258.947266
	Iteration 18Q: 3 clusters Score -5531662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5531701.000000 Penalty: 5258.947266
	Iteration 19Q: 3 clusters Score -5531701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5531723.000000 Penalty: 5258.947266
	Iteration 20F: 3 clusters Score -5531723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5531788.000000 Penalty: 5258.947266
	Iteration 21Q: 3 clusters Score -5531788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5531803.500000 Penalty: 5258.947266
	Iteration 22Q: 3 clusters Score -5531804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5531830.000000 Penalty: 5258.947266
	Iteration 23Q: 3 clusters Score -5531830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5531857.500000 Penalty: 5258.947266
	Iteration 24Q: 3 clusters Score -5531858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5531911.500000 Penalty: 5258.947266
	Iteration 25Q: 3 clusters Score -5531912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5531939.000000 Penalty: 5258.947266
	Iteration 26Q: 3 clusters Score -5531939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5531963.500000 Penalty: 5258.947266
	Iteration 27Q: 3 clusters Score -5531964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5531968.500000 Penalty: 5258.947266
	Iteration 28Q: 3 clusters Score -5531968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5531975.000000 Penalty: 5258.947266
	Iteration 29Q: 3 clusters Score -5531975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5531986.500000 Penalty: 5258.947266
	Iteration 30Q: 3 clusters Score -5531986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5531991.500000 Penalty: 5258.947266
	Iteration 31Q: 3 clusters Score -5531992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -5532008.000000 Penalty: 5258.947266
	Iteration 32Q: 3 clusters Score -5532008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5532006.000000 Penalty: 5258.947266
	Iteration 33Q: 3 clusters Score -5532006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -5532013.000000 Penalty: 5258.947266
	Iteration 34Q: 3 clusters Score -5532013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -5532023.500000 Penalty: 5258.947266
	Iteration 35Q: 3 clusters Score -5532024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5532032.500000 Penalty: 5258.947266
	Iteration 36Q: 3 clusters Score -5532032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5532042.000000 Penalty: 5258.947266
	Iteration 37Q: 3 clusters Score -5532042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5532053.500000 Penalty: 5258.947266
	Iteration 38Q: 3 clusters Score -5532054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5532058.000000 Penalty: 5258.947266
	Iteration 39Q: 3 clusters Score -5532058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5532077.500000 Penalty: 5258.947266
	Iteration 40F: 3 clusters Score -5532078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -5532087.500000 Penalty: 5258.947266
	Iteration 41Q: 3 clusters Score -5532088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5532088.500000 Penalty: 5258.947266
	Iteration 42Q: 3 clusters Score -5532088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -5532092.500000 Penalty: 5258.947266
	Iteration 43Q: 3 clusters Score -5532092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5532106.000000 Penalty: 5258.947266
	Iteration 44Q: 3 clusters Score -5532106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5532118.500000 Penalty: 5258.947266
	Iteration 45Q: 3 clusters Score -5532118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5532135.000000 Penalty: 5258.947266
	Iteration 46Q: 3 clusters Score -5532135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5532139.000000 Penalty: 5258.947266
	Iteration 47Q: 3 clusters Score -5532139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5532132.000000 Penalty: 5258.947266
	Iteration 48Q: 3 clusters Score -5532132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5532132.000000 Penalty: 5258.947266
	Iteration 49Q: 3 clusters Score -5532132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5532125.500000 Penalty: 5258.947266
	Iteration 50Q: 3 clusters Score -5532126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5532135.500000 Penalty: 5258.947266
	Iteration 51Q: 3 clusters Score -5532136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5532138.000000 Penalty: 5258.947266
	Iteration 52Q: 3 clusters Score -5532138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5532130.500000 Penalty: 5258.947266
	Iteration 53Q: 3 clusters Score -5532130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5532138.500000 Penalty: 5258.947266
	Iteration 54Q: 3 clusters Score -5532138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5532137.500000 Penalty: 5258.947266
	Iteration 55Q: 3 clusters Score -5532138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5532142.500000 Penalty: 5258.947266
	Iteration 56Q: 3 clusters Score -5532142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5532138.000000 Penalty: 5258.947266
	Iteration 57Q: 3 clusters Score -5532138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5532144.000000 Penalty: 5258.947266
	Iteration 58Q: 3 clusters Score -5532144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5532148.500000 Penalty: 5258.947266
	Iteration 59Q: 3 clusters Score -5532148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5532154.000000 Penalty: 5258.947266
	Iteration 60F: 3 clusters Score -5532154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -5532153.000000 Penalty: 5258.947266
	Iteration 61Q: 3 clusters Score -5532153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5532156.000000 Penalty: 5258.947266
	Iteration 62Q: 3 clusters Score -5532156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5532161.500000 Penalty: 5258.947266
	Iteration 63Q: 3 clusters Score -5532162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5532158.000000 Penalty: 5258.947266
	Iteration 64Q: 3 clusters Score -5532158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5532158.500000 Penalty: 5258.947266
	Iteration 65Q: 3 clusters Score -5532158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5532161.500000 Penalty: 5258.947266
	Iteration 66Q: 3 clusters Score -5532162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5532166.500000 Penalty: 5258.947266
	Iteration 67Q: 3 clusters Score -5532166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5532161.500000 Penalty: 5258.947266
	Iteration 68Q: 3 clusters Score -5532162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5532169.500000 Penalty: 5258.947266
	Iteration 69Q: 3 clusters Score -5532170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5532175.500000 Penalty: 5258.947266
	Iteration 70Q: 3 clusters Score -5532176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5532173.000000 Penalty: 5258.947266
	Iteration 71Q: 3 clusters Score -5532173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5532172.500000 Penalty: 5258.947266
	Iteration 72Q: 3 clusters Score -5532172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5532173.500000 Penalty: 5258.947266
	Iteration 73Q: 3 clusters Score -5532174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5532172.500000 Penalty: 5258.947266
	Iteration 74Q: 3 clusters Score -5532172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5532174.500000 Penalty: 5258.947266
	Iteration 75Q: 3 clusters Score -5532174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5532172.500000 Penalty: 5258.947266
	Iteration 76Q: 3 clusters Score -5532172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5532171.000000 Penalty: 5258.947266
	Iteration 77Q: 3 clusters Score -5532171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5532171.000000 Penalty: 5258.947266
	Iteration 78F: 3 clusters Score -5532171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -323577.468750 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -323577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -320708.500000 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -320708.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321286.500000 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -321286.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321466.687500 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -321466.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -321578.031250 Penalty: 3863.569336
	Iteration 3F: 3 clusters Score -321578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -321659.718750 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -321659.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -321730.093750 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -321730.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -321811.062500 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -321811.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -321912.125000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -321912.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -322026.093750 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -322026.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -322182.343750 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -322182.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322292.656250 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -322292.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -322373.250000 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -322373.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -322423.156250 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -322423.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -322468.000000 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -322468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322520.375000 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -322520.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322571.343750 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -322571.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -322631.781250 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -322631.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -322777.906250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -322777.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -323093.906250 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -323093.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -323709.156250 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -323709.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -324130.906250 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -324130.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -324198.937500 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -324198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324205.062500 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -324205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324205.062500 Penalty: 3863.569336
	Iteration 23F: 3 clusters Score -324205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234157 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 1129 members 
Entering Unmasked Estep 
Score: -134143352.000000 Penalty: 99435.203125
Splitting cluster 13 changes total score from -134143872.000000 to -134143352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -2621119.000000 Penalty: 2443.552979
	Iteration 0F: 2 clusters Score -2621119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2607606.750000 Penalty: 4887.105957
	Iteration 0F: 3 clusters Score -2607607 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2612079.000000 Penalty: 4887.105957
	Iteration 1F: 3 clusters Score -2612079 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2612535.000000 Penalty: 4887.105957
	Iteration 2F: 3 clusters Score -2612535 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2613036.000000 Penalty: 4887.105957
	Iteration 3Q: 3 clusters Score -2613036 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2613581.750000 Penalty: 4887.105957
	Iteration 4F: 3 clusters Score -2613582 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2614114.250000 Penalty: 4887.105957
	Iteration 5F: 3 clusters Score -2614114 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2614577.750000 Penalty: 4887.105957
	Iteration 6Q: 3 clusters Score -2614578 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2615062.000000 Penalty: 4887.105957
	Iteration 7Q: 3 clusters Score -2615062 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2615547.500000 Penalty: 4887.105957
	Iteration 8Q: 3 clusters Score -2615548 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2616051.500000 Penalty: 4887.105957
	Iteration 9Q: 3 clusters Score -2616052 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2616621.000000 Penalty: 4887.105957
	Iteration 10Q: 3 clusters Score -2616621 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2617150.500000 Penalty: 4887.105957
	Iteration 11Q: 3 clusters Score -2617150 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2617676.750000 Penalty: 4887.105957
	Iteration 12Q: 3 clusters Score -2617677 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2618127.500000 Penalty: 4887.105957
	Iteration 13Q: 3 clusters Score -2618128 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2618538.250000 Penalty: 4887.105957
	Iteration 14Q: 3 clusters Score -2618538 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2618862.500000 Penalty: 4887.105957
	Iteration 15Q: 3 clusters Score -2618862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2619068.000000 Penalty: 4887.105957
	Iteration 16Q: 3 clusters Score -2619068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2619225.250000 Penalty: 4887.105957
	Iteration 17Q: 3 clusters Score -2619225 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2619356.500000 Penalty: 4887.105957
	Iteration 18Q: 3 clusters Score -2619356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2619457.500000 Penalty: 4887.105957
	Iteration 19Q: 3 clusters Score -2619458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2619524.250000 Penalty: 4887.105957
	Iteration 20F: 3 clusters Score -2619524 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2619601.500000 Penalty: 4887.105957
	Iteration 21Q: 3 clusters Score -2619602 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2619650.250000 Penalty: 4887.105957
	Iteration 22Q: 3 clusters Score -2619650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2619670.000000 Penalty: 4887.105957
	Iteration 23Q: 3 clusters Score -2619670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2619720.250000 Penalty: 4887.105957
	Iteration 24Q: 3 clusters Score -2619720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2619754.750000 Penalty: 4887.105957
	Iteration 25Q: 3 clusters Score -2619755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2619782.750000 Penalty: 4887.105957
	Iteration 26Q: 3 clusters Score -2619783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2619795.750000 Penalty: 4887.105957
	Iteration 27Q: 3 clusters Score -2619796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2619815.750000 Penalty: 4887.105957
	Iteration 28Q: 3 clusters Score -2619816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2619833.750000 Penalty: 4887.105957
	Iteration 29Q: 3 clusters Score -2619834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2619842.750000 Penalty: 4887.105957
	Iteration 30Q: 3 clusters Score -2619843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2619855.250000 Penalty: 4887.105957
	Iteration 31Q: 3 clusters Score -2619855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2619862.500000 Penalty: 4887.105957
	Iteration 32Q: 3 clusters Score -2619862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2619860.250000 Penalty: 4887.105957
	Iteration 33Q: 3 clusters Score -2619860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2619863.000000 Penalty: 4887.105957
	Iteration 34Q: 3 clusters Score -2619863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2619866.500000 Penalty: 4887.105957
	Iteration 35Q: 3 clusters Score -2619866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2619871.250000 Penalty: 4887.105957
	Iteration 36Q: 3 clusters Score -2619871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2619877.250000 Penalty: 4887.105957
	Iteration 37Q: 3 clusters Score -2619877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2619886.250000 Penalty: 4887.105957
	Iteration 38Q: 3 clusters Score -2619886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2619889.500000 Penalty: 4887.105957
	Iteration 39Q: 3 clusters Score -2619890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2619899.250000 Penalty: 4887.105957
	Iteration 40F: 3 clusters Score -2619899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2619897.500000 Penalty: 4887.105957
	Iteration 41Q: 3 clusters Score -2619898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2619901.500000 Penalty: 4887.105957
	Iteration 42Q: 3 clusters Score -2619902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2619906.500000 Penalty: 4887.105957
	Iteration 43Q: 3 clusters Score -2619906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2619909.000000 Penalty: 4887.105957
	Iteration 44Q: 3 clusters Score -2619909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2619906.000000 Penalty: 4887.105957
	Iteration 45Q: 3 clusters Score -2619906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2619909.000000 Penalty: 4887.105957
	Iteration 46Q: 3 clusters Score -2619909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2619909.750000 Penalty: 4887.105957
	Iteration 47Q: 3 clusters Score -2619910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2619915.750000 Penalty: 4887.105957
	Iteration 48Q: 3 clusters Score -2619916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2619922.250000 Penalty: 4887.105957
	Iteration 49Q: 3 clusters Score -2619922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2619921.750000 Penalty: 4887.105957
	Iteration 50Q: 3 clusters Score -2619922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2619921.500000 Penalty: 4887.105957
	Iteration 51Q: 3 clusters Score -2619922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2619920.250000 Penalty: 4887.105957
	Iteration 52Q: 3 clusters Score -2619920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2619920.750000 Penalty: 4887.105957
	Iteration 53Q: 3 clusters Score -2619921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2619923.500000 Penalty: 4887.105957
	Iteration 54Q: 3 clusters Score -2619924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2619927.250000 Penalty: 4887.105957
	Iteration 55Q: 3 clusters Score -2619927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2619921.500000 Penalty: 4887.105957
	Iteration 56Q: 3 clusters Score -2619922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2619925.000000 Penalty: 4887.105957
	Iteration 57Q: 3 clusters Score -2619925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2619922.500000 Penalty: 4887.105957
	Iteration 58Q: 3 clusters Score -2619922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2619923.250000 Penalty: 4887.105957
	Iteration 59Q: 3 clusters Score -2619923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2619922.750000 Penalty: 4887.105957
	Iteration 60F: 3 clusters Score -2619923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2619926.250000 Penalty: 4887.105957
	Iteration 61Q: 3 clusters Score -2619926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2619921.750000 Penalty: 4887.105957
	Iteration 62Q: 3 clusters Score -2619922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2619918.250000 Penalty: 4887.105957
	Iteration 63Q: 3 clusters Score -2619918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2619919.000000 Penalty: 4887.105957
	Iteration 64Q: 3 clusters Score -2619919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2619922.250000 Penalty: 4887.105957
	Iteration 65Q: 3 clusters Score -2619922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2619924.750000 Penalty: 4887.105957
	Iteration 66Q: 3 clusters Score -2619925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2619924.750000 Penalty: 4887.105957
	Iteration 67F: 3 clusters Score -2619925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -133629.375000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -133629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131676.343750 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -131676.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132086.625000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -132086.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132273.281250 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -132273.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132425.390625 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -132425.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132620.875000 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -132620.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132950.578125 Penalty: 3456.083008
	Iteration 5F: 3 clusters Score -132950.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133401.796875 Penalty: 3456.083008
	Iteration 6F: 3 clusters Score -133401.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133706.250000 Penalty: 3456.083008
	Iteration 7F: 3 clusters Score -133706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133791.968750 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -133792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133866.046875 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -133866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133911.171875 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -133911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133934.609375 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -133934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133943.265625 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -133943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133957.656250 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -133957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133960.234375 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -133960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133960.234375 Penalty: 3456.083008
	Iteration 15F: 3 clusters Score -133960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234157 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 615 members 
Entering Unmasked Estep 
Score: -134142584.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134143872.000000 to -134142584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Entering Unmasked Estep 
Score: -4542028.500000 Penalty: 2585.455322
	Iteration 0F: 2 clusters Score -4542028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4519027.000000 Penalty: 5170.910645
	Iteration 0F: 3 clusters Score -4519027 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4527461.500000 Penalty: 5170.910645
	Iteration 1F: 3 clusters Score -4527462 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4528154.000000 Penalty: 5170.910645
	Iteration 2F: 3 clusters Score -4528154 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4528961.500000 Penalty: 5170.910645
	Iteration 3F: 3 clusters Score -4528962 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4529885.500000 Penalty: 5170.910645
	Iteration 4F: 3 clusters Score -4529886 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4530882.000000 Penalty: 5170.910645
	Iteration 5F: 3 clusters Score -4530882 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4531994.500000 Penalty: 5170.910645
	Iteration 6F: 3 clusters Score -4531994 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4533154.000000 Penalty: 5170.910645
	Iteration 7F: 3 clusters Score -4533154 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4534277.500000 Penalty: 5170.910645
	Iteration 8F: 3 clusters Score -4534278 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4535349.500000 Penalty: 5170.910645
	Iteration 9Q: 3 clusters Score -4535350 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4536562.000000 Penalty: 5170.910645
	Iteration 10Q: 3 clusters Score -4536562 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4538344.000000 Penalty: 5170.910645
	Iteration 11Q: 3 clusters Score -4538344 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4539147.500000 Penalty: 5170.910645
	Iteration 12Q: 3 clusters Score -4539148 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4539393.000000 Penalty: 5170.910645
	Iteration 13Q: 3 clusters Score -4539393 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4539544.500000 Penalty: 5170.910645
	Iteration 14Q: 3 clusters Score -4539544 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4539669.500000 Penalty: 5170.910645
	Iteration 15Q: 3 clusters Score -4539670 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4539756.000000 Penalty: 5170.910645
	Iteration 16Q: 3 clusters Score -4539756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4539811.000000 Penalty: 5170.910645
	Iteration 17Q: 3 clusters Score -4539811 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4539861.500000 Penalty: 5170.910645
	Iteration 18Q: 3 clusters Score -4539862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4539907.000000 Penalty: 5170.910645
	Iteration 19Q: 3 clusters Score -4539907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4539931.500000 Penalty: 5170.910645
	Iteration 20F: 3 clusters Score -4539932 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4539955.500000 Penalty: 5170.910645
	Iteration 21Q: 3 clusters Score -4539956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4539967.000000 Penalty: 5170.910645
	Iteration 22Q: 3 clusters Score -4539967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4539986.000000 Penalty: 5170.910645
	Iteration 23Q: 3 clusters Score -4539986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4539994.500000 Penalty: 5170.910645
	Iteration 24Q: 3 clusters Score -4539994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4540001.500000 Penalty: 5170.910645
	Iteration 25Q: 3 clusters Score -4540002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4540005.500000 Penalty: 5170.910645
	Iteration 26Q: 3 clusters Score -4540006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4540028.500000 Penalty: 5170.910645
	Iteration 27Q: 3 clusters Score -4540028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4540022.500000 Penalty: 5170.910645
	Iteration 28Q: 3 clusters Score -4540022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4540032.000000 Penalty: 5170.910645
	Iteration 29Q: 3 clusters Score -4540032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4540032.500000 Penalty: 5170.910645
	Iteration 30Q: 3 clusters Score -4540032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4540043.000000 Penalty: 5170.910645
	Iteration 31Q: 3 clusters Score -4540043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4540049.000000 Penalty: 5170.910645
	Iteration 32Q: 3 clusters Score -4540049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4540052.000000 Penalty: 5170.910645
	Iteration 33Q: 3 clusters Score -4540052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4540059.500000 Penalty: 5170.910645
	Iteration 34Q: 3 clusters Score -4540060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4540055.000000 Penalty: 5170.910645
	Iteration 35Q: 3 clusters Score -4540055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4540064.000000 Penalty: 5170.910645
	Iteration 36Q: 3 clusters Score -4540064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4540060.000000 Penalty: 5170.910645
	Iteration 37Q: 3 clusters Score -4540060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4540058.000000 Penalty: 5170.910645
	Iteration 38Q: 3 clusters Score -4540058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4540056.000000 Penalty: 5170.910645
	Iteration 39Q: 3 clusters Score -4540056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4540067.000000 Penalty: 5170.910645
	Iteration 40F: 3 clusters Score -4540067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4540067.000000 Penalty: 5170.910645
	Iteration 41Q: 3 clusters Score -4540067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4540076.000000 Penalty: 5170.910645
	Iteration 42Q: 3 clusters Score -4540076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4540080.000000 Penalty: 5170.910645
	Iteration 43Q: 3 clusters Score -4540080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4540079.000000 Penalty: 5170.910645
	Iteration 44Q: 3 clusters Score -4540079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4540078.500000 Penalty: 5170.910645
	Iteration 45Q: 3 clusters Score -4540078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4540078.000000 Penalty: 5170.910645
	Iteration 46Q: 3 clusters Score -4540078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4540077.500000 Penalty: 5170.910645
	Iteration 47Q: 3 clusters Score -4540078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4540080.000000 Penalty: 5170.910645
	Iteration 48Q: 3 clusters Score -4540080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4540077.000000 Penalty: 5170.910645
	Iteration 49Q: 3 clusters Score -4540077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4540080.500000 Penalty: 5170.910645
	Iteration 50Q: 3 clusters Score -4540080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4540083.500000 Penalty: 5170.910645
	Iteration 51Q: 3 clusters Score -4540084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4540080.000000 Penalty: 5170.910645
	Iteration 52Q: 3 clusters Score -4540080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4540084.000000 Penalty: 5170.910645
	Iteration 53Q: 3 clusters Score -4540084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4540085.500000 Penalty: 5170.910645
	Iteration 54Q: 3 clusters Score -4540086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4540085.500000 Penalty: 5170.910645
	Iteration 55F: 3 clusters Score -4540086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Entering Unmasked Estep 
Score: -2866841.500000 Penalty: 2465.720215
	Iteration 0F: 2 clusters Score -2866842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2852321.250000 Penalty: 4931.440430
	Iteration 0F: 3 clusters Score -2852321 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2857108.250000 Penalty: 4931.440430
	Iteration 1F: 3 clusters Score -2857108 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2857477.000000 Penalty: 4931.440430
	Iteration 2F: 3 clusters Score -2857477 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2857767.750000 Penalty: 4931.440430
	Iteration 3Q: 3 clusters Score -2857768 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2858051.000000 Penalty: 4931.440430
	Iteration 4Q: 3 clusters Score -2858051 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2858356.000000 Penalty: 4931.440430
	Iteration 5Q: 3 clusters Score -2858356 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2858751.750000 Penalty: 4931.440430
	Iteration 6Q: 3 clusters Score -2858752 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2859213.250000 Penalty: 4931.440430
	Iteration 7Q: 3 clusters Score -2859213 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2859847.750000 Penalty: 4931.440430
	Iteration 8F: 3 clusters Score -2859848 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2860684.250000 Penalty: 4931.440430
	Iteration 9F: 3 clusters Score -2860684 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2861664.250000 Penalty: 4931.440430
	Iteration 10F: 3 clusters Score -2861664 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2862641.500000 Penalty: 4931.440430
	Iteration 11F: 3 clusters Score -2862642 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2863393.750000 Penalty: 4931.440430
	Iteration 12Q: 3 clusters Score -2863394 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2863934.750000 Penalty: 4931.440430
	Iteration 13Q: 3 clusters Score -2863935 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2864284.000000 Penalty: 4931.440430
	Iteration 14Q: 3 clusters Score -2864284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2864490.750000 Penalty: 4931.440430
	Iteration 15Q: 3 clusters Score -2864491 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2864649.250000 Penalty: 4931.440430
	Iteration 16Q: 3 clusters Score -2864649 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2864740.500000 Penalty: 4931.440430
	Iteration 17Q: 3 clusters Score -2864740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2864803.000000 Penalty: 4931.440430
	Iteration 18Q: 3 clusters Score -2864803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2864849.000000 Penalty: 4931.440430
	Iteration 19Q: 3 clusters Score -2864849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2864881.750000 Penalty: 4931.440430
	Iteration 20F: 3 clusters Score -2864882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2864907.500000 Penalty: 4931.440430
	Iteration 21Q: 3 clusters Score -2864908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2864920.500000 Penalty: 4931.440430
	Iteration 22Q: 3 clusters Score -2864920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2864944.250000 Penalty: 4931.440430
	Iteration 23Q: 3 clusters Score -2864944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2864955.500000 Penalty: 4931.440430
	Iteration 24Q: 3 clusters Score -2864956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2864965.250000 Penalty: 4931.440430
	Iteration 25Q: 3 clusters Score -2864965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2864971.000000 Penalty: 4931.440430
	Iteration 26Q: 3 clusters Score -2864971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2864977.500000 Penalty: 4931.440430
	Iteration 27Q: 3 clusters Score -2864978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2864981.750000 Penalty: 4931.440430
	Iteration 28Q: 3 clusters Score -2864982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2864981.750000 Penalty: 4931.440430
	Iteration 29Q: 3 clusters Score -2864982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2864982.000000 Penalty: 4931.440430
	Iteration 30Q: 3 clusters Score -2864982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2864987.750000 Penalty: 4931.440430
	Iteration 31Q: 3 clusters Score -2864988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2864987.250000 Penalty: 4931.440430
	Iteration 32Q: 3 clusters Score -2864987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2864988.500000 Penalty: 4931.440430
	Iteration 33Q: 3 clusters Score -2864988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2864986.750000 Penalty: 4931.440430
	Iteration 34Q: 3 clusters Score -2864987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2864986.500000 Penalty: 4931.440430
	Iteration 35Q: 3 clusters Score -2864986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2864986.500000 Penalty: 4931.440430
	Iteration 36F: 3 clusters Score -2864986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -765372.625000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -765372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -760361.062500 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -760361.1 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -761602.687500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -761602.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -761891.312500 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -761891.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -762136.875000 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -762136.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -762421.562500 Penalty: 4296.859863
	Iteration 4F: 3 clusters Score -762421.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -762742.500000 Penalty: 4296.859863
	Iteration 5F: 3 clusters Score -762742.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -763050.062500 Penalty: 4296.859863
	Iteration 6F: 3 clusters Score -763050.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -763300.812500 Penalty: 4296.859863
	Iteration 7F: 3 clusters Score -763300.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -763487.000000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -763487 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -763635.312500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -763635.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -763785.125000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -763785.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -763894.750000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -763894.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -763973.812500 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -763973.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -764030.750000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -764030.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -764084.250000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -764084.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -764134.437500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -764134.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -764171.250000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -764171.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -764192.312500 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -764192.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764214.062500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -764214.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764237.875000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -764237.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -764253.062500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -764253.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -764262.500000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -764262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -764267.000000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -764267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -764273.312500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -764273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -764277.812500 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -764277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -764284.250000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -764284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764289.500000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -764289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764292.000000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -764292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -764294.312500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -764294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764297.000000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -764297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -764298.875000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -764298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -764302.000000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -764302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -764304.312500 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -764304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -764309.000000 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -764309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -764308.750000 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -764308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -764308.625000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -764308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -764310.062500 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -764310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -764312.875000 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -764312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -764311.500000 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -764311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -764312.562500 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -764312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -764312.562500 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -764312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -362126.625000 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -362126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359052.656250 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -359052.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -359793.218750 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -359793.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360094.125000 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -360094.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -360314.156250 Penalty: 3928.901611
	Iteration 3F: 3 clusters Score -360314.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -360472.312500 Penalty: 3928.901611
	Iteration 4F: 3 clusters Score -360472.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -360590.312500 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -360590.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -360707.625000 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -360707.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -360795.593750 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -360795.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -360877.750000 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -360877.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -360938.062500 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -360938.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -360974.875000 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -360974.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -361005.843750 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -361005.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -361030.031250 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -361030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -361051.250000 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -361051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -361061.968750 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -361062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -361070.250000 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -361070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -361084.093750 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -361084.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -361101.437500 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -361101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -361110.562500 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -361110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -361113.750000 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -361113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -361114.937500 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -361114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -361117.125000 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -361117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -361120.343750 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -361120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -361122.375000 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -361122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -361126.156250 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -361126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -361127.718750 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -361127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -361128.781250 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -361128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -361130.187500 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -361130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -361130.187500 Penalty: 3928.901611
	Iteration 28F: 3 clusters Score -361130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -163350.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -163350.9 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 620 members 
Entering Unmasked Estep 
Score: -161246.140625 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -161246.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161942.578125 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -161942.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162738.484375 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -162738.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163542.671875 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -163542.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163809.156250 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -163809.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163902.796875 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -163902.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163977.718750 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -163977.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164016.671875 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -164016.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -164034.125000 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -164034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164050.828125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -164050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164063.781250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -164063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -164083.812500 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -164083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -164101.281250 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -164101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164111.546875 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -164111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -164117.593750 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -164117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164122.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -164122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164126.593750 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -164126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164130.296875 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -164130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164148.734375 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -164148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164155.156250 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -164155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164155.812500 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -164155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234157 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 742 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 585 members 
Entering Unmasked Estep 
Score: -134143032.000000 Penalty: 99435.203125
Splitting cluster 20 changes total score from -134143872.000000 to -134143032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -370016.343750 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -370016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -366818.406250 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -366818.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -367555.406250 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -367555.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367879.531250 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -367879.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -368139.531250 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -368139.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -368407.781250 Penalty: 3956.391357
	Iteration 4F: 3 clusters Score -368407.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -368717.718750 Penalty: 3956.391357
	Iteration 5F: 3 clusters Score -368717.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -368991.593750 Penalty: 3956.391357
	Iteration 6F: 3 clusters Score -368991.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -369196.468750 Penalty: 3956.391357
	Iteration 7F: 3 clusters Score -369196.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -369271.812500 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -369271.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -369297.031250 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -369297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -369313.437500 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -369313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -369317.437500 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -369317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -369317.437500 Penalty: 3956.391357
	Iteration 12F: 3 clusters Score -369317.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Entering Unmasked Estep 
Score: -1815504.500000 Penalty: 2373.681396
	Iteration 0F: 2 clusters Score -1815504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1805040.125000 Penalty: 4747.362793
	Iteration 0F: 3 clusters Score -1805040 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1808299.375000 Penalty: 4747.362793
	Iteration 1F: 3 clusters Score -1808299 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1808722.375000 Penalty: 4747.362793
	Iteration 2F: 3 clusters Score -1808722 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1809131.750000 Penalty: 4747.362793
	Iteration 3F: 3 clusters Score -1809132 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1809537.000000 Penalty: 4747.362793
	Iteration 4F: 3 clusters Score -1809537 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1809929.000000 Penalty: 4747.362793
	Iteration 5F: 3 clusters Score -1809929 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1810293.000000 Penalty: 4747.362793
	Iteration 6Q: 3 clusters Score -1810293 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1810603.000000 Penalty: 4747.362793
	Iteration 7Q: 3 clusters Score -1810603 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1810896.500000 Penalty: 4747.362793
	Iteration 8Q: 3 clusters Score -1810896 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1811192.875000 Penalty: 4747.362793
	Iteration 9Q: 3 clusters Score -1811193 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1811514.500000 Penalty: 4747.362793
	Iteration 10Q: 3 clusters Score -1811514 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1811893.625000 Penalty: 4747.362793
	Iteration 11Q: 3 clusters Score -1811894 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1812257.250000 Penalty: 4747.362793
	Iteration 12Q: 3 clusters Score -1812257 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1812581.000000 Penalty: 4747.362793
	Iteration 13Q: 3 clusters Score -1812581 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1812823.875000 Penalty: 4747.362793
	Iteration 14Q: 3 clusters Score -1812824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1813012.625000 Penalty: 4747.362793
	Iteration 15Q: 3 clusters Score -1813013 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1813149.750000 Penalty: 4747.362793
	Iteration 16Q: 3 clusters Score -1813150 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1813266.125000 Penalty: 4747.362793
	Iteration 17Q: 3 clusters Score -1813266 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1813365.500000 Penalty: 4747.362793
	Iteration 18Q: 3 clusters Score -1813366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1813443.875000 Penalty: 4747.362793
	Iteration 19Q: 3 clusters Score -1813444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1813517.500000 Penalty: 4747.362793
	Iteration 20F: 3 clusters Score -1813518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1813570.750000 Penalty: 4747.362793
	Iteration 21Q: 3 clusters Score -1813571 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1813615.750000 Penalty: 4747.362793
	Iteration 22Q: 3 clusters Score -1813616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1813650.250000 Penalty: 4747.362793
	Iteration 23Q: 3 clusters Score -1813650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1813681.500000 Penalty: 4747.362793
	Iteration 24Q: 3 clusters Score -1813682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1813713.000000 Penalty: 4747.362793
	Iteration 25Q: 3 clusters Score -1813713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1813749.000000 Penalty: 4747.362793
	Iteration 26Q: 3 clusters Score -1813749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1813794.125000 Penalty: 4747.362793
	Iteration 27Q: 3 clusters Score -1813794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1813875.375000 Penalty: 4747.362793
	Iteration 28Q: 3 clusters Score -1813875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1813985.750000 Penalty: 4747.362793
	Iteration 29Q: 3 clusters Score -1813986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1814086.750000 Penalty: 4747.362793
	Iteration 30Q: 3 clusters Score -1814087 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1814158.875000 Penalty: 4747.362793
	Iteration 31Q: 3 clusters Score -1814159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1814194.625000 Penalty: 4747.362793
	Iteration 32Q: 3 clusters Score -1814195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1814217.625000 Penalty: 4747.362793
	Iteration 33Q: 3 clusters Score -1814218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1814235.125000 Penalty: 4747.362793
	Iteration 34Q: 3 clusters Score -1814235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1814247.875000 Penalty: 4747.362793
	Iteration 35Q: 3 clusters Score -1814248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1814265.500000 Penalty: 4747.362793
	Iteration 36Q: 3 clusters Score -1814266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1814279.125000 Penalty: 4747.362793
	Iteration 37Q: 3 clusters Score -1814279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1814291.000000 Penalty: 4747.362793
	Iteration 38Q: 3 clusters Score -1814291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1814294.250000 Penalty: 4747.362793
	Iteration 39Q: 3 clusters Score -1814294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1814295.375000 Penalty: 4747.362793
	Iteration 40F: 3 clusters Score -1814295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1814303.875000 Penalty: 4747.362793
	Iteration 41Q: 3 clusters Score -1814304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1814305.500000 Penalty: 4747.362793
	Iteration 42Q: 3 clusters Score -1814306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1814305.250000 Penalty: 4747.362793
	Iteration 43Q: 3 clusters Score -1814305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1814303.625000 Penalty: 4747.362793
	Iteration 44Q: 3 clusters Score -1814304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1814308.250000 Penalty: 4747.362793
	Iteration 45Q: 3 clusters Score -1814308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1814308.875000 Penalty: 4747.362793
	Iteration 46Q: 3 clusters Score -1814309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1814316.000000 Penalty: 4747.362793
	Iteration 47Q: 3 clusters Score -1814316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1814315.250000 Penalty: 4747.362793
	Iteration 48Q: 3 clusters Score -1814315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1814319.250000 Penalty: 4747.362793
	Iteration 49Q: 3 clusters Score -1814319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1814319.875000 Penalty: 4747.362793
	Iteration 50Q: 3 clusters Score -1814320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1814321.250000 Penalty: 4747.362793
	Iteration 51Q: 3 clusters Score -1814321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1814321.125000 Penalty: 4747.362793
	Iteration 52Q: 3 clusters Score -1814321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1814323.750000 Penalty: 4747.362793
	Iteration 53Q: 3 clusters Score -1814324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1814325.250000 Penalty: 4747.362793
	Iteration 54Q: 3 clusters Score -1814325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1814324.875000 Penalty: 4747.362793
	Iteration 55Q: 3 clusters Score -1814325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1814324.875000 Penalty: 4747.362793
	Iteration 56F: 3 clusters Score -1814325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3959182.750000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -3959183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3937890.750000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -3937891 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3945635.750000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -3945636 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3946237.750000 Penalty: 5129.568359
	Iteration 2F: 3 clusters Score -3946238 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3946781.750000 Penalty: 5129.568359
	Iteration 3Q: 3 clusters Score -3946782 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3947280.500000 Penalty: 5129.568359
	Iteration 4Q: 3 clusters Score -3947280 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3947815.250000 Penalty: 5129.568359
	Iteration 5Q: 3 clusters Score -3947815 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3948424.000000 Penalty: 5129.568359
	Iteration 6Q: 3 clusters Score -3948424 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3949141.000000 Penalty: 5129.568359
	Iteration 7Q: 3 clusters Score -3949141 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3949999.000000 Penalty: 5129.568359
	Iteration 8Q: 3 clusters Score -3949999 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3950924.750000 Penalty: 5129.568359
	Iteration 9Q: 3 clusters Score -3950925 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3951842.250000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -3951842 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3952752.250000 Penalty: 5129.568359
	Iteration 11Q: 3 clusters Score -3952752 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3953606.250000 Penalty: 5129.568359
	Iteration 12Q: 3 clusters Score -3953606 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3954359.750000 Penalty: 5129.568359
	Iteration 13Q: 3 clusters Score -3954360 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3954964.500000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -3954964 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3955453.000000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -3955453 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3955845.500000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -3955846 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3956168.750000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -3956169 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3956370.750000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -3956371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3956509.000000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -3956509 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3956635.000000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -3956635 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3956722.500000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -3956722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3956797.250000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -3956797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3956860.750000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -3956861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3956923.750000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -3956924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3956967.500000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -3956968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3956996.000000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -3956996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3957019.000000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -3957019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3957032.750000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -3957033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3957035.750000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -3957036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3957049.500000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -3957050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3957061.000000 Penalty: 5129.568359
	Iteration 31Q: 3 clusters Score -3957061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3957064.250000 Penalty: 5129.568359
	Iteration 32Q: 3 clusters Score -3957064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3957069.250000 Penalty: 5129.568359
	Iteration 33Q: 3 clusters Score -3957069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3957071.250000 Penalty: 5129.568359
	Iteration 34Q: 3 clusters Score -3957071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3957077.250000 Penalty: 5129.568359
	Iteration 35Q: 3 clusters Score -3957077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3957080.750000 Penalty: 5129.568359
	Iteration 36Q: 3 clusters Score -3957081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3957083.500000 Penalty: 5129.568359
	Iteration 37Q: 3 clusters Score -3957084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3957083.500000 Penalty: 5129.568359
	Iteration 38F: 3 clusters Score -3957084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (148067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Entering Unmasked Estep 
Score: -20142388.000000 Penalty: 2952.544189
	Iteration 0F: 2 clusters Score -2.014239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -20047148.000000 Penalty: 5905.088379
	Iteration 0F: 3 clusters Score -2.004715e+07 nChanged 70712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -20088808.000000 Penalty: 5905.088379
	Iteration 1F: 3 clusters Score -2.008881e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -20089916.000000 Penalty: 5905.088379
	Iteration 2Q: 3 clusters Score -2.008992e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -20091222.000000 Penalty: 5905.088379
	Iteration 3Q: 3 clusters Score -2.009122e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -20092756.000000 Penalty: 5905.088379
	Iteration 4Q: 3 clusters Score -2.009276e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -20094618.000000 Penalty: 5905.088379
	Iteration 5Q: 3 clusters Score -2.009462e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -20097044.000000 Penalty: 5905.088379
	Iteration 6Q: 3 clusters Score -2.009704e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -20100400.000000 Penalty: 5905.088379
	Iteration 7Q: 3 clusters Score -2.01004e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -20104872.000000 Penalty: 5905.088379
	Iteration 8F: 3 clusters Score -2.010487e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -20110268.000000 Penalty: 5905.088379
	Iteration 9F: 3 clusters Score -2.011027e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -20115814.000000 Penalty: 5905.088379
	Iteration 10F: 3 clusters Score -2.011581e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -20120172.000000 Penalty: 5905.088379
	Iteration 11Q: 3 clusters Score -2.012017e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
Score: -20122810.000000 Penalty: 5905.088379
	Iteration 12Q: 3 clusters Score -2.012281e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -20124214.000000 Penalty: 5905.088379
	Iteration 13Q: 3 clusters Score -2.012421e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -20125282.000000 Penalty: 5905.088379
	Iteration 14Q: 3 clusters Score -2.012528e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -20126202.000000 Penalty: 5905.088379
	Iteration 15Q: 3 clusters Score -2.01262e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -20127352.000000 Penalty: 5905.088379
	Iteration 16Q: 3 clusters Score -2.012735e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -20128490.000000 Penalty: 5905.088379
	Iteration 17Q: 3 clusters Score -2.012849e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -20129730.000000 Penalty: 5905.088379
	Iteration 18Q: 3 clusters Score -2.012973e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -20130860.000000 Penalty: 5905.088379
	Iteration 19Q: 3 clusters Score -2.013086e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -20132080.000000 Penalty: 5905.088379
	Iteration 20F: 3 clusters Score -2.013208e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -20133252.000000 Penalty: 5905.088379
	Iteration 21Q: 3 clusters Score -2.013325e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -20134370.000000 Penalty: 5905.088379
	Iteration 22Q: 3 clusters Score -2.013437e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 139682 members 
Entering Unmasked Estep 
Score: -20135516.000000 Penalty: 5905.088379
	Iteration 23Q: 3 clusters Score -2.013552e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -20136360.000000 Penalty: 5905.088379
	Iteration 24Q: 3 clusters Score -2.013636e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -20137046.000000 Penalty: 5905.088379
	Iteration 25Q: 3 clusters Score -2.013705e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 144487 members 
Entering Unmasked Estep 
Score: -20137762.000000 Penalty: 5905.088379
	Iteration 26Q: 3 clusters Score -2.013776e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -20138256.000000 Penalty: 5905.088379
	Iteration 27Q: 3 clusters Score -2.013826e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -20138670.000000 Penalty: 5905.088379
	Iteration 28Q: 3 clusters Score -2.013867e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -20139052.000000 Penalty: 5905.088379
	Iteration 29Q: 3 clusters Score -2.013905e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -20139298.000000 Penalty: 5905.088379
	Iteration 30Q: 3 clusters Score -2.01393e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -20139440.000000 Penalty: 5905.088379
	Iteration 31Q: 3 clusters Score -2.013944e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -20139544.000000 Penalty: 5905.088379
	Iteration 32Q: 3 clusters Score -2.013954e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 147518 members 
Entering Unmasked Estep 
Score: -20139620.000000 Penalty: 5905.088379
	Iteration 33Q: 3 clusters Score -2.013962e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -20139670.000000 Penalty: 5905.088379
	Iteration 34Q: 3 clusters Score -2.013967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -20139736.000000 Penalty: 5905.088379
	Iteration 35Q: 3 clusters Score -2.013974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -20139768.000000 Penalty: 5905.088379
	Iteration 36Q: 3 clusters Score -2.013977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -20139796.000000 Penalty: 5905.088379
	Iteration 37Q: 3 clusters Score -2.01398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -20139822.000000 Penalty: 5905.088379
	Iteration 38Q: 3 clusters Score -2.013982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -20139838.000000 Penalty: 5905.088379
	Iteration 39Q: 3 clusters Score -2.013984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 147698 members 
Entering Unmasked Estep 
Score: -20139848.000000 Penalty: 5905.088379
	Iteration 40F: 3 clusters Score -2.013985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147701 members 
Entering Unmasked Estep 
Score: -20139856.000000 Penalty: 5905.088379
	Iteration 41Q: 3 clusters Score -2.013986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -20139856.000000 Penalty: 5905.088379
	Iteration 42Q: 3 clusters Score -2.013986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -20139862.000000 Penalty: 5905.088379
	Iteration 43Q: 3 clusters Score -2.013986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -20139862.000000 Penalty: 5905.088379
	Iteration 44F: 3 clusters Score -2.013986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1743365.750000 Penalty: 2344.881348
	Iteration 0F: 2 clusters Score -1743366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1733854.250000 Penalty: 4689.762695
	Iteration 0F: 3 clusters Score -1733854 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1736722.125000 Penalty: 4689.762695
	Iteration 1F: 3 clusters Score -1736722 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1737090.375000 Penalty: 4689.762695
	Iteration 2F: 3 clusters Score -1737090 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1737355.750000 Penalty: 4689.762695
	Iteration 3F: 3 clusters Score -1737356 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1737590.500000 Penalty: 4689.762695
	Iteration 4Q: 3 clusters Score -1737590 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1737813.625000 Penalty: 4689.762695
	Iteration 5Q: 3 clusters Score -1737814 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1738057.000000 Penalty: 4689.762695
	Iteration 6Q: 3 clusters Score -1738057 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1738295.750000 Penalty: 4689.762695
	Iteration 7Q: 3 clusters Score -1738296 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1738561.000000 Penalty: 4689.762695
	Iteration 8Q: 3 clusters Score -1738561 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1738899.000000 Penalty: 4689.762695
	Iteration 9Q: 3 clusters Score -1738899 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1739454.250000 Penalty: 4689.762695
	Iteration 10Q: 3 clusters Score -1739454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1740407.625000 Penalty: 4689.762695
	Iteration 11F: 3 clusters Score -1740408 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1741681.250000 Penalty: 4689.762695
	Iteration 12F: 3 clusters Score -1741681 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1742719.875000 Penalty: 4689.762695
	Iteration 13F: 3 clusters Score -1742720 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1743067.000000 Penalty: 4689.762695
	Iteration 14Q: 3 clusters Score -1743067 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1743159.500000 Penalty: 4689.762695
	Iteration 15Q: 3 clusters Score -1743160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1743193.375000 Penalty: 4689.762695
	Iteration 16Q: 3 clusters Score -1743193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1743207.500000 Penalty: 4689.762695
	Iteration 17Q: 3 clusters Score -1743208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1743214.875000 Penalty: 4689.762695
	Iteration 18Q: 3 clusters Score -1743215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1743212.125000 Penalty: 4689.762695
	Iteration 19Q: 3 clusters Score -1743212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1743215.375000 Penalty: 4689.762695
	Iteration 20F: 3 clusters Score -1743215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1743215.250000 Penalty: 4689.762695
	Iteration 21Q: 3 clusters Score -1743215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1743215.250000 Penalty: 4689.762695
	Iteration 22Q: 3 clusters Score -1743215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1743213.000000 Penalty: 4689.762695
	Iteration 23Q: 3 clusters Score -1743213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1743213.750000 Penalty: 4689.762695
	Iteration 24Q: 3 clusters Score -1743214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1743213.750000 Penalty: 4689.762695
	Iteration 25F: 3 clusters Score -1743214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -62400.839844 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -62400.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60916.703125 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -60916.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61130.304688 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -61130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61196.562500 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -61196.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61233.921875 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -61233.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61269.660156 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -61269.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61338.164062 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -61338.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61407.523438 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -61407.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61455.378906 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -61455.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61531.023438 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -61531.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61660.414062 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -61660.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61803.480469 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -61803.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61957.222656 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -61957.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62179.941406 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -62179.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62464.375000 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -62464.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62532.343750 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -62532.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62579.957031 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -62579.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62606.390625 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -62606.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62623.992188 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -62623.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62623.992188 Penalty: 3111.347168
	Iteration 18F: 3 clusters Score -62623.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234157 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 172 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
Score: -134142240.000000 Penalty: 99435.203125
Splitting cluster 26 changes total score from -134143872.000000 to -134142240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -204864.125000 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -204864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -202557.640625 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -202557.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -203241.859375 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -203241.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203420.187500 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -203420.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203553.031250 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -203553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203673.468750 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -203673.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203753.406250 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -203753.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -203807.343750 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -203807.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -203850.703125 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -203850.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203888.781250 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -203888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203905.890625 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -203905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203915.609375 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -203915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203921.234375 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -203921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203925.343750 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -203925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203929.000000 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -203929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -203930.718750 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -203930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203932.781250 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -203932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203932.781250 Penalty: 3695.239502
	Iteration 16F: 3 clusters Score -203932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -50330.082031 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -50330.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48922.421875 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48922.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49085.109375 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -49085.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49183.156250 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -49183.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49247.710938 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -49247.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49272.425781 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -49272.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49318.257812 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -49318.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49321.074219 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -49321.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49323.527344 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -49323.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49323.527344 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -49323.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234157 members 
Mstep: Class 5 contains 94485 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40244 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148067 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143912.000000 Penalty: 96006.398438
Iteration 239Q: 29 clusters Score -1.341439e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234160 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40243 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19017 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20794 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 240F: 29 clusters Score -1.341439e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234163 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40241 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19017 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 241Q: 29 clusters Score -1.341439e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234163 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40240 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 242Q: 29 clusters Score -1.341439e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 243Q: 29 clusters Score -1.341439e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134143888.000000 Penalty: 96006.398438
Iteration 244F: 29 clusters Score -1.341439e+08 nChanged 0
Entering ConstructFrom: 
Score: -134143888.000000 Penalty: 96006.398438
Entering ConstructFrom: 
Trying to split cluster 1 (89363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Entering Unmasked Estep 
Score: -12233719.000000 Penalty: 2827.314697
	Iteration 0F: 2 clusters Score -1.223372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -12174056.000000 Penalty: 5654.629395
	Iteration 0F: 3 clusters Score -1.217406e+07 nChanged 42001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -12197490.000000 Penalty: 5654.629395
	Iteration 1F: 3 clusters Score -1.219749e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -12198203.000000 Penalty: 5654.629395
	Iteration 2Q: 3 clusters Score -1.21982e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -12198946.000000 Penalty: 5654.629395
	Iteration 3Q: 3 clusters Score -1.219895e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -12200149.000000 Penalty: 5654.629395
	Iteration 4Q: 3 clusters Score -1.220015e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -12202088.000000 Penalty: 5654.629395
	Iteration 5Q: 3 clusters Score -1.220209e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -12205306.000000 Penalty: 5654.629395
	Iteration 6F: 3 clusters Score -1.220531e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -12210162.000000 Penalty: 5654.629395
	Iteration 7F: 3 clusters Score -1.221016e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -12216539.000000 Penalty: 5654.629395
	Iteration 8F: 3 clusters Score -1.221654e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -12222430.000000 Penalty: 5654.629395
	Iteration 9F: 3 clusters Score -1.222243e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -12226881.000000 Penalty: 5654.629395
	Iteration 10F: 3 clusters Score -1.222688e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -12229273.000000 Penalty: 5654.629395
	Iteration 11Q: 3 clusters Score -1.222927e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12230419.000000 Penalty: 5654.629395
	Iteration 12Q: 3 clusters Score -1.223042e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12230908.000000 Penalty: 5654.629395
	Iteration 13Q: 3 clusters Score -1.223091e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12231103.000000 Penalty: 5654.629395
	Iteration 14Q: 3 clusters Score -1.22311e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12231209.000000 Penalty: 5654.629395
	Iteration 15Q: 3 clusters Score -1.223121e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12231258.000000 Penalty: 5654.629395
	Iteration 16Q: 3 clusters Score -1.223126e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12231294.000000 Penalty: 5654.629395
	Iteration 17Q: 3 clusters Score -1.223129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12231308.000000 Penalty: 5654.629395
	Iteration 18Q: 3 clusters Score -1.223131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12231310.000000 Penalty: 5654.629395
	Iteration 19Q: 3 clusters Score -1.223131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12231322.000000 Penalty: 5654.629395
	Iteration 20F: 3 clusters Score -1.223132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12231339.000000 Penalty: 5654.629395
	Iteration 21Q: 3 clusters Score -1.223134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12231357.000000 Penalty: 5654.629395
	Iteration 22Q: 3 clusters Score -1.223136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12231366.000000 Penalty: 5654.629395
	Iteration 23Q: 3 clusters Score -1.223137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12231366.000000 Penalty: 5654.629395
	Iteration 24Q: 3 clusters Score -1.223137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12231383.000000 Penalty: 5654.629395
	Iteration 25Q: 3 clusters Score -1.223138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12231380.000000 Penalty: 5654.629395
	Iteration 26Q: 3 clusters Score -1.223138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12231395.000000 Penalty: 5654.629395
	Iteration 27Q: 3 clusters Score -1.22314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12231394.000000 Penalty: 5654.629395
	Iteration 28Q: 3 clusters Score -1.223139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12231392.000000 Penalty: 5654.629395
	Iteration 29Q: 3 clusters Score -1.223139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12231401.000000 Penalty: 5654.629395
	Iteration 30Q: 3 clusters Score -1.22314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12231403.000000 Penalty: 5654.629395
	Iteration 31Q: 3 clusters Score -1.22314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12231406.000000 Penalty: 5654.629395
	Iteration 32Q: 3 clusters Score -1.223141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12231411.000000 Penalty: 5654.629395
	Iteration 33Q: 3 clusters Score -1.223141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12231400.000000 Penalty: 5654.629395
	Iteration 34Q: 3 clusters Score -1.22314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12231402.000000 Penalty: 5654.629395
	Iteration 35Q: 3 clusters Score -1.22314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12231409.000000 Penalty: 5654.629395
	Iteration 36Q: 3 clusters Score -1.223141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12231409.000000 Penalty: 5654.629395
	Iteration 37F: 3 clusters Score -1.223141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -546749.375000 Penalty: 2072.949219
	Iteration 0F: 2 clusters Score -546749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -542686.312500 Penalty: 4145.898438
	Iteration 0F: 3 clusters Score -542686.3 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -543622.375000 Penalty: 4145.898438
	Iteration 1F: 3 clusters Score -543622.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -543835.500000 Penalty: 4145.898438
	Iteration 2F: 3 clusters Score -543835.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -543952.250000 Penalty: 4145.898438
	Iteration 3Q: 3 clusters Score -543952.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -544050.500000 Penalty: 4145.898438
	Iteration 4Q: 3 clusters Score -544050.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -544144.312500 Penalty: 4145.898438
	Iteration 5Q: 3 clusters Score -544144.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -544244.125000 Penalty: 4145.898438
	Iteration 6Q: 3 clusters Score -544244.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -544353.812500 Penalty: 4145.898438
	Iteration 7Q: 3 clusters Score -544353.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -544507.250000 Penalty: 4145.898438
	Iteration 8Q: 3 clusters Score -544507.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -544716.187500 Penalty: 4145.898438
	Iteration 9Q: 3 clusters Score -544716.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -545010.687500 Penalty: 4145.898438
	Iteration 10F: 3 clusters Score -545010.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -545365.375000 Penalty: 4145.898438
	Iteration 11F: 3 clusters Score -545365.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -545693.875000 Penalty: 4145.898438
	Iteration 12F: 3 clusters Score -545693.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -545935.437500 Penalty: 4145.898438
	Iteration 13Q: 3 clusters Score -545935.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -546092.062500 Penalty: 4145.898438
	Iteration 14Q: 3 clusters Score -546092.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -546233.250000 Penalty: 4145.898438
	Iteration 15Q: 3 clusters Score -546233.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -546336.000000 Penalty: 4145.898438
	Iteration 16Q: 3 clusters Score -546336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -546411.812500 Penalty: 4145.898438
	Iteration 17Q: 3 clusters Score -546411.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -546471.187500 Penalty: 4145.898438
	Iteration 18Q: 3 clusters Score -546471.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -546500.437500 Penalty: 4145.898438
	Iteration 19Q: 3 clusters Score -546500.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -546517.437500 Penalty: 4145.898438
	Iteration 20F: 3 clusters Score -546517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -546522.625000 Penalty: 4145.898438
	Iteration 21Q: 3 clusters Score -546522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -546525.500000 Penalty: 4145.898438
	Iteration 22Q: 3 clusters Score -546525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -546526.375000 Penalty: 4145.898438
	Iteration 23Q: 3 clusters Score -546526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -546530.500000 Penalty: 4145.898438
	Iteration 24Q: 3 clusters Score -546530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -546532.000000 Penalty: 4145.898438
	Iteration 25Q: 3 clusters Score -546532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -546532.062500 Penalty: 4145.898438
	Iteration 26Q: 3 clusters Score -546532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -546532.312500 Penalty: 4145.898438
	Iteration 27Q: 3 clusters Score -546532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -546532.875000 Penalty: 4145.898438
	Iteration 28Q: 3 clusters Score -546532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -546532.875000 Penalty: 4145.898438
	Iteration 29F: 3 clusters Score -546532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -114270.648438 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -114270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112435.140625 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -112435.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112682.257812 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -112682.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112756.671875 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -112756.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112774.890625 Penalty: 3357.172607
	Iteration 3Q: 3 clusters Score -112774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112792.046875 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -112792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112812.820312 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -112812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112825.750000 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -112825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112834.390625 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -112834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112839.828125 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -112839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112847.234375 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -112847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112853.414062 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -112853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112858.820312 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -112858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112862.945312 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -112862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112866.601562 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -112866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112868.984375 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -112869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112869.375000 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -112869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112869.375000 Penalty: 3357.172607
	Iteration 16F: 3 clusters Score -112869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234164 members 
Entering Unmasked Estep 
Score: -32030448.000000 Penalty: 3066.216797
	Iteration 0F: 2 clusters Score -3.203045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -31891094.000000 Penalty: 6132.433594
	Iteration 0F: 3 clusters Score -3.189109e+07 nChanged 112511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -31956574.000000 Penalty: 6132.433594
	Iteration 1F: 3 clusters Score -3.195657e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123510 members 
Mstep: Class 2 contains 110654 members 
Entering Unmasked Estep 
Score: -31957632.000000 Penalty: 6132.433594
	Iteration 2Q: 3 clusters Score -3.195763e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -31959270.000000 Penalty: 6132.433594
	Iteration 3Q: 3 clusters Score -3.195927e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133493 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -31961748.000000 Penalty: 6132.433594
	Iteration 4Q: 3 clusters Score -3.196175e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -31966406.000000 Penalty: 6132.433594
	Iteration 5Q: 3 clusters Score -3.196641e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -31974182.000000 Penalty: 6132.433594
	Iteration 6F: 3 clusters Score -3.197418e+07 nChanged 16544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -31985096.000000 Penalty: 6132.433594
	Iteration 7F: 3 clusters Score -3.19851e+07 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188506 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -31996330.000000 Penalty: 6132.433594
	Iteration 8F: 3 clusters Score -3.199633e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203001 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -32005136.000000 Penalty: 6132.433594
	Iteration 9F: 3 clusters Score -3.200514e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213024 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -32011910.000000 Penalty: 6132.433594
	Iteration 10Q: 3 clusters Score -3.201191e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219583 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -32016644.000000 Penalty: 6132.433594
	Iteration 11Q: 3 clusters Score -3.201664e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224108 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -32019928.000000 Penalty: 6132.433594
	Iteration 12Q: 3 clusters Score -3.201993e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227216 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -32022166.000000 Penalty: 6132.433594
	Iteration 13Q: 3 clusters Score -3.202217e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229352 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -32023928.000000 Penalty: 6132.433594
	Iteration 14Q: 3 clusters Score -3.202393e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230753 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -32025038.000000 Penalty: 6132.433594
	Iteration 15Q: 3 clusters Score -3.202504e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231651 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -32025800.000000 Penalty: 6132.433594
	Iteration 16Q: 3 clusters Score -3.20258e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -32026246.000000 Penalty: 6132.433594
	Iteration 17Q: 3 clusters Score -3.202625e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232569 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -32026622.000000 Penalty: 6132.433594
	Iteration 18Q: 3 clusters Score -3.202662e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232798 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -32026816.000000 Penalty: 6132.433594
	Iteration 19Q: 3 clusters Score -3.202682e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232950 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -32026880.000000 Penalty: 6132.433594
	Iteration 20F: 3 clusters Score -3.202688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233050 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -32026968.000000 Penalty: 6132.433594
	Iteration 21Q: 3 clusters Score -3.202697e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233120 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -32027010.000000 Penalty: 6132.433594
	Iteration 22Q: 3 clusters Score -3.202701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -32027076.000000 Penalty: 6132.433594
	Iteration 23Q: 3 clusters Score -3.202708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233236 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -32027128.000000 Penalty: 6132.433594
	Iteration 24Q: 3 clusters Score -3.202713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233287 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -32027210.000000 Penalty: 6132.433594
	Iteration 25Q: 3 clusters Score -3.202721e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233321 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -32027278.000000 Penalty: 6132.433594
	Iteration 26Q: 3 clusters Score -3.202728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233336 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -32027282.000000 Penalty: 6132.433594
	Iteration 27Q: 3 clusters Score -3.202728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233356 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -32027304.000000 Penalty: 6132.433594
	Iteration 28Q: 3 clusters Score -3.20273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233366 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -32027354.000000 Penalty: 6132.433594
	Iteration 29Q: 3 clusters Score -3.202735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233378 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -32027384.000000 Penalty: 6132.433594
	Iteration 30Q: 3 clusters Score -3.202738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233387 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -32027392.000000 Penalty: 6132.433594
	Iteration 31Q: 3 clusters Score -3.202739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -32027418.000000 Penalty: 6132.433594
	Iteration 32Q: 3 clusters Score -3.202742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233399 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -32027422.000000 Penalty: 6132.433594
	Iteration 33Q: 3 clusters Score -3.202742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233407 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -32027430.000000 Penalty: 6132.433594
	Iteration 34Q: 3 clusters Score -3.202743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233417 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -32027430.000000 Penalty: 6132.433594
	Iteration 35Q: 3 clusters Score -3.202743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233426 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -32027442.000000 Penalty: 6132.433594
	Iteration 36Q: 3 clusters Score -3.202744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233434 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -32027444.000000 Penalty: 6132.433594
	Iteration 37Q: 3 clusters Score -3.202744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233443 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -32027478.000000 Penalty: 6132.433594
	Iteration 38Q: 3 clusters Score -3.202748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233449 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -32027480.000000 Penalty: 6132.433594
	Iteration 39Q: 3 clusters Score -3.202748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233455 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -32027484.000000 Penalty: 6132.433594
	Iteration 40F: 3 clusters Score -3.202748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233459 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -32027506.000000 Penalty: 6132.433594
	Iteration 41Q: 3 clusters Score -3.202751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -32027536.000000 Penalty: 6132.433594
	Iteration 42Q: 3 clusters Score -3.202754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233468 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32027506.000000 Penalty: 6132.433594
	Iteration 43Q: 3 clusters Score -3.202751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32027496.000000 Penalty: 6132.433594
	Iteration 44Q: 3 clusters Score -3.20275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32027496.000000 Penalty: 6132.433594
	Iteration 45F: 3 clusters Score -3.20275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Entering Unmasked Estep 
Score: -12796959.000000 Penalty: 2841.134033
	Iteration 0F: 2 clusters Score -1.279696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -12733844.000000 Penalty: 5682.268066
	Iteration 0F: 3 clusters Score -1.273384e+07 nChanged 44531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -12759164.000000 Penalty: 5682.268066
	Iteration 1F: 3 clusters Score -1.275916e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -12760070.000000 Penalty: 5682.268066
	Iteration 2Q: 3 clusters Score -1.276007e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -12761279.000000 Penalty: 5682.268066
	Iteration 3Q: 3 clusters Score -1.276128e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12763171.000000 Penalty: 5682.268066
	Iteration 4Q: 3 clusters Score -1.276317e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -12766280.000000 Penalty: 5682.268066
	Iteration 5F: 3 clusters Score -1.276628e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -12771758.000000 Penalty: 5682.268066
	Iteration 6F: 3 clusters Score -1.277176e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -12779264.000000 Penalty: 5682.268066
	Iteration 7F: 3 clusters Score -1.277926e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -12786634.000000 Penalty: 5682.268066
	Iteration 8F: 3 clusters Score -1.278663e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -12791408.000000 Penalty: 5682.268066
	Iteration 9F: 3 clusters Score -1.279141e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12793404.000000 Penalty: 5682.268066
	Iteration 10Q: 3 clusters Score -1.27934e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12794017.000000 Penalty: 5682.268066
	Iteration 11Q: 3 clusters Score -1.279402e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12794244.000000 Penalty: 5682.268066
	Iteration 12Q: 3 clusters Score -1.279424e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12794340.000000 Penalty: 5682.268066
	Iteration 13Q: 3 clusters Score -1.279434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12794379.000000 Penalty: 5682.268066
	Iteration 14Q: 3 clusters Score -1.279438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12794408.000000 Penalty: 5682.268066
	Iteration 15Q: 3 clusters Score -1.279441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12794446.000000 Penalty: 5682.268066
	Iteration 16Q: 3 clusters Score -1.279445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12794449.000000 Penalty: 5682.268066
	Iteration 17Q: 3 clusters Score -1.279445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12794455.000000 Penalty: 5682.268066
	Iteration 18Q: 3 clusters Score -1.279446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12794449.000000 Penalty: 5682.268066
	Iteration 19Q: 3 clusters Score -1.279445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12794449.000000 Penalty: 5682.268066
	Iteration 20F: 3 clusters Score -1.279445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Entering Unmasked Estep 
Score: -14913360.000000 Penalty: 2879.722412
	Iteration 0F: 2 clusters Score -1.491336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -14839714.000000 Penalty: 5759.444824
	Iteration 0F: 3 clusters Score -1.483971e+07 nChanged 52359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -14869547.000000 Penalty: 5759.444824
	Iteration 1F: 3 clusters Score -1.486955e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -14870293.000000 Penalty: 5759.444824
	Iteration 2Q: 3 clusters Score -1.487029e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -14871286.000000 Penalty: 5759.444824
	Iteration 3Q: 3 clusters Score -1.487129e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -14872746.000000 Penalty: 5759.444824
	Iteration 4Q: 3 clusters Score -1.487275e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -14874873.000000 Penalty: 5759.444824
	Iteration 5Q: 3 clusters Score -1.487487e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -14878526.000000 Penalty: 5759.444824
	Iteration 6F: 3 clusters Score -1.487853e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -14884374.000000 Penalty: 5759.444824
	Iteration 7F: 3 clusters Score -1.488437e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -14892146.000000 Penalty: 5759.444824
	Iteration 8F: 3 clusters Score -1.489215e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -14900207.000000 Penalty: 5759.444824
	Iteration 9F: 3 clusters Score -1.490021e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -14905838.000000 Penalty: 5759.444824
	Iteration 10F: 3 clusters Score -1.490584e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108120 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -14908831.000000 Penalty: 5759.444824
	Iteration 11Q: 3 clusters Score -1.490883e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14909983.000000 Penalty: 5759.444824
	Iteration 12Q: 3 clusters Score -1.490998e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14910396.000000 Penalty: 5759.444824
	Iteration 13Q: 3 clusters Score -1.49104e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14910607.000000 Penalty: 5759.444824
	Iteration 14Q: 3 clusters Score -1.491061e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14910708.000000 Penalty: 5759.444824
	Iteration 15Q: 3 clusters Score -1.491071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14910754.000000 Penalty: 5759.444824
	Iteration 16Q: 3 clusters Score -1.491075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14910799.000000 Penalty: 5759.444824
	Iteration 17Q: 3 clusters Score -1.49108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14910801.000000 Penalty: 5759.444824
	Iteration 18Q: 3 clusters Score -1.49108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14910797.000000 Penalty: 5759.444824
	Iteration 19Q: 3 clusters Score -1.49108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14910807.000000 Penalty: 5759.444824
	Iteration 20F: 3 clusters Score -1.491081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14910799.000000 Penalty: 5759.444824
	Iteration 21Q: 3 clusters Score -1.49108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14910810.000000 Penalty: 5759.444824
	Iteration 22Q: 3 clusters Score -1.491081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14910808.000000 Penalty: 5759.444824
	Iteration 23Q: 3 clusters Score -1.491081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14910810.000000 Penalty: 5759.444824
	Iteration 24Q: 3 clusters Score -1.491081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14910810.000000 Penalty: 5759.444824
	Iteration 25F: 3 clusters Score -1.491081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -433715.343750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -433715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -430250.906250 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -430250.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -430973.468750 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -430973.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431172.937500 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -431172.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -431286.781250 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -431286.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -431354.281250 Penalty: 4018.582764
	Iteration 4Q: 3 clusters Score -431354.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -431400.906250 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -431400.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -431429.656250 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -431429.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -431449.375000 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -431449.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -431468.968750 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -431469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -431485.218750 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -431485.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -431504.531250 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -431504.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -431523.375000 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -431523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431542.875000 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -431542.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -431557.406250 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -431557.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431571.312500 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -431571.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -431586.750000 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -431586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -431604.468750 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -431604.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431624.000000 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -431624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431639.468750 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -431639.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -431649.750000 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -431649.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -431664.500000 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -431664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -431677.687500 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -431677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -431688.281250 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -431688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -431692.375000 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -431692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -431695.437500 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -431695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -431696.187500 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -431696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -431696.656250 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -431696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -431700.281250 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -431700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -431701.968750 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -431702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -431702.531250 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -431702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -431703.000000 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -431703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -431704.718750 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -431704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -431705.250000 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -431705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -431704.625000 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -431704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -431705.718750 Penalty: 4018.582764
	Iteration 34Q: 3 clusters Score -431705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -431705.718750 Penalty: 4018.582764
	Iteration 35F: 3 clusters Score -431705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -915303.875000 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -915303.9 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 3355 members 
Entering Unmasked Estep 
Score: -909690.437500 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -909690.4 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -911204.250000 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -911204.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -911468.687500 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -911468.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -911725.062500 Penalty: 4381.542480
	Iteration 3F: 3 clusters Score -911725.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -911984.375000 Penalty: 4381.542480
	Iteration 4F: 3 clusters Score -911984.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -912250.562500 Penalty: 4381.542480
	Iteration 5F: 3 clusters Score -912250.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -912474.875000 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -912474.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -912684.437500 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -912684.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -912873.812500 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -912873.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -913010.562500 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -913010.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -913113.437500 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -913113.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -913181.437500 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -913181.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -913220.000000 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -913220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -913246.312500 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -913246.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -913263.000000 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -913263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -913272.625000 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -913272.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -913286.625000 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -913286.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -913294.437500 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -913294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -913304.625000 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -913304.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -913314.687500 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -913314.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -913324.000000 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -913324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -913340.250000 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -913340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -913349.187500 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -913349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -913355.437500 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -913355.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -913362.000000 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -913362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -913366.250000 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -913366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -913369.937500 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -913369.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -913370.875000 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -913370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -913372.125000 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -913372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -913375.437500 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -913375.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -913383.812500 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -913383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -913386.437500 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -913386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -913389.187500 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -913389.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -913392.687500 Penalty: 4381.542480
	Iteration 33Q: 3 clusters Score -913392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -913397.187500 Penalty: 4381.542480
	Iteration 34Q: 3 clusters Score -913397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -913401.000000 Penalty: 4381.542480
	Iteration 35Q: 3 clusters Score -913401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -913403.562500 Penalty: 4381.542480
	Iteration 36Q: 3 clusters Score -913403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -913406.875000 Penalty: 4381.542480
	Iteration 37Q: 3 clusters Score -913406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -913410.437500 Penalty: 4381.542480
	Iteration 38Q: 3 clusters Score -913410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -913409.437500 Penalty: 4381.542480
	Iteration 39Q: 3 clusters Score -913409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -913413.750000 Penalty: 4381.542480
	Iteration 40F: 3 clusters Score -913413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -913413.000000 Penalty: 4381.542480
	Iteration 41Q: 3 clusters Score -913413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -913414.250000 Penalty: 4381.542480
	Iteration 42Q: 3 clusters Score -913414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -913414.187500 Penalty: 4381.542480
	Iteration 43Q: 3 clusters Score -913414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -913415.812500 Penalty: 4381.542480
	Iteration 44Q: 3 clusters Score -913415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -913415.125000 Penalty: 4381.542480
	Iteration 45Q: 3 clusters Score -913415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -913415.250000 Penalty: 4381.542480
	Iteration 46Q: 3 clusters Score -913415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -913415.250000 Penalty: 4381.542480
	Iteration 47F: 3 clusters Score -913415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Entering Unmasked Estep 
Score: -3737498.500000 Penalty: 2531.325195
	Iteration 0F: 2 clusters Score -3737498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3719007.750000 Penalty: 5062.650391
	Iteration 0F: 3 clusters Score -3719008 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3725672.750000 Penalty: 5062.650391
	Iteration 1F: 3 clusters Score -3725673 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3726131.500000 Penalty: 5062.650391
	Iteration 2Q: 3 clusters Score -3726132 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3726530.250000 Penalty: 5062.650391
	Iteration 3Q: 3 clusters Score -3726530 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3726929.250000 Penalty: 5062.650391
	Iteration 4Q: 3 clusters Score -3726929 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3727368.000000 Penalty: 5062.650391
	Iteration 5Q: 3 clusters Score -3727368 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3727853.250000 Penalty: 5062.650391
	Iteration 6Q: 3 clusters Score -3727853 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3728352.000000 Penalty: 5062.650391
	Iteration 7Q: 3 clusters Score -3728352 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3728979.750000 Penalty: 5062.650391
	Iteration 8Q: 3 clusters Score -3728980 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3729683.250000 Penalty: 5062.650391
	Iteration 9Q: 3 clusters Score -3729683 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3730518.000000 Penalty: 5062.650391
	Iteration 10Q: 3 clusters Score -3730518 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3731309.250000 Penalty: 5062.650391
	Iteration 11Q: 3 clusters Score -3731309 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3732030.750000 Penalty: 5062.650391
	Iteration 12Q: 3 clusters Score -3732031 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3732679.000000 Penalty: 5062.650391
	Iteration 13Q: 3 clusters Score -3732679 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3733289.250000 Penalty: 5062.650391
	Iteration 14Q: 3 clusters Score -3733289 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3733788.750000 Penalty: 5062.650391
	Iteration 15Q: 3 clusters Score -3733789 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3734149.750000 Penalty: 5062.650391
	Iteration 16Q: 3 clusters Score -3734150 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3734339.000000 Penalty: 5062.650391
	Iteration 17Q: 3 clusters Score -3734339 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3734456.500000 Penalty: 5062.650391
	Iteration 18Q: 3 clusters Score -3734456 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3734544.500000 Penalty: 5062.650391
	Iteration 19Q: 3 clusters Score -3734544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3734589.500000 Penalty: 5062.650391
	Iteration 20F: 3 clusters Score -3734590 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3734620.500000 Penalty: 5062.650391
	Iteration 21Q: 3 clusters Score -3734620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3734652.750000 Penalty: 5062.650391
	Iteration 22Q: 3 clusters Score -3734653 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3734693.250000 Penalty: 5062.650391
	Iteration 23Q: 3 clusters Score -3734693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3734722.750000 Penalty: 5062.650391
	Iteration 24Q: 3 clusters Score -3734723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3734727.000000 Penalty: 5062.650391
	Iteration 25Q: 3 clusters Score -3734727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3734748.500000 Penalty: 5062.650391
	Iteration 26Q: 3 clusters Score -3734748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3734747.000000 Penalty: 5062.650391
	Iteration 27Q: 3 clusters Score -3734747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3734767.750000 Penalty: 5062.650391
	Iteration 28Q: 3 clusters Score -3734768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3734770.500000 Penalty: 5062.650391
	Iteration 29Q: 3 clusters Score -3734770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3734778.750000 Penalty: 5062.650391
	Iteration 30Q: 3 clusters Score -3734779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3734778.500000 Penalty: 5062.650391
	Iteration 31Q: 3 clusters Score -3734778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3734782.500000 Penalty: 5062.650391
	Iteration 32Q: 3 clusters Score -3734782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3734786.000000 Penalty: 5062.650391
	Iteration 33Q: 3 clusters Score -3734786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3734782.500000 Penalty: 5062.650391
	Iteration 34Q: 3 clusters Score -3734782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3734795.750000 Penalty: 5062.650391
	Iteration 35Q: 3 clusters Score -3734796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3734799.250000 Penalty: 5062.650391
	Iteration 36Q: 3 clusters Score -3734799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3734805.750000 Penalty: 5062.650391
	Iteration 37Q: 3 clusters Score -3734806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3734814.750000 Penalty: 5062.650391
	Iteration 38Q: 3 clusters Score -3734815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3734820.750000 Penalty: 5062.650391
	Iteration 39Q: 3 clusters Score -3734821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3734830.000000 Penalty: 5062.650391
	Iteration 40F: 3 clusters Score -3734830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3734822.750000 Penalty: 5062.650391
	Iteration 41Q: 3 clusters Score -3734823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3734827.000000 Penalty: 5062.650391
	Iteration 42Q: 3 clusters Score -3734827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3734826.250000 Penalty: 5062.650391
	Iteration 43Q: 3 clusters Score -3734826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3734832.500000 Penalty: 5062.650391
	Iteration 44Q: 3 clusters Score -3734832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3734837.000000 Penalty: 5062.650391
	Iteration 45Q: 3 clusters Score -3734837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3734837.750000 Penalty: 5062.650391
	Iteration 46Q: 3 clusters Score -3734838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3734839.250000 Penalty: 5062.650391
	Iteration 47Q: 3 clusters Score -3734839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3734832.500000 Penalty: 5062.650391
	Iteration 48Q: 3 clusters Score -3734832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3734829.750000 Penalty: 5062.650391
	Iteration 49Q: 3 clusters Score -3734830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3734828.250000 Penalty: 5062.650391
	Iteration 50Q: 3 clusters Score -3734828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3734834.500000 Penalty: 5062.650391
	Iteration 51Q: 3 clusters Score -3734834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3734836.500000 Penalty: 5062.650391
	Iteration 52Q: 3 clusters Score -3734836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3734830.000000 Penalty: 5062.650391
	Iteration 53Q: 3 clusters Score -3734830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3734836.750000 Penalty: 5062.650391
	Iteration 54Q: 3 clusters Score -3734837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3734839.750000 Penalty: 5062.650391
	Iteration 55Q: 3 clusters Score -3734840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3734842.000000 Penalty: 5062.650391
	Iteration 56Q: 3 clusters Score -3734842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3734839.750000 Penalty: 5062.650391
	Iteration 57Q: 3 clusters Score -3734840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3734841.500000 Penalty: 5062.650391
	Iteration 58Q: 3 clusters Score -3734842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3734843.250000 Penalty: 5062.650391
	Iteration 59Q: 3 clusters Score -3734843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3734843.250000 Penalty: 5062.650391
	Iteration 60F: 3 clusters Score -3734843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Entering Unmasked Estep 
Score: -3500466.250000 Penalty: 2532.202637
	Iteration 0F: 2 clusters Score -3500466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3481636.000000 Penalty: 5064.405273
	Iteration 0F: 3 clusters Score -3481636 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3488408.750000 Penalty: 5064.405273
	Iteration 1F: 3 clusters Score -3488409 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3488930.000000 Penalty: 5064.405273
	Iteration 2F: 3 clusters Score -3488930 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3489361.000000 Penalty: 5064.405273
	Iteration 3Q: 3 clusters Score -3489361 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3489789.000000 Penalty: 5064.405273
	Iteration 4Q: 3 clusters Score -3489789 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3490215.000000 Penalty: 5064.405273
	Iteration 5Q: 3 clusters Score -3490215 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3490714.250000 Penalty: 5064.405273
	Iteration 6Q: 3 clusters Score -3490714 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3491273.250000 Penalty: 5064.405273
	Iteration 7Q: 3 clusters Score -3491273 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3491896.500000 Penalty: 5064.405273
	Iteration 8Q: 3 clusters Score -3491896 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3492555.750000 Penalty: 5064.405273
	Iteration 9Q: 3 clusters Score -3492556 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3493277.250000 Penalty: 5064.405273
	Iteration 10Q: 3 clusters Score -3493277 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3494038.250000 Penalty: 5064.405273
	Iteration 11Q: 3 clusters Score -3494038 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3494707.500000 Penalty: 5064.405273
	Iteration 12Q: 3 clusters Score -3494708 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3495105.000000 Penalty: 5064.405273
	Iteration 13Q: 3 clusters Score -3495105 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3495321.000000 Penalty: 5064.405273
	Iteration 14Q: 3 clusters Score -3495321 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3495470.000000 Penalty: 5064.405273
	Iteration 15Q: 3 clusters Score -3495470 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3495567.000000 Penalty: 5064.405273
	Iteration 16Q: 3 clusters Score -3495567 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3495678.250000 Penalty: 5064.405273
	Iteration 17Q: 3 clusters Score -3495678 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3495777.750000 Penalty: 5064.405273
	Iteration 18Q: 3 clusters Score -3495778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3495902.250000 Penalty: 5064.405273
	Iteration 19Q: 3 clusters Score -3495902 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3495992.000000 Penalty: 5064.405273
	Iteration 20F: 3 clusters Score -3495992 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3496102.750000 Penalty: 5064.405273
	Iteration 21Q: 3 clusters Score -3496103 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3496200.250000 Penalty: 5064.405273
	Iteration 22Q: 3 clusters Score -3496200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3496263.250000 Penalty: 5064.405273
	Iteration 23Q: 3 clusters Score -3496263 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3496322.000000 Penalty: 5064.405273
	Iteration 24Q: 3 clusters Score -3496322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3496405.750000 Penalty: 5064.405273
	Iteration 25Q: 3 clusters Score -3496406 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3496459.250000 Penalty: 5064.405273
	Iteration 26Q: 3 clusters Score -3496459 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3496507.500000 Penalty: 5064.405273
	Iteration 27Q: 3 clusters Score -3496508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3496537.250000 Penalty: 5064.405273
	Iteration 28Q: 3 clusters Score -3496537 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3496548.000000 Penalty: 5064.405273
	Iteration 29Q: 3 clusters Score -3496548 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3496582.750000 Penalty: 5064.405273
	Iteration 30Q: 3 clusters Score -3496583 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3496616.500000 Penalty: 5064.405273
	Iteration 31Q: 3 clusters Score -3496616 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3496651.000000 Penalty: 5064.405273
	Iteration 32Q: 3 clusters Score -3496651 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3496673.250000 Penalty: 5064.405273
	Iteration 33Q: 3 clusters Score -3496673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3496680.500000 Penalty: 5064.405273
	Iteration 34Q: 3 clusters Score -3496680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3496710.750000 Penalty: 5064.405273
	Iteration 35Q: 3 clusters Score -3496711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3496721.750000 Penalty: 5064.405273
	Iteration 36Q: 3 clusters Score -3496722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3496748.750000 Penalty: 5064.405273
	Iteration 37Q: 3 clusters Score -3496749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3496760.500000 Penalty: 5064.405273
	Iteration 38Q: 3 clusters Score -3496760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3496776.250000 Penalty: 5064.405273
	Iteration 39Q: 3 clusters Score -3496776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3496776.750000 Penalty: 5064.405273
	Iteration 40F: 3 clusters Score -3496777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3496796.750000 Penalty: 5064.405273
	Iteration 41Q: 3 clusters Score -3496797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3496804.250000 Penalty: 5064.405273
	Iteration 42Q: 3 clusters Score -3496804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3496812.000000 Penalty: 5064.405273
	Iteration 43Q: 3 clusters Score -3496812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3496818.750000 Penalty: 5064.405273
	Iteration 44Q: 3 clusters Score -3496819 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3496847.000000 Penalty: 5064.405273
	Iteration 45Q: 3 clusters Score -3496847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3496848.750000 Penalty: 5064.405273
	Iteration 46Q: 3 clusters Score -3496849 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3496849.000000 Penalty: 5064.405273
	Iteration 47Q: 3 clusters Score -3496849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3496863.000000 Penalty: 5064.405273
	Iteration 48Q: 3 clusters Score -3496863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3496878.250000 Penalty: 5064.405273
	Iteration 49Q: 3 clusters Score -3496878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3496890.250000 Penalty: 5064.405273
	Iteration 50Q: 3 clusters Score -3496890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3496885.750000 Penalty: 5064.405273
	Iteration 51Q: 3 clusters Score -3496886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3496885.500000 Penalty: 5064.405273
	Iteration 52Q: 3 clusters Score -3496886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3496892.250000 Penalty: 5064.405273
	Iteration 53Q: 3 clusters Score -3496892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3496913.250000 Penalty: 5064.405273
	Iteration 54Q: 3 clusters Score -3496913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3496902.250000 Penalty: 5064.405273
	Iteration 55Q: 3 clusters Score -3496902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3496905.750000 Penalty: 5064.405273
	Iteration 56Q: 3 clusters Score -3496906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3496919.500000 Penalty: 5064.405273
	Iteration 57Q: 3 clusters Score -3496920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3496914.000000 Penalty: 5064.405273
	Iteration 58Q: 3 clusters Score -3496914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3496908.000000 Penalty: 5064.405273
	Iteration 59Q: 3 clusters Score -3496908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3496914.250000 Penalty: 5064.405273
	Iteration 60F: 3 clusters Score -3496914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3496912.000000 Penalty: 5064.405273
	Iteration 61Q: 3 clusters Score -3496912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3496916.000000 Penalty: 5064.405273
	Iteration 62Q: 3 clusters Score -3496916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3496920.500000 Penalty: 5064.405273
	Iteration 63Q: 3 clusters Score -3496920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3496928.250000 Penalty: 5064.405273
	Iteration 64Q: 3 clusters Score -3496928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3496929.250000 Penalty: 5064.405273
	Iteration 65Q: 3 clusters Score -3496929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3496934.250000 Penalty: 5064.405273
	Iteration 66Q: 3 clusters Score -3496934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3496937.500000 Penalty: 5064.405273
	Iteration 67Q: 3 clusters Score -3496938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3496939.000000 Penalty: 5064.405273
	Iteration 68Q: 3 clusters Score -3496939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3496947.500000 Penalty: 5064.405273
	Iteration 69Q: 3 clusters Score -3496948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3496954.250000 Penalty: 5064.405273
	Iteration 70Q: 3 clusters Score -3496954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3496955.750000 Penalty: 5064.405273
	Iteration 71Q: 3 clusters Score -3496956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3496962.250000 Penalty: 5064.405273
	Iteration 72Q: 3 clusters Score -3496962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3496958.000000 Penalty: 5064.405273
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 19476 members 
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Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 19509 members 
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 19540 members 
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Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 19572 members 
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	Iteration 77Q: 3 clusters Score -3496962 nChanged 29
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Mstep: Class 1 contains 7590 members 
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	Iteration 78Q: 3 clusters Score -3496970 nChanged 21
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Mstep: Class 1 contains 7569 members 
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	Iteration 79Q: 3 clusters Score -3496974 nChanged 26
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Mstep: Class 1 contains 7543 members 
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	Iteration 80F: 3 clusters Score -3496974 nChanged 27
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Mstep: Class 2 contains 19671 members 
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Mstep: Class 1 contains 7493 members 
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	Iteration 82Q: 3 clusters Score -3496979 nChanged 18
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Mstep: Class 1 contains 7430 members 
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Mstep: Class 1 contains 7377 members 
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Mstep: Class 1 contains 7360 members 
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Mstep: Class 1 contains 7339 members 
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Mstep: Class 1 contains 7315 members 
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Mstep: Class 1 contains 7291 members 
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Mstep: Class 1 contains 7265 members 
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Mstep: Class 1 contains 7223 members 
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	Iteration 100F: 3 clusters Score -3497022 nChanged 25
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Mstep: Class 1 contains 3427 members 
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	Iteration 140F: 3 clusters Score -3498741 nChanged 80
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	Iteration 141Q: 3 clusters Score -3498773 nChanged 65
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Mstep: Class 1 contains 1910 members 
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	Iteration 145Q: 3 clusters Score -3498840 nChanged 30
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	Iteration 148Q: 3 clusters Score -3498863 nChanged 15
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	Iteration 149Q: 3 clusters Score -3498863 nChanged 17
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	Iteration 150Q: 3 clusters Score -3498870 nChanged 16
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	Iteration 151Q: 3 clusters Score -3498872 nChanged 20
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	Iteration 152Q: 3 clusters Score -3498875 nChanged 11
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	Iteration 153Q: 3 clusters Score -3498876 nChanged 5
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	Iteration 154Q: 3 clusters Score -3498880 nChanged 9
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	Iteration 155Q: 3 clusters Score -3498882 nChanged 13
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	Iteration 156Q: 3 clusters Score -3498891 nChanged 11
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	Iteration 157Q: 3 clusters Score -3498887 nChanged 7
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	Iteration 158Q: 3 clusters Score -3498889 nChanged 8
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	Iteration 159Q: 3 clusters Score -3498890 nChanged 11
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	Iteration 160F: 3 clusters Score -3498896 nChanged 12
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	Iteration 161Q: 3 clusters Score -3498904 nChanged 13
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	Iteration 162Q: 3 clusters Score -3498910 nChanged 13
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	Iteration 163Q: 3 clusters Score -3498914 nChanged 18
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	Iteration 164Q: 3 clusters Score -3498924 nChanged 18
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	Iteration 165Q: 3 clusters Score -3498928 nChanged 14
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	Iteration 166Q: 3 clusters Score -3498938 nChanged 14
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Entering Unmasked Estep 
Score: -3498938.750000 Penalty: 5064.405273
	Iteration 167Q: 3 clusters Score -3498939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3498940.750000 Penalty: 5064.405273
	Iteration 168Q: 3 clusters Score -3498941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3498938.000000 Penalty: 5064.405273
	Iteration 169Q: 3 clusters Score -3498938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3498953.500000 Penalty: 5064.405273
	Iteration 170Q: 3 clusters Score -3498954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3498950.250000 Penalty: 5064.405273
	Iteration 171Q: 3 clusters Score -3498950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3498950.000000 Penalty: 5064.405273
	Iteration 172Q: 3 clusters Score -3498950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3498953.750000 Penalty: 5064.405273
	Iteration 173Q: 3 clusters Score -3498954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3498953.750000 Penalty: 5064.405273
	Iteration 174F: 3 clusters Score -3498954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Entering Unmasked Estep 
Score: -9829886.000000 Penalty: 2778.836670
	Iteration 0F: 2 clusters Score -9829886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -9780588.000000 Penalty: 5557.673340
	Iteration 0F: 3 clusters Score -9780588 nChanged 34389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -9799888.000000 Penalty: 5557.673340
	Iteration 1F: 3 clusters Score -9799888 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9800583.000000 Penalty: 5557.673340
	Iteration 2Q: 3 clusters Score -9800583 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -9801090.000000 Penalty: 5557.673340
	Iteration 3Q: 3 clusters Score -9801090 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -9801704.000000 Penalty: 5557.673340
	Iteration 4Q: 3 clusters Score -9801704 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -9802513.000000 Penalty: 5557.673340
	Iteration 5Q: 3 clusters Score -9802513 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -9803850.000000 Penalty: 5557.673340
	Iteration 6Q: 3 clusters Score -9803850 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -9805834.000000 Penalty: 5557.673340
	Iteration 7F: 3 clusters Score -9805834 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9808735.000000 Penalty: 5557.673340
	Iteration 8F: 3 clusters Score -9808735 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -9812381.000000 Penalty: 5557.673340
	Iteration 9F: 3 clusters Score -9812381 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -9816611.000000 Penalty: 5557.673340
	Iteration 10F: 3 clusters Score -9816611 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -9820514.000000 Penalty: 5557.673340
	Iteration 11F: 3 clusters Score -9820514 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -9823493.000000 Penalty: 5557.673340
	Iteration 12Q: 3 clusters Score -9823493 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -9825314.000000 Penalty: 5557.673340
	Iteration 13Q: 3 clusters Score -9825314 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -9826331.000000 Penalty: 5557.673340
	Iteration 14Q: 3 clusters Score -9826331 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -9826842.000000 Penalty: 5557.673340
	Iteration 15Q: 3 clusters Score -9826842 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9827119.000000 Penalty: 5557.673340
	Iteration 16Q: 3 clusters Score -9827119 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -9827254.000000 Penalty: 5557.673340
	Iteration 17Q: 3 clusters Score -9827254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -9827324.000000 Penalty: 5557.673340
	Iteration 18Q: 3 clusters Score -9827324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -9827360.000000 Penalty: 5557.673340
	Iteration 19Q: 3 clusters Score -9827360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -9827386.000000 Penalty: 5557.673340
	Iteration 20F: 3 clusters Score -9827386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -9827390.000000 Penalty: 5557.673340
	Iteration 21Q: 3 clusters Score -9827390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -9827400.000000 Penalty: 5557.673340
	Iteration 22Q: 3 clusters Score -9827400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -9827412.000000 Penalty: 5557.673340
	Iteration 23Q: 3 clusters Score -9827412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -9827414.000000 Penalty: 5557.673340
	Iteration 24Q: 3 clusters Score -9827414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -9827423.000000 Penalty: 5557.673340
	Iteration 25Q: 3 clusters Score -9827423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -9827426.000000 Penalty: 5557.673340
	Iteration 26Q: 3 clusters Score -9827426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -9827428.000000 Penalty: 5557.673340
	Iteration 27Q: 3 clusters Score -9827428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -9827431.000000 Penalty: 5557.673340
	Iteration 28Q: 3 clusters Score -9827431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9827437.000000 Penalty: 5557.673340
	Iteration 29Q: 3 clusters Score -9827437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -9827439.000000 Penalty: 5557.673340
	Iteration 30Q: 3 clusters Score -9827439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -9827450.000000 Penalty: 5557.673340
	Iteration 31Q: 3 clusters Score -9827450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9827447.000000 Penalty: 5557.673340
	Iteration 32Q: 3 clusters Score -9827447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -9827445.000000 Penalty: 5557.673340
	Iteration 33Q: 3 clusters Score -9827445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -9827453.000000 Penalty: 5557.673340
	Iteration 34Q: 3 clusters Score -9827453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -9827451.000000 Penalty: 5557.673340
	Iteration 35Q: 3 clusters Score -9827451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -9827458.000000 Penalty: 5557.673340
	Iteration 36Q: 3 clusters Score -9827458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -9827458.000000 Penalty: 5557.673340
	Iteration 37Q: 3 clusters Score -9827458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -9827458.000000 Penalty: 5557.673340
	Iteration 38F: 3 clusters Score -9827458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Entering Unmasked Estep 
Score: -5533458.500000 Penalty: 2629.442627
	Iteration 0F: 2 clusters Score -5533458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5506106.000000 Penalty: 5258.885254
	Iteration 0F: 3 clusters Score -5506106 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5516556.000000 Penalty: 5258.885254
	Iteration 1F: 3 clusters Score -5516556 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5517249.000000 Penalty: 5258.885254
	Iteration 2Q: 3 clusters Score -5517249 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5518086.000000 Penalty: 5258.885254
	Iteration 3Q: 3 clusters Score -5518086 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -5519198.500000 Penalty: 5258.885254
	Iteration 4F: 3 clusters Score -5519198 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5520579.000000 Penalty: 5258.885254
	Iteration 5F: 3 clusters Score -5520579 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -5522494.000000 Penalty: 5258.885254
	Iteration 6F: 3 clusters Score -5522494 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5524706.000000 Penalty: 5258.885254
	Iteration 7F: 3 clusters Score -5524706 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -5526737.500000 Penalty: 5258.885254
	Iteration 8F: 3 clusters Score -5526738 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -5528333.500000 Penalty: 5258.885254
	Iteration 9Q: 3 clusters Score -5528334 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5529470.500000 Penalty: 5258.885254
	Iteration 10Q: 3 clusters Score -5529470 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5530174.000000 Penalty: 5258.885254
	Iteration 11Q: 3 clusters Score -5530174 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5530616.000000 Penalty: 5258.885254
	Iteration 12Q: 3 clusters Score -5530616 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5530883.500000 Penalty: 5258.885254
	Iteration 13Q: 3 clusters Score -5530884 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -5531053.500000 Penalty: 5258.885254
	Iteration 14Q: 3 clusters Score -5531054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5531199.500000 Penalty: 5258.885254
	Iteration 15Q: 3 clusters Score -5531200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5531304.500000 Penalty: 5258.885254
	Iteration 16Q: 3 clusters Score -5531304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5531375.500000 Penalty: 5258.885254
	Iteration 17Q: 3 clusters Score -5531376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -5531427.000000 Penalty: 5258.885254
	Iteration 18Q: 3 clusters Score -5531427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5531463.500000 Penalty: 5258.885254
	Iteration 19Q: 3 clusters Score -5531464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5531486.500000 Penalty: 5258.885254
	Iteration 20F: 3 clusters Score -5531486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5531508.000000 Penalty: 5258.885254
	Iteration 21Q: 3 clusters Score -5531508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5531549.000000 Penalty: 5258.885254
	Iteration 22Q: 3 clusters Score -5531549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5531561.500000 Penalty: 5258.885254
	Iteration 23Q: 3 clusters Score -5531562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5531575.000000 Penalty: 5258.885254
	Iteration 24Q: 3 clusters Score -5531575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5531585.000000 Penalty: 5258.885254
	Iteration 25Q: 3 clusters Score -5531585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5531591.000000 Penalty: 5258.885254
	Iteration 26Q: 3 clusters Score -5531591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5531587.000000 Penalty: 5258.885254
	Iteration 27Q: 3 clusters Score -5531587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5531595.500000 Penalty: 5258.885254
	Iteration 28Q: 3 clusters Score -5531596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5531598.500000 Penalty: 5258.885254
	Iteration 29Q: 3 clusters Score -5531598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5531620.000000 Penalty: 5258.885254
	Iteration 30Q: 3 clusters Score -5531620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5531627.500000 Penalty: 5258.885254
	Iteration 31Q: 3 clusters Score -5531628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5531633.500000 Penalty: 5258.885254
	Iteration 32Q: 3 clusters Score -5531634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5531639.500000 Penalty: 5258.885254
	Iteration 33Q: 3 clusters Score -5531640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -5531632.000000 Penalty: 5258.885254
	Iteration 34Q: 3 clusters Score -5531632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5531640.500000 Penalty: 5258.885254
	Iteration 35Q: 3 clusters Score -5531640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5531652.500000 Penalty: 5258.885254
	Iteration 36Q: 3 clusters Score -5531652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5531660.500000 Penalty: 5258.885254
	Iteration 37Q: 3 clusters Score -5531660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5531658.500000 Penalty: 5258.885254
	Iteration 38Q: 3 clusters Score -5531658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5531659.000000 Penalty: 5258.885254
	Iteration 39Q: 3 clusters Score -5531659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5531670.000000 Penalty: 5258.885254
	Iteration 40F: 3 clusters Score -5531670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -5531673.000000 Penalty: 5258.885254
	Iteration 41Q: 3 clusters Score -5531673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5531674.500000 Penalty: 5258.885254
	Iteration 42Q: 3 clusters Score -5531674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5531679.000000 Penalty: 5258.885254
	Iteration 43Q: 3 clusters Score -5531679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5531682.000000 Penalty: 5258.885254
	Iteration 44Q: 3 clusters Score -5531682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5531680.000000 Penalty: 5258.885254
	Iteration 45Q: 3 clusters Score -5531680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5531676.000000 Penalty: 5258.885254
	Iteration 46Q: 3 clusters Score -5531676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5531683.500000 Penalty: 5258.885254
	Iteration 47Q: 3 clusters Score -5531684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5531685.000000 Penalty: 5258.885254
	Iteration 48Q: 3 clusters Score -5531685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5531685.000000 Penalty: 5258.885254
	Iteration 49F: 3 clusters Score -5531685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -323577.468750 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -323577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320683.968750 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -320684 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321212.375000 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -321212.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -321373.562500 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -321373.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -321503.343750 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -321503.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -321598.718750 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -321598.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321671.500000 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -321671.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321717.906250 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -321717.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321754.718750 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -321754.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321782.718750 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -321782.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321804.593750 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -321804.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321827.812500 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -321827.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -321855.406250 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -321855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -321879.437500 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -321879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321892.406250 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -321892.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -321902.312500 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -321902.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321914.093750 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -321914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -321924.656250 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -321924.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -321935.781250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -321935.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -321956.000000 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -321956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321970.718750 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -321970.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -321999.718750 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -321999.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -322019.531250 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -322019.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -322036.781250 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -322036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322056.375000 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -322056.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -322075.656250 Penalty: 3863.569336
	Iteration 24Q: 3 clusters Score -322075.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -322101.250000 Penalty: 3863.569336
	Iteration 25Q: 3 clusters Score -322101.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -322128.468750 Penalty: 3863.569336
	Iteration 26Q: 3 clusters Score -322128.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -322146.156250 Penalty: 3863.569336
	Iteration 27Q: 3 clusters Score -322146.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -322169.281250 Penalty: 3863.569336
	Iteration 28Q: 3 clusters Score -322169.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -322192.843750 Penalty: 3863.569336
	Iteration 29Q: 3 clusters Score -322192.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -322221.562500 Penalty: 3863.569336
	Iteration 30Q: 3 clusters Score -322221.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322253.843750 Penalty: 3863.569336
	Iteration 31Q: 3 clusters Score -322253.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -322298.281250 Penalty: 3863.569336
	Iteration 32Q: 3 clusters Score -322298.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -322388.375000 Penalty: 3863.569336
	Iteration 33Q: 3 clusters Score -322388.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -322536.406250 Penalty: 3863.569336
	Iteration 34Q: 3 clusters Score -322536.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322927.718750 Penalty: 3863.569336
	Iteration 35Q: 3 clusters Score -322927.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -323768.750000 Penalty: 3863.569336
	Iteration 36F: 3 clusters Score -323768.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -324191.687500 Penalty: 3863.569336
	Iteration 37Q: 3 clusters Score -324191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -324205.062500 Penalty: 3863.569336
	Iteration 38Q: 3 clusters Score -324205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -324205.062500 Penalty: 3863.569336
	Iteration 39F: 3 clusters Score -324205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 1286 members 
Entering Unmasked Estep 
Score: -134143344.000000 Penalty: 99435.203125
Splitting cluster 13 changes total score from -134143888.000000 to -134143344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -2621401.000000 Penalty: 2443.578857
	Iteration 0F: 2 clusters Score -2621401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2607971.000000 Penalty: 4887.157715
	Iteration 0F: 3 clusters Score -2607971 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2612423.250000 Penalty: 4887.157715
	Iteration 1F: 3 clusters Score -2612423 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2612940.250000 Penalty: 4887.157715
	Iteration 2F: 3 clusters Score -2612940 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2613492.250000 Penalty: 4887.157715
	Iteration 3F: 3 clusters Score -2613492 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2614063.000000 Penalty: 4887.157715
	Iteration 4Q: 3 clusters Score -2614063 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2614706.500000 Penalty: 4887.157715
	Iteration 5F: 3 clusters Score -2614706 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2615335.000000 Penalty: 4887.157715
	Iteration 6F: 3 clusters Score -2615335 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2615890.750000 Penalty: 4887.157715
	Iteration 7Q: 3 clusters Score -2615891 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2616353.250000 Penalty: 4887.157715
	Iteration 8Q: 3 clusters Score -2616353 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2616686.000000 Penalty: 4887.157715
	Iteration 9Q: 3 clusters Score -2616686 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2616932.250000 Penalty: 4887.157715
	Iteration 10Q: 3 clusters Score -2616932 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2617129.250000 Penalty: 4887.157715
	Iteration 11Q: 3 clusters Score -2617129 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2617275.750000 Penalty: 4887.157715
	Iteration 12Q: 3 clusters Score -2617276 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2617432.000000 Penalty: 4887.157715
	Iteration 13Q: 3 clusters Score -2617432 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2617571.750000 Penalty: 4887.157715
	Iteration 14Q: 3 clusters Score -2617572 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2617701.250000 Penalty: 4887.157715
	Iteration 15Q: 3 clusters Score -2617701 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2617833.750000 Penalty: 4887.157715
	Iteration 16Q: 3 clusters Score -2617834 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2617975.250000 Penalty: 4887.157715
	Iteration 17Q: 3 clusters Score -2617975 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2618101.750000 Penalty: 4887.157715
	Iteration 18Q: 3 clusters Score -2618102 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2618210.500000 Penalty: 4887.157715
	Iteration 19Q: 3 clusters Score -2618210 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2618347.000000 Penalty: 4887.157715
	Iteration 20F: 3 clusters Score -2618347 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2618470.250000 Penalty: 4887.157715
	Iteration 21Q: 3 clusters Score -2618470 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2618588.500000 Penalty: 4887.157715
	Iteration 22Q: 3 clusters Score -2618588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2618669.750000 Penalty: 4887.157715
	Iteration 23Q: 3 clusters Score -2618670 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2618747.500000 Penalty: 4887.157715
	Iteration 24Q: 3 clusters Score -2618748 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2618829.500000 Penalty: 4887.157715
	Iteration 25Q: 3 clusters Score -2618830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2618896.750000 Penalty: 4887.157715
	Iteration 26Q: 3 clusters Score -2618897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2618950.500000 Penalty: 4887.157715
	Iteration 27Q: 3 clusters Score -2618950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2618987.000000 Penalty: 4887.157715
	Iteration 28Q: 3 clusters Score -2618987 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2619014.750000 Penalty: 4887.157715
	Iteration 29Q: 3 clusters Score -2619015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2619037.000000 Penalty: 4887.157715
	Iteration 30Q: 3 clusters Score -2619037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2619057.500000 Penalty: 4887.157715
	Iteration 31Q: 3 clusters Score -2619058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2619073.250000 Penalty: 4887.157715
	Iteration 32Q: 3 clusters Score -2619073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2619089.250000 Penalty: 4887.157715
	Iteration 33Q: 3 clusters Score -2619089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2619099.500000 Penalty: 4887.157715
	Iteration 34Q: 3 clusters Score -2619100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2619115.250000 Penalty: 4887.157715
	Iteration 35Q: 3 clusters Score -2619115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2619134.250000 Penalty: 4887.157715
	Iteration 36Q: 3 clusters Score -2619134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2619154.000000 Penalty: 4887.157715
	Iteration 37Q: 3 clusters Score -2619154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2619169.000000 Penalty: 4887.157715
	Iteration 38Q: 3 clusters Score -2619169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2619187.250000 Penalty: 4887.157715
	Iteration 39Q: 3 clusters Score -2619187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2619207.250000 Penalty: 4887.157715
	Iteration 40F: 3 clusters Score -2619207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2619225.000000 Penalty: 4887.157715
	Iteration 41Q: 3 clusters Score -2619225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2619243.750000 Penalty: 4887.157715
	Iteration 42Q: 3 clusters Score -2619244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2619254.500000 Penalty: 4887.157715
	Iteration 43Q: 3 clusters Score -2619254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2619270.500000 Penalty: 4887.157715
	Iteration 44Q: 3 clusters Score -2619270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2619279.750000 Penalty: 4887.157715
	Iteration 45Q: 3 clusters Score -2619280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2619297.000000 Penalty: 4887.157715
	Iteration 46Q: 3 clusters Score -2619297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2619313.250000 Penalty: 4887.157715
	Iteration 47Q: 3 clusters Score -2619313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2619312.500000 Penalty: 4887.157715
	Iteration 48Q: 3 clusters Score -2619312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2619322.250000 Penalty: 4887.157715
	Iteration 49Q: 3 clusters Score -2619322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2619322.750000 Penalty: 4887.157715
	Iteration 50Q: 3 clusters Score -2619323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2619326.250000 Penalty: 4887.157715
	Iteration 51Q: 3 clusters Score -2619326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2619330.250000 Penalty: 4887.157715
	Iteration 52Q: 3 clusters Score -2619330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2619334.250000 Penalty: 4887.157715
	Iteration 53Q: 3 clusters Score -2619334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2619340.750000 Penalty: 4887.157715
	Iteration 54Q: 3 clusters Score -2619341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2619345.000000 Penalty: 4887.157715
	Iteration 55Q: 3 clusters Score -2619345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2619352.500000 Penalty: 4887.157715
	Iteration 56Q: 3 clusters Score -2619352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2619355.500000 Penalty: 4887.157715
	Iteration 57Q: 3 clusters Score -2619356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2619356.500000 Penalty: 4887.157715
	Iteration 58Q: 3 clusters Score -2619356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2619359.750000 Penalty: 4887.157715
	Iteration 59Q: 3 clusters Score -2619360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2619362.750000 Penalty: 4887.157715
	Iteration 60F: 3 clusters Score -2619363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2619366.250000 Penalty: 4887.157715
	Iteration 61Q: 3 clusters Score -2619366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2619371.500000 Penalty: 4887.157715
	Iteration 62Q: 3 clusters Score -2619372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2619376.750000 Penalty: 4887.157715
	Iteration 63Q: 3 clusters Score -2619377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2619376.000000 Penalty: 4887.157715
	Iteration 64Q: 3 clusters Score -2619376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2619379.500000 Penalty: 4887.157715
	Iteration 65Q: 3 clusters Score -2619380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2619384.250000 Penalty: 4887.157715
	Iteration 66Q: 3 clusters Score -2619384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2619383.000000 Penalty: 4887.157715
	Iteration 67Q: 3 clusters Score -2619383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2619389.000000 Penalty: 4887.157715
	Iteration 68Q: 3 clusters Score -2619389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2619390.500000 Penalty: 4887.157715
	Iteration 69Q: 3 clusters Score -2619390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2619393.500000 Penalty: 4887.157715
	Iteration 70Q: 3 clusters Score -2619394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2619395.750000 Penalty: 4887.157715
	Iteration 71Q: 3 clusters Score -2619396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2619394.000000 Penalty: 4887.157715
	Iteration 72Q: 3 clusters Score -2619394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2619394.000000 Penalty: 4887.157715
	Iteration 73F: 3 clusters Score -2619394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -133629.375000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -133629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131642.890625 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -131642.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132032.250000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -132032.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132166.437500 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -132166.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132274.156250 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -132274.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132405.343750 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -132405.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132666.250000 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -132666.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133117.421875 Penalty: 3456.083008
	Iteration 6F: 3 clusters Score -133117.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133408.453125 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -133408.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133546.765625 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -133546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133650.578125 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -133650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133697.343750 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -133697.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -133738.546875 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -133738.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -133792.812500 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -133792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133852.234375 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -133852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133880.500000 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -133880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133886.421875 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -133886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133890.625000 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -133890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133890.625000 Penalty: 3456.083008
	Iteration 17F: 3 clusters Score -133890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 471 members 
Entering Unmasked Estep 
Score: -134142488.000000 Penalty: 99435.203125
Splitting cluster 15 changes total score from -134143888.000000 to -134142488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (33699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Entering Unmasked Estep 
Score: -4542028.500000 Penalty: 2585.455322
	Iteration 0F: 2 clusters Score -4542028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4518963.500000 Penalty: 5170.910645
	Iteration 0F: 3 clusters Score -4518964 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4527190.000000 Penalty: 5170.910645
	Iteration 1F: 3 clusters Score -4527190 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4527650.000000 Penalty: 5170.910645
	Iteration 2Q: 3 clusters Score -4527650 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4528069.000000 Penalty: 5170.910645
	Iteration 3Q: 3 clusters Score -4528069 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4528519.500000 Penalty: 5170.910645
	Iteration 4Q: 3 clusters Score -4528520 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4529083.500000 Penalty: 5170.910645
	Iteration 5Q: 3 clusters Score -4529084 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4529807.500000 Penalty: 5170.910645
	Iteration 6Q: 3 clusters Score -4529808 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4530819.000000 Penalty: 5170.910645
	Iteration 7F: 3 clusters Score -4530819 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4532162.000000 Penalty: 5170.910645
	Iteration 8F: 3 clusters Score -4532162 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4533649.000000 Penalty: 5170.910645
	Iteration 9F: 3 clusters Score -4533649 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4535073.500000 Penalty: 5170.910645
	Iteration 10F: 3 clusters Score -4535074 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4536330.000000 Penalty: 5170.910645
	Iteration 11Q: 3 clusters Score -4536330 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4537368.000000 Penalty: 5170.910645
	Iteration 12Q: 3 clusters Score -4537368 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4538690.000000 Penalty: 5170.910645
	Iteration 13Q: 3 clusters Score -4538690 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4539687.500000 Penalty: 5170.910645
	Iteration 14Q: 3 clusters Score -4539688 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4539911.500000 Penalty: 5170.910645
	Iteration 15Q: 3 clusters Score -4539912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4539986.500000 Penalty: 5170.910645
	Iteration 16Q: 3 clusters Score -4539986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4540035.500000 Penalty: 5170.910645
	Iteration 17Q: 3 clusters Score -4540036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4540048.000000 Penalty: 5170.910645
	Iteration 18Q: 3 clusters Score -4540048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4540054.000000 Penalty: 5170.910645
	Iteration 19Q: 3 clusters Score -4540054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4540067.500000 Penalty: 5170.910645
	Iteration 20F: 3 clusters Score -4540068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4540083.000000 Penalty: 5170.910645
	Iteration 21Q: 3 clusters Score -4540083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4540091.500000 Penalty: 5170.910645
	Iteration 22Q: 3 clusters Score -4540092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4540096.500000 Penalty: 5170.910645
	Iteration 23Q: 3 clusters Score -4540096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4540099.500000 Penalty: 5170.910645
	Iteration 24Q: 3 clusters Score -4540100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4540101.500000 Penalty: 5170.910645
	Iteration 25Q: 3 clusters Score -4540102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4540104.000000 Penalty: 5170.910645
	Iteration 26Q: 3 clusters Score -4540104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4540105.500000 Penalty: 5170.910645
	Iteration 27Q: 3 clusters Score -4540106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4540106.500000 Penalty: 5170.910645
	Iteration 28Q: 3 clusters Score -4540106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4540107.000000 Penalty: 5170.910645
	Iteration 29Q: 3 clusters Score -4540107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4540107.500000 Penalty: 5170.910645
	Iteration 30Q: 3 clusters Score -4540108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4540110.500000 Penalty: 5170.910645
	Iteration 31Q: 3 clusters Score -4540110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4540106.000000 Penalty: 5170.910645
	Iteration 32Q: 3 clusters Score -4540106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4540105.000000 Penalty: 5170.910645
	Iteration 33Q: 3 clusters Score -4540105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4540109.000000 Penalty: 5170.910645
	Iteration 34Q: 3 clusters Score -4540109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4540110.500000 Penalty: 5170.910645
	Iteration 35Q: 3 clusters Score -4540110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4540110.500000 Penalty: 5170.910645
	Iteration 36F: 3 clusters Score -4540110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Entering Unmasked Estep 
Score: -2866705.250000 Penalty: 2465.708008
	Iteration 0F: 2 clusters Score -2866705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2852038.000000 Penalty: 4931.416016
	Iteration 0F: 3 clusters Score -2852038 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2856852.500000 Penalty: 4931.416016
	Iteration 1F: 3 clusters Score -2856852 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2857170.000000 Penalty: 4931.416016
	Iteration 2F: 3 clusters Score -2857170 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2857434.000000 Penalty: 4931.416016
	Iteration 3Q: 3 clusters Score -2857434 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2857661.750000 Penalty: 4931.416016
	Iteration 4Q: 3 clusters Score -2857662 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2857917.500000 Penalty: 4931.416016
	Iteration 5Q: 3 clusters Score -2857918 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2858129.000000 Penalty: 4931.416016
	Iteration 6Q: 3 clusters Score -2858129 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2858399.250000 Penalty: 4931.416016
	Iteration 7Q: 3 clusters Score -2858399 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2858778.250000 Penalty: 4931.416016
	Iteration 8Q: 3 clusters Score -2858778 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2859293.000000 Penalty: 4931.416016
	Iteration 9Q: 3 clusters Score -2859293 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2859978.750000 Penalty: 4931.416016
	Iteration 10F: 3 clusters Score -2859979 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2860802.500000 Penalty: 4931.416016
	Iteration 11F: 3 clusters Score -2860802 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2861621.250000 Penalty: 4931.416016
	Iteration 12F: 3 clusters Score -2861621 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2862385.000000 Penalty: 4931.416016
	Iteration 13F: 3 clusters Score -2862385 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2863050.500000 Penalty: 4931.416016
	Iteration 14Q: 3 clusters Score -2863050 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2863569.250000 Penalty: 4931.416016
	Iteration 15Q: 3 clusters Score -2863569 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2863931.500000 Penalty: 4931.416016
	Iteration 16Q: 3 clusters Score -2863932 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2864221.750000 Penalty: 4931.416016
	Iteration 17Q: 3 clusters Score -2864222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2864391.250000 Penalty: 4931.416016
	Iteration 18Q: 3 clusters Score -2864391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2864484.750000 Penalty: 4931.416016
	Iteration 19Q: 3 clusters Score -2864485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2864549.000000 Penalty: 4931.416016
	Iteration 20F: 3 clusters Score -2864549 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2864615.000000 Penalty: 4931.416016
	Iteration 21Q: 3 clusters Score -2864615 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2864640.000000 Penalty: 4931.416016
	Iteration 22Q: 3 clusters Score -2864640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2864669.000000 Penalty: 4931.416016
	Iteration 23Q: 3 clusters Score -2864669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2864692.750000 Penalty: 4931.416016
	Iteration 24Q: 3 clusters Score -2864693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2864699.250000 Penalty: 4931.416016
	Iteration 25Q: 3 clusters Score -2864699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2864713.000000 Penalty: 4931.416016
	Iteration 26Q: 3 clusters Score -2864713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2864719.000000 Penalty: 4931.416016
	Iteration 27Q: 3 clusters Score -2864719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2864722.000000 Penalty: 4931.416016
	Iteration 28Q: 3 clusters Score -2864722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2864728.250000 Penalty: 4931.416016
	Iteration 29Q: 3 clusters Score -2864728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2864727.250000 Penalty: 4931.416016
	Iteration 30Q: 3 clusters Score -2864727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2864731.000000 Penalty: 4931.416016
	Iteration 31Q: 3 clusters Score -2864731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2864740.500000 Penalty: 4931.416016
	Iteration 32Q: 3 clusters Score -2864740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2864737.750000 Penalty: 4931.416016
	Iteration 33Q: 3 clusters Score -2864738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2864741.750000 Penalty: 4931.416016
	Iteration 34Q: 3 clusters Score -2864742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2864752.250000 Penalty: 4931.416016
	Iteration 35Q: 3 clusters Score -2864752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2864758.250000 Penalty: 4931.416016
	Iteration 36Q: 3 clusters Score -2864758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2864757.500000 Penalty: 4931.416016
	Iteration 37Q: 3 clusters Score -2864758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2864772.750000 Penalty: 4931.416016
	Iteration 38Q: 3 clusters Score -2864773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2864777.250000 Penalty: 4931.416016
	Iteration 39Q: 3 clusters Score -2864777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2864788.500000 Penalty: 4931.416016
	Iteration 40F: 3 clusters Score -2864788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2864797.750000 Penalty: 4931.416016
	Iteration 41Q: 3 clusters Score -2864798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2864801.750000 Penalty: 4931.416016
	Iteration 42Q: 3 clusters Score -2864802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2864807.000000 Penalty: 4931.416016
	Iteration 43Q: 3 clusters Score -2864807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2864807.750000 Penalty: 4931.416016
	Iteration 44Q: 3 clusters Score -2864808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2864809.750000 Penalty: 4931.416016
	Iteration 45Q: 3 clusters Score -2864810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2864823.750000 Penalty: 4931.416016
	Iteration 46Q: 3 clusters Score -2864824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2864832.500000 Penalty: 4931.416016
	Iteration 47Q: 3 clusters Score -2864832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2864832.750000 Penalty: 4931.416016
	Iteration 48Q: 3 clusters Score -2864833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2864834.750000 Penalty: 4931.416016
	Iteration 49Q: 3 clusters Score -2864835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2864838.500000 Penalty: 4931.416016
	Iteration 50Q: 3 clusters Score -2864838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2864839.500000 Penalty: 4931.416016
	Iteration 51Q: 3 clusters Score -2864840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2864839.250000 Penalty: 4931.416016
	Iteration 52Q: 3 clusters Score -2864839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2864837.500000 Penalty: 4931.416016
	Iteration 53Q: 3 clusters Score -2864838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2864838.000000 Penalty: 4931.416016
	Iteration 54Q: 3 clusters Score -2864838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2864840.750000 Penalty: 4931.416016
	Iteration 55Q: 3 clusters Score -2864841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2864841.000000 Penalty: 4931.416016
	Iteration 56Q: 3 clusters Score -2864841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2864842.250000 Penalty: 4931.416016
	Iteration 57Q: 3 clusters Score -2864842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2864842.250000 Penalty: 4931.416016
	Iteration 58F: 3 clusters Score -2864842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -765372.625000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -765372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -760372.500000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -760372.5 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -761627.500000 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -761627.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -761891.312500 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -761891.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -762113.500000 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -762113.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -762270.500000 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -762270.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -762409.437500 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -762409.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -762544.500000 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -762544.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -762649.625000 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -762649.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -762741.937500 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -762741.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -762816.812500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -762816.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -762894.000000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -762894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -762957.812500 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -762957.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -763011.437500 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -763011.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -763069.500000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -763069.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -763122.812500 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -763122.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -763178.437500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -763178.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -763224.437500 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -763224.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -763259.625000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -763259.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -763295.750000 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -763295.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -763327.125000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -763327.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -763365.937500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -763365.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -763400.875000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -763400.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -763435.250000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -763435.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -763469.562500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -763469.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -763516.625000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -763516.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -763557.062500 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -763557.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -763618.062500 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -763618.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -763672.625000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -763672.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -763709.687500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -763709.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -763745.937500 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -763745.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -763783.125000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -763783.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -763806.062500 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -763806.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -763825.125000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -763825.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -763840.250000 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -763840.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -763857.687500 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -763857.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -763874.687500 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -763874.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -763890.312500 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -763890.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -763909.375000 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -763909.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -763924.187500 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -763924.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -763938.875000 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -763938.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -763953.375000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -763953.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -763968.937500 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -763968.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -763979.062500 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -763979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -763992.000000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -763992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -764001.750000 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -764001.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -764014.000000 Penalty: 4296.859863
	Iteration 45Q: 3 clusters Score -764014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -764023.312500 Penalty: 4296.859863
	Iteration 46Q: 3 clusters Score -764023.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -764036.500000 Penalty: 4296.859863
	Iteration 47Q: 3 clusters Score -764036.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -764041.937500 Penalty: 4296.859863
	Iteration 48Q: 3 clusters Score -764041.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -764050.875000 Penalty: 4296.859863
	Iteration 49Q: 3 clusters Score -764050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -764058.312500 Penalty: 4296.859863
	Iteration 50Q: 3 clusters Score -764058.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -764065.687500 Penalty: 4296.859863
	Iteration 51Q: 3 clusters Score -764065.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -764070.687500 Penalty: 4296.859863
	Iteration 52Q: 3 clusters Score -764070.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -764074.500000 Penalty: 4296.859863
	Iteration 53Q: 3 clusters Score -764074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -764077.750000 Penalty: 4296.859863
	Iteration 54Q: 3 clusters Score -764077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -764081.250000 Penalty: 4296.859863
	Iteration 55Q: 3 clusters Score -764081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -764083.312500 Penalty: 4296.859863
	Iteration 56Q: 3 clusters Score -764083.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -764088.312500 Penalty: 4296.859863
	Iteration 57Q: 3 clusters Score -764088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -764088.937500 Penalty: 4296.859863
	Iteration 58Q: 3 clusters Score -764088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -764093.250000 Penalty: 4296.859863
	Iteration 59Q: 3 clusters Score -764093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -764092.687500 Penalty: 4296.859863
	Iteration 60F: 3 clusters Score -764092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -764095.437500 Penalty: 4296.859863
	Iteration 61Q: 3 clusters Score -764095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -764097.250000 Penalty: 4296.859863
	Iteration 62Q: 3 clusters Score -764097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -764100.875000 Penalty: 4296.859863
	Iteration 63Q: 3 clusters Score -764100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -764102.937500 Penalty: 4296.859863
	Iteration 64Q: 3 clusters Score -764102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -764103.812500 Penalty: 4296.859863
	Iteration 65Q: 3 clusters Score -764103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -764104.812500 Penalty: 4296.859863
	Iteration 66Q: 3 clusters Score -764104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -764109.625000 Penalty: 4296.859863
	Iteration 67Q: 3 clusters Score -764109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -764109.562500 Penalty: 4296.859863
	Iteration 68Q: 3 clusters Score -764109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -764108.500000 Penalty: 4296.859863
	Iteration 69Q: 3 clusters Score -764108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -764108.500000 Penalty: 4296.859863
	Iteration 70F: 3 clusters Score -764108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -362126.625000 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -362126.6 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 1405 members 
Entering Unmasked Estep 
Score: -359004.812500 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -359004.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359668.062500 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -359668.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359959.500000 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -359959.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -360202.593750 Penalty: 3928.901611
	Iteration 3F: 3 clusters Score -360202.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360399.937500 Penalty: 3928.901611
	Iteration 4F: 3 clusters Score -360399.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -360533.000000 Penalty: 3928.901611
	Iteration 5F: 3 clusters Score -360533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -360647.125000 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -360647.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360759.062500 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -360759.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -360847.343750 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -360847.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -360910.187500 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -360910.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -360953.593750 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -360953.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -360992.843750 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -360992.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -361013.250000 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -361013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -361034.625000 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -361034.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -361052.093750 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -361052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -361060.718750 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -361060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -361064.500000 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -361064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -361067.406250 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -361067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -361068.687500 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -361068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -361069.000000 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -361069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -361070.093750 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -361070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -163350.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -163350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161264.093750 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -161264.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161809.000000 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -161809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161988.781250 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -161988.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162189.234375 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -162189.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162447.343750 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -162447.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162665.359375 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -162665.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162838.718750 Penalty: 3566.575439
	Iteration 6F: 3 clusters Score -162838.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -162956.750000 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -162956.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163020.062500 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -163020.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163055.953125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -163056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -163098.406250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -163098.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -163157.562500 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -163157.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -163257.359375 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -163257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -163331.109375 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -163331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -163348.703125 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -163348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -163381.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -163381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163423.031250 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -163423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -163460.390625 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -163460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163495.406250 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -163495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163523.359375 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -163523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163618.796875 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -163618.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -163772.390625 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -163772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -163802.968750 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -163803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -163806.859375 Penalty: 3566.575439
	Iteration 23Q: 3 clusters Score -163806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -163806.859375 Penalty: 3566.575439
	Iteration 24F: 3 clusters Score -163806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 892 members 
Entering Unmasked Estep 
Score: -134142576.000000 Penalty: 99435.203125
Splitting cluster 20 changes total score from -134143888.000000 to -134142576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -370016.343750 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -370016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -366779.906250 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -366779.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -367502.218750 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -367502.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -367749.406250 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -367749.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -368011.687500 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -368011.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368321.281250 Penalty: 3956.391357
	Iteration 4F: 3 clusters Score -368321.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -368604.437500 Penalty: 3956.391357
	Iteration 5F: 3 clusters Score -368604.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -368833.593750 Penalty: 3956.391357
	Iteration 6F: 3 clusters Score -368833.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -369007.500000 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -369007.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -369140.531250 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -369140.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -369221.531250 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -369221.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -369270.937500 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -369270.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369289.656250 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -369289.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -369300.531250 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -369300.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -369306.875000 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -369306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369311.406250 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -369311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369313.250000 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -369313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -369315.218750 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -369315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -369317.062500 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -369317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369319.187500 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -369319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369320.250000 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -369320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -369320.156250 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -369320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Entering Unmasked Estep 
Score: -1815504.500000 Penalty: 2373.681396
	Iteration 0F: 2 clusters Score -1815504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1805019.875000 Penalty: 4747.362793
	Iteration 0F: 3 clusters Score -1805020 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1808427.000000 Penalty: 4747.362793
	Iteration 1F: 3 clusters Score -1808427 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1808964.750000 Penalty: 4747.362793
	Iteration 2F: 3 clusters Score -1808965 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1809523.125000 Penalty: 4747.362793
	Iteration 3F: 3 clusters Score -1809523 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1810042.375000 Penalty: 4747.362793
	Iteration 4F: 3 clusters Score -1810042 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1810397.250000 Penalty: 4747.362793
	Iteration 5Q: 3 clusters Score -1810397 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1810667.375000 Penalty: 4747.362793
	Iteration 6Q: 3 clusters Score -1810667 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1810960.125000 Penalty: 4747.362793
	Iteration 7Q: 3 clusters Score -1810960 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1811305.875000 Penalty: 4747.362793
	Iteration 8Q: 3 clusters Score -1811306 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1811699.875000 Penalty: 4747.362793
	Iteration 9Q: 3 clusters Score -1811700 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1812103.125000 Penalty: 4747.362793
	Iteration 10Q: 3 clusters Score -1812103 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1812488.375000 Penalty: 4747.362793
	Iteration 11Q: 3 clusters Score -1812488 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1812820.000000 Penalty: 4747.362793
	Iteration 12Q: 3 clusters Score -1812820 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1813061.625000 Penalty: 4747.362793
	Iteration 13Q: 3 clusters Score -1813062 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1813211.750000 Penalty: 4747.362793
	Iteration 14Q: 3 clusters Score -1813212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1813315.500000 Penalty: 4747.362793
	Iteration 15Q: 3 clusters Score -1813316 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1813401.875000 Penalty: 4747.362793
	Iteration 16Q: 3 clusters Score -1813402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1813488.125000 Penalty: 4747.362793
	Iteration 17Q: 3 clusters Score -1813488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1813551.500000 Penalty: 4747.362793
	Iteration 18Q: 3 clusters Score -1813552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1813603.750000 Penalty: 4747.362793
	Iteration 19Q: 3 clusters Score -1813604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1813652.500000 Penalty: 4747.362793
	Iteration 20F: 3 clusters Score -1813652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1813702.125000 Penalty: 4747.362793
	Iteration 21Q: 3 clusters Score -1813702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1813746.750000 Penalty: 4747.362793
	Iteration 22Q: 3 clusters Score -1813747 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1813795.875000 Penalty: 4747.362793
	Iteration 23Q: 3 clusters Score -1813796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1813828.375000 Penalty: 4747.362793
	Iteration 24Q: 3 clusters Score -1813828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1813861.125000 Penalty: 4747.362793
	Iteration 25Q: 3 clusters Score -1813861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1813905.375000 Penalty: 4747.362793
	Iteration 26Q: 3 clusters Score -1813905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1813960.750000 Penalty: 4747.362793
	Iteration 27Q: 3 clusters Score -1813961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1814014.500000 Penalty: 4747.362793
	Iteration 28Q: 3 clusters Score -1814014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1814061.375000 Penalty: 4747.362793
	Iteration 29Q: 3 clusters Score -1814061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1814115.875000 Penalty: 4747.362793
	Iteration 30Q: 3 clusters Score -1814116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1814177.625000 Penalty: 4747.362793
	Iteration 31Q: 3 clusters Score -1814178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1814233.625000 Penalty: 4747.362793
	Iteration 32Q: 3 clusters Score -1814234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1814282.250000 Penalty: 4747.362793
	Iteration 33Q: 3 clusters Score -1814282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1814313.625000 Penalty: 4747.362793
	Iteration 34Q: 3 clusters Score -1814314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1814350.125000 Penalty: 4747.362793
	Iteration 35Q: 3 clusters Score -1814350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1814369.375000 Penalty: 4747.362793
	Iteration 36Q: 3 clusters Score -1814369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1814393.625000 Penalty: 4747.362793
	Iteration 37Q: 3 clusters Score -1814394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1814410.250000 Penalty: 4747.362793
	Iteration 38Q: 3 clusters Score -1814410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1814421.875000 Penalty: 4747.362793
	Iteration 39Q: 3 clusters Score -1814422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1814431.000000 Penalty: 4747.362793
	Iteration 40F: 3 clusters Score -1814431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1814431.500000 Penalty: 4747.362793
	Iteration 41Q: 3 clusters Score -1814432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1814432.625000 Penalty: 4747.362793
	Iteration 42Q: 3 clusters Score -1814433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1814439.375000 Penalty: 4747.362793
	Iteration 43Q: 3 clusters Score -1814439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1814443.250000 Penalty: 4747.362793
	Iteration 44Q: 3 clusters Score -1814443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1814445.875000 Penalty: 4747.362793
	Iteration 45Q: 3 clusters Score -1814446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1814447.125000 Penalty: 4747.362793
	Iteration 46Q: 3 clusters Score -1814447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1814450.750000 Penalty: 4747.362793
	Iteration 47Q: 3 clusters Score -1814451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1814452.250000 Penalty: 4747.362793
	Iteration 48Q: 3 clusters Score -1814452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1814452.875000 Penalty: 4747.362793
	Iteration 49Q: 3 clusters Score -1814453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1814450.000000 Penalty: 4747.362793
	Iteration 50Q: 3 clusters Score -1814450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1814448.875000 Penalty: 4747.362793
	Iteration 51Q: 3 clusters Score -1814449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1814447.250000 Penalty: 4747.362793
	Iteration 52Q: 3 clusters Score -1814447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1814447.000000 Penalty: 4747.362793
	Iteration 53Q: 3 clusters Score -1814447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1814447.875000 Penalty: 4747.362793
	Iteration 54Q: 3 clusters Score -1814448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1814450.250000 Penalty: 4747.362793
	Iteration 55Q: 3 clusters Score -1814450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1814450.250000 Penalty: 4747.362793
	Iteration 56Q: 3 clusters Score -1814450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1814450.250000 Penalty: 4747.362793
	Iteration 57F: 3 clusters Score -1814450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3959182.750000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -3959183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3938046.750000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -3938047 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3945483.750000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -3945484 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3946083.250000 Penalty: 5129.568359
	Iteration 2Q: 3 clusters Score -3946083 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3946740.500000 Penalty: 5129.568359
	Iteration 3Q: 3 clusters Score -3946740 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3947580.250000 Penalty: 5129.568359
	Iteration 4F: 3 clusters Score -3947580 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3948759.500000 Penalty: 5129.568359
	Iteration 5F: 3 clusters Score -3948760 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3950338.000000 Penalty: 5129.568359
	Iteration 6F: 3 clusters Score -3950338 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3952138.250000 Penalty: 5129.568359
	Iteration 7F: 3 clusters Score -3952138 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3953793.000000 Penalty: 5129.568359
	Iteration 8F: 3 clusters Score -3953793 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3955037.500000 Penalty: 5129.568359
	Iteration 9Q: 3 clusters Score -3955038 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3955826.000000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -3955826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3956296.000000 Penalty: 5129.568359
	Iteration 11Q: 3 clusters Score -3956296 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3956561.750000 Penalty: 5129.568359
	Iteration 12Q: 3 clusters Score -3956562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3956696.000000 Penalty: 5129.568359
	Iteration 13Q: 3 clusters Score -3956696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3956816.250000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -3956816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3956898.250000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -3956898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3956950.500000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -3956950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3956996.250000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -3956996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3957023.000000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -3957023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3957054.500000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -3957054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3957073.500000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -3957074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3957082.750000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -3957083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3957093.500000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -3957094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3957098.250000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -3957098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3957104.000000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -3957104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3957108.000000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -3957108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3957111.500000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -3957112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3957114.500000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -3957114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3957114.000000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -3957114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3957114.750000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -3957115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3957113.000000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -3957113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3957113.000000 Penalty: 5129.568359
	Iteration 31F: 3 clusters Score -3957113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (148066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Entering Unmasked Estep 
Score: -20142244.000000 Penalty: 2952.542480
	Iteration 0F: 2 clusters Score -2.014224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -20047452.000000 Penalty: 5905.084961
	Iteration 0F: 3 clusters Score -2.004745e+07 nChanged 70452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -20088440.000000 Penalty: 5905.084961
	Iteration 1F: 3 clusters Score -2.008844e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -20089702.000000 Penalty: 5905.084961
	Iteration 2Q: 3 clusters Score -2.00897e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -20091772.000000 Penalty: 5905.084961
	Iteration 3Q: 3 clusters Score -2.009177e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -20095448.000000 Penalty: 5905.084961
	Iteration 4F: 3 clusters Score -2.009545e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -20101806.000000 Penalty: 5905.084961
	Iteration 5F: 3 clusters Score -2.010181e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -20111282.000000 Penalty: 5905.084961
	Iteration 6F: 3 clusters Score -2.011128e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -20122468.000000 Penalty: 5905.084961
	Iteration 7F: 3 clusters Score -2.012247e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -20130950.000000 Penalty: 5905.084961
	Iteration 8F: 3 clusters Score -2.013095e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -20136012.000000 Penalty: 5905.084961
	Iteration 9Q: 3 clusters Score -2.013601e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 146362 members 
Entering Unmasked Estep 
Score: -20138286.000000 Penalty: 5905.084961
	Iteration 10Q: 3 clusters Score -2.013829e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -20139118.000000 Penalty: 5905.084961
	Iteration 11Q: 3 clusters Score -2.013912e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 147659 members 
Entering Unmasked Estep 
Score: -20139394.000000 Penalty: 5905.084961
	Iteration 12Q: 3 clusters Score -2.013939e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -20139500.000000 Penalty: 5905.084961
	Iteration 13Q: 3 clusters Score -2.01395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -20139550.000000 Penalty: 5905.084961
	Iteration 14Q: 3 clusters Score -2.013955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 147781 members 
Entering Unmasked Estep 
Score: -20139584.000000 Penalty: 5905.084961
	Iteration 15Q: 3 clusters Score -2.013958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -20139588.000000 Penalty: 5905.084961
	Iteration 16Q: 3 clusters Score -2.013959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 147798 members 
Entering Unmasked Estep 
Score: -20139596.000000 Penalty: 5905.084961
	Iteration 17Q: 3 clusters Score -2.01396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -20139612.000000 Penalty: 5905.084961
	Iteration 18Q: 3 clusters Score -2.013961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -20139614.000000 Penalty: 5905.084961
	Iteration 19Q: 3 clusters Score -2.013961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -20139624.000000 Penalty: 5905.084961
	Iteration 20F: 3 clusters Score -2.013962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -20139640.000000 Penalty: 5905.084961
	Iteration 21Q: 3 clusters Score -2.013964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20139664.000000 Penalty: 5905.084961
	Iteration 22Q: 3 clusters Score -2.013966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20139664.000000 Penalty: 5905.084961
	Iteration 23Q: 3 clusters Score -2.013966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -20139664.000000 Penalty: 5905.084961
	Iteration 24F: 3 clusters Score -2.013966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1743365.750000 Penalty: 2344.881348
	Iteration 0F: 2 clusters Score -1743366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1733854.875000 Penalty: 4689.762695
	Iteration 0F: 3 clusters Score -1733855 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1736706.250000 Penalty: 4689.762695
	Iteration 1F: 3 clusters Score -1736706 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1737043.500000 Penalty: 4689.762695
	Iteration 2F: 3 clusters Score -1737044 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1737282.500000 Penalty: 4689.762695
	Iteration 3Q: 3 clusters Score -1737282 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1737471.875000 Penalty: 4689.762695
	Iteration 4Q: 3 clusters Score -1737472 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1737636.500000 Penalty: 4689.762695
	Iteration 5Q: 3 clusters Score -1737636 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1737793.000000 Penalty: 4689.762695
	Iteration 6Q: 3 clusters Score -1737793 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1737965.000000 Penalty: 4689.762695
	Iteration 7Q: 3 clusters Score -1737965 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1738158.000000 Penalty: 4689.762695
	Iteration 8Q: 3 clusters Score -1738158 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1738393.000000 Penalty: 4689.762695
	Iteration 9Q: 3 clusters Score -1738393 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1738635.125000 Penalty: 4689.762695
	Iteration 10Q: 3 clusters Score -1738635 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1738885.000000 Penalty: 4689.762695
	Iteration 11Q: 3 clusters Score -1738885 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1739193.375000 Penalty: 4689.762695
	Iteration 12Q: 3 clusters Score -1739193 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1739531.750000 Penalty: 4689.762695
	Iteration 13Q: 3 clusters Score -1739532 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1739842.375000 Penalty: 4689.762695
	Iteration 14Q: 3 clusters Score -1739842 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1740092.250000 Penalty: 4689.762695
	Iteration 15Q: 3 clusters Score -1740092 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1740319.000000 Penalty: 4689.762695
	Iteration 16Q: 3 clusters Score -1740319 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1740516.750000 Penalty: 4689.762695
	Iteration 17Q: 3 clusters Score -1740517 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1740686.625000 Penalty: 4689.762695
	Iteration 18Q: 3 clusters Score -1740687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1740828.000000 Penalty: 4689.762695
	Iteration 19Q: 3 clusters Score -1740828 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1740948.750000 Penalty: 4689.762695
	Iteration 20F: 3 clusters Score -1740949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1741027.500000 Penalty: 4689.762695
	Iteration 21Q: 3 clusters Score -1741028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1741081.500000 Penalty: 4689.762695
	Iteration 22Q: 3 clusters Score -1741082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1741130.000000 Penalty: 4689.762695
	Iteration 23Q: 3 clusters Score -1741130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1741173.875000 Penalty: 4689.762695
	Iteration 24Q: 3 clusters Score -1741174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1741200.625000 Penalty: 4689.762695
	Iteration 25Q: 3 clusters Score -1741201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1741229.625000 Penalty: 4689.762695
	Iteration 26Q: 3 clusters Score -1741230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1741253.000000 Penalty: 4689.762695
	Iteration 27Q: 3 clusters Score -1741253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1741267.125000 Penalty: 4689.762695
	Iteration 28Q: 3 clusters Score -1741267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1741272.625000 Penalty: 4689.762695
	Iteration 29Q: 3 clusters Score -1741273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1741275.500000 Penalty: 4689.762695
	Iteration 30Q: 3 clusters Score -1741276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1741279.875000 Penalty: 4689.762695
	Iteration 31Q: 3 clusters Score -1741280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1741290.250000 Penalty: 4689.762695
	Iteration 32Q: 3 clusters Score -1741290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1741291.750000 Penalty: 4689.762695
	Iteration 33Q: 3 clusters Score -1741292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1741293.750000 Penalty: 4689.762695
	Iteration 34Q: 3 clusters Score -1741294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1741300.625000 Penalty: 4689.762695
	Iteration 35Q: 3 clusters Score -1741301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1741306.750000 Penalty: 4689.762695
	Iteration 36Q: 3 clusters Score -1741307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1741320.875000 Penalty: 4689.762695
	Iteration 37Q: 3 clusters Score -1741321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1741323.875000 Penalty: 4689.762695
	Iteration 38Q: 3 clusters Score -1741324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1741324.750000 Penalty: 4689.762695
	Iteration 39Q: 3 clusters Score -1741325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1741326.250000 Penalty: 4689.762695
	Iteration 40F: 3 clusters Score -1741326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1741328.375000 Penalty: 4689.762695
	Iteration 41Q: 3 clusters Score -1741328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1741330.125000 Penalty: 4689.762695
	Iteration 42Q: 3 clusters Score -1741330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1741330.125000 Penalty: 4689.762695
	Iteration 43F: 3 clusters Score -1741330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -62400.839844 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -62400.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60937.640625 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -60937.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61170.019531 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -61170.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61211.742188 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -61211.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61244.371094 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -61244.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61259.792969 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -61259.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61278.316406 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -61278.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61331.527344 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -61331.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61355.476562 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -61355.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61392.699219 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -61392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61404.578125 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -61404.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61418.695312 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -61418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61429.621094 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -61429.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61454.863281 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -61454.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61485.058594 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -61485.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61540.921875 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -61540.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61625.109375 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -61625.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61783.523438 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -61783.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61970.093750 Penalty: 3111.347168
	Iteration 17F: 3 clusters Score -61970.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62364.054688 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -62364.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62441.343750 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -62441.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62472.539062 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -62472.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62492.531250 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -62492.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62503.367188 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -62503.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62508.847656 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -62508.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62508.847656 Penalty: 3111.347168
	Iteration 24F: 3 clusters Score -62508.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 234164 members 
Mstep: Class 5 contains 94484 members 
Mstep: Class 6 contains 110391 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 40239 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 14347 members 
Mstep: Class 23 contains 31004 members 
Mstep: Class 24 contains 148066 members 
Mstep: Class 25 contains 12774 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 344 members 
Entering Unmasked Estep 
Score: -134142176.000000 Penalty: 99435.203125
Splitting cluster 26 changes total score from -134143888.000000 to -134142176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -204864.125000 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -204864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202480.234375 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -202480.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -203032.578125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -203032.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -203300.375000 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -203300.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203560.578125 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -203560.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203760.906250 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -203760.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203923.203125 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -203923.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -204033.421875 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -204033.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -204090.109375 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -204090.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204125.000000 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -204125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -204151.468750 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -204151.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204168.437500 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -204168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -204185.109375 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -204185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -204198.218750 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -204198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204213.937500 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -204213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -204223.687500 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -204223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -204231.109375 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -204231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204232.546875 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -204232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -204233.937500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -204233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -204233.937500 Penalty: 3695.239502
	Iteration 18F: 3 clusters Score -204233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -50330.082031 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -50330.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48930.734375 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48930.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49114.761719 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -49114.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49169.437500 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -49169.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49208.042969 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -49208.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49222.742188 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -49222.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49239.539062 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -49239.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49262.003906 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -49262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49294.917969 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -49294.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49326.015625 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -49326.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49374.894531 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -49374.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49405.515625 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -49405.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49439.902344 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -49439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49490.898438 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -49490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49531.195312 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -49531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49601.085938 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -49601.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49623.011719 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -49623.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49649.445312 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -49649.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49656.359375 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -49656.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49659.531250 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -49659.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49659.531250 Penalty: 2997.145996
	Iteration 19F: 3 clusters Score -49659.53 nChanged 0
--- Evaluating fit on full set of 3031049 points ---
Entering Unmasked Estep 
Score: -396980384.000000 Penalty: 103635.171875
25->29 Clusters: Score -396980384.000000, best is -397127712.000000

Main iterations: 0 (time per=infms)
Total iterations: 52001 (time per=425.965629ms)
Iterations metric 2: 3817986064384.000000 (time per=5.801655ns)
Iterations metric 3: 114550561046528.000000 (time per=193.369971ps)

That took 22150.638672 seconds.
